From 433a4df4658c58b1840f784488beeebf445cba6c Mon Sep 17 00:00:00 2001 From: Lei Ma <63067341+microlei@users.noreply.github.com> Date: Wed, 11 Sep 2024 15:10:54 -0400 Subject: [PATCH] added day2 finished , student day3 (#29) * added day2 finished , student day3 * downgraded mkdocs-jupyter to preserve math rendering. headers day2 * day3 student minor edits --- .../Workshops/Python/Python-Day2.ipynb | 2201 + .../Python/Python-Day3-student.ipynb | 1467 +- .../data/A01v1_20908_bl_S1_L003_abundance.tsv | 100 + .../B03v1_366493_h_S18_L003_abundance.tsv | 100 + .../E06v1_366490_g_S45_L003_abundance.tsv | 100 + .../E07v1_366494_br_S53_L003_abundance.tsv | 100 + .../E08v1_365335_e_S61_L003_abundance.tsv | 100 + .../Workshops/Python/data/bird_names.csv | 106 + .../Python/data/bird_observations.csv | 1278 + .../Workshops/Python/data/geneIDs.tsv | 34669 ++++++++++++++++ .../Workshops/Python/data/iNaturalist.csv | 1278 + .../Workshops/Python/data/winequality-red.csv | 1600 + mkdocs.yml | 1 + requirements.txt | 2 +- templates/resources_template.md | 1 + 15 files changed, 42296 insertions(+), 807 deletions(-) create mode 100644 docs/resources/Workshops/Python/Python-Day2.ipynb create mode 100644 docs/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv create mode 100644 docs/resources/Workshops/Python/data/B03v1_366493_h_S18_L003_abundance.tsv create mode 100644 docs/resources/Workshops/Python/data/E06v1_366490_g_S45_L003_abundance.tsv create mode 100644 docs/resources/Workshops/Python/data/E07v1_366494_br_S53_L003_abundance.tsv create mode 100644 docs/resources/Workshops/Python/data/E08v1_365335_e_S61_L003_abundance.tsv create mode 100644 docs/resources/Workshops/Python/data/bird_names.csv create mode 100644 docs/resources/Workshops/Python/data/bird_observations.csv create mode 100644 docs/resources/Workshops/Python/data/geneIDs.tsv create mode 100644 docs/resources/Workshops/Python/data/iNaturalist.csv create mode 100644 docs/resources/Workshops/Python/data/winequality-red.csv diff --git a/docs/resources/Workshops/Python/Python-Day2.ipynb b/docs/resources/Workshops/Python/Python-Day2.ipynb new file mode 100644 index 0000000..85171b3 --- /dev/null +++ b/docs/resources/Workshops/Python/Python-Day2.ipynb @@ -0,0 +1,2201 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Introduction to writing functions in python\n", + "\n", + "Hello and welcome to our workshop on writing functions in python. Today we'll go over the basic formatting for writing functions, variable scoping, control flow, and more. If this is your first day attending this workshop series, please make sure you've created an environment with the necessary packages.\n", + "\n", + "## Installing/running this notebook \n", + "\n", + "You can run this notebook by uploading it to Google Colab. You can also run it on your own computer by installing Jupyter Notebook and either running jupyter in your browser or using an IDE like VSCode. \n", + "\n", + "To run this using Google Colab, go to https://colab.research.google.com/ and upload this notebook. That's it!\n", + "\n", + "To run this locally, you will need to install python, anaconda, and the necessary libraries.\n", + "\n", + "0. If you are on Windows, [install WSL](https://learn.microsoft.com/en-us/windows/wsl/install). Once WSL is installed, you'll have a Linux terminal available to you in Windows. You can open this terminal by typing \"wsl\" in the search bar and clicking the app that appears. You'll also find your Linux distribution as a mounted drive in your file explorer.\n", + "1. Install mamba, a package manager using the command line - Terminal for Mac or WSL for Windows. \n", + " 1.1. For Mac, if you already have brew installed, install mamba using `brew install miniforge` and initialize it using `conda init zsh`. Then restart your terminal. If you don't have homebrew (i.e. the brew command doesn't exist), install brew first using `/bin/bash -c \"$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)\"`\n", + " 1.2. For Windows, download the Linux (x86_64) installer from the miniforge repository [here](https://github.com/conda-forge/miniforge) and install with `bash Miniforge3-Linux-x86_64.sh`.\n", + "2. Create a new environment using mamba with `mamba create -n pyworkshop numpy pandas matplotlib seaborn jupyter` and activate it with `conda activate pyworkshop`.\n", + "3. You can now run the jupyter notebook by typing `jupyter notebook` in the terminal. This will open a browser window with the jupyter notebook interface. You can navigate to the folder where you saved this notebook and open it.\n", + "4. Alternatively, install [VSCode](https://code.visualstudio.com/) and the Python extension. Then open this notebook in VSCode and run it with the kernel that belongs to the pyworkshop environment. [How to guide here](https://code.visualstudio.com/docs/datascience/jupyter-notebooks)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Jokes\n", + "\n", + "Let's start with a joke about computer programmers. Sam asks their computer programmer spouse to go get some groceries. Sam tells him, \"Please go to the store to get some groceries. Buy a loaf of bread. If they have eggs, get a dozen.\" The spouse comes back with 13 loaves of bread. This joke is funny if you understand how computer programs evaluate commands. Below is some pseudocode that represents what the computer programmer did.\n", + "\n", + "```\n", + "go to the store\n", + "def function buy_groceries():\n", + " loaf_of_bread = 1\n", + " if eggs:\n", + " loaf_of_bread += 12\n", + " return loaf_of_bread\n", + "```\n", + "\n", + "This joke illustrates that what may make sense in natural language does not immediately translate to computer language. And therefore we have to be really specific when we're talking to a computer to ask it to do something." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Thinking algorithmically\n", + "\n", + "Before we get started with learning about what a function in python is, how to define them, and how to control them, let's do some non-coding exercises to get in the mindset of thinking algorithmically. One of the major hurdles to writing your own functions or computer programs is changing the way you think to match the way a computer or coding language evaluates words. Much of the difficulty is ameliorated if we practice breaking down our problems into discrete chunks. Then, taking each chunk and putting it together.\n", + "\n", + "Part of thinking about code is to break down actions into logical steps, such as by writing **pseudocode**. Below is an example of pseudocode for making French-style scrambled eggs:\n", + "\n", + "```\n", + "Combine eggs, salt, cream in bowl\n", + "For 30 seconds:\n", + " whisk eggs\n", + "Set pan on stove\n", + "Turn on stove to medium\n", + "Add butter to pan\n", + "Until butter is melted:\n", + " wait\n", + "Add eggs to pan\n", + "Until eggs are cooked:\n", + " stir vigorously\n", + "Turn off stove\n", + "Serve\n", + "```\n", + "\n", + "Note the use of conditionals and loops to describe the process. Computers need this sort of granularity to be able to execute the tasks you give it, so writing things out as pseudocode before you start writing the real code is usually very helpful. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Write out pseudocode for getting on the bus to go to the grocery store. Let's go around and have each person write one line." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Using boolean expressions and logical operators\n", + "\n", + "A relational operator is some operator that evaluates to a truth value. For example, checking of two things are equal or identical, or checking if some item is contained in a list/grouping. These conditional expressions can then be combined with logical operators such as `and`, `or`, and `not`. They mostly work like you'd expect from natural language. However, just like with arithmetic, there's an order of operations. In python, relational operators are evaluated first, then `not`, then `and`, and finally `or`.\n", + "\n", + "Let's practice using operators by filling out truth tables. Starting with a simple example, let's fill out a truth table for the following expression: `A or B`. In a truth table, we fill out all possible values for the variables in the expression and then evaluate each component of the expression.\n", + "\n", + "A | B | A or B\n", + "--- | --- | ---\n", + "T | T | T\n", + "T | F | T\n", + "F | T | T\n", + "F | F | F" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's demonstrate the order of operations by filling out a truth table for the following expression: `A and B or A and not B`.\n", + "\n", + ">**Exercise:** Fill out the truth table for the above expression. We will go from left to right. \n", + "Solution:\n", + "\n", + "A | B | A and B | not B | A and not B | A and B or A and not B\n", + "--- | --- | --- | --- | --- | ---\n", + "T | T | ? | ? | ? | ?\n", + "T | F | ? | ? | ? | ?\n", + "F | T | ? | ? | ? | ?\n", + "F | F | ? | ? | ? | ?\n", + "\n", + "What do you notice about the last column of the truth table representing the full expression?\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Navigating a maze\n", + "\n", + "Imagine you are programming a robot to navigate a maze. You know that this maze can be navigated by following the \"right hand rule\", which is to always keep your right hand on the wall. The robot can move or look in four directions: up, down, left, and right. How would you give the robot instructions to navigate the maze?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Write a pseudocode for this robot navigating the maze" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here's my example pseudocode for navigating a maze using the right hand rule:\n", + "\n", + "```\n", + "Look to the right:\n", + " If there is a wall:\n", + " Try to Move Forward\n", + " If you can't move forward:\n", + " Turn Left\n", + " Else:\n", + " Turn right\n", + " Move Forward\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Basic function syntax & variable scope\n", + "\n", + "Python has a variety of [built-in functions](https://docs.python.org/3/library/functions.html), but for everything else you might want to do, you will need to write your own. \n", + "\n", + "A python function declaration begins with `def` and then the function name followed by parentheses and a colon. Then, the body of the function is indented. If the function returns something, it is done through the `return` keyword at the end of the body. If a function does not have a `return`, it automatically returns `None`. \n", + "\n", + "Here's an example of a simple function that takes two arguments and returns their sum:\n", + "\n", + "```python\n", + "def summation(a, b):\n", + " total = a+b\n", + " return total\n", + "```\n", + "\n", + "One important concept to understand about functions in python is how python handles variables inside vs outside the function. This is called the scope of the variable. When a variable is defined inside a function, it is only accessible within that function. This is called a **local** variable. Run the code below as an example to illustrate how the `total` variable outside of the function is not affected by the `total` variable inside the function. Note that the arguments (a and b - the things you put in the parenthesis after the function name), are also **local**. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n", + "200\n" + ] + } + ], + "source": [ + "total = 200\n", + "def summation(a, b):\n", + " total = a+b\n", + " return total\n", + "print(summation(1, 2))\n", + "print(total)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "When you write a function, you should always be careful to only use **local** variables, which means you need to pass as an argument any variables defined outside the scope of the function, and if you want to update a variable from outside the function, you should assign the return value. Look at the code below to see a simple way to keep a running total.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "1\n", + "11\n" + ] + } + ], + "source": [ + "running_total = 0\n", + "def summation(a, current_total):\n", + " result = a + current_total\n", + " return result\n", + "\n", + "print(running_total)\n", + "running_total = summation(1, running_total)\n", + "print(running_total)\n", + "running_total = summation(10, running_total)\n", + "print(running_total)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Technically, it is possible to update a **global variable** (declared outside the function) from within a function, but usually there is never a good reason to do this, and it makes your code prone to bugs and harder to reuse. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that forgetting to define your input arguments in your function definition can lead to confusing and hard-to-understand code. In the following example, we forgot to define `power` as an input argument to our square() function. Then, somewhere in our code, we happened to use `power` for something else. When we run our square function, it doesn't through an error as we might expect - it just uses the **global** variable we defined instead!" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "100\n" + ] + } + ], + "source": [ + "def square(x):\n", + " return x ** power\n", + "# many lines of code...\n", + "power = 2\n", + "# many lines of code...\n", + "print(square(10))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise**: As an exercise, fix the above function to take power as an argument. Note that arguments to functions can take default values. E.g., if we want a default value of b to be 2, we can define the function like:\n", + "`def function(a, b=2):`\n", + ">\n", + "> Then, if we call the function as function(2), it will interpret a = 2 and b = 2, whereas if we call it function(2, 4) it will overwrite the default value of b.\n", + ">\n", + "> When you fix the square function to take power as an argument, also set the default power to 2." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "def square(x, power=2):\n", + " return x ** power" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Test your function." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "100\n", + "1000\n" + ] + } + ], + "source": [ + "print(square(10))\n", + "print(square(10, 3))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise**: Write a function that calculates the mean squared error between a set of observed and expected data points. Think about what the inputs should be and where the variables should be declared" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "def mse(obs, expected):\n", + " return np.mean((obs - expected) ** 2)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.0\n" + ] + } + ], + "source": [ + "# Test your code\n", + "predicted = np.array([1, 2, 3, 4, 5])\n", + "expected = np.array([2, 4, 1, 5, 5])\n", + "print(mse(predicted, expected)) # Expected output: 2.0\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A function's arguments can be positional or keyword arguments. Positional arguments are defined by their order, while keyword arguments are defined by their name. Keyword arguments can be used to make functions more readable and to provide default values." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Control flow" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### If/else statements" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The next topic we'll cover is control flow. This is the concept of controlling the order in which code is executed. The most common control flow statement is the if statement, which bifurcates the code based on some condition. Here is the basic syntax for an if/else statement:\n", + "\n", + "```python\n", + "if condition:\n", + " # code to execute if condition is true\n", + " # this part is indented\n", + "else:\n", + " # code to execute if condition is false\n", + " # this part is also indented\n", + "```\n", + "\n", + "Just like functions, the body of the conditional statements is indented. The `else` part if optional, but can be helpful if you want to do something different if the condition is false. The condition can be any python expression that evaluates to a `boolean` (aka True or False) value. Recall that the operators `==`, `!=`, `>`, `<`, `>=`, and `<=` are used to compare values. These generate booleans.\n", + "\n", + "If we have multiple conditions that we want to evaluate, the syntax looks like this:\n", + "\n", + "```python\n", + "if condition:\n", + " # code to execute if condition is true\n", + " # this part is indented\n", + "elif condition:\n", + " # code to execute if some other condition is true\n", + " # this part is also indented\n", + "else:\n", + " # code to execute if condition is false\n", + " # this part is also indented\n", + "```\n", + "\n", + "Where `elif` is an abbreviation for 'else if'. We can have as many `elif` conditionals after an `if` as we want, though too having too many can make your code unwieldy and buggy. Importantly, the truth values for `if`, `elif` and `else` statements are checked *in sequence*. For example, in the following code:\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "x is greater than y\n" + ] + } + ], + "source": [ + "x = 10\n", + "y = 5\n", + "\n", + "if x > y:\n", + " print(\"x is greater than y\")\n", + "elif x % 2 == 0: #The modulo operator % returns the remainder of a division\n", + " print(\"x is even\")\n", + "else:\n", + " print(\"x is less than y\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can see that the variable `x` is even, and so the `elif` conditional should evaluate to `True`...however, because the `if` conditional also evaluates to `True`, the statement will immediately end and the `elif` conditional does not get checked! Similarly, if we were to change the value of `x` to be an even number that is less than `y`, the `else` statement will instead not be evaluated. Always be careful about how you are structuring the logic of your conditional statements and be mindful of exactly what is being evaluated and in what order! Remember, the program will always do exactly what you tell it to..." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's look more at how Python evaluates booleans. There is an important operator in Python called `in` that checks whether something exists in any **iterable** object. An object is 'iterable' if it is capable of returning its members one at at time, e.g. lists, string, keys in a dictionary, and others. So for instance, if we want to check whether an integer is present in a given list:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "False\n" + ] + } + ], + "source": [ + "a = [1, 2, 3, 4]\n", + "print(2 == a)\n", + "# A number is not equal to the list it's in\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n" + ] + } + ], + "source": [ + "a = [1, 2, 3, 4]\n", + "print(2 in a)\n", + "# This is how you check if a value is in a list\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The operators `and`, `or`, and `not` can be used to combine boolean expressions. In order to evaluate the combined boolean to True, `and` requires that ALL expressions are true. For `or`, only one statement has to be true, i.e. it is NOT an exclusive or (XOR)!" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "1 in a and 4 in a" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "1 in a and 5 in a\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "1 in a or 5 in a" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Be careful how you are structuring your logic statements. For instance, if we want to check whether one value or another value are in a list, the following code does not work:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# But not like this\n", + "1 or 5 in a\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# You can use () to group expressions\n", + "(1 in a) and (5 in a)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise**: initialize two integer variables called `x` and `y`, give them whatever values you like. Write a series of conditional statements that check the following: \n", + "1) `x` and `y` are both even \n", + "2) one is even and the other isn't \n", + "3) `x` and `y` are both odd\n", + "\n", + "Bonus: also check whether `x` or `y` is greater!" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "one is even, one is odd\n" + ] + } + ], + "source": [ + "# Your code here\n", + "\n", + "x = 5\n", + "y = 8\n", + "\n", + "if x % 2 == 0 and y % 2 == 0:\n", + " print(\"x and y are both even\")\n", + "elif (x % 2 == 0 and y % 2 != 0) or (x % 2 != 0 and y % 2 == 0):\n", + " print(\"one is even, one is odd\")\n", + "elif x % 2 != 0 and y % 2 != 0:\n", + " print(\"x and y are both odd\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Bonus exercise**: write a boolean that, as before, checks whether two integers are in a list (called `b`) and evaluates to true *only if* one integer is in the list and the other is not " + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "b = [1, 2, 3, 4]\n", + "# Your code goes here:\n", + "(1 in b and 4 not in b) or (1 not in b and 4 in b)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### For loops" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For loops are used to iterate over a sequence of values, such as a list or range of numbers. For loops are most useful when you have a set number of things you want to iterate over. In python, iterators are objects that can return the items it contains one at a time. Many common data structures can be iterated over, such as lists, dictionaries, strings, etc. More complex data structures usually have a method that makes them iterable.\n", + "\n", + "Here's the syntax of a for loop:\n", + "\n", + "```python\n", + "for item in iterator:\n", + " # code to execute for each item in the sequence\n", + " do_something(item)\n", + "```\n", + "\n", + "A common thing to iterate over is a sequence of numbers. For this, it is useful to use the `range()` function which returns an iterator of the specified length. `range(4)` will return an iterator of the numbers 0, 1, 2, 3. You can combine the `range()` function with a `len()` function to iterate over the indices of a list. " + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "1\n", + "2\n", + "3\n", + "4\n" + ] + } + ], + "source": [ + "for i in range(5):\n", + " print(i)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1\n", + "2\n", + "3\n", + "4\n", + "5\n" + ] + } + ], + "source": [ + "a = [1, 2, 3, 4, 5]\n", + "for i in range(len(a)):\n", + " print(a[i])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If you want to directly use the items of a list, it is easier to use the `for item in list` syntax." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1\n", + "2\n", + "3\n", + "4\n", + "5\n" + ] + } + ], + "source": [ + "a = [1, 2, 3, 4, 5]\n", + "for item in a:\n", + " print(item)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Let's combine a for loop and an if statement. In the code block below, print out all the even numbers in the list `numbers`." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2\n", + "4\n" + ] + } + ], + "source": [ + "numbers = [1, 2, 3, 4, 5]\n", + "\n", + "# your code here\n", + "for number in numbers:\n", + " if number %2 == 0:\n", + " print(number)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Write a function called `in_list` that takes a number and a list of numbers and checks of that number already exists in the list. If it does, print \"number already exists!\". If it doesn't, add that number to the list. In both cases, return the list." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "\n", + "def in_list(value, a_list):\n", + " if value in a_list:\n", + " print(f\"{value} is already in the list!\")\n", + " else:\n", + " a_list.append(value)\n", + " print(f\"Adding {value} to the list!\")\n", + " return a_list\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3 is already in the list!\n", + "Adding 30 to the list!\n" + ] + }, + { + "data": { + "text/plain": [ + "[1, 2, 3, 4, 5, 30]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Test your code\n", + "my_list = [1, 2, 3, 4, 5]\n", + "in_list(3, my_list)\n", + "in_list(30, my_list)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Discussion:** Check your understanding of scope. Did your function modify the list that was passed to it? Or did it return a copy of the list? In what situations would we want to do one or the other?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### More advanced for loops" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can loop through both the position and the value of of an iterator by using the `enumerate()` function. This function returns a tuple of the index and the value of the item. " + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 one\n", + "1 two\n", + "2 three\n" + ] + } + ], + "source": [ + "for i, v in enumerate([\"one\", \"two\", \"three\"]):\n", + " print(i, v)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If there are two lists you want to loop through in parallel, you can use the `zip()` function to pair the first item of each list, the second item of each list, etc." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 a\n", + "2 b\n", + "3 c\n" + ] + } + ], + "source": [ + "list1 = [1, 2, 3]\n", + "list2 = [\"a\", \"b\", \"c\"]\n", + "for x, y in zip(list1, list2):\n", + " print(x, y)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To loop over every pairwise combination of two lists, you would use a nested for loop. Be aware that if you are doing this for some large array, there is probably a more efficient way to do it." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 0\n", + "0 1\n", + "0 2\n", + "0 3\n", + "1 0\n", + "1 1\n", + "1 2\n", + "1 3\n", + "2 0\n", + "2 1\n", + "2 2\n", + "2 3\n" + ] + } + ], + "source": [ + "rows = range(3)\n", + "columns = range(4)\n", + "\n", + "for row in rows:\n", + " for column in columns:\n", + " print(row, column)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### While loops\n", + "\n", + "A while loop is kind of like a generalized form of a for loop. It's used to repeat code until a condition is met. Think of it as a continuous if statement where \"if condition is true, do this code and then check the condition again\". While loops are helpful for when you don't know exactly how many iterations you will need to go through, but do have a definite end condition for the loop. Here's the syntax of a while loop:\n", + "\n", + "```python\n", + "while condition:\n", + " # code to execute if condition is true\n", + " # usually the condition is updated in the loop\n", + " condition = update_condition(condition)\n", + "```\n", + "\n", + "An example for using a while loop is sampling from a distribution until you get a value that meets some criteria. In the code block below, we roll a 6-sided die until we get a 6 and report how many times it took. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "It took 16 rolls to roll a 6!\n" + ] + } + ], + "source": [ + "roll = 0\n", + "count = 0\n", + "while roll != 6:\n", + " roll = np.random.randint(1, 7)\n", + " count += 1\n", + "print(f\"It took {count} rolls to roll a 6!\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can combine while loops with if statements as a way to change the condition and break out of the loop. Here's a rewrite of the above code that uses an if statement to change the condition." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "It took 1 rolls to roll a 6!\n" + ] + } + ], + "source": [ + "condition = True\n", + "count = 0\n", + "while condition:\n", + " if np.random.randint(1, 7) == 6:\n", + " condition = False\n", + " count += 1\n", + " else:\n", + " count += 1\n", + "print(f\"It took {count} rolls to roll a 6!\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** How many people can we have in a room on average before we get a collision of birthdays, assuming all birthdays are equally likely? Write a while loop that samples a random day of the year. Stop the loop when a day is repeated, representing an existing birthday. Print out the number of samples it took to get a collision." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here is some pseudocode to help you get started:\n", + "\n", + "```\n", + "initialize list of birthdays\n", + "set collision to False\n", + "while collision is False:\n", + " make a new random birthday\n", + " if the new birthday is in list of birthdays:\n", + " set collision to True\n", + " else:\n", + " add the new birthday to the list\n", + "print(\"It took length_of_birthday_list people to get a collision\")\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Duplicate birthday found on after 26 people\n" + ] + } + ], + "source": [ + "# Your code here\n", + "\n", + "birthdays = []\n", + "collision = False\n", + "while collision == False:\n", + " new_birthday = np.random.randint(1, 366)\n", + " if new_birthday in birthdays:\n", + " collision = True\n", + " else:\n", + " birthdays.append(new_birthday)\n", + "print(f\"Duplicate birthday found on after {len(birthdays)} people\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Using the while loop you wrote above, write a function called `birthday_sim` that repeatedly performs the while loop and returns a list of each result of the simulation. The function should take in the number of times to run the simulation as an argument. In other words, stick the while loop inside a for loop, and put the for loop inside a function. " + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "def birthday_sim(simulations):\n", + " sim_list = []\n", + " for _ in range(simulations):\n", + " birthdays = []\n", + " collision = False\n", + " while collision == False:\n", + " new_birthday = np.random.randint(1, 366)\n", + " if new_birthday in birthdays:\n", + " collision = True\n", + " birthdays.append(new_birthday)\n", + " else:\n", + " birthdays.append(new_birthday)\n", + " sim_list.append(len(birthdays))\n", + " return sim_list\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "24.265" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Test your code\n", + "# On average, how many people do we need in a room to get a shared birthday?\n", + "results = birthday_sim(1000)\n", + "np.mean(results)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### More advanced while loops\n", + "\n", + "You can use a while loop directly on a list. This is useful if you want to remove items from a list as you iterate over it. For this we can use the `pop()` method: when used on a list, by default (i.e. if the position isn't specified) it will remove the **last** element in the list. " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "5\n", + "4\n", + "3\n", + "2\n", + "1\n" + ] + } + ], + "source": [ + "my_list = [1, 2, 3, 4, 5]\n", + "\n", + "while my_list:\n", + " print(my_list.pop())\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One thing to note is lists are \"truthy\" if they are not empty and \"falsey\" if they are empty. Put another way, if we evaluate a non-empty list, it will return as 'true' while and empty list with return as 'false'...sort of like a boolean. Using the \"truthiness\" of an object is a common way to check if that object is empty. In a function, it can be used to check if an argument was passed when it was called. " + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4\n", + "Please provide non-empty lists for both 'a' and 'b'\n" + ] + } + ], + "source": [ + "def test_function(a, b):\n", + " if not (a and b):\n", + " return \"Please provide non-empty lists for both 'a' and 'b'\"\n", + " return len(a) + len(b)\n", + "\n", + "print(test_function([2, 2, 1], [2]))\n", + "print(test_function([], [2]))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Controlling behavior with break and continue" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sometimes you might want to exit a loop early or you might want to skip the rest of the code and start the next iteration. The `break` and `continue` statements are used for such finer grained control over your loops. The `break` statement will exit the innermost `for` or `while` loop it is in. In the below example, we use a while loop to find the first number that is divisible by 7." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "23 is not divisible by 7\n", + "24 is not divisible by 7\n", + "25 is not divisible by 7\n", + "26 is not divisible by 7\n", + "27 is not divisible by 7\n", + "28 is divisible by 7\n" + ] + } + ], + "source": [ + "num = 22\n", + "while True: # this would run forever if it weren't for the break statement\n", + " num += 1\n", + " if num % 7 == 0:\n", + " print(f\"{num} is divisible by 7\")\n", + " break\n", + " else:\n", + " print(f\"{num} is not divisible by 7\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here is another example where we use the `break` statement to exit a loop. In this case, we stop when we reach zero in a random walk. " + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 9, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 9, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 8, continue walking...\n", + "Current position is 7, continue walking...\n", + "Current position is 6, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 5, continue walking...\n", + "Current position is 4, continue walking...\n", + "Current position is 3, continue walking...\n", + "Current position is 2, continue walking...\n", + "Current position is 3, continue walking...\n", + "Current position is 2, continue walking...\n", + "Current position is 3, continue walking...\n", + "Current position is 2, continue walking...\n", + "Current position is 1, continue walking...\n", + "Current position is 2, continue walking...\n", + "Current position is 1, continue walking...\n", + "Position has reached zero, stopping the walk.\n" + ] + } + ], + "source": [ + "position = 3\n", + "while True:\n", + "\n", + " # Randomly move either -1, or 1\n", + " position += np.random.choice([-1, 1])\n", + "\n", + " # check position\n", + " if position > 0:\n", + " print(f\"Current position is {position}, continue walking...\")\n", + " continue\n", + "\n", + " # If the position reaches zero, break the walk\n", + " if position == 0:\n", + " print(\"Position has reached zero, stopping the walk.\")\n", + " break\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Create a function called `rand_walk` that creates a random walk of length `n` steps with starting position `start=0`. The walk should move up or down by 1 with equal probability (hint: use `np.random.choice`), but stop the walk early if the walk reaches 3 or -3. Return the list of steps taken." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "\n", + "def rand_walk(n, start=0):\n", + " position = start\n", + " walk = [position]\n", + " for _ in range(n):\n", + " position += np.random.choice([-1,1])\n", + " walk.append(position)\n", + " if position == 3 or position == -3:\n", + " break\n", + " return walk\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0, 1, 0, -1, 0, -1, -2, -1, -2, -1, -2]\n" + ] + } + ], + "source": [ + "# check your code\n", + "\n", + "my_walk = rand_walk(10)\n", + "print(my_walk)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calling functions within a function" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We use functions to bundle up pieces of code we want to use multiple times and to make that code portable so we can use it in different places. One of the situtations in which we may want to reuse code is within another function! In this section, we'll go over how to call functions within other functions. The basic idea is very straightforward, you simply perform a function call in the definition of another function. For example, in the code block below, we create a function that can plot any number of random walks from our original `rand_ralk` function. " + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# We create a function to plot multiple random walks\n", + "\n", + "def plot_rand_walk(num_walks, walk_length, start=0):\n", + " # create a list to store our walks\n", + " walks = []\n", + " for _ in range(num_walks):\n", + " # call the rand_walk function within this function\n", + " walk = rand_walk(walk_length, start)\n", + " walks.append(walk)\n", + " fig, ax = plt.subplots()\n", + " # use a for loop to plot each walk in our list of walks\n", + " for walk in walks:\n", + " ax.plot(walk)\n", + " # Add horizontal lines at y=3 and y=-3 to indicate the break conditions/bounds of the random walk\n", + " ax.hlines(y = 3, xmin = 0, xmax = walk_length, color = 'r', linestyle = '--', label = '3')\n", + " ax.hlines(y = -3, xmin = 0, xmax = walk_length, color = 'r', linestyle = '--', label = '-3')\n", + " # set x ticks to every step\n", + " ax.set_xticks(range(walk_length+1))\n", + "\n", + "# Now we can use a single line to plot as many random walks as we want\n", + "plot_rand_walk(10, 20)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Lambda functions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Lambda functions are small, anonymous (unnamed) functions usually used as a one-off function. It's like calling a function within a function but even smaller and informal. You can use lambda functions to do a quick calculation or transformation before passing the result as an argument to another function. Here's the syntax of a lambda function:\n", + "\n", + "```python\n", + "lambda arguments: expression\n", + "```\n", + "\n", + "As you can see, the `lambda` keyword takes the place of `def function_name():` and the arguments that would normally go inside parentheses are just listed after the `lambda` keyword. Also, the expression is not indented and there is no need for a `return` statement. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Convert the following regular functions into lambda functions:\n", + "\n", + "```python\n", + "def square(x):\n", + " return x**2\n", + "```\n", + "\n", + "```python\n", + "def is_odd(x):\n", + " return x % 2 != 0\n", + "```\n", + "\n", + "```python\n", + "def concat_strings(a, b):\n", + " return a + \" \" + b\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(a, b)>" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Your code here\n", + "\n", + "# square\n", + "lambda x: x**2\n", + "\n", + "# is_odd\n", + "lambda x: x % 2 != 0\n", + "\n", + "# concat_strings\n", + "lambda a, b: a + \" \" + b\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Lambda functions are commonly used within other functions such as the `filter()` and `map()` functions. Here's an example of using a lambda function to filter only the odd numbers from a list." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1, 5, 9, 15]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "numbers = [1, 4, 5, 8, 9, 12, 15]\n", + "list(filter(lambda x: x % 2 != 0, numbers))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here is an example of using a lambda function to concatenate two lists of strings element-wise." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['a apple', 'b banana', 'c cherry']" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list1 = [\"a\", \"b\", \"c\"]\n", + "list2 = [\"apple\", \"banana\", \"cherry\"]\n", + "list(map(lambda x, y: x + \" \" + y, list1, list2))\n", + "\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Bonus: List Comprehension\n", + "\n", + "While some people use lamdba functions a lot, other people find them a little hard to use and understand. Many things that you can do with a lambda function you can also do with a particularly Pythonic construct known as list comprehension. \n", + "\n", + "List comprehension is kind of like a condensed loop. Here is an example, that we'll break down:\n", + "`[x + \": \" + y for x, y in zip(list1,list2)]`\n", + "\n", + "We can see something that looks like a for loop in there: `for x,y in zip(list1, list2)`. We know this already, and we know that this is a loop that interates over `zip(list1, list2)`, and puts paired elements in `x, y` for each iteration. \n", + "\n", + "The other part, `x + \": \" + y`, is just string concatenation. We might therefore write this out like:\n", + "```python\n", + "output = []\n", + "for x, y in zip(list1, list2):\n", + " new_elem = x + \": \" + y\n", + " output.append(new_elem)\n", + "```\n", + "\n", + "Note that list comprehension is just compressing this. You can read it as `do this for item in list`, where in this case `do this` = `x + \": \" + y`, `item` = `x, y`, and `list` = `zip(list1, list2)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1, 5, 9, 15]\n", + "['a: apple', 'b: banana', 'c: cherry']\n" + ] + } + ], + "source": [ + "print([odd for odd in numbers if odd % 2 != 0])\n", + "print([x + \": \" + y for x, y in zip(list1, list2)])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "List comprehensions are useful if you want to do a simple operation on every element of a list (or other iterable) and return a new list. List comprehensions are also faster/more efficient than using a for loop. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Convert the following expressions into list comprehensions:\n", + "\n", + "```python\n", + "my_pets = [\"fluffy\", \"max\", \"rosie\", \"sam\"]\n", + "my_pets_caps = []\n", + "for pet in my_pets:\n", + " my_pets_caps.append(pet.capitalize())\n", + "```\n", + "\n", + "```python\n", + "my_pets = [\"fluffy\", \"max\", \"rosie\", \"sam\"]\n", + "num_chars = []\n", + "for pet in my_pets:\n", + " num_chars.append(len(pet))\n", + "```\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "my_pets = [\"fluffy\", \"max\", \"rosie\", \"sam\"] # list of pet names\n", + "my_pets_caps = [pet.capitalize() for pet in my_pets]" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "my_pets = [\"fluffy\", \"max\", \"rosie\", \"sam\"] # list of pet names\n", + "num_chars = [len(pet) for pet in my_pets]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Getting into more advanced list comprehensions, you can also use conditionals in order to filter the list or only perform operations on certain elements of a list. Here's an example of a list comprehension that only returns pet names that are three characters or less. \n", + "\n", + "```python\n", + "my_pets = [\"fluffy\", \"max\", \"rosie\", \"sam\"]\n", + "short_names = [pet for pet in my_pets if len(pet) <= 3]\n", + "```\n", + "\n", + "Notice how the conditional is at the end of the list comprehension. The syntax is `do this for item in list if this condition`. For reference, here's the for loop version of the above code:\n", + "\n", + "```python\n", + "my_pets = [\"fluffy\", \"max\", \"rosie\", \"sam\"]\n", + "short_names = []\n", + "for pet in my_pets:\n", + " if len(pet) <= 3:\n", + " short_names.append(pet)\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Convert the following expressions into list comprehensions:\n", + "\n", + "```python\n", + "my_numbers = [-5, -4, -3, -2, -1, 0, 1, 2, 3, 4]\n", + "positive_even_numbers = []\n", + "for num in my_numbers:\n", + " if num > 0 and num % 2 == 0:\n", + " positive_even_numbers.append(num)\n", + "```\n", + "\n", + "\n", + "```python\n", + "my_numbers = [-5, -4, -3, -2, -1, 0, 1, 2, 3, 4]\n", + "squared_and_even_numbers = []\n", + "for num in my_numbers:\n", + " if num**2 % 2 == 0:\n", + " squared_even_numbers.append(num**2)\n", + "```\n" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "my_numbers = [-5, -4, -3, -2, -1, 0, 1, 2, 3, 4] # list of numbers\n", + "positive_even_numbers = [num for num in my_numbers if num > 0 and num % 2 == 0]" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "my_numbers = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] # list of numbers\n", + "squared_and_even_numbers = [num ** 2 for num in my_numbers if num**2 % 2 == 0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Revisit last session's scrabble score function. Write a *dictionary* comprehension that does the same thing as that function.\n", + "\n", + "```python\n", + "def scrabble_score(word):\n", + " scrabble_letter_values = {\n", + " 'A': 1, 'B': 2, 'C': 3, 'D': 1, 'E': 1, 'F': 4, 'G': 2, 'H': 4, 'I': 1,\n", + " 'J': 8, 'K': 5, 'L': 1, 'M': 3, 'N': 1, 'O': 1, 'P': 3, 'Q': 10, 'R': 1,\n", + " 'S': 1, 'T': 1, 'U': 1, 'V': 4, 'W': 4, 'X': 8, 'Y': 4, 'Z': 10\n", + " }\n", + " score = 0\n", + " for letter in word.upper():\n", + " score += scrabble_letter_values.get(letter, 0)\n", + " return score\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scrabble_letter_values = {\n", + " 'A': 1, 'B': 2, 'C': 3, 'D': 1, 'E': 1, 'F': 4, 'G': 2, 'H': 4, 'I': 1,\n", + " 'J': 8, 'K': 5, 'L': 1, 'M': 3, 'N': 1, 'O': 1, 'P': 3, 'Q': 10, 'R': 1,\n", + " 'S': 1, 'T': 1, 'U': 1, 'V': 4, 'W': 4, 'X': 8, 'Y': 4, 'Z': 10\n", + " }\n", + "my_word = \"HELLO\"\n", + "\n", + "# Your code here\n", + "sum([scrabble_letter_values[letter] for letter in my_word])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using functions to do math and plot things" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Functions can be useful for performing mathematical operations. Any equation can be turned into a function by replacing the variables from a mathematical with python objects that are passed through the function as arguments. Here is an example of a function that calculates the area of a circle given the radius. Unlike variables in mathematical formulas, the python objects in your function should have expressive names, so avoid naming your objects things like x, y, r, etc. This will help improve readability. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Write a function that calculates the volume of a sphere given the radius. You can use the `np.pi` constant for the value of pi." + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "\n", + "def vol_sphere(radius):\n", + " return (4/3) * np.pi * radius ** 3\n" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.1887902047863905\n" + ] + } + ], + "source": [ + "# check your work\n", + "\n", + "print(vol_sphere(1)) # Expected output: 4.1887902047863905\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's use our function to plot how the volume of a sphere changes with its radius. To do this, we create a numpy array of 100 numbers evenly spaced between 0.1 and 10 using the `np.linspace()` function. We then use that array as the input to the `vol_sphere()` function. Note how even though we didn't do anything special to volume calculation function, it operates just as well on single number as it does on numpy arrays. This is because numpy arrays are designed to **vectorize** functions across the elements of an array." + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[Text(0.5, 0, 'Radius'), Text(0, 0.5, 'Volume')]" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "radii = np.linspace(0.1, 10, 100)\n", + "\n", + "fig, ax = plt.subplots()\n", + "volumes = vol_sphere(radii)\n", + "ax.plot(radii, volumes)\n", + "ax.set(xlabel=\"Radius\", ylabel=\"Volume\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Write a function that finds the intersection of two lines given the slope and y-intercept of each line. The function should return the x and y coordinates of the intersection. If the lines are parallel, the function should print \"lines are parallel\" and return `None`. " + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "def intersection(y_intercept1, slope1, y_intercept2, slope2):\n", + " if slope1 == slope2:\n", + " print(\"Lines are parallel\")\n", + " return None\n", + " x = (y_intercept2 - y_intercept1) / (slope1 - slope2)\n", + " y = slope1 * x + y_intercept1\n", + " return (x, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Lines are parallel\n", + "None\n", + "(0.5, 0.5)\n" + ] + } + ], + "source": [ + "# check your work\n", + "print(intersection(1, 2, 2, 2)) # Expected output: None\n", + "print(intersection(0, 1, 1, -1)) # Expected 0.5, 0.5\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here is another example of converting a mathematical expression into a funciton and then plotting it. Below is the logistic growth equation, expressed as $$P(t)=\\frac{K}{1+\\frac{K-P_0}{P_0}e^{-rt}}$$ \n", + "where \n", + "\n", + "$P_0$ = initial population size\n", + "\n", + "$K$ = carrying capacity\n", + "\n", + "$r$ = growth rate\n", + "\n", + "$t$ = time \n", + "\n", + "In the code block below, the `logistic_growth` function takes a time point, an initial population size, a carrying capacity, and a growth rate (as a percentage). And it will return an array of the population size at each time point. " + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "def logistic_growth(time, initial, carrying_capacity, rate):\n", + " return carrying_capacity / (1 + ((carrying_capacity - initial) / initial) * np.exp(-rate * time))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can then create a dataframe to plot this function by initalizing a time array using `np.arange()` to make a time vector that goes from 1 to 999. We also set the other constants. Then, we create a dataframe to store the simulated data. Finally, we plot with seaborn." + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(0.0, 1000.0), (0.0, 2100.0)]" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "time_points = np.arange(1, 1000)\n", + "initial = 10\n", + "carrying_capacity = 2000\n", + "rate = .01\n", + "\n", + "df = pd.DataFrame({\"Time\": time_points, \"Population\": logistic_growth(time_points, initial, carrying_capacity, rate)})\n", + "g = sns.lineplot(df, x = \"Time\", y = \"Population\")\n", + "g.set(xlim=(0, 1000), ylim = (0, 2100))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Create a function called `dPdt` that calculates the rate of an enzyme reaction based on Michaelis-Menten kinetics. The equation for reactions rate $v$ is below:\n", + "$$v=\\frac{dP}{dt}=\\frac{V_{max} a}{K_m+a}$$\n", + "where\n", + "\n", + "$v$= rate of change of product dp/dt\n", + "\n", + "$V_{max}$= Max rate of the system given an enzyme concentration\n", + "\n", + "$K_m$= Rate at which rate is half of Vmax\n", + "\n", + "$a$= concentration of substrate" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "\n", + "def dPdt(Vmax, Km, a):\n", + " return (Vmax * a) / (Km + a)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# check your work\n", + "sns.set_theme()\n", + "def mmplot():\n", + " fig, ax = plt.subplots()\n", + " a = np.linspace(0, 2, 1000)\n", + " Vmax = .1\n", + " Km = .05\n", + " ax.plot(a, dPdt(Vmax, Km, a), label = f\"Km = {Km}\")\n", + " ax.set(xlabel = \"Substrate concentration\", ylabel = \"dP/dt\", title = \"Michaelis-Menten rate plot\")\n", + " ax.legend(loc = \"lower right\")\n", + "\n", + "mmplot()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + ">**Exercise:** Using the `dPdt` function, create another function called `michaelis_menten_plot` takes a list of Km values and plots each one as a line like on the above plot. X axis should be substrate concentration, y axis should be dPdt. There should be a line corresponding to each Km value. Feel free to use the constant values of the previous plot. " + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def michaelis_menten_plot(Km): # keep\n", + " fig, ax = plt.subplots() # keep\n", + " a = np.linspace(0, 2, 1000) # keep\n", + " Vmax = .1 # keep\n", + " for k in Km:\n", + " ax.plot(a, dPdt(Vmax, k, a), label = f\"Km={k}\")\n", + " ax.set(xlabel = \"Substrate concentration\", ylabel = \"dP/dt\", title = \"Michaelis-Menten rate plot\") # keep\n", + " ax.legend() # keep\n", + "\n", + "# check your work\n", + "michaelis_menten_plot([0.01, 0.05, 0.1, .5, 1])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## General tips for writing functions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Write lots of functions! Functionalize everything!**\n", + "\n", + "There are many reasons to write functions, even if you think you might only use it once in your notebook or workflow. Using functions in your code improves the readability of the code, because rather than puzzle through many lines trying to interpret what was going on, you can just read the function name/description and understand what happened. It also improves readability by allowing the reader to focus on the important parts of the code rather than functions that may perform rote tasks. \n", + "\n", + "Functions make your code more modular and reproducible. By breaking down the analysis into discrete chunks, you can easily swap out functions to test things or move sections of code around because functions are very portable. \n", + "\n", + "Functions also make your code more testable. When you encounter a bug or an unexpected outcome, you can more easily trace the source of the problem if you have functions that are well-documented and do one thing. Think of it like mixing smaller batches of reagents that you use at a time rather than one big container. \n", + "\n", + "**Document your functions**\n", + "\n", + "The first step towards having a readable and well-documented function is to choose a descriptive name for it. The name should use a verb like \"plot\" or \"calculate\". Try and follow some consistent naming conventions with regard to capitalization and underscores. It'll be easier to remember what your functions are called if you don't mix up conventions like \"plot\" and \"Plot\" or \"plot_this\" and \"plotThis\". For more guidance, see the [python style guide](https://peps.python.org/pep-0008/#naming-conventions). \n", + "\n", + "The second step when writing functions: it is good practice to annotate it with what it does. That way, when future you or someone else reads it, the function's useage is immediately clear. You can annotate functions with a triple quote at the beginning of a function body, which is called a **docstring**. Typical contents of a docstring are:\n", + "\n", + "* one sentence describing the usage\n", + "* list of all parameters and what type they should be\n", + "* what the function returns\n", + "\n", + "See below:\n", + "\n", + "```python\n", + "def fibonacci(n):\n", + " \"\"\"\n", + " Calculate the nth number in the fibonacci sequence\n", + " Input: n, an integer\n", + " Returns: the nth number in the fibonacci sequence, an integer\n", + " \"\"\"\n", + " if n == 0:\n", + " return 0\n", + " elif n == 1:\n", + " return 1\n", + " else:\n", + " return fibonacci(n-1) + fibonacci(n-2)\n", + "```\n", + "\n", + "Lastly, you are encouraged to write comments in your code. Comments in python are prefixed with a `#` and a good rule of thumb is to write a comment for every chunk of code that does something specific, or if it is not obvious why you had to write code that way. These comments will primarily benefit yourself for when you go back to your code and ask yourself \"why did I do it this way?\". It's good practice to have comments exist on their own line rather than in-line with your code. \n", + "\n", + "**Functions should do ONE thing**\n", + "\n", + "Functions are meant to do one thing, just like a sentence is meant to express a complete thought. If you bundle your entire analysis into a single function, it's akin to writing a run-on sentence by abusing colons, semi-colons, etc. It might be correct and it might run, but it will be hard to read and also hard to debug. Make liberal use of calling functions within functions and making your code modular. " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "pyworkshop", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/resources/Workshops/Python/Python-Day3-student.ipynb b/docs/resources/Workshops/Python/Python-Day3-student.ipynb index 8d148c3..5b6b5c7 100644 --- a/docs/resources/Workshops/Python/Python-Day3-student.ipynb +++ b/docs/resources/Workshops/Python/Python-Day3-student.ipynb @@ -1,32 +1,25 @@ { "cells": [ { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "# Python data manipulation and plotting workshop\n", - "\n", - "Welcome to our introductory python for bioinformatics workshop. Today our goal is to help everybody get familiar with how python handles data and how to make plots. We will first have a brief introduction to the basic data types in python, the basic data structures of lists, dictionaries, and arrays. Then we'll spend the rest of the workshop using pandas dataframes to transform data and make plots using matplotlib and seaborn.\n", - "\n", - "If you want to learn more about these topics, I recommend the following resources:\n", - "\n", - "- [The Python Tutorial](https://docs.python.org/3/tutorial/index.html)\n", - "- [Numpy beginner's guide](https://numpy.org/doc/stable/user/absolute_beginners.html)\n", - "- [Pandas User Guide](https://pandas.pydata.org/pandas-docs/stable/user_guide/index.html)\n", - "- [Python Data Science Handbook](https://jakevdp.github.io/PythonDataScienceHandbook/)\n" + "## Importing libraries\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Python terminology\n", - "\n", - "Python is an object oriented language, which means everything in python is an **object**, even numbers and strings. Objects have **attributes** and **methods** (functions) and are created from **classes**. When we use the equals sign `=`, we assign objects to **variables**. The variable name then becomes a way for us to refer to that object and we can access that object's attributes and methods. \n", - "\n", - "Object attributes and methods are accessed by using `.` after the variable name followed by the method or attribute name. **Classes** are like blueprints for an object, so when we say something is from X class, you can automatically know it should have certain attributes and methods. For example, any object of the `str` class should have the `upper()` method that converts every character to uppercase. \n", + "## Python data manipulation and visualization\n", "\n", - "In this workshop, we may use both \"object\" and \"variable\" in similar ways, but they mean different things. If there is any confusion, please don't hesitate to ask for clarification. Here is a list of terminology for you to refer to. \n", + "Let's begin by reviewing some of the terms we've covered in the past sessions that will come up again today.\n", "\n", "| Term | Definition |\n", "| --- | --- |\n", @@ -35,146 +28,24 @@ "| Class | The blueprint for the object (defines the attributes and methods of object) |\n", "| Method | A function that belongs to an object |\n", "| Attribute | A property of an object |\n", - "| Function | A piece of code that takes an input and gives an output/does something |" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Here's a real world analogy.\n", - "\n", - "My water bottle is an object. I named my waterbottle Sally. Sally is a variable because it is a name that points to the my waterbottle, the object. Sally's class is WaterBottle, which means it has attributes like \"volume\", \"color\", etc. This particular WaterBottle object has methods like \"Open\" and \"Pour\" which I have to call every time I want to drink out of it. \n", - "\n", - "In computer science, unlike in real life, you can't have the same variable refer to two different objects, so I can't also name my computer Sally. But, I can create another name and also have it point to the water bottle. " + "| Function | A piece of code that takes an input and gives an output/does something |\n", + "| Argument| The objects that are passed to the function for it to operate on |\n", + "| Library | Collections of python functions/capabilities that can be installed and loaded on top of base python" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ + "## Data structures in general\n", "\n", - "## Data types\n", - "\n", - "When we collect data, we tend to think of them as categorical, numerical, ordinal, etc, and the specific type of data influences how we deal with them in our downstream analysis. Similarly, in computer science and in python, we need to distinguish between different data types because the functions we use to manipulate them will depend on the data we have. The basic data types are numerical, string, and boolean. In python, you can use the `type()` function to check the data type of a variable. \n", - "\n", - "Numerical data are data represented by a number. Numerical data can further be divided into integers `int` and floats `float`. There's also support for complex numbers, but we won't get into that for this workshop. Integers are whole numbers, while floats are numbers with decimal points. When you perform arithmetic operations on integers, they might return floats, but the reverse is not true. \n", - "\n", - "Below is a table of basic arithmetic operations you can perform on numerical data. You can combine an operation with an equals sign `=` to perform the operation and set the variable equal to the result in one line (eg `x += 1` adds 1 to whatever number `x` was).\n", - "\n", - "**Operators for numerical data**\n", - "\n", - "| Operator | Description |\n", - "| --- | --- |\n", - "| `+` | Addition |\n", - "| `-` | Subtraction |\n", - "| `*` | Multiplication |\n", - "| `/` | Division |\n", - "| `%` | Modulo (returns remainder) |\n", - "| `**` | Exponentiation |\n", - "| `//` | Floor division |\n", - "|`abs()` | Absolute value |\n", - "\n", - "Boolean (`bool`) is a data type that can either be `True` or `False`. Booleans will come up when we start using conditional statements to compare or filter data. It's technically a subclass of `int`, where 0 is False and 1 is True. Below are some logical operators you can use to create boolean expressions.\n", - "\n", - "**Operators for booleans**\n", - "\n", - "| Operator | Description |\n", - "| --- | --- |\n", - "| `==` | Equal to |\n", - "| `!=` | Not equal to |\n", - "| `>` | Greater than |\n", - "| `<` | Less than |\n", - "| `>=` | Greater than or equal to |\n", - "| `<=` | Less than or equal to |\n", - "| `and` | Logical and |\n", - "| `or` | Logical or |\n", - "| `not` | Logical not |\n", - "\n", - "Strings are sequences of characters, and are represented by `str`. Strings are enclosed in `''` or `\"\"`. If there is a string that contains a quote, you can use the escape character `\\` to escape the quote. You can use the `+` operator to concatenate strings or the `*` operator to repeat a string. But you can't combine string with numerical data using these operators. You can use the `str()`, `int()`, and `float()` functions to convert between data types. You can do some special operations on strings, such as indexing, slicing and formatting. Indexing and slicing extract substrings from a string, while formatting allows you to insert variables into a string. String are **immutable**, meaning you can't edit a string, but you can create a new string from an existing one.\n", + "On our first day, we covered a few basic object types, such as strings, numbers, and booleans. Today when I talk about data, I mean the observations we have recorded as represented by one of these object types. This excludes for now things like images, audio, physical, or other data. Those can very much still be analyzed computationally (and by using python), but it is beyond the scope of this workshop. \n", "\n", - "**Operators for strings**\n", + "Today we'll mostly be focusing on various data structures, which are collections of individual observations. We've already seen lists, dictionaries, numpy arrays, and pandas dataframes, but why are there so many and how do they differ in the way we work with them? Why don't we just use Microsoft Excel for everything?\n", "\n", - "| Operator | Description |\n", - "| --- | --- |\n", - "| `+` | Concatenation |\n", - "| `*` | Repetition |\n", - "| `[]` | Indexing |\n", - "| `[:]` | Slicing |\n", - "| `.format()` or `f\"\"` | Formatting |" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Try to predict the output of the following lines of code to check your understanding of the data types." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "a = \"5\"\n", - "b = \"10\"\n", - "c = 15\n", - "d = \"0123456789\"\n", - "e = True\n", - "print(type(a))\n", - "print(type(c))\n", - "print(type(e))\n", - "print(type(int(d)))\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "a = \"5\"\n", - "b = \"10\"\n", - "c = 15\n", - "print(a + b)\n", - "print(5 + 10)\n", - "print(5 + 10 != c)\n", - "print(a + b == c or 15 == c)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "a = \"5\"\n", - "b = \"10\"\n", - "c = 15\n", - "print(\"{} plus {} equals {}\".format(a, b, c))\n", - "print(f\"{a} plus {b} does not equal {a + b}\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "d = \"0123456789\"\n", - "print(d[9])\n", - "print(d[:5])\n", - "print(d[::2])\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Review of basic data structures (lists, dictionaries, and numpy arrays)\n", + "Although you can look at your data in Excel, it's not a good platform for analyzing it. It is sluggish for large datasets, is not reproducible unlike code, it's difficult to automate, and the visualization capabilities are limited. You can also do more advanced analyses faster using python than using Excel. \n", "\n", - "In this section, we'll do a quick review of the basic data structures in python. Data structures are a way to store/organize multiple pieces of data or objects. Each data structure has different use cases and ways they represent data. " + "Python has various data structures because we interact with data in different ways and need different representations of them with their own set of capabilities. " ] }, { @@ -182,13 +53,13 @@ "metadata": {}, "source": [ "\n", - "## Lists\n", + "### Lists\n", "\n", "Lists are the most basic of data structures. They are created with `[]` and can contain any type of data. Each entry is separated by a comma. Lists are ordered and can be indexed, sliced, and concatenated just like strings. When lists are all numerical, they can also support mathematical operations like `max()` and `min()`. Lists can also be nested using another `[]` within the list. \n", "\n", "Lists are our first introduction to a **mutable** data structure, meaning you can change a list without having to create a new one. Indeed, list methods may modify your data **in place** and/or **return** a new object. If the method modifies the object in place, its return value will be `None`. Modifying in place means you don't have to assign the result of the method to a new variable, while returning a new object means you do have to assign it. For example, `list.append(x)` updates the list in place, while `list.pop()` both returns the last element and removes it from the list in place. \n", "\n", - "Below are some useful operations and methods for lists. For a full list of methods, you can use `dir()` on the list or consult the [docs](https://docs.python.org/3/library/stdtypes.html#list) page. \n", + "Below are some useful operations and methods for lists. For a full list of methods, you can use `help()` on the list or consult the [docs](https://docs.python.org/3/library/stdtypes.html#list) page. \n", "\n", "**Operations and methods for lists**\n", "\n", @@ -200,14 +71,18 @@ "| `.append(x)` | Add `x` to the end of the list |\n", "| `.extend([x, y, z])` | Add `[x, y, z]` to the end of the list |\n", "| `.insert(i, x)` | Add `x` at index `i` of the list |\n", - "| `.pop(i)` | Remove and return the element at index `i`, defaults to last element if none given |" + "| `.pop(i)` | Remove and return the element at index `i`, defaults to last element if none given |\n", + "\n", + "**Use cases for lists**\n", + "\n", + "Lists are a data structure that is always there in the background, being useful. We see them when creating simple ordered collections to iterate through, when we need to store a sequence of data to reference later, or when we need to collected a bunch of objects together. Think of lists as a small temporary transport for data. Lists are not good for large datasets (because it will be slow) or when you need to do a lot of mathematical operations (because it lacks functionality). " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Dictionaries\n", + "### Dictionaries\n", "\n", "Dictionaries store key:value pairs. Keys are typically strings or numerical identifiers, while the values can be just about anything, including other dictionaries, lists, or individual values. You can create a dictionary with `{}` or with the `dict()` function. The two ways to create a dictionary are shown below:\n", "\n", @@ -216,7 +91,7 @@ "my_dict = dict((\"a\", 1), (\"b\", 2), (\"c\", 3))\n", "```\n", "\n", - "Dictionaries are unordered, so you can't index/slice them. But you can retrieve items by their key, e.g. `my_dict[\"a\"]`. Like lists, dictionaries are mutable, so you can add, remove, or update the key:value pairs in place. Other methods return \"View objects\" that allow you to see the items in the dictionary, but won't allow you to modify the dictionary. Here are some useful methods for dictionaries:\n", + "Dictionaries are unordered, so you can't index/slice them. But you can retrieve items by their key, e.g. `my_dict[\"a\"]` or `my_dict.get(\"a\")`. Like lists, dictionaries are mutable, so you can add, remove, or update the key:value pairs in place. Other methods return \"View objects\" that allow you to see the items in the dictionary, but won't allow you to modify the dictionary. Here are some useful methods for dictionaries:\n", "\n", "**Operations and methods for dictionaries**\n", "\n", @@ -226,35 +101,37 @@ "| `.keys()` | Returns a view object of the keys |\n", "| `.values()` | Returns a view object of the values |\n", "| `.items()` | Returns a view object of the key:value pairs |\n", - "| `.update(dict)` | Updates the dictionary with the key:value pairs from another dictionary |" + "| `.update(dict)` | Updates the dictionary with the key:value pairs from another dictionary |\n", + "\n", + "**Use cases for dictionaries**\n", + "\n", + "Dictionaries are a data structure that is more specialized for information that can be organized in a key:value pair way. You may see dictionaries being used to store associations between a name/ID and some characteristics, or to store a set of parameters for a function, or to organize a hierarchical grouping of information. Dictionaries are optimized for fast access to the values by key and for flexible organization of the data. Although you can edit the values of a dictionary, they aren't good for mathematical operations or for ordered data. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Viewing vs updating data\n", + "## Numpy\n", "\n", - "Before we move on to the next data structure, let's go over a behavior of python that can be confusing. When we create a new object like a list and assign a variable to that object, the variable is a pointer to the object and not the object itself. You can assign multiple variables to the same object, like giving multiple nicknames to the same person. This is important because when you then use that variable to modify the object, you will change the object itself and therefore all the other nicknames you gave it will refer to the updated object. Run the code block below to see a demonstration. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "a = [\"my\", \"list\", \"of\", \"words\"]\n", - "b = a\n", - "b[0] = \"your\"\n", - "print(a)\n" + "### Numpy arrays\n", + "\n", + "Numpy arrays are a data structure that only contain one type of data, typically numerical, and are N-dimensional (any number of dimensions). You can create numpy arrays using the `np.array()` function or by converting other data structures to an array using `np.asarray()` or other helper functions. There are also many functions that can create an array with pre-filled numbers, such as `np.zeros()` and `np.arange()`. An array is defined by its `shape`, which describes the number of elements in each dimension, also known as axes. The first axis is the number of rows, the second is the number of columns, and so on. \n", + "\n", + "Today we will be spending a lot of time with numpy arrays as they are one of the main data structures for working with numerical data. We will learn how to navigate them, read and write from them, and also how to perform mathematical operations on them. We will also use numpy to create some visualizations. \n", + "\n", + "**Use cases for numpy arrays**\n", + "\n", + "The use cases for numpy arrays are very broad. They are used in scientific computing, machine learning, data analysis, and more. They are optimized for fast mathematical operations and are very efficient in terms of memory usage. They are also very flexible in terms of the number of dimensions they can have, so you can store a lot of data in a single numpy array. They are not good for storing mixed data types or for storing data that is not numerical. \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If you want to create a COPY of the original object when you assign a new variable to it, you can use the `copy()` method. This creates a whole new object with the same values that is independent of the original. " + "#### Broadcasting\n", + "\n", + "You can perform mathematical operations on arrays and they'll propagate to each element. This is called **broadcasting**. In order for the element-wise operation to work, the two objects you're operating with either have to have the same shape or one of them has to be a scalar. Numpy also has functions that allow you to operate on the entire array, such as `np.sum()`, `np.mean()`, etc. In the last session, we wrote a function to calculate the mean squared error of two 1D arrays using the formula $\\frac{1}{n}\\sum_{i=1}^{n}(predicted_i - expected_i)^2$. " ] }, { @@ -263,18 +140,17 @@ "metadata": {}, "outputs": [], "source": [ - "a = [\"my\", \"list\", \"of\", \"words\"]\n", - "b = a.copy()\n", - "b[0] = \"your\"\n", - "print(a)\n", - "print(b)\n" + "predicted = np.array([1, 2, 3, 4, 5])\n", + "expected = np.array([2, 4, 1, 5, 5])\n", + "mse = (1/len(predicted)) * np.sum(np.square(predicted - expected))\n", + "print(mse)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "When you index a list, you create a what is known as a \"shallow copy\" of the list. This means that the new list is a new object, but the elements within it can still reference the old objects. In the code block below, we have a list that contains another list `x`. When we index the outer list, we create a new list that references the list `x`. When we change that element in the new list, we also change the object that `x` references." + "Breaking down the code, you can see what is produced at each step" ] }, { @@ -283,74 +159,30 @@ "metadata": {}, "outputs": [], "source": [ - "x = [\"my\", \"nested\"]\n", - "a = [x, \"list\", \"of\", \"words\"]\n", - "b = a[0]\n", - "print(b)\n", - "b[0] = \"your\"\n", - "print(a)\n", - "print(b)\n", - "print(x)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It's important to understand the concept of viewing vs copying data in python and to be aware of when you are modifying the data when you may not intend to. In general, it is good practice to be explicit about whether you want to make a copy of the data when you assign a new variable. This also applies to dictionaries and array objects as we'll learn in a moment. The default behavior of these data structures when you index them is to create a view or shallow copy to save on memory. " + "print(predicted - expected)\n", + "print(np.square(predicted - expected))\n", + "print(np.sum(np.square(predicted - expected)))\n", + "print(1/len(predicted))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Question:** Suppose I imported a large dataset into a dictionary but then only wanted to work with one of the entries. So I assign the entry I want to the variable `entry`. I then delete the original variable `data` to free up memory. Does this work? Why or why not?\n", + "#### Slicing and indexing numpy arrays\n", "\n", - "```python\n", - "data = dict(a = [1, 2, 3], b = [2, 3, 4], c = [3, 4, 5])\n", - "entry = data[\"a\"]\n", - "del data\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## An aside on libraries\n", + "Slicing arrays is a powerful tool for extracting subsets of data. The syntax for slicing is `array[start:stop:step]`. If you don't specify a start, it defaults to 0, if you don't specify a stop, it defaults to the end of the array, and if you don't specify a step, it defaults to 1. When you specify a start and stop, the range is inclusive of the start and exclusive of the stop. Usually, you don't need to specify the step, so you can omit the second colon. \n", "\n", - "While python can do a lot of things on its own, many of the more specialized uses for the programming language are supported by additional code libraries. Libraries are a collection of classes, objects, and functions that extend the functionality of python. In this workshop, we'll be using the `numpy`, `pandas`, `matplotlib`, and `seaborn`. Those form the basis of data analysis and plotting in python. The \"Getting started\" instructions will have already walked you through installing the libraries, but to actually use them in your code or jupyter notebook, they need to be imported. You can import an installed library with the `import` keyword, typically at the top of your script/notebook. You can also import specific functions or classes from a library using the `from` keyword. Run the code block below and notice that the libraries are imported with a shorthand name. Whenever you want to use a function or class from the library, you need to first append the shorthand to tell python you're looking for something from that library. " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "## Importing libraries\n", - "import numpy as np\n", - "import pandas as pd\n", - "import seaborn as sns\n", - "import matplotlib.pyplot as plt\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Numpy arrays\n", - "\n", - "Numpy arrays are a data structure that only contain one type of data, typically numerical, and are N-dimensional (any number of dimensions). You can create numpy arrays using the `np.array()` function or by converting other data structures to an array using `np.asarray()`. There are also many other functions that can create an array with pre-filled numbers, such as `np.zeros()` and `np.arange()`. An array is defined by its `shape`, which describes the number of elements in each dimension, also known as axes. The first axis is the number of rows, the second is the number of columns, and so on. \n", + "You can also use negative indices to count from the end of the array. When you use negative indices, inclusive of the start and exclusive of the stop still applies.\n", "\n", - "Numpy arrays can be navigated using indexing and slicing as well as boolean masks. Mathematical operations on numpy arrays occur element-wise, meaning the operation is applied to each element in the array. There are many useful functions and methods for manipulating arrays." + "Multi-dimensional numpy arrays are sliced and indexed with the same syntax, but you need to separate the dimensions with a comma. For example, `array[i, j]` will return the element at row `i` and column `j`. In two dimensions, the first axis is the rows and the second axis is the columns. So now the syntax is `array[row_start:row_stop:row_step, col_start:col_stop:col_step]`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** In the code block below, we create a numpy array using the function `np.arange()`, which creates evenly spaced values with a given interval (default 1). This creates a 1D array. We then `reshape()` that 1D array to a 10 by 10 2-D array. For your exercise, use slicing to extract the numbers between 30 and 80 (not inclusive of 80)" + "Here are some examples of slicing one-dimensional and two-dimensional arrays. See if you can predict the output before running the code." ] }, { @@ -359,16 +191,24 @@ "metadata": {}, "outputs": [], "source": [ - "my_array = np.arange(0,100).reshape(10,10)\n", - "print(my_array)\n", - "# Your code here\n" + "# Examples of slicing one-dimensional arrays\n", + "arr1 = np.array([1, 2, 3, 4, 5])\n", + "print(arr1[0:2])\n", + "print(arr1[1:3])\n", + "print(arr1[:])\n", + "print(arr1[2:])\n", + "print(arr1[-1:])\n", + "print(arr1[:-1])\n", + "print(arr1[-3:-1])\n", + "print(arr1[::2])\n", + "print(arr1[::-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** Reshape `my_array` to any other shape and print the shape of the new array. Also print the new array itself. What do you notice about how the array is filled in when reshaped?" + "Let's practice slicing the following array of 25 elements reshaped into a 5x5 array:" ] }, { @@ -377,15 +217,30 @@ "metadata": {}, "outputs": [], "source": [ - "# Your code here\n", - "\n" + "arr = np.array([\n", + " [1, 2, 3, 4, 5],\n", + " [6, 7, 8, 9, 10],\n", + " [11, 12, 13, 14, 15],\n", + " [16, 17, 18, 19, 20],\n", + " [21, 22, 23, 24, 25]\n", + "])\n", + "print(arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "In the code block below, we have used a conditional statement to filter the array for values between 30 and 80. However, what problem do you notice?" + ">**Exercise**: Perform the following operations on the `arr` array:\n", + ">\n", + "> 1. Extract the first row\n", + "> 2. Extract the last column\n", + "> 3. Extract the first three rows\n", + "> 4. Extract the central 3x3 square\n", + "> 5. Extract the last column using positive indexing, and then do it again using negative indexing\n", + "> 6. Extract every other column (and all rows)\n", + "> 7. Extract every other element of the first row. You should get [1, 3, 5]\n", + "> 8. Extract the last row and reverse it. You should get [25, 24, 23, 22, 21]" ] }, { @@ -394,16 +249,8 @@ "metadata": {}, "outputs": [], "source": [ - "filt = (my_array >= 30) & (my_array < 80)\n", - "print(filt)\n", - "print(my_array[(my_array >= 30) & (my_array < 80)])\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The filter did not preserve the shape of the array and returned just the values divorced from their positions. If you instead want a view of the array that shows where the condition was true, you can use numpy's `np.where()` function to show the value if the condition is true and a different value if the condition is false. In the code below, we use `np.nan` as the placeholder value for where the condition is false and ask it to show the original value from `my_array` where the value is true. " + "# 1. Extract the first row of the array\n", + "# Your code here\n" ] }, { @@ -412,15 +259,8 @@ "metadata": {}, "outputs": [], "source": [ - "filt = (my_array >= 30) & (my_array < 80)\n", - "np.where(filt, my_array, np.nan)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You can perform mathematical operations on arrays and they'll propagate to each element. In order for the element-wise operation to work, the two objects you're operating with either have to have the same shape or one of them has to be a scalar. Numpy also has functions that allow you to operate on the entire array, such as `np.sum()`, `np.mean()`, etc. In the code block below, we calculate the mean squared error of two dummy arrays using the formula $\\frac{1}{n}\\sum_{i=1}^{n}(predicted_i - expected_i)^2$." + "# 2. Extract the last column\n", + "# Your code here\n" ] }, { @@ -429,17 +269,8 @@ "metadata": {}, "outputs": [], "source": [ - "predicted = np.array([1, 2, 3, 4, 5])\n", - "expected = np.array([2, 4, 1, 5, 5])\n", - "mse = (1/len(predicted)) * np.sum(np.square(predicted - expected))\n", - "print(mse)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Breaking down the code, you can see what is produced at each step" + "# 3. Extract the first three rows\n", + "# Your code here\n" ] }, { @@ -448,17 +279,18 @@ "metadata": {}, "outputs": [], "source": [ - "print(predicted - expected)\n", - "print(np.square(predicted - expected))\n", - "print(np.sum(np.square(predicted - expected)))\n", - "print(1/len(predicted))\n" + "# 4. Extract the central 3x3 square\n", + "# Your code here\n" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - ">**Exercise:** In the code block below, I have an array of assignment grades in the first array and their weights in the second array. Calculate the weighted average of the grades." + "# 5. Extract the last column using positive indexing, then do it again using negative indexing\n", + "# Your code here" ] }, { @@ -467,96 +299,48 @@ "metadata": {}, "outputs": [], "source": [ - "gradeA = np.array([90, 88, 93, 85, 79, 100, 85, 92, 88, 95])\n", - "gradeW = np.array([0.05, 0.05, 0.05, 0.05, 0.05, 0.05, 0.05, 0.05, 0.2, 0.4])\n", - "\n", + "# 6. Extract every other column (and all rows)\n", "# Your code here\n" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - ">**Exercise:** Now I've combined the grades and weights into a single 2D array. Do the same calculation using numpy array indexing. " - ] - }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "grades = np.array([\n", - " [90, 0.05],\n", - " [88, 0.05],\n", - " [93, 0.05],\n", - " [85, 0.05],\n", - " [79, 0.05],\n", - " [100, 0.05],\n", - " [85, 0.05],\n", - " [92, 0.05],\n", - " [88, 0.2],\n", - " [95, 0.4]\n", - "])\n", - "\n", + "# 7. Extract every other element of the first row. You should get [1, 3, 5]\n", "# Your code here\n" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Numpy arrays are a powerful data structure that is oprimized for rapid mathematical operations. They form the basis of other data structures in python like the tensor in tensorflow and our next topic, the pandas dataframe. If you are working with purely numerical data, numpy arrays are the best." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Pandas dataframes\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Often when we work with data, we have multiple variables with different data types. While numpy arrays are very flexible for numerical data, it does not work as well with a combination of numerical and categorical data or when you want to have labels for your rows and columns. Pandas is another python library that builds upon numpy and adds the ability to create DataFrames, which are 2D tables with labeled rows and columns. You can think of python DataFrames as spreadsheets from excel or dataframes from R. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's start by learning about the pandas `Series` object. Series are one-dimensional arrays of indexed data. It can be created from a list or a numpy array with the `pd.Series()` function. Run the code block below and observe the differences between a `Series` and a numpy array. " - ] - }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "my_series = pd.Series([1, 2, 3, 4, 5])\n", - "my_array = np.array([1, 2, 3, 4, 5])\n", - "print(my_series)\n", - "print(my_array)\n" + "# 8. Extract the last row and reverse it. You should get [25, 24, 23, 22, 21]\n", + "# Your code here\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Notice that a series object has an index, which is a label for each element in the series. Numpy has an implicit index for its arrays, but Series objects have an explicit index. It's kind of like a dictionary where the keys are the indices and the values are the data. Similar to a dictionary, you can use `.values` to just get the data back. And you can also use `.index` to get the index labels. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "my_series[2]\n" + ">**Bonus Exercises**: Here are some more challenging slicing exercises:\n", + ">\n", + "> B1. Extract every other column and every other row, starting with the number 1. You should get:\n", + "> ```\n", + "> [[ 1 3 5]\n", + "> [11 13 15]\n", + "> [21 23 25]]\n", + "> ```\n", + "> B2. Extract a checkerboard pattern starting from the number 2. You should get:\n", + "> ```\n", + "> [[ 2 4]\n", + "> [12 14]\n", + "> [22 24]]\n", + "> ```" ] }, { @@ -565,7 +349,8 @@ "metadata": {}, "outputs": [], "source": [ - "my_series.values\n" + "# B1. Extract every other column and every other row, starting with the number 1.\n", + "# Your code here\n" ] }, { @@ -574,14 +359,15 @@ "metadata": {}, "outputs": [], "source": [ - "my_series.index\n" + "# B2. Extract a checkerboard pattern starting from the number 2.\n", + "# Your code here\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Indices don't have to be just numbers. They can be whatever values we want. Although duplicate index values are allowed, it is best to avoid. " + "It's important to note that slicing arrays creates a **view** of the original array, not a copy. This is known as \"passing by reference\". That means if you use a slice of an array and modify it, the original array will also be modified. " ] }, { @@ -590,8 +376,16 @@ "metadata": {}, "outputs": [], "source": [ - "grades_english = pd.Series([90, 88, 91], index = [\"Yann\", \"Xavier\", \"Zach\"])\n", - "grades_english\n" + "# This is the original array\n", + "print(arr)\n", + "# This is my slice of the array\n", + "slice = arr[1:4,1:4]\n", + "print(slice)\n", + "# I'm going to change the slice\n", + "slice[:,:] = 999\n", + "print(slice)\n", + "# This is the original array\n", + "print(arr)\n" ] }, { @@ -600,14 +394,21 @@ "metadata": {}, "outputs": [], "source": [ - "grades_english['Yann']\n" + "# Reseting the array\n", + "arr = np.array([\n", + " [1, 2, 3, 4, 5],\n", + " [6, 7, 8, 9, 10],\n", + " [11, 12, 13, 14, 15],\n", + " [16, 17, 18, 19, 20],\n", + " [21, 22, 23, 24, 25]\n", + "])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can construct dataframes from multiple Series objects. " + "When you do a calculation on a slice of an array, the result will be a new array." ] }, { @@ -616,16 +417,25 @@ "metadata": {}, "outputs": [], "source": [ - "grades_math = pd.Series([60, 55, 84], index = [\"Yann\", \"Xavier\", \"Zach\"])\n", - "grades = pd.DataFrame({'English': grades_english, 'Math': grades_math})\n", - "grades\n" + "# This is the original array\n", + "print(arr)\n", + "# This is my slice of the array\n", + "slice = arr[1:4,1:4]\n", + "print(slice)\n", + "# add 100 to each element of the slice\n", + "slice = slice + 100\n", + "print(slice)\n", + "# This is the original array\n", + "print(arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "To add a column to an existing dataframe, you can use the `[]` operator and assign a new series, or use the `pd.concat()` function. " + "#### Using boolean masks to filter arrays\n", + "\n", + "You can use boolean expresssions to filter arrays. Here's an example:" ] }, { @@ -634,15 +444,15 @@ "metadata": {}, "outputs": [], "source": [ - "grades[\"History\"] = [88, 100, 93]\n", - "grades\n" + "# Getting the even numbers from the array\n", + "arr[arr % 2 == 0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Observe how when I index into the \"history\" column, an index was added to it!" + "Under the hood, numpy creates a boolean mask that is the same shape as the array. The mask is `True` where the condition is met and `False` where it is not. You can then use the mask to filter the array." ] }, { @@ -651,39 +461,19 @@ "metadata": {}, "outputs": [], "source": [ - "grades[\"History\"]\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Indexing and slicing a dataframe" + "print(arr % 2 == 0)\n", + "print(arr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Pandas DataFrames are not just indexed by row, but also by column. You can access columns by name using the `[]` operator. If you want to access a row by the index, you can use the `.loc[]` method. Run the code blocks below and note how the indexing returns Series objects in both cases. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "grades.columns\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "grades[\"English\"]\n" + "When using boolean masks in this way, it's important to note that the original shape of the array is not preserved. So this is useful if you want to filter out elements and do something with that collection of elements, but not if you want to replace certain elements with others. \n", + "\n", + "If you want to replace elements in an array based on a condition, you can use the `np.where()` function. This function takes three arguments: the condition, the value to use if the condition is `True`, and the value to use if the condition is `False`.\n", + "\n", + "In the code block below, we will replace all of the odd numbers in the array with the number 0." ] }, { @@ -692,35 +482,18 @@ "metadata": {}, "outputs": [], "source": [ - "grades.loc[\"Yann\"]\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There are many ways to select subsets of a dataframe. The rows and columns of a dataframe can be referred to either by their integer position or by their indexed name. Typically, for columns, you'll use the indexed name and can just do `[]` with the name of the column. For rows, if you want to use the integer position, you will use `.iloc[]`. If you want to use the index name, you will use `.loc[]`. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "For reference, here's a handy table on the best ways to index into a dataframe:\n", - "\n", - "|Action|Named index|Integer Position|\n", - "|---|---|---|\n", - "|Select single column|`df['column_name]`|`df.iloc[:, column_position]`|\n", - "|Select multiple columns|`df[['column_name1', 'column_name2']]`|`df.iloc[:, [column_position1, column_position2]]`|\n", - "|Select single row|`df.loc['row_name']`|`df.iloc[row_position]`|\n", - "|Select multiple rows|`df.loc[['row_name1', 'row_name2']]`|`df.iloc[[row_position1, row_position2]]`|" + "np.where(arr % 2 == 0, arr, 0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Just like with numpy arrays, you can use boolean expressions to filter dataframes. In the code block below, we demonstrate how filtering works with dataframes. You can use the `[]` operator or the `.query()` method to filter on boolean expressions. " + ">**Exercise**: Perform the following operations on the `arr` array using boolean masks:\n", + ">\n", + "> 1. Extract all values less than the mean\n", + "> 2. Trim the array by removing the maximum and mininum value\n", + "> 3. Replace the maximum and minimum values with the mean of the entire array" ] }, { @@ -729,7 +502,8 @@ "metadata": {}, "outputs": [], "source": [ - "grades[grades[\"English\"] > 90] # extract rows that meet the condition where English grade > 90\n" + "# Extract all values less than the mean\n", + "# Your code here\n" ] }, { @@ -738,15 +512,11 @@ "metadata": {}, "outputs": [], "source": [ - "grades.query(\"English > 90\") # Another way to extract rows based on boolean expressions\n", - "# Note that the column name can be used directly inside the quotes. \n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - ">**Exercise:** Using a boolean expression, find out which student(s) had a higher English score than their History score." + "# Trim the array by removing the maximum and mininum value. Use np.min() and np.max() to find the min and max values\n", + "# Hint: it might be easiest to explicitly create the boolean mask for this\n", + "# The operator & is the element-wise AND operator, it returns True if both elements in an array are True\n", + "# Your code here\n", + "\n" ] }, { @@ -755,6 +525,8 @@ "metadata": {}, "outputs": [], "source": [ + "# Replace the maximum and minimum values with the mean of the entire array\n", + "# Hint: you can use the mask you created above and np.where()\n", "# Your code here\n" ] }, @@ -762,14 +534,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Wide vs long data" + "### Numpy math functions and additional capabilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The way our dataframe is organized can affect how we work with it. Currently, our `grades` dataframe is in what is considered a \"Wide\" format. Wide format is where levels of the same variable are spread out across the columns. In this case, the variable (implicit) of subject is split across the columns into English, Math, and History. In a \"Long\" format, subject would be one column and \"grade\" would be another column. We can convert Wide to Long format by **melting** the dataframe. " + "The numpy library isn't just about arrays. It also has a lot of mathematical functions that can be applied to arrays. Some of these functions may seem like duplicates of base python functions, but they are optimized for operating on multi-dimensional arrays whereas the base python functions are not. Other functions are unique to numpy and offer more advanced mathematical capabilities.\n", + "\n", + "You can find a list of all mathematical functions in the numpy library [here](https://numpy.org/doc/stable/reference/routines.math.html)." ] }, { @@ -778,15 +552,8 @@ "metadata": {}, "outputs": [], "source": [ - "# First we reset the index so the index gets its own column\n", - "grades.reset_index(names=\"Name\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Then we pick which column(s) will uniquely identify each row/observation. In our case, it's the Name of the student. We select which columns we want to melt together. They should all be levels of the same variable. Then, we select the name of the new column that will collect all the \"value_vars\". Finally, we give a name to the values associated with those variables, aka. \"Grade\". " + "# Getting the mean of the array along the columns\n", + "np.mean(arr, axis=0)" ] }, { @@ -795,31 +562,18 @@ "metadata": {}, "outputs": [], "source": [ - "grades_long = grades.reset_index(names = \"Name\").melt(id_vars = 'Name', value_vars = [\"English\", \"Math\", \"History\"], var_name = 'Subject', value_name = 'Grade')\n", - "grades_long\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Melting a dataset from Wide to Long will facilitate plotting with seaborn in the future. It also makes it easier to filter and manipulate dataframes." + "# getting the mean along the rows\n", + "np.mean(arr, axis=1)" ] }, { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotting directly from dataframe" - ] - }, - { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "One neat feature of pandas is that you can directly plot dataframes using the `.plot()` method. This method is a wrapper around matplotlib. In the code block below, we create a bar plot of the student's grades. Just as we will see with matplotlib, the plot function return an object we'll call ax, that we can use to further customize the plot. \n", - "\n", - "Ironically, the `plot()` method works better in our case with the wide data format. " + "# getting the standard deviation along the columns\n", + "np.std(arr, axis=0)" ] }, { @@ -828,67 +582,75 @@ "metadata": {}, "outputs": [], "source": [ - "ax = grades.plot(kind = 'bar')\n", - "ax.set_ylabel('Grade')\n" + "# getting histogram of the array\n", + "np.histogram(arr, bins=5, range=(1, 25))\n", + "# if you don't want to hardcode the range, you can use the min and max functions\n", + "np.histogram(arr, bins=5, range=(np.min(arr), np.max(arr)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Using `plot()` on a pandas DataFrame is a quick and easy way to visualize data on a high level. For more information on the this method, you can consult the visualization section of the pandas documentation [here](https://pandas.pydata.org/pandas-docs/stable/user_guide/visualization.html)." + "## Reading and writing data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Loading data into a dataframe\n", - "\n", - "One of the most useful features of pandas DataFrames is its ability to easily perform complex data transformations. This makes it a powerful tool for cleaning, filtering, and summarizing tabular data. Let's read some data into a DataFrame to demonstrate. This data comes from the Tidy Tuesday project, which posts a neat dataset every week. This data is from January 30, 2024 and is about all the recorded instances of groundhog day predictions. Groundhog Day is a North American tradition in which a groundhog emerges from its shadow on Feb 2 and if it sees its shadow, will go back inside and there will be 6 more weeks of winter. If it does not see its shadow, spring will come early. You can find out more about this dataset at the official TidyTuesday [github repo](https://github.com/rfordatascience/tidytuesday/tree/master/data/2024/2024-01-30)" + "We are going to take a short break from numpy to learn how to read and write data from files. Then, we will bring it back to numpy to learn how to read and write numpy arrays. Reading and writing files is a very important step in data analysis. For example, some raw files you have may be structured in a way that isn't machine-readable. Parsing or fixing those files is often easier using python or another coding language than re-doing it by hand. You may find yourself generating data or calculations that you want to save to your local machine. Using code to read and write files enhances reproducibility and automation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Below you can see an example of how to read csvs into pandas using the `pd.read_csv()` function. This function automatically detected a delimiter of comma and I didn't have to pass any additional arguments. Unlike numpy's `loadtxt` function, it can handle missing data and data of multiple types easily. For trickier imports, you can look at all the options on the pandas [documentation](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html). " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "groundhogs = pd.read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2024/2024-01-30/groundhogs.csv')\n", - "predictions = pd.read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2024/2024-01-30/predictions.csv')\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The data is split into 2 pieces. groundhogs has information on each groundhog, such as its id, name, and location. predictions has the record for historical predictions of each grounhog, by id. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "groundhogs.head(5)\n" + "### Reading data by line\n", + "\n", + "A common way to read data is by line. This is useful when you have a file that is too large to fit into memory all at once. You can read the file line by line and process each line as you go. This is also useful when you need to parse a file that has a specific structure so that it can be read into a data structure like a numpy array or pandas dataframe. In this section, when we talk about files, we mean text files that contain data that exist on your local machine. This is different from the data structures we've been working with so far, which are in memory (in your python instance).\n", + "\n", + "The syntax for opening a file is `open(filename, mode)`, where mode can be `r` for reading, `w` for writing, `a` for appending. Reading mode means that you can only read the file but not change it (on the disk). Writing mode means you are creating a new file or overwriting an existing file. Appending mode means you are adding to an existing file.\n", + "\n", + "When you open a file, you can read it line by line using a for loop. Normally, when you open a file, you should also close it with the `close()` method. However, a more \"pythonic\" way to do this is to use a `with` statement, which will automatically close the file once you've done what you need. Here's an example of how that might look with a for loop to print each line of a file:\n", + "\n", + "```python\n", + "with open('filename.txt', 'r') as file:\n", + " for line in file:\n", + " print(line)\n", + "```\n", + "\n", + "The above code will print each line of the file to the console. The variable `file` is how we refer to the file object that we've opened. We can name it anything we want, but `file` was just an example. The `line` variable is how we refer to each line of the file as we iterate through it. Again, it's an arbitrary name. This for loop is similar to how we iterate through a list. The only difference is that we're iterating through something that is being read from our local computer rather than an object in memory.\n", + "\n", + "In the example, we are only printing the lines of the file, but just as with any for loop, you can do anything you want with each line, such as apply a function to it, split it up and store it in a data structure, or write different parts of it to a new file. So think of that `print(line)` line as a placeholder for whatever you want to do with the line.\n", + "\n", + "#### Vocab\n", + "\n", + "|Term|Definition|\n", + "|---|---|\n", + "|File|A collection of data stored on a disk|\n", + "|Line|A string of characters that ends with a newline character|\n", + "|Newline character|A special character that indicates the end of a line, usually `\\n`|\n", + "|Delimiter|A character that separates data fields in a line, usually a comma, tab, or space|\n", + "|Parsing|The process of extracting data from a file|\n", + "|Whitespace|Any character that represents a space, tab, or newline|\n", + "|Leading/trailing whitespace|Whitespace at the beginning or end of a string|\n" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# It's always a good idea to check your dtypes!\n", - "groundhogs.info()\n" + "Let's work through a more concrete example of how we might read and then parse through a file. Let's suppose we have a list of taxon ids and bird names that we want to read into a dictionary. The file looks like this:\n", + "\n", + "```\n", + "Anas rubripes,American Black Duck,6924\n", + "Fulica americana,American Coot,473\n", + "Spinus tristis,American Goldfinch,145310\n", + "Falco sparverius,American Kestrel,4665\n", + "```\n", + "\n", + "In the code below we first read the file line by line, then strip the whitespace and split the line by a comma. Then, we will create a dictionary where the key is the taxon id and the value is the common name of the bird." ] }, { @@ -897,26 +659,35 @@ "metadata": {}, "outputs": [], "source": [ - "predictions.head(10)\n" + "filename = 'https://informatics.fas.harvard.edu/resources/Workshops/Python/data/bird_names.csv'\n", + "\n", + "bird_names = dict()\n", + "\n", + "with open(filename, 'r') as file:\n", + " for line in file:\n", + " line = line.strip().split(',')\n", + " bird_names[line[2]] = line[1]\n", + "\n", + "print(bird_names)" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "# It's always a good idea to check your dtypes!\n", - "predictions.info()\n" + ">**Exercise**: Rerun the code above and remove the `strip()` method. What happens?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Groupby and summarize\n", - "\n", - "One of the simplest things we can do is summarize how many predictions occured in each year. We can use the `groupby()` function to combine all the data for each unique value of \"year\" and then the `size()` function on that grouped dataframe to count the size of each group. This returns a `pd.Series` object with the year as the index. " + ">**Exercise**: Copy the code above and modify it so that the dictionary keys are the taxon ids and the values are another dictionary, with keys 'scientific_name' and 'common_name' and values the appropriate entries for that bird species.\n", + ">\n", + "> For example, a sample dictionary entry should look like this:\n", + "> ```\n", + "> {6924: {'scientific_name': 'Anas rubripes', 'common_name': 'American Black Duck'}}\n", + "> ```" ] }, { @@ -925,32 +696,29 @@ "metadata": {}, "outputs": [], "source": [ - "predictions.groupby(\"year\").size()\n" + "# Your code here\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** Using the groundhogs dataframe, display how many groundhogs vs non-groundhogs have participated. *hint* The column of interest is called \"is_groundhog\"." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# your code here\n" + ">**Exercise**: Why did we use a dictionary to store the data in the previous exercise? Think about what features of a dictionary make it a good choice or what features of lists or arrays make them a bad choice." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Instead of yearly predictions, I want to instead bin these years into decades. Let's create a new column in the predictions dataframe that is the decade of the year. \n", + "Below is an excerpt from a file of iNaturalist observations of birds in Cambridge, MA from the year 2023. We will loop through the file and count the number of observations of each species. We will also use the previously created dictionary to get the species names.\n", "\n", - "In the first line below, I'm creating a new column in the predictions dataframe called \"decade\" that is the year divided by 10 and floored `//` times 10 again. So the year 1999 becomes 199 becomes 1990. Notice that creating a new column in a dataframe is as simple as assigning a value to a new key." + "```csv\n", + "id,time_observed_at,taxon_id\n", + "145591043,2023-01-01 17:33:31 UTC,14886\n", + "145610149,2023-01-01 20:55:00 UTC,7004\n", + "145610383,2023-01-01 21:13:00 UTC,6993\n", + "145611915,2023-01-01 21:12:00 UTC,13858\n", + "```" ] }, { @@ -959,15 +727,33 @@ "metadata": {}, "outputs": [], "source": [ - "predictions['decade'] = predictions['year'] // 10 * 10\n", - "predictions.head(10)\n" + "filename = 'https://informatics.fas.harvard.edu/resources/Workshops/Python/data/bird_observations.csv'\n", + "\n", + "bird_observations = dict()\n", + "\n", + "with open(filename, 'r') as birdfile:\n", + " # skip the header\n", + " next(birdfile)\n", + " for line in birdfile:\n", + " # clean up the line and split into list\n", + " observation = line.strip().split(',')\n", + " # get the bird id\n", + " id = observation[2]\n", + " # get the bird name by looking up in the bird_names dictionary\n", + " name = bird_names[id]['common_name']\n", + " # if this is the first time we're seeing the bird, add it to our observations dict\n", + " if name not in bird_observations:\n", + " bird_observations[name] = 0\n", + " # increment the count by 1\n", + " bird_observations[name] += 1\n", + "print(bird_observations)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now, to summarize the number of predictions per decade, I use the `groupby()` method again. In this case, I grouped by \"decade\" and used the method size() to see how many observations/rows exist per decade. " + "If you routinely find yourself reading delimited files, you might want to use the `csv` library. The `csv` library also has the ability to parse Excel files or read and write to/from dictionaries directly. For more information, here's the [doc page](https://docs.python.org/3/library/csv.html). Here's what the above code would look like using the `csv` module:" ] }, { @@ -976,24 +762,59 @@ "metadata": {}, "outputs": [], "source": [ - "predictions.groupby(\"decade\").size()\n" + "import csv\n", + "\n", + "filename = 'https://informatics.fas.harvard.edu/resources/Workshops/Python/data/bird_observations.csv'\n", + "\n", + "bird_observations = dict()\n", + "\n", + "with open(filename, 'r') as birdfile:\n", + " # this line takes the place of us having to strip and split the lines\n", + " reader = csv.reader(birdfile, delimiter=',')\n", + " # skip the header\n", + " next(reader)\n", + " for row in reader:\n", + " id = row[2]\n", + " name = bird_names[id]['common_name']\n", + " if name not in bird_observations:\n", + " bird_observations[name] = 0\n", + " bird_observations[name] += 1\n", + "print(bird_observations)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "You can \"groupby\" multiple columns by passing a list of column names. In the code block below, I group by both \"decade\" and \"shadow\" to see how many times a shadow was seee each decade. This returns a multi-indexed pandas Series, where each combination of \"decade\" and \"shadow\" (for which there is a value) is a unique index." + "Here are some handy functions when working with lines in files. These are all string methods, so you can use them on any string, including strings that are read from a file.\n", + "\n", + "**Useful functions for reading files by line**\n", + "\n", + "| Function | Description |\n", + "| --- | --- |\n", + "| `.strip()` | Removes leading and trailing whitespace and newlines from a string |\n", + "| `.split()` | Splits a string into a list of strings based on a delimiter |\n", + "| `.join()` | Joins a list of strings into a single string with a delimiter |\n", + "| `line[:]` | Indexing and slicing works on strings too |\n", + "| `.replace(old, new)` | Replaces all instances of `old` with `new` in a string |\n", + "\n", + "**Useful special characters**\n", + "\n", + "Special characters in files are often used as delimiters or to indicate the end of a line. The two most common special characters are:\n", + "\n", + "| Character | Description |\n", + "| --- | --- |\n", + "| `\\n` | Newline character |\n", + "| `\\t` | Tab character |" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "p = predictions.groupby([\"decade\", \"shadow\"]).size()\n", - "print(p)\n" + "### Writing data by line\n", + "\n", + "Writing data to a file is similar to reading data from a file. You can open a file in write mode and then write to it line by line using the `print()` method, but this time passing in the variable we've stored the opened file in (in our case the variable is unimaginatively named `file`). Here's an example of writing a list of strings to a file:" ] }, { @@ -1002,30 +823,47 @@ "metadata": {}, "outputs": [], "source": [ - "p.index\n" + "my_text = ['this is a test', 'this is another test', 'this is the final test']\n", + "\n", + "with open('my_text.txt', 'w') as file:\n", + " for line in my_text:\n", + " print(line, file=file)\n", + "\n", + "# reading it back\n", + "with open('my_text.txt', 'r') as file:\n", + " for line in file:\n", + " print(line)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If we want to turn this Series into a DataFrame where the index values are columns, we can use the `reset_index()` method. This will turn the multi-index into columns and create a new integer index. Why would we want to do this? DataFrames are a bit easier to work with than Series objects." + ">**Exercise**: When we print the file back, there are extra newlines in between each line. Can you think of a way to display the contents of the file without these? There are several options. If you are stuck, look at the documentation of the [print()](https://docs.python.org/3/library/functions.html#print) function." ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "p.reset_index(name = \"count\")\n" + "### Reading and writing data with numpy\n", + "\n", + "Unless we're simulating data, most of the time we'll be loading data into python from a file. Numpy has two main functions for loading in text-based data such as CSVs: `np.loadtxt()` and `np.genfromtxt()`. The main difference between the two is that `np.genfromtxt()` can handle missing data, while `np.loadtxt()` cannot. So, to play it safe, it's usually best to use `np.genfromtxt()`.\n", + "\n", + "Remember that numpy arrays can only contain one type of data, so if your file contains headers or mixed data types, you'll need to use additional options to tell numpy how to handle them." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Alternatively, we can use the `unstack()` method to turn the multi-index into columns. This will automatically fill in missing values with `NaN`. " + "We will now import a numerical dataset of red wine quality ratings and various chemical properties. It has a header row and is separated by semi-colons. Here's a preview of the data:\n", + "\n", + "```\n", + "fixed acidity;volatile acidity;citric acid;residual sugar;chlorides;free sulfur dioxide;total sulfur dioxide;density;pH;sulphates;alcohol;quality\n", + "7.4;0.7;0;1.9;0.076;11;34;0.9978;3.51;0.56;9.4;5\n", + "7.8;0.88;0;2.6;0.098;25;67;0.9968;3.2;0.68;9.8;5\n", + "```" ] }, { @@ -1034,21 +872,30 @@ "metadata": {}, "outputs": [], "source": [ - "p.unstack()\n" + "# import using genfromtxt and skip the header\n", + "wines_array = np.genfromtxt('https://informatics.fas.harvard.edu/resources/Workshops/Python/data/winequality-red.csv', delimiter=';', skip_header = 1)\n", + "# import the header separately\n", + "# we specify the dtype as str so that numpy doesn't try to convert the header to a number\n", + "wines_header = np.genfromtxt('https://informatics.fas.harvard.edu/resources/Workshops/Python/data/winequality-red.csv', delimiter=';', max_rows=1, dtype=str)\n", + "print(wines_header)\n", + "print(wines_array)\n", + "print(wines_array.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Merging and joining" + ">**Exercise**: Use `max` or `np.max` to find the max quality rating in the dataset and extract the rows with that rating. Save it to a new array called `best_wines`." ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "Let's find out if there are differences between the predictions of groundhogs vs non-groundhogs. We will need to combine the groundhogs and the predictions dataframes. Merging is a way to combine two dataframes based on a common column or index. In the code block below, we've created two dataframes that share the column \"A\". The DataFrames do not share columns \"B\" and \"C\". Additionally, `df2` has one more row than `df1`. " + "# Your code here\n" ] }, { @@ -1057,17 +904,14 @@ "metadata": {}, "outputs": [], "source": [ - "df1 = pd.DataFrame({'A': ['A0', 'A1', 'A2', 'A3'],'B': ['B0', 'B1', 'B2', 'B3']})\n", - "df2 = pd.DataFrame({'A': ['A0', 'A1', 'A2', 'A3', 'A4'],'C': ['C0','C1', 'C2', 'C3', 'C4']})\n", - "print(df1)\n", - "print(df2)\n" + "print(best_wines)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "When we merge the two dataframes using the `pd.merge()` function, we can specify that the column to merge on is \"A\" and whether to keep only rows in common (default) or to keep all rows (`how='outer'`). Note that when we do the outer merge, the missing values are filled in with `NaN`. " + "Now that we have 18 top wines, let's save them to a new file. We can use the `np.savetxt()` function to save it as a human-readable delimited file. Instead of using semi-colons, we'll use commas to separate the values. " ] }, { @@ -1076,15 +920,19 @@ "metadata": {}, "outputs": [], "source": [ - "print(pd.merge(df1, df2, on = 'A'))\n", - "print(pd.merge(df1, df2, on = 'A', how = 'outer'))\n" + "# Saving the array to a csv\n", + "np.savetxt(\"best_wines.csv\", best_wines, delimiter=\",\")\n", + "# Reading it back\n", + "with open('best_wines.csv', 'r') as file:\n", + " for line in file:\n", + " print(line.strip())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** Merge the groundhogs and predictions dataframes on the 'id' column and save it to a dataframe called \"combined\". Then, use groupby to summarize the number of shadow predictions made by groundhogs vs non-groundhogs. (You'll need to groupby two columns)" + "What happened to the numbers? The default format for `np.savetxt()` is to save the data as a floating point number with 8 decimal places. However, our original csv did not have that much precision. This is because numpy internally loaded our data in this format but just didn't display the whole thing for us. We can change a number's **display format** using the `fmt` argument. Here's how you would save the data with 3 decimal places. You will also notice that we took the `wines_header` variable and joined it into a single string with commas. This is because `np.savetxt()` expects a single string for the header row." ] }, { @@ -1093,37 +941,26 @@ "metadata": {}, "outputs": [], "source": [ - "# Your code here\n", - "\n" + "np.savetxt(\"best_wines.csv\", best_wines, delimiter=\",\", fmt='%.3f', header=','.join(wines_header))\n", + "with open('best_wines.csv', 'r') as file:\n", + " for line in file:\n", + " print(line.strip())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Tip for the next exercise: When you are chaining multiple methods together, you can split the command across multiple lines for readability. Just enclose the entire command in parentheses." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# This plots a comparison of the predictions of groundhogs vs non-groundhogs\n", - "(combined\n", - " .groupby([\"is_groundhog\", \"shadow\"])\n", - " .size()\n", - " .unstack()\n", - " .plot(kind = \"bar\", xlabel = \"Is it a groundhog?\", ylabel = \"Number of Predictions\")\n", - ")\n" + "This way of saving the data prepends the header row with a `#` character to indicate that it is a comment. That way, if you were to load the data back in with numpy, it would ignore the header row automatically. If you don't want this behavior, you can set the `comments` argument to an empty string. There are a lot of formatting options if you need things to be precisely formatted in print, but we won't go into the details today." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** Using the combined dataframe, plot the number of predictions made each year by both real and fake groundhogs as a line plot. Color the line by whether the groundhog is a groundhog or not." + ">**Exercise**: Now that we've got the data, let's do one exercise focused on manipulating the data within numpy arrays. Remember what we've learned about slicing arrays and broadcasting operations. \n", + ">\n", + "> Every chemical property on the wine dataset is measured in different units. Let's normalize all the data so that it is on the same scale. To do this, we will first subtract the mean (`np.mean`) of each column from each element in the column, then divide by the standard deviation of the column (`np.std`). The quality column (last column) is not a chemical property, so we will not normalize it. Save the normalized data + original quality column to a new array." ] }, { @@ -1132,30 +969,44 @@ "metadata": {}, "outputs": [], "source": [ - "# Your code here\n" + "# Your code here\n", + "\n", + "# make a reference to the wines array without the last column\n", + "\n", + "# calculate the mean of each column\n", + "\n", + "# calculate the standard deviation of each column\n", + "\n", + "# calculate the z-scores and assign them to a new array, z_scores\n", + "\n", + "# add back the quality column to the z_scores array (hint: use np.column_stack)\n", + "\n", + "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We've done some high level data manipulation and plotting with pandas. Now it's time to go back to the basics and gain a foundational understanding of how to make plots in python." + ">**Bonus exercise**: Can you figure out a way to do this, but without assuming the last column is the quality? One approach would be to first identify the column index of the 'quality' column in the header array (you can use np.where for this, or convert to a list and use index). Then, make a column mask that includes all columns but the one that matches the quality index. Then, make your slice using the column maks. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Plotting basics with matplotlib" + "--------" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Matplotlib is probably the most popular library for plotting figures in python. It is the basis of other plotting libraries, such as seaborn and the pandas dataframe plots. In this section we will demonstrate how to plot with matplotlib to illustrate the underlying principles of plotting. However, because seaborn is essentially a user-friendly wrapper around matplotlib, we'll save the exercises for the seaborn section.\n", + "## Matplotlib\n", + "\n", + "Matplotlib is probably the most popular library for plotting figures in python. It is the basis of other plotting libraries, such as seaborn and the pandas dataframe plots. In this section we will demonstrate how to plot with matplotlib to illustrate the underlying principles of plotting.\n", "\n", - "There are two ways to plot using matplotlib: the object-oriented interface and the pyplot interface. The pyplot interface was designed to help folks transitioning from MATLAB to python. The object-oriented interface is the more reccommended way to plot figures if you're completely new. To begin plotting, we first have to import the library.\n", + "There are two ways to plot using matplotlib: the object-oriented interface and the pyplot interface. The pyplot interface was designed to help folks transitioning from MATLAB to python. The object-oriented interface is the more reccommended way to plot figures if you're completely new. To begin plotting, we first have to import pyplot from matplotlib, which is typically done like `import matplotlib.pyplot as plt`. This allows us to use the `plt` alias to access the pyplot functions.\n", "\n", "Simple plots such as scatter and line plots with one or two variables are easy to create in matplotlib. The steps to plotting are as follows:\n", "\n", @@ -1171,33 +1022,33 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "\n", "# Generate some data\n", - "expected = np.linspace(0, 10, 5)\n", - "predicted1 = expected + np.random.normal(0, 1, 5)\n", - "predicted2 = expected + np.random.normal(0, 1, 5)\n", + "# generate some uniformly distributed x values\n", + "expected = np.random.randint(1, 10, 20)\n", + "# add some normally distributed noise to get y values\n", + "predicted1 = expected + np.random.normal(0, 1, 20)\n", + "predicted2 = expected + np.random.normal(2, 1, 20)\n", "\n", "# Create a subplot\n", "fig, ax = plt.subplots()\n", "\n", - "# Plot each group\n", - "ax.scatter(x = expected, y = predicted1)\n", - "ax.scatter(x = expected, y = predicted2)\n", + "# Plot each group. You can use `label` to add a legend to each group of points\n", + "ax.scatter(x = expected, y = predicted1, label = \"Group 1\")\n", + "ax.scatter(x = expected, y = predicted2, label = \"Group 2\")\n", "\n", "# Customize the plot\n", "ax.set_xlabel(\"Expected\")\n", "ax.set_ylabel(\"Predicted\")\n", "\n", "# Add legend\n", - "ax.legend([\"Group 1\", \"Group 2\"])\n" + "ax.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If I wanted to plot these points in two different graphs, I can create two Axes objects and plot the data on each." + ">**Exercise**: Create a scatter plot of the first two columns of the `wines_array` dataset. Label the x-axis \"Fixed Acidity\" and the y-axis \"Volatile Acidity\". Add a title to the plot \"Fixed vs Volatile Acidity in Red Wines\"." ] }, { @@ -1206,23 +1057,20 @@ "metadata": {}, "outputs": [], "source": [ - "fig, ax = plt.subplots(1,2)\n", + "# Your code here\n", "\n", - "# plot each subplot\n", + "# Create the fix, ax object\n", "\n", - "ax[0].scatter(x = expected, y = predicted1)\n", - "ax[1].scatter(x = expected, y = predicted2)\n" + "# Plot the data with ax.scatter\n", + "\n", + "# Label the x-axis and y-axis\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Breaking down the grammar of matplotlib\n", - "\n", - "There are many ways to customize a matplotlib plot, but to understand how, we first need to understand the objects returned by the `plt.subplots()` function and how the plot is constructed. The first object that `plt.subplots()` returns is a `matplotlib.figure.Figure` instance. It is a top-level container for all plot elements. This object is like the **canvas** of a painting, and holds parameters such as the size of the entire plot, the background color, how subplots are layed out, etc. The `Figure` also holds all the `Axes` which are the actual plots that are going to be drawn. The second object is a `matplotlib.axes.Axes` object. Think of this like an **artist** that *draws* on the canvas. When customizing plots, such as choosing which data to plot, how to plot it, and in what colors or shapes, you will be interacting with the `Axes` object. \n", - "\n", - "In the below code blocks, we break down the generation of the Figure object and the Axes object into multiple lines to show how they are related. (note that in the jupyter notebook environment, we had to repeat the previous lines per code block)" + "The `ax.scatter()` method takes in the x and y data as the first two arguments. There are additional arguments you can pass to customize the plot, such as changing the color (`c`) or size (`s`) of the points based on a third variable. If you want the legend to reflect the color of points, you can save the return object of the `ax.scatter()` method to a variable and pass that to the `ax.legend()` method." ] }, { @@ -1231,38 +1079,31 @@ "metadata": {}, "outputs": [], "source": [ - "# Making the data\n", - "N = 50\n", + "fig, ax = plt.subplots()\n", "\n", - "df = pd.DataFrame({\"x_values\": np.random.rand(N), \\\n", - " \"y_values\": np.random.rand(N), \\\n", - " \"class\": np.random.randint(0,4, size = N), \\\n", - " \"size\": np.random.randint(20,300, size = N)})\n", + "# Plot the data with ax.scatter\n", + "pts = ax.scatter(x = wines_array[:,0], y = wines_array[:,1], c = wines_array[:,-1])\n", "\n", - "df.head()\n" + "# the pts object has a method for getting information about the legend\n", + "print(pts.legend_elements()[0]) # this element represents the points (each unique dot type)\n", + "print(pts.legend_elements()[1]) # this element represents the values (quality)\n", + "\n", + "# Use the * operator to unpack the tuple into the legend method.\n", + "ax.legend(*pts.legend_elements(), title=\"Quality\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Just generating a figure creates a canvas, but no axes, so nothing is drawn. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "fig = plt.figure()\n" + "### Using loops to plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The Figure object can add a subplot and returns an Axes object, also known as an \"Artist\". Now we have a blank canvas with a blank plot." + "It is relatively simple to plot two axes in one figure. Give `plt.subplots` two numbers representing the number of rows and columns you want and the Axes object it returns will beceome an array. You can then index into it to plot on each object. In the below example, we also demonstrate how to plot text using the `.text()` method." ] }, { @@ -1271,15 +1112,16 @@ "metadata": {}, "outputs": [], "source": [ - "fig = plt.figure()\n", - "ax = fig.add_subplot()\n" + "fig, ax = plt.subplots(2,1)\n", + "ax[0].text(0.5, 0.5, \"Top plot\", ha = \"center\")\n", + "ax[1].text(0.5, 0.5, \"Bottom plot\", ha = \"center\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We pass the data to the Axes object, which has methods for different types of plots, including `scatter()`. The Axes object draws the points, and then returns another object representing those points. This is an object of the class `PathCollection`. The pts (PathCollection) object has its own methods for customizing just those dots." + "If you want to plot multiple subplots, pass the number of rows and columns of subplots you want to the `plt.subplots()` function. This will return an array of axes objects which you can index into to plot on each subplot. For larger plots, it's helpful to increase the size of the canvas using the `figsize` parameter in `plt.subplots()`." ] }, { @@ -1288,20 +1130,28 @@ "metadata": {}, "outputs": [], "source": [ - "fig = plt.figure()\n", - "ax = fig.add_subplot()\n", - "pts = ax.scatter(x = df[\"x_values\"], y = df[\"y_values\"])\n" + "# demonstration of looping through axes to plot multiple subplots\n", + "fig, ax = plt.subplots(3, 3, figsize = (10, 10))\n", + "# This flattens the 2D array of axes into a 1D array\n", + "# Alternatively, you can use a nested loop to plot by row and column\n", + "ax = ax.flatten()\n", + "for i in range(9):\n", + " # draw number in center of plot\n", + " ax[i].text(0.5, 0.5, str(i), fontsize = 18, ha = 'center')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also use loops to loop through an array of data and plot each column. This is useful when you have a lot of data and don't want to write out each plot individually. Let's start with a new type of plot, histogram. The `ax.hist()` method creates a histogram, which is a plot of the frequency of data points in a certain range." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Most of the time, we'll be creating the fig and ax objects in the same line using the `plt.subplots()` function, as demonstrated below. We can use additional parameters during the `scatter()` method to customize the plot, such as adding color or size parameters with additional data. \n", - "\n", - "The PathCollection object can be used to create a legend for the plot. We use `ax.legend()` and pass it the object's `legend_elements()` method to create a legend. \n", - "\n", - "Finally. we can then use `ax.set()` to change the labels of the plot. " + "The below is a histogram" ] }, { @@ -1310,24 +1160,20 @@ "metadata": {}, "outputs": [], "source": [ - "# create the figure and axis\n", + "# Create a figure and axis\n", "fig, ax = plt.subplots()\n", "\n", - "# plot the data\n", - "pts = ax.scatter(x = df[\"x_values\"], y = df[\"y_values\"], c = df[\"class\"], s = df[\"size\"])\n", - "\n", - "# create the legend\n", - "legend1 = ax.legend(*pts.legend_elements(), loc = \"lower left\", title = \"Classes\")\n", - "\n", - "# add x, y, and title labels\n", - "ax.set(xlabel = \"X\", ylabel = \"Y\", title = \"Scatterplot\")\n" + "ax.hist(wines_array[:,0], bins = 20, label = wines_header[0])\n", + "ax.set_title(\"Fixed Acidity\")\n", + "ax.set_xlabel(\"Z Score\")\n", + "ax.set_ylabel(\"Frequency\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "In our case we actually have two legends to add, one for the color and one for the sizes. Unfortunately, `ax.legend()` replaces existing legends so here we are creating the first legend, using the `ax.add_artist()` method to add it to the plot, and then creating another legend to be added to the plot." + "Now we will loop through the columns of the `wines_array` dataset and plot a histogram of each column. We will also add a title to each subplot with the name of the column." ] }, { @@ -1336,55 +1182,63 @@ "metadata": {}, "outputs": [], "source": [ - "# create the figure and axis\n", - "fig, ax = plt.subplots()\n", + "# Create a figure and axis\n", "\n", - "# plot the data\n", - "pts = ax.scatter(x = df[\"x_values\"], y = df[\"y_values\"], c = df[\"class\"], s = df[\"size\"])\n", + "num_columns = wines_array.shape[1]\n", + "fig, axes = plt.subplots(num_columns, 1, figsize=(10, num_columns * 3), constrained_layout=True)\n", "\n", - "# create the legend\n", - "legend1 = ax.legend(*pts.legend_elements(), loc = \"lower left\", title = \"Classes\")\n", - "\n", - "### new\n", - "# manually add the first legend (for the classes) to the plot\n", - "ax.add_artist(legend1) \n", - "### new\n", - "\n", - "### new\n", - "# create a second legend for the sizes\n", - "legend2 = ax.legend(*pts.legend_elements(prop = \"sizes\", alpha = 0.6), loc = \"upper right\", title = \"Sizes\") \n", - "### new\n", - "\n", - "# add x, y, and title labels\n", - "ax.set(xlabel = \"X\", ylabel = \"Y\", title = \"Scatterplot\")\n" + "for i in range(num_columns):\n", + " ax = axes[i] # Select the current subplot\n", + " ax.hist(wines_array[:, i], bins=30, alpha=0.7, edgecolor='black') # Plot histogram of the current column\n", + " ax.set_title(f'Histogram of {wines_header[i]}') # Set title\n", + " ax.set_xlabel('Z Score') # Set x-axis label\n", + " ax.set_ylabel('Frequency') # Set y-axis label\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "In general, for every element of a plot, there is a corresponding object or parameter of an object than you use to customize it. Matplotlib can get pretty granular. The matplotlib \"Anatomy of a figure\" image and its corresponding [docs page](https://matplotlib.org/stable/gallery/showcase/anatomy.html) will be helpful to understand how to customize different parts of a plot. These labels are a mix of objects and their functions, but they should give you a good idea of what you can customize." + ">**Exercise:** You will notice that the last column we plotted was the quality scores, and we mistakenly mis-labeled the X axis as \"Z Score\". Copy the code above and fix the final x-axis label to \"Quality Score\". *hint* you can fix it outside of the loop or inside the loop using an if statement. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Your code here\n", + "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "" + "This is just scratching the surface of what you can do with matplotlib. The way most people learn to use matplotlib for their own purposes is to look at the [gallery](https://matplotlib.org/stable/gallery/index.html) and find a plot that is similar to what they want to make. Then they copy the code and modify it to suit their needs.\n", + "\n", + "Alternatively, you can usually find the answer to your questions online. While matplotlib is very powerful, it can be tricky to use and most people have to look up how to do things." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Using loops to plot" + ">**Bonuse Exercise**: Think about how you might use a for loop to plot multiple sets of points in the same scatter plot. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "It is relatively simple to plot two axes in one figure. Give `plt.subplots` two numbers representing the number of rows and columns you want and the Axes object it returns will beceome an array. You can then index into it to plot on each object." + "## Pandas\n", + "\n", + "### The pandas DataFrame\n", + "\n", + "Often when we work with data, we have multiple variables with different data types. While numpy arrays are very flexible for numerical data, it does not work as well with a combination of numerical and categorical data or when you want to have labels for your rows and columns. Pandas is another python library that builds upon numpy and adds the ability to create DataFrames, which are 2D tables with labeled rows and columns. You can think of python DataFrames as spreadsheets from Excel or dataframes from R. \n", + "\n", + "Let's manually create a simple dataframe in pandas to showcase their behavior:" ] }, { @@ -1393,16 +1247,22 @@ "metadata": {}, "outputs": [], "source": [ - "fig, ax = plt.subplots(2,1)\n", - "ax[0].text(0.5, 0.5, \"Top plot\", ha = \"center\")\n", - "ax[1].text(0.5, 0.5, \"Bottom plot\", ha = \"center\")\n" + "tournamentStats = {\n", + " \"wrestler\": [\"Terunofuji\", \"Ura\", \"Shodai\", \"Takanosho\"],\n", + " \"wins\": [13, 6, 10, 12]\n", + "}\n", + "\n", + "dataframe = pd.DataFrame(tournamentStats)\n", + "\n", + "print(dataframe)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If you want to plot multiple subplots, pass the number of rows and columns of subplots you want to the `plt.subplots()` function. This will return an array of axes objects which you can index into to plot on each subplot. For larger plots, it's helpful to increase the size of the canvas using the `figsize` parameter in `plt.subplots()`." + "It is important to note that in pandas dataframes, both rows and columns are *explicitly indexed*, which means that every row and column has a label associated with it, i.e. the index. You can think of the explicit indices as the being the names of the rows and the names of the columns. In other libraries e.g. `numpy` or indeed in base python, arrays and similar data structures are *implicitly* indexed, which means they have an integer associated with their position. For example, if we wanted the first element in a list we would refer to it like `lst[0]`, or we wanted the first element in the first row of a 2D `numpy` array we could specify it with `array[1,1]`. With pandas dataframes, you CAN refer to values implicitly using this default integer index, but you can also refer to its explicit index label. \n", + "For example, we can check the index of the columns in a pandas dataframe using the `columns()` method:" ] }, { @@ -1411,21 +1271,14 @@ "metadata": {}, "outputs": [], "source": [ - "# demonstration of looping through axes to plot multiple subplots\n", - "fig, ax = plt.subplots(3, 3, figsize = (10, 10))\n", - "# This flattens the 2D array of axes into a 1D array\n", - "# Alternatively, you can use a nested loop to plot by row and column\n", - "ax = ax.flatten()\n", - "for i in range(9):\n", - " # draw number in center of plot\n", - " ax[i].text(0.5, 0.5, str(i), fontsize = 18, ha = 'center')\n" + "dataframe.columns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another way to plot several sets of data on the same plot is to use a loop over the discrete values. In the code block below, we demonstrate plotting the separate classes of data from the `df` object in a loop. Notice that we can use the `label` parameter to assign each class its own label and that we do not have to save the PathCollection object to create the legend." + "And we can refer to a specific column with its index inside of square brackets `[]`:" ] }, { @@ -1434,56 +1287,28 @@ "metadata": {}, "outputs": [], "source": [ - "# demo code block of looping through columns to plot multiple data sets on one axes\n", - "\n", - "fig, ax = plt.subplots()\n", - "\n", - "# make a dictionary of values you want associated with each class\n", - "classes = {\n", - " 0: {\n", - " \"color\": \"red\",\n", - " \"label\": \"Class 0\"\n", - " },\n", - " 1: {\n", - " \"color\": \"blue\",\n", - " \"label\": \"Class 1\"\n", - " },\n", - " 2: {\n", - " \"color\": \"green\",\n", - " \"label\": \"Class 2\"\n", - " },\n", - " 3: {\n", - " \"color\": \"orange\",\n", - " \"label\": \"Class 3\"\n", - " }\n", - "}\n", - "\n", - "for key in classes:\n", - " # filter the data to only include the current class you're plotting\n", - " data = df[df[\"class\"] == key]\n", - " # plot just that class and assign the color and label\n", - " ax.scatter(x = data[\"x_values\"], y = data[\"y_values\"], c = classes[key][\"color\"], label = classes[key][\"label\"])\n", + "#Single column:\n", + "dataframe[\"wrestler\"]\n", "\n", - "# the bbox_to_anchor argument moves the legend outside of the plot\n", - "ax.legend(bbox_to_anchor=(1.25, 0.5))\n", - "\n", - "# You can continue modifying the ax outside of the loop\n", - "ax.set(xlabel = \"X\", ylabel = \"Y\", title = \"Scatterplot\")\n" + "#Multiple columns (note the double []!):\n", + "dataframe[[\"wrestler\", \"wins\"]]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Better plotting with seaborn\n", - "\n" + "If we want to explicitly refer to a row, we need to use the `.loc` function:" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "While matplotlib can be very powerful, it's not very user friendly and takes a lot of in depth knowledge to get a plot that is even slightly complicated. The purpose of the previous section was to introduce the conceptual underpinnings of the object oriented plotting interface. Now, we will learn how to plot with the library seaborn, which is built on top of this interface and takes care of a lot of the details for you. One of the reasons seaborn is so easy to work with is that it is built to work with pandas DataFrames whereas matplotlib existed before pandas and was built to work with numpy arrays. For the most part, we recommend using seaborn for your regular plotting needs while keeping in mind the matplotlib background if you want to tweak something super specific that may not be available in seaborn. " + "#First let's check the row indices using the index() function:\n", + "print(dataframe.index)" ] }, { @@ -1492,16 +1317,15 @@ "metadata": {}, "outputs": [], "source": [ - "import seaborn as sns\n" + "#And we can refer to a row using its specific label:\n", + "dataframe.loc[0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Below is the one-line code to plot the same scatter plot we did with matplotlib. As you can see, seaborn does a lot of the drawing of the plot for us, leaving us to just specify the names of the variables and where to plot them. Like matplotlib, seaborn's plotting functions return an object that can be used to further customize the plot.\n", - "\n", - "The `relplot()` function is a high level function that is designed to plot both scatter and line plots. You can specify the type using the \"kind\" parameter. " + "We also need to use `.loc` if we are referring to a specific row AND column, e.g.:" ] }, { @@ -1510,30 +1334,75 @@ "metadata": {}, "outputs": [], "source": [ - "g = sns.relplot(data = df, x = \"x_values\", y = \"y_values\", hue = \"class\", size = \"size\", kind = \"scatter\")\n" + "print(dataframe.loc[0, \"wrestler\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`relplot()`, along with `distplot()` and `catplot()` are \"Figure-level\" functions which provides a unified interface to plot multiple types of \"axes-level\" plots. Figure-level functions return a `FacetGrid` object which can be used to customize the plot. You can also directly use the axes-level functions, such as `sns.scatterplot()` and they will return the familiar `matplotlib.pyplot.Axes` object. In the image below, you can see the how the axes-level functions are encompassed by each figure-level function.\n", + "### Analyzing real data with pandas\n", + "\n", + "To best illustrate the strength of pandas, let's consider a practical use-case. Let's say that we have conducted an RNAseq experiment. We sequenced RNA from five samples, and we want to know how expression levels of each transcript differ between our five samples. We map the RNAseq data against our reference transcriptome and use the `Kallisto` software package to actually calculate the expression level of each transcript in our transcriptome. For each sample, `Kallisto` will output a tab-separated list (a `.tsv` file) that looks something like this: \n", + "\n", + "```\n", + "target_id\tlength\teff_length\test_counts\ttpm\n", + "TCONS_00000001\t1809\t1611.2\t0\t0\n", + "TCONS_00000002\t1134\t936.204\t0\t0\n", + "TCONS_00000003\t1118\t920.204\t0\t0\n", + "TCONS_00000004\t1121\t923.204\t0\t0\n", + "TCONS_00000131\t792\t594.718\t0\t0\n", + "TCONS_00000005\t1429\t1231.2\t0\t0\n", + "TCONS_00000006\t1554\t1356.2\t0\t0\n", + "TCONS_00000007\t1662\t1464.2\t6.00886\t0.166434\n", + "TCONS_00000132\t1997\t1799.2\t0\t0\n", + "```\n", + "\n", + "Let's not worry about the details of each column, as for our purposes the two columns were are interested in are the first and last, i.e. the 'target_id' column and the 'tpm' columns. 'Target_id' refers to the unique ID for each transcript in our transcriptome (which are called \"TCONS_someNumber\"); 'tpm' stands for \"transcripts per million\" and is just a normalized measurement of transcript abundance (i.e. high TPM == a highly expressed trancript).\n", + "\n", + "Since we have five samples, we will have 5 `.tsv` files output by `Kallisto`. *We want to create a final summary dataset that has a column of transcript IDs and columns for the TPM for each sample, AND the gene that each transcript derives from.* \n", + "\n", + "This is the sort of problem you will run into quite a lot in bioinformatics...a decently sized portion of the field can basically be summed up as \"take this file and re-arrange it to look like another file\"! I often find it helpful when starting on tasks like this to *envision what I want my final data to look like*, which can help me figure out where to begin. So in this case, I know I want to produce a final table that looks something like this:\n", "\n", - "![](https://seaborn.pydata.org/_images/function_overview_8_0.png)" + "| transID | sample1_TPM | sample2_TPM | sample3_TPM | sample4_TPM | sample5_TPM | geneID |\n", + "|-----------|-------------|-------------|-------------|-------------|-------------|--------|\n", + "| TCONS_01 | 0 | 0 | 1.2 | 5 | 3 | gene1 |\n", + "| TCONS_02 | 21.4 | 12.3 | 10.0 | 0 | 9.3 | gene1 |\n", + "| TCONS_03 | 3.3 | 0.12 | 0 | 0 | 4.7 | gene2 |\n", + "| Etc. etc. | | | | | | |\n", + "\n", + "You might be confused about where the gene IDs are coming from, as if we look at our input `.tsv` files we can see that they do not contain any **gene level information**, only the transcript IDs. It's true, we will need an additional source of information! We also have the file `data/geneIDs.tsv`, which contains the corresponding gene names for each transcript and looks like this:\n", + "\n", + "```\n", + "TCONS_00000001 gene-SNX18_gGal-2\n", + "TCONS_00000002 gene-LOC116806879_tGut-like-2\n", + "TCONS_00000004 gene-KCMF1_gGal-like-1\n", + "TCONS_00000003 gene-KCMF1_gGal-like-1\n", + "TCONS_00000005 gene-ATP5F1AW_gGal-like-2\n", + "Etc. etc.\n", + "```\n", + "So once we have our re-arranged data frame, we will need to query this list and pull out the gene name for each transcript. This can all feel a little overwhelming, so let's step back and consider the large-scale things that our code will need to accomplish...in other words, let's write the logic flow out as pseudo-code together!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Figure level plotting" + "```\n", + "\n", + "Pseudo-code for our task:\n", + "\n", + "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's load a real dataset that contains a mixture of categorial and continuous variables to illustrate seaborn's plotting capabilities. " + "### Importing data to pandas\n", + "One of the most useful features of pandas DataFrames is its ability to easily perform complex data transformations. This makes it a powerful tool for cleaning, filtering, and summarizing tabular data. Let's read some data into a DataFrame to demonstrate. \n", + "\n", + "Below you can see an example of how to read files into pandas using the `pd.read_csv()` function. The `csv` stands for 'comma-separated values', which means by defaults it will assume that our columns are separated by **commas**; however, we can change that to tab-separated easily, using the `sep=` argument. " ] }, { @@ -1542,31 +1411,28 @@ "metadata": {}, "outputs": [], "source": [ - "penguins = sns.load_dataset(\"penguins\")\n", - "penguins.info()\n" + "df1 = pd.read_csv(\"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv\", sep='\\t')\n", + "\n", + "# The head() function from pandas prints only the first N lines of a dataframe (default: 10)\n", + "df1.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The code block below demonstrates how to use a figure-level function to plot a scatter plot of the penguins dataset. Notice that we now use `hue` instead of `c` to color the points by sex. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sns.relplot(data = penguins, x = \"bill_length_mm\", y = \"bill_depth_mm\", hue = \"sex\", kind = \"scatter\")\n" + "Since we need to do the same task several times (i.e. turn multiple input files into pandas dataframes), let's write a function that takes a sample ID and a file path and does the following:\n", + "1. use the `read_csv()` function in pandas to read in a file as a pandas dataframe (remember: our input is TAB separated, not comma separated!)\n", + "2. re-name the 'target_id' column to 'transcriptID' and the 'tpm' column to the sample ID\n", + "3. subsets the data frame to only keep the two renamed columns\n", + "4. return the simplified data frame" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "The code block below demonstrates how to use the figure-level function `relplot()` to break up a scatterplot into three facets based on the species of penguin using the \"col\" parameter. We can then use the FacetGrid object to customize the axis labels and also to acess the Axes level objects it contains." + "Recall that you can give a list of columns to a dataframe to subset that dataframe:" ] }, { @@ -1575,34 +1441,20 @@ "metadata": {}, "outputs": [], "source": [ - "g=sns.relplot(data = penguins, x = \"bill_length_mm\", y = \"bill_depth_mm\", hue = \"sex\", kind = \"scatter\", col = \"species\")\n", - "\n", - "# Using the FacetGrid methods to customize the figure\n", - "g.set_axis_labels(\"Bill Length (mm)\", \"Bill Depth (mm)\")\n", - "# A tricky/annoying way to edit the legend. \n", - "# You have to access a private attribute rather than use a method\n", - "g._legend.set_title(\"Sex\")\n", - "\n", - "# Dropping down to the matplotlib axes objects that are contained in the FacetGrid object\n", - "g.axes[0,0].set_title(\"Adelie\")\n", - "g.axes[0,1].set_title(\"Chinstrap\")\n", - "g.axes[0,2].set_title(\"Gentoo\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Axes level plotting" + "list_of_cols = ['target_id', 'tpm']\n", + "df1[list_of_cols]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If you want to compose multiple plots of different kinds, it's best to use the axes-level functions, as they are regular matplotlib objects and can be composed just like we learned previously. Just like before, we create the fig and ax objects using `plt.subplots()`, but this time we pass the axes objects as a parameter in the seaborn axes-level functions. Then, just as before with matplotlib, we use the returned ax objects to set the labels and other customizations for each subplot. \n", - "\n", - "This syntax is very similar to base matplotlib, but because of its native support for pandas dataframes, the code is much easier to read and write." + ">**Exercise**: write a function that takes a sample ID and a file path and does the following:\n", + ">\n", + ">1. use the `read_csv()` function in pandas to read in a file as a pandas dataframe (remember: our input is TAB separated, not comma separated!)\n", + ">2. re-name the 'target_id' column to 'transcriptID' and the 'tpm' column to the `sampleID` (use the `.rename()` method of your dataframe [link](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.rename.html))\n", + ">3. subsets the data frame to only keep the two renamed columns\n", + ">4. return the simplified data frame" ] }, { @@ -1611,37 +1463,41 @@ "metadata": {}, "outputs": [], "source": [ - "# standard matplotlib opening\n", - "fig, ax = plt.subplots(1, 2, figsize = (10, 8))\n", - "plt.tight_layout(pad = 3) # adjust the padding of the subplots and the main title\n", + "def makePandasDF(sampleID,samplePath):\n", + " #Your code goes here: \n", + " \n", + " #read the tab-separated file as a Pandas dataframe\n", "\n", - "# now we switch to using seaborn plotting functions\n", - "p1 = sns.boxplot(data = penguins, x = \"species\", y = \"bill_depth_mm\", hue = \"sex\", ax = ax[0])\n", - "p2 = sns.scatterplot(data = penguins, x = \"bill_length_mm\", y = \"bill_depth_mm\", hue = \"species\", ax = ax[1])\n", + " \n", + " #renaming two columns for clarity/ease of use later\n", "\n", - "# the below is all matplotlib code\n", - "p1.set(xlabel = \"\", ylabel = \"Bill Depth (mm)\")\n", - "p1.legend(title = \"Sex\")\n", - "p2.set(xlabel = \"Bill Length (mm)\", ylabel = \"Bill Depth (mm)\")\n", - "p2.legend(title = \"Species\")\n", + " \n", + " #making a list of the columns we want to retain\n", + " \n", + " #subset the dataframe to only be the two desired columns\n", "\n", - "fig.suptitle(\"Penguin Measurements\")\n" + " \n", + " #return the simplified data frame" ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "In general, if you're doing one type of plot, it's easiest to use the Figure level function. This is because these functions take care of placing the legend sensibly outside the plot, resizing the canvas to fit the data, and can easily facet subplots by category automatically. \n", + "# Test your code:\n", + "sampleID = \"AC_1873_20908\"\n", + "filePath = \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv\"\n", "\n", - "If you want to compose a plot with multiple different types of subplots or integrate a plot with base matplotlib objects, use the axes-level functions. " + "makePandasDF(sampleID, filePath)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** Create a single violin plot comparing the body mass of the penguins by both sex and species. Customize the axis labels and legend title. You may use either `sns.violinplot()` or `sns.catplot()` to do this. " + "Now let's expand our code further. We have five samples that we want to read in and convert to Pandas dataframes. We are going to create a dictionary where the `key` is the unique sample ID for each sample, and the `value` is the tab-separated list (i.e. the data) for each sample:" ] }, { @@ -1650,10 +1506,27 @@ "metadata": {}, "outputs": [], "source": [ - "# Your code here\n", - "# Using catplot\n", + "#We have 5 samples and corresponding datasets\n", + "#We will save them as a dictionary where the key = sample ID and value = path to the dataset\n", + "samplesDict = {\n", + " \"AC_1873_20908\": \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv\",\n", + " \"AW_366493\": \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/B03v1_366493_h_S18_L003_abundance.tsv\",\n", + " \"AW_366490\": \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/E06v1_366490_g_S45_L003_abundance.tsv\",\n", + " \"AW_366494\": \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/E07v1_366494_br_S53_L003_abundance.tsv\",\n", + " \"AW_365335\": \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/E08v1_365335_e_S61_L003_abundance.tsv\"\n", + "}\n", "\n", - "\n" + "print(samplesDict)\n", + "print(samplesDict[\"AW_366494\"])\n", + "example = samplesDict[\"AW_366494\"]\n", + "print(example)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "> Excercise: write a loop that takes each sample and converts it to a pandas dataframe, using the function we created above. Hold all the pandas dataframes in a list. Remember: python dictionary keys are iterable, just like a list is. The result of your loop should be a list holding all the pandas dataframes." ] }, { @@ -1662,17 +1535,16 @@ "metadata": {}, "outputs": [], "source": [ - "# Your code here\n", - "# Using violinplot\n", + "pandasDFs = [] #initialize a list to hold the pandas dataframes\n", "\n", - "\n" + "# Your code goes here:\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - ">**Exercise:** The penguins dataset has 7 variables. Utilize a Figure-level function to plot as many of them as you can at once in one line." + "To create our finalized dataset, we will need to merge all the pandas dataframes together. Let's take a look at our dataframes to remind ourselves what they look like: " ] }, { @@ -1681,29 +1553,29 @@ "metadata": {}, "outputs": [], "source": [ - "# Your code here\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Jointplots and pairplots" + "# here we tell head() to only print the first 5 lines, rather than the default 10\n", + "pandasDFs[0].head(5)\n", + "pandasDFs[1].head(5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Another group of figure-level functions are `jointplot()` and `pairplot()`. `jointplot()` is used to plot the relationship between two continuous variables and the distribution of each variable. `pairplot()` is used to plot the relationship between all pairs of continuous variables in a dataframe. " + "When merging, we don't just want to concatenate all the data frames together; instead, we want to join the dataframes based on the values in the 'transcriptID' column. For this we will use the `pd.merge()` function in pandas, which combines two dataframes based on a shared column (or index). \n", + "Let's look at a simple example first to see how exactly the `merge()` function works. Here we manually define two simple pandas dataframe using the `pd.DataFrame()` function, where `df1` has two columns (called 'A' and 'B') and `df2` has two columns (called 'A' and 'C') with one more row than `df1`." ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "In the code block below, you can see that a joint plot is a scatter plot in the middle and then a kernel density estimate plot of each variable on the sides." + "df1 = pd.DataFrame({'A': ['A0', 'A1', 'A2', 'A3'],'B': ['B0', 'B1', 'B2', 'B3']})\n", + "df2 = pd.DataFrame({'A': ['A0', 'A1', 'A2', 'A3', 'A4'],'C': ['C0','C1', 'C2', 'C3', 'C4']})\n", + "\n", + "df1.head()\n" ] }, { @@ -1712,14 +1584,14 @@ "metadata": {}, "outputs": [], "source": [ - "sns.jointplot(data = penguins, x = \"bill_depth_mm\", y = \"bill_length_mm\", hue = \"species\")\n" + "df2.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Just like other figure level functions, you can use \"kind\" to swap between different representations, in this case \"kind\" can be one of “scatter”, “kde”, “hist”, “hex”, “reg”, “resid”." + "When we merge the two dataframes using the `pd.merge()` function, we can specify that the column to merge on is \"A\" and whether to keep only rows in common (default) or to keep all rows (`how='outer'`). Note that when we do the outer merge, the missing values are filled in with `NaN`." ] }, { @@ -1728,30 +1600,22 @@ "metadata": {}, "outputs": [], "source": [ - "sns.jointplot(data = penguins, x = \"bill_depth_mm\", y = \"bill_length_mm\", hue = \"species\", kind = \"kde\")\n" + "print(pd.merge(df1, df2, on = 'A'))\n", + "print(pd.merge(df1, df2, on = 'A', how = 'outer'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "A pairplot plots a grid of scatter plots of all pairs of continuous variables. On the diagonal, it plots the distributions of each variable. " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sns.pairplot(data = penguins, hue = \"species\")\n" + "The `how = 'outer'` argument refers to the **type of join** we want to perform...the types of joins can get a little complicated and is beyond the scope of this class, but if you are familiar with `SQL` or the `tidyverse` package in `R`, it is basically identical to the joins in those languages. You can also check out the pandas merge documentation [here](https://pandas.pydata.org/pandas-docs/stable/user_guide/merging.html#merge)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "# Comparing plotting with matplotlib, pandas, and seaborn" + ">Exercise: write a loop that merges our five pandas dataframes that we created above into a new dataframe. " ] }, { @@ -1760,23 +1624,29 @@ "metadata": {}, "outputs": [], "source": [ - "## Seaborn\n", + "mergedDF = pandasDFs[0] #we first need to an initial dataframe which we can then sequentially merge on\n", "\n", - "long_grades = grades.reset_index().melt(id_vars = 'index', value_vars = [\"English\", \"Math\", \"History\"], var_name = 'Subject', value_name = 'Grade')\n", - "fig, ax = plt.subplots()\n", - "long_bar = sns.barplot(data = long_grades, x = 'index', y = 'Grade', hue = 'Subject')\n" + "#your code goes here:\n" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "## Pandas\n", + "Now for the final step, getting the gene name for each transcript! Recall that this information lives in the file `data/geneIDs.tsv`, so we are first going to have to read in this file as well. There are several ways we could do this, depending on what our specific goals are, but as we only want to retain the transcripts that have a corresponding gene ID in the table, the easiest way is again using the `merge()` function.\n", "\n", - "ax = grades.plot(kind = 'bar')\n", - "ax.set_ylabel('Grade')\n" + "Here's a sample of what the file looks like:\n", + "\n", + "```\n", + "TCONS_00000001\tgene-SNX18_gGal-2\n", + "TCONS_00000002\tgene-LOC116806879_tGut-like-2\n", + "TCONS_00000004\tgene-KCMF1_gGal-like-1\n", + "TCONS_00000003\tgene-KCMF1_gGal-like-1\n", + "```\n", + "\n", + ">Exercise: read in the file `data/geneIDs.tsv` as a pandas dataframe and merge it with our combined dataframe to assign a gene name to each transcript \n", + ">\n", + "> Note that this import requires customizing the `pd.read_csv()` function because there is no header. You'll have to look at the documentation to figure out how to add a header" ] }, { @@ -1785,23 +1655,8 @@ "metadata": {}, "outputs": [], "source": [ - "## Matplotlib\n", - "\n", - "width = 0.3 # the width of the bars\n", - "x = np.arange(len(grades.index)) # the label locations\n", - "\n", - "fig, ax = plt.subplots()\n", - "ax.bar(x - width, grades[\"Math\"], width, label='Math')\n", - "ax.bar(x, grades[\"History\"], width, label='History')\n", - "ax.bar(x + width, grades[\"English\"], width, label='English')\n", - "\n", - "# Add some text for labels, title and custom x-axis tick labels, etc.\n", - "ax.set_xlabel('Students')\n", - "ax.set_ylabel('Grades')\n", - "ax.set_title('Grades by subject')\n", - "ax.set_xticks(x)\n", - "ax.set_xticklabels(grades.index)\n", - "ax.legend()\n" + "# your code goes here:\n", + "filename = \"https://informatics.fas.harvard.edu/resources/Workshops/Python/data/geneIDs.tsv\"" ] } ], diff --git a/docs/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv b/docs/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv new file mode 100644 index 0000000..0a0735b --- /dev/null +++ b/docs/resources/Workshops/Python/data/A01v1_20908_bl_S1_L003_abundance.tsv @@ -0,0 +1,100 @@ +target_id length eff_length est_counts tpm +TCONS_00000001 1809 1611.2 0 0 +TCONS_00000002 1134 936.204 0 0 +TCONS_00000003 1118 920.204 0 0 +TCONS_00000004 1121 923.204 0 0 +TCONS_00000131 792 594.718 0 0 +TCONS_00000005 1429 1231.2 0 0 +TCONS_00000006 1554 1356.2 0 0 +TCONS_00000007 1662 1464.2 6.00886 0.166434 +TCONS_00000132 1997 1799.2 0 0 +TCONS_00000133 2118 1920.2 0 0 +TCONS_00000134 2232 2034.2 0 0 +TCONS_00000135 2175 1977.2 0 0 +TCONS_00000136 2061 1863.2 0 0 +TCONS_00000137 2169 1971.2 0 0 +TCONS_00000138 2244 2046.2 0 0 +TCONS_00000139 873 675.424 0 0 +TCONS_00000140 786 588.718 0 0 +TCONS_00000008 2451 2253.2 0 0 +TCONS_00000009 2205 2007.2 0 0 +TCONS_00000141 168 57.3923 0 0 +TCONS_00000010 1314 1116.2 18.0856 0.657115 +TCONS_00000142 639 443.187 0 0 +TCONS_00000011 651 454.91 0 0 +TCONS_00000143 1851 1653.2 0 0 +TCONS_00000144 2466 2268.2 0 0 +TCONS_00000145 2367 2169.2 0 0 +TCONS_00000146 2433 2235.2 0 0 +TCONS_00000147 1641 1443.2 0 0 +TCONS_00000148 1989 1791.2 0 0 +TCONS_00000012 171 59.1276 0 0 +TCONS_00000013 270 121.162 0 0 +TCONS_00000014 165 55.8434 0 0 +TCONS_00000015 592 397.324 1.03985 0.10614 +TCONS_00000016 579 384.628 0 0 +TCONS_00000017 171 59.1276 0 0 +TCONS_00000018 270 121.162 0 0 +TCONS_00000019 165 55.8434 0 0 +TCONS_00000149 270 121.162 0 0 +TCONS_00000150 268 119.8 0 0 +TCONS_00000151 356 185.023 0 0 +TCONS_00000152 391 214.193 0 0 +TCONS_00000153 180 64.2178 0 0 +TCONS_00000154 105 28.5931 0 0 +TCONS_00000155 191 70.7091 0 0 +TCONS_00000156 86 21.9058 0 0 +TCONS_00000020 602 407.116 0 0 +TCONS_00000021 217 86.2823 0 0 +TCONS_00000022 169 57.9641 0 0 +TCONS_00000023 278 126.784 0 0 +TCONS_00000024 65 14.1625 0 0 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+target_id length eff_length est_counts tpm +TCONS_00000001 1809 1580.35 62 1.82628 +TCONS_00000002 1134 905.349 583.698 30.0124 +TCONS_00000003 1118 889.349 0 0 +TCONS_00000004 1121 892.349 50.5127 2.63508 +TCONS_00000131 792 564.234 83 6.84775 +TCONS_00000005 1429 1200.35 0 0 +TCONS_00000006 1554 1325.35 0 0 +TCONS_00000007 1662 1433.35 8738.97 283.816 +TCONS_00000132 1997 1768.35 0 0 +TCONS_00000133 2118 1889.35 40.374 0.99476 +TCONS_00000134 2232 2003.35 42.3097 0.983134 +TCONS_00000135 2175 1946.35 26.4019 0.631456 +TCONS_00000136 2061 1832.35 23.9144 0.607549 +TCONS_00000137 2169 1940.35 24.9331 0.598171 +TCONS_00000138 2244 2015.35 13.0669 0.301822 +TCONS_00000139 873 644.626 95 6.86032 +TCONS_00000140 786 558.341 0 0 +TCONS_00000008 2451 2222.35 63 1.31965 +TCONS_00000009 2205 1976.35 0 0 +TCONS_00000141 168 48.2137 0 0 +TCONS_00000010 1314 1085.35 15.0027 0.643471 +TCONS_00000142 639 414.663 113 12.6856 +TCONS_00000011 651 426.23 139 15.181 +TCONS_00000143 1851 1622.35 155 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b/docs/resources/Workshops/Python/data/E06v1_366490_g_S45_L003_abundance.tsv new file mode 100644 index 0000000..dd3bb2a --- /dev/null +++ b/docs/resources/Workshops/Python/data/E06v1_366490_g_S45_L003_abundance.tsv @@ -0,0 +1,100 @@ +target_id length eff_length est_counts tpm +TCONS_00000001 1809 1569.8 0 0 +TCONS_00000002 1134 894.798 3.09541 0.146875 +TCONS_00000003 1118 878.798 0 0 +TCONS_00000004 1121 881.798 0 0 +TCONS_00000131 792 555.164 0 0 +TCONS_00000005 1429 1189.8 7.01949 0.250489 +TCONS_00000006 1554 1314.8 0 0 +TCONS_00000007 1662 1422.8 0 0 +TCONS_00000132 1997 1757.8 0 0 +TCONS_00000133 2118 1878.8 0 0 +TCONS_00000134 2232 1992.8 0 0 +TCONS_00000135 2175 1935.8 0 0 +TCONS_00000136 2061 1821.8 0 0 +TCONS_00000137 2169 1929.8 0 0 +TCONS_00000138 2244 2004.8 0 0 +TCONS_00000139 873 634.706 0 0 +TCONS_00000140 786 549.261 0 0 +TCONS_00000008 2451 2211.8 0 0 +TCONS_00000009 2205 1965.8 1 0.0215982 +TCONS_00000141 168 53.4582 1 0.794221 +TCONS_00000010 1314 1074.8 48.0698 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0 +TCONS_00000004 1121 874.124 15.3314 1.1964 +TCONS_00000131 792 547.752 1 0.124533 +TCONS_00000005 1429 1182.12 0 0 +TCONS_00000006 1554 1307.12 32.1204 1.67623 +TCONS_00000007 1662 1415.12 7227.19 348.373 +TCONS_00000132 1997 1750.12 1.0695 0.0416852 +TCONS_00000133 2118 1871.12 301.479 10.9907 +TCONS_00000134 2232 1985.12 724.869 24.9082 +TCONS_00000135 2175 1928.12 72.3631 2.56007 +TCONS_00000136 2061 1814.12 22.5556 0.848119 +TCONS_00000137 2169 1922.12 92.8155 3.29389 +TCONS_00000138 2244 1997.12 139.184 4.75396 +TCONS_00000139 873 626.995 109.538 11.9171 +TCONS_00000140 786 541.945 23.4622 2.95313 +TCONS_00000008 2451 2204.12 119 3.68282 +TCONS_00000009 2205 1958.12 0 0 +TCONS_00000141 168 51.6624 0 0 +TCONS_00000010 1314 1067.12 40 2.55691 +TCONS_00000142 639 402.201 257 43.5873 +TCONS_00000011 651 413.297 176 29.0483 +TCONS_00000143 1851 1604.12 496 21.0918 +TCONS_00000144 2466 2219.12 867.185 26.6563 +TCONS_00000145 2367 2120.12 15.2779 0.491557 +TCONS_00000146 2433 2186.12 351.785 10.9767 +TCONS_00000147 1641 1394.12 591.413 28.9374 +TCONS_00000148 1989 1742.12 744.59 29.1547 +TCONS_00000012 171 53.1756 0 0 +TCONS_00000013 270 108.184 385.435 243.028 +TCONS_00000014 165 50.221 0 0 +TCONS_00000015 592 359.055 133.863 25.4314 +TCONS_00000016 579 347.535 1.38998 0.272823 +TCONS_00000017 171 53.1756 0 0 +TCONS_00000018 270 108.184 385.435 243.028 +TCONS_00000019 165 50.221 0 0 +TCONS_00000149 270 108.184 0 0 +TCONS_00000150 268 106.804 4.96579 3.17154 +TCONS_00000151 356 166.459 0 0 +TCONS_00000152 391 192.43 277.053 98.2107 +TCONS_00000153 180 57.9553 0 0 +TCONS_00000154 105 26.4384 0 0 +TCONS_00000155 191 63.2189 0 0 +TCONS_00000156 86 20.4197 0 0 +TCONS_00000020 602 368.24 32.911 6.0965 +TCONS_00000021 217 76.6354 0 0 +TCONS_00000022 169 52.164 2.31914 3.03268 +TCONS_00000023 278 112.876 35.0483 21.1805 +TCONS_00000024 65 13.8638 0 0 +TCONS_00000025 361 169.898 217.336 87.2596 +TCONS_00000026 270 108.184 0 0 +TCONS_00000027 180 57.9553 0 0 +TCONS_00000028 398 197.759 0 0 +TCONS_00000029 391 192.43 324.623 115.074 +TCONS_00000030 86 20.4197 0 0 +TCONS_00000031 356 166.459 0 0 +TCONS_00000032 270 108.184 0 0 +TCONS_00000033 165 50.221 0 0 +TCONS_00000034 180 57.9553 0 0 +TCONS_00000035 398 197.759 12.496 4.31026 +TCONS_00000036 391 192.43 1001.98 355.185 +TCONS_00000037 86 20.4197 0 0 +TCONS_00000038 356 166.459 0 0 +TCONS_00000039 165 50.221 0 0 +TCONS_00000040 160 47.8925 30.0775 42.8394 +TCONS_00000041 398 197.759 11.4162 3.93781 +TCONS_00000042 391 192.43 562.652 199.451 +TCONS_00000043 86 20.4197 0 0 +TCONS_00000044 356 166.459 0 0 +TCONS_00000045 105 26.4384 0 0 +TCONS_00000046 165 50.221 0 0 +TCONS_00000047 316 137.938 0 0 +TCONS_00000048 270 108.184 0 0 +TCONS_00000049 125 34.0687 0 0 +TCONS_00000050 401 199.981 0 0 +TCONS_00000051 276 111.752 2 1.22081 +TCONS_00000052 165 50.221 0 0 +TCONS_00000053 3057 2810.12 283.297 6.8768 +TCONS_00000054 2442 2195.12 190.013 5.90464 +TCONS_00000157 906 659.615 0.573164 0.0592732 +TCONS_00000158 1080 833.124 453.535 37.1339 +TCONS_00000159 1245 998.124 231.411 15.815 +TCONS_00000055 1408 1161.12 84 4.93481 +TCONS_00000056 1303 1056.12 0 0 +TCONS_00000057 1444 1197.12 0 0 +TCONS_00000160 1068 821.124 217.336 18.0548 +TCONS_00000058 1926 1679.12 0 0 +TCONS_00000059 1896 1649.12 0 0 +TCONS_00000060 1842 1595.12 0 0 +TCONS_00000061 1794 1547.12 231.09 10.1889 +TCONS_00000062 1764 1517.12 48.1757 2.16609 +TCONS_00000063 1710 1463.12 0 0 +TCONS_00000064 1680 1433.12 0 0 +TCONS_00000065 1746 1499.12 0 0 +TCONS_00000066 1614 1367.12 0 0 +TCONS_00000161 1170 923.124 52 3.84249 +TCONS_00000162 303 128.715 353 187.075 +TCONS_00000163 441 231.027 0 0 diff --git a/docs/resources/Workshops/Python/data/E08v1_365335_e_S61_L003_abundance.tsv b/docs/resources/Workshops/Python/data/E08v1_365335_e_S61_L003_abundance.tsv new file mode 100644 index 0000000..30f8eda --- /dev/null +++ b/docs/resources/Workshops/Python/data/E08v1_365335_e_S61_L003_abundance.tsv @@ -0,0 +1,100 @@ +target_id length eff_length est_counts tpm +TCONS_00000001 1809 1566.59 85 2.62097 +TCONS_00000002 1134 891.591 996.045 53.9649 +TCONS_00000003 1118 875.591 0 0 +TCONS_00000004 1121 878.591 20.6699 1.13645 +TCONS_00000131 792 551.66 6 0.525385 +TCONS_00000005 1429 1186.59 0 0 +TCONS_00000006 1554 1311.59 32.7549 1.20636 +TCONS_00000007 1662 1419.59 14395.4 489.846 +TCONS_00000132 1997 1754.59 0 0 +TCONS_00000133 2118 1875.59 327.423 8.43275 +TCONS_00000134 2232 1989.59 188.787 4.58359 +TCONS_00000135 2175 1932.59 20.183 0.50448 +TCONS_00000136 2061 1818.59 32.4375 0.861608 +TCONS_00000137 2169 1926.59 41.5374 1.04147 +TCONS_00000138 2244 2001.59 61.4626 1.48332 +TCONS_00000139 873 631.602 113.12 8.65156 +TCONS_00000140 786 545.747 5.87989 0.520446 +TCONS_00000008 2451 2208.59 235 5.13985 +TCONS_00000009 2205 1962.59 0 0 +TCONS_00000141 168 49.6731 0 0 +TCONS_00000010 1314 1071.59 28.0709 1.26539 +TCONS_00000142 639 403.969 215 25.7092 +TCONS_00000011 651 415.336 338 39.3111 +TCONS_00000143 1851 1608.59 448 13.4533 +TCONS_00000144 2466 2223.59 14.7944 0.321396 +TCONS_00000145 2367 2124.59 7.10312 0.1615 +TCONS_00000146 2433 2190.59 224.102 4.94178 +TCONS_00000147 1641 1398.59 1229.37 42.4611 +TCONS_00000148 1989 1746.59 564.235 15.6051 +TCONS_00000012 171 51.1329 0 0 +TCONS_00000013 270 104.985 751.214 345.648 +TCONS_00000014 165 48.4538 0 0 +TCONS_00000015 592 360.702 221.334 29.6414 +TCONS_00000016 579 348.737 0 0 +TCONS_00000017 171 51.1329 0 0 +TCONS_00000018 270 104.985 751.214 345.648 +TCONS_00000019 165 48.4538 0 0 +TCONS_00000149 270 104.985 0 0 +TCONS_00000150 268 103.652 12.1236 5.65002 +TCONS_00000151 356 163.565 0 0 +TCONS_00000152 391 189.781 861.737 219.341 +TCONS_00000153 180 55.4146 0 0 +TCONS_00000154 105 25.8692 0 0 +TCONS_00000155 191 60.9441 0 0 +TCONS_00000156 86 19.4589 0 0 +TCONS_00000020 602 369.738 22.2953 2.91284 +TCONS_00000021 217 74.2685 12.3626 8.04091 +TCONS_00000022 169 50.1463 0.979879 0.943911 +TCONS_00000023 278 110.316 50.2344 21.9969 +TCONS_00000024 65 13.389 0 0 +TCONS_00000025 361 167.175 385.696 111.448 +TCONS_00000026 270 104.985 0 0 +TCONS_00000027 180 55.4146 0 0 +TCONS_00000028 398 195.023 7.46889 1.84999 +TCONS_00000029 391 189.781 1871.52 476.365 +TCONS_00000030 86 19.4589 0 0 +TCONS_00000031 356 163.565 0 0 +TCONS_00000032 270 104.985 0 0 +TCONS_00000033 165 48.4538 0 0 +TCONS_00000034 180 55.4146 0 0 +TCONS_00000035 398 195.023 31.7153 7.85563 +TCONS_00000036 391 189.781 1645.33 418.793 +TCONS_00000037 86 19.4589 0 0 +TCONS_00000038 356 163.565 0 0 +TCONS_00000039 165 48.4538 0 0 +TCONS_00000040 160 46.5643 34.866 36.1698 +TCONS_00000041 398 195.023 12.1067 2.99873 +TCONS_00000042 391 189.781 1328.8 338.226 +TCONS_00000043 86 19.4589 0 0 +TCONS_00000044 356 163.565 0 0 +TCONS_00000045 105 25.8692 0 0 +TCONS_00000046 165 48.4538 0 0 +TCONS_00000047 316 135.32 0 0 +TCONS_00000048 270 104.985 1 0.46012 +TCONS_00000049 125 33.0451 0 0 +TCONS_00000050 401 197.362 0 0 +TCONS_00000051 276 108.873 3.00138 1.33167 +TCONS_00000052 165 48.4538 0 0 +TCONS_00000053 3057 2814.59 466.81 8.01167 +TCONS_00000054 2442 2199.59 121.899 2.67705 +TCONS_00000157 906 664.294 0 0 +TCONS_00000158 1080 837.591 214.423 12.3662 +TCONS_00000159 1245 1002.59 237 11.4189 +TCONS_00000055 1408 1165.59 189.965 7.87274 +TCONS_00000056 1303 1060.59 2.03491 0.0926818 +TCONS_00000057 1444 1201.59 0 0 +TCONS_00000160 1068 825.591 155.637 9.10636 +TCONS_00000058 1926 1683.59 20.7055 0.594082 +TCONS_00000059 1896 1653.59 3.33054 0.0972936 +TCONS_00000060 1842 1599.59 0 0 +TCONS_00000061 1794 1551.59 81.1874 2.5276 +TCONS_00000062 1764 1521.59 13.2405 0.420344 +TCONS_00000063 1710 1467.59 0 0 +TCONS_00000064 1680 1437.59 0 0 +TCONS_00000065 1746 1503.59 0 0 +TCONS_00000066 1614 1371.59 0 0 +TCONS_00000161 1170 927.591 71.8985 3.74422 +TCONS_00000162 303 126.874 767 292.025 +TCONS_00000163 441 228.774 0 0 diff --git a/docs/resources/Workshops/Python/data/bird_names.csv b/docs/resources/Workshops/Python/data/bird_names.csv new file mode 100644 index 0000000..9244631 --- /dev/null +++ b/docs/resources/Workshops/Python/data/bird_names.csv @@ -0,0 +1,106 @@ +Anas rubripes,American Black Duck,6924 +Fulica americana,American Coot,473 +Spinus tristis,American Goldfinch,145310 +Falco sparverius,American Kestrel,4665 +Turdus migratorius,American Robin,12727 +Spizelloides arborea,American Tree Sparrow,474210 +Scolopax minor,American Woodcock,3936 +Myiarchus cinerascens,Ash-throated Flycatcher,16010 +Haliaeetus leucocephalus,Bald Eagle,5305 +Icterus galbula,Baltimore Oriole,9346 +Strix varia,Barred Owl,19893 +Megaceryle alcyon,Belted Kingfisher,2548 +Poecile atricapillus,Black-capped Chickadee,144815 +Nycticorax nycticorax,Black-crowned Night Heron,4981 +Setophaga caerulescens,Black-throated Blue Warbler,199916 +Cyanocitta cristata,Blue Jay,8229 +Certhia americana,Brown Creeper,7458 +Molothrus ater,Brown-headed Cowbird,10373 +Bucephala albeola,Bufflehead,6993 +Branta canadensis,Canada Goose,7089 +Thryothorus ludovicianus,Carolina Wren,7513 +Bombycilla cedrorum,Cedar Waxwing,7428 +Chaetura pelagica,Chimney Swift,6571 +Spizella passerina,Chipping Sparrow,9135 +Quiscalus quiscula,Common Grackle,9602 +Gavia immer,Common Loon,4626 +Mergus merganser,Common Merganser,7004 +Corvus corax,Common Raven,8010 +Geothlypis trichas,Common Yellowthroat,9721 +Accipiter cooperii,Cooper's Hawk,5112 +Junco hyemalis,Dark-eyed Junco,10094 +Spiza americana,Dickcissel,10676 +Anser anser domesticus,Domestic Greylag Goose,120479 +Anas platyrhynchos domesticus,Domestic Mallard,236935 +Nannopterum auritum,Double-crested Cormorant,1454382 +Dryobates pubescens,Downy Woodpecker,792988 +Tyrannus tyrannus,Eastern Kingbird,16782 +Sayornis phoebe,Eastern Phoebe,17008 +Buteo jamaicensis borealis,Eastern Red-tailed Hawk,494355 +Melospiza melodia melodia,Eastern Song Sparrow,515821 +Meleagris gallopavo silvestris,Eastern Wild Turkey,319123 +Sturnus vulgaris,European Starling,14850 +Passer domesticus domesticus,European house sparrow,544795 +Columba livia domestica,Feral Pigeon,122767 +Passerella iliaca,Fox Sparrow,9156 +Regulus satrapa,Golden-crowned Kinglet,117100 +Dumetella carolinensis,Gray Catbird,14995 +Larus marinus,Great Black-backed Gull,4368 +Ardea herodias,Great Blue Heron,4956 +Myiarchus crinitus,Great Crested Flycatcher,16028 +Bubo virginianus,Great Horned Owl,20044 +Aythya marila,Greater Scaup,7047 +Butorides virescens,Green Heron,5020 +Anas crecca,Green-winged Teal,6937 +Anser anser × Branta canadensis,Greylag × Canada Goose,514057 +Dryobates villosus,Hairy Woodpecker,792990 +Catharus guttatus,Hermit Thrush,12890 +Larus argentatus,Herring Gull,204533 +Lophodytes cucullatus,Hooded Merganser,7109 +Podiceps auritus,Horned Grebe,4209 +Haemorhous mexicanus,House Finch,199840 +Passer domesticus,House Sparrow,13858 +Troglodytes aedon,House Wren,7562 +Charadrius vociferus,Killdeer,4793 +Chondestes grammacus,Lark Sparrow,10479 +Aythya affinis,Lesser Scaup,7054 +Anas platyrhynchos,Mallard,6930 +Anas platyrhynchos × cairina moschata,Mallard × Muscovy Duck,326092 +Falco columbarius,Merlin,4672 +Zenaida macroura,Mourning Dove,3454 +Cygnus olor,Mute Swan,6921 +Cardinalis cardinalis,Northern Cardinal,9083 +Colaptes auratus,Northern Flicker,18236 +Mimus polyglottos,Northern Mockingbird,14886 +Colaptes auratus luteus,Northern Yellow-shafted Flicker,555736 +Leiothlypis celata,Orange-crowned Warbler,979757 +Pandion haliaetus,Osprey,116999 +Seiurus aurocapilla,Ovenbird,62550 +Falco peregrinus,Peregrine Falcon,4647 +Vireo philadelphicus,Philadelphia Vireo,17364 +Podilymbus podiceps,Pied-billed Grebe,4246 +Melanerpes carolinus,Red-bellied Woodpecker,18205 +Mergus serrator,Red-breasted Merganser,6996 +Sitta canadensis,Red-breasted Nuthatch,14823 +Buteo jamaicensis,Red-tailed Hawk,5212 +Agelaius phoeniceus,Red-winged Blackbird,9744 +Aythya americana,Redhead,7056 +Larus delawarensis,Ring-billed Gull,4364 +Aythya collaris,Ring-necked Duck,7044 +Columba livia,Rock Pigeon,3017 +Corthylio calendula,Ruby-crowned Kinglet,1289388 +Archilochus colubris,Ruby-throated Hummingbird,6432 +Oxyura jamaicensis,Ruddy Duck,850859 +Melospiza melodia,Song Sparrow,9100 +Actitis macularius,Spotted Sandpiper,72458 +Tachycineta bicolor,Tree Swallow,11935 +Baeolophus bicolor,Tufted Titmouse,13632 +Vireo gilvus,Warbling Vireo,17394 +Sitta carolinensis,White-breasted Nuthatch,14801 +Zonotrichia leucophrys,White-crowned Sparrow,9176 +Zonotrichia albicollis,White-throated Sparrow,9184 +Meleagris gallopavo,Wild Turkey,906 +Aix sponsa,Wood Duck,7107 +Setophaga petechia,Yellow Warbler,145238 +Sphyrapicus varius,Yellow-bellied Sapsucker,18463 +scientific_name,common_name,taxon_id diff --git a/docs/resources/Workshops/Python/data/bird_observations.csv b/docs/resources/Workshops/Python/data/bird_observations.csv new file mode 100644 index 0000000..df2f75f --- /dev/null +++ b/docs/resources/Workshops/Python/data/bird_observations.csv @@ -0,0 +1,1278 @@ +id,time_observed_at,taxon_id +145591043,2023-01-01 17:33:31 UTC,14886 +145610149,2023-01-01 20:55:00 UTC,7004 +145610383,2023-01-01 21:13:00 UTC,6993 +145611915,2023-01-01 21:12:00 UTC,13858 +145611916,2023-01-01 21:08:00 UTC,14850 +145611918,2023-01-01 20:49:00 UTC,9083 +145611919,2023-01-01 20:48:00 UTC,9083 +145611920,2023-01-01 20:51:00 UTC,3454 +145611922,2023-01-01 20:46:00 UTC,3454 +145611923,2023-01-01 20:45:00 UTC,8229 +145611925,2023-01-01 20:42:00 UTC,6924 +145611926,2023-01-01 20:33:00 UTC,236935 +145611927,2023-01-01 20:28:00 UTC,6921 +145611928,2023-01-01 20:27:00 UTC,6937 +145611929,2023-01-01 20:20:00 UTC,12727 +145611935,2023-01-01 20:12:00 UTC,6930 +145611941,2023-01-01 20:03:00 UTC,4956 +145611942,2023-01-01 19:57:00 UTC,5212 +145611946,2023-01-01 20:23:00 UTC,7089 +145669870,2023-01-02 15:40:23 UTC,6937 +145670267,2023-01-02 15:43:00 UTC,6930 +145685325,2023-01-02 18:27:00 UTC,792988 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gene-CECR2_gGal +TCONS_00003608 gene-BCL2L13_tGut +TCONS_00003610 gene-PEX26_tGut +TCONS_00003609 gene-PEX26_tGut +TCONS_00003611 gene-TUBA8_tGut +TCONS_00003612 gene-USP18_tGut +TCONS_00003613 gene-USP18_tGut +TCONS_00003614 gene-BPGM_tGut +TCONS_00003616 gene-CALD1_tGut +TCONS_00003615 gene-CALD1_tGut +TCONS_00003618 gene-CALD1_tGut +TCONS_00003617 gene-CALD1_tGut +TCONS_00003619 gene-CALD1_tGut +TCONS_00003621 gene-PTPRO_gGal +TCONS_00003620 gene-PTPRO_gGal +TCONS_00003622 gene-STRAP_gGal +TCONS_00003623 gene-DERA_tGut +TCONS_00003624 gene-DERA_tGut +TCONS_00003625 gene-MGST1_tGut +TCONS_00003626 gene-PIK3C2G_tGut +TCONS_00003628 gene-PIK3C2G_tGut +TCONS_00003627 gene-PIK3C2G_tGut +TCONS_00003630 gene-PLEKHA5_tGut +TCONS_00003629 gene-PLEKHA5_tGut +TCONS_00003635 gene-PLEKHA5_tGut +TCONS_00003637 gene-PLEKHA5_tGut +TCONS_00003639 gene-PLEKHA5_tGut +TCONS_00003638 gene-PLEKHA5_tGut +TCONS_00003636 gene-PLEKHA5_tGut +TCONS_00003634 gene-PLEKHA5_tGut +TCONS_00003633 gene-PLEKHA5_tGut 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gene-IRAG2_tGut +TCONS_00003761 gene-A4GALT_gGal +TCONS_00003762 gene-CYB5R1_gGal +TCONS_00003765 gene-PPFIBP1_tGut +TCONS_00003767 gene-PPFIBP1_tGut +TCONS_00003769 gene-PPFIBP1_tGut +TCONS_00003771 gene-PPFIBP1_tGut +TCONS_00003773 gene-PPFIBP1_tGut +TCONS_00003775 gene-PPFIBP1_tGut +TCONS_00003777 gene-PPFIBP1_tGut +TCONS_00003779 gene-PPFIBP1_tGut +TCONS_00003778 gene-PPFIBP1_tGut +TCONS_00003776 gene-PPFIBP1_tGut +TCONS_00003774 gene-PPFIBP1_tGut +TCONS_00003772 gene-PPFIBP1_tGut +TCONS_00003770 gene-PPFIBP1_tGut +TCONS_00003768 gene-PPFIBP1_tGut +TCONS_00003766 gene-PPFIBP1_tGut +TCONS_00003764 gene-PPFIBP1_tGut +TCONS_00003763 gene-PPFIBP1_tGut +TCONS_00003786 gene-PPFIBP1_tGut +TCONS_00003783 gene-PPFIBP1_tGut +TCONS_00003784 gene-PPFIBP1_tGut +TCONS_00003785 gene-PPFIBP1_tGut +TCONS_00003782 gene-PPFIBP1_tGut +TCONS_00003781 gene-PPFIBP1_tGut +TCONS_00003780 gene-PPFIBP1_tGut +TCONS_00003787 gene-TM7SF3_tGut +TCONS_00003788 gene-TM7SF3_tGut +TCONS_00003789 gene-INTS13_tGut 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gene-DGKI_tGut +TCONS_00003819 gene-DGKI_tGut +TCONS_00003825 gene-DGKI_tGut +TCONS_00003824 gene-DGKI_tGut +TCONS_00003823 gene-DGKI_tGut +TCONS_00003822 gene-DGKI_tGut +TCONS_00003821 gene-DGKI_tGut +TCONS_00003826 gene-PTN_tGut +TCONS_00003827 gene-MTPN_tGut +TCONS_00003828 gene-MTPN_tGut +TCONS_00003829 gene-FAM180A_tGut +TCONS_00003831 gene-SLC13A4_tGut +TCONS_00003830 gene-SLC13A4_tGut +TCONS_00003833 gene-SYT10_tGut +TCONS_00003832 gene-SYT10_tGut +TCONS_00003834 gene-PKP2_tGut +TCONS_00003835 gene-YARS2_tGut +TCONS_00003836 gene-AMN1_gGal +TCONS_00003837 gene-AMN1_gGal +TCONS_00003839 gene-DENND5B_tGut +TCONS_00003838 gene-DENND5B_tGut +TCONS_00003840 gene-SINHCAF_tGut +TCONS_00003841 gene-SINHCAF_tGut +TCONS_00003843 gene-CAPRIN2_tGut +TCONS_00003842 gene-CAPRIN2_tGut +TCONS_00003844 gene-IPO8_tGut +TCONS_00003845 gene-IPO8_tGut +TCONS_00003846 gene-TMTC1_gGal +TCONS_00003847 gene-TMEM213_tGut +TCONS_00003848 gene-TBXAS1_tGut +TCONS_00003849 gene-TBXAS1_tGut +TCONS_00003850 gene-TBXAS1_tGut +TCONS_00003851 gene-TBXAS1_tGut +TCONS_00003852 gene-SPIC_tGut +TCONS_00003853 gene-SPIC_tGut +TCONS_00003854 gene-SPIC_tGut +TCONS_00003855 gene-MYBPC1_tGut +TCONS_00003856 gene-CHPT1_tGut +TCONS_00003857 gene-CHPT1_tGut +TCONS_00003859 gene-CHPT1_tGut +TCONS_00003858 gene-CHPT1_tGut +TCONS_00003861 gene-DRAM1_tGut +TCONS_00003860 gene-DRAM1_tGut +TCONS_00003862 gene-PARPBP_gGal +TCONS_00003863 gene-ASCL1_tGut +TCONS_00003864 gene-STAB2_tGut +TCONS_00003865 gene-STAB2_tGut +TCONS_00003866 gene-HSP90B1_tGut +TCONS_00003867 gene-TDG_tGut +TCONS_00003868 gene-TDG_tGut +TCONS_00003870 gene-HCFC2_tGut +TCONS_00003869 gene-HCFC2_tGut +TCONS_00003872 gene-HCFC2_tGut +TCONS_00003871 gene-HCFC2_tGut +TCONS_00003873 gene-CHST11_tGut +TCONS_00003874 gene-NOPCHAP1_tGut +TCONS_00003875 gene-WASHC4_tGut +TCONS_00003876 gene-WASHC4_tGut +TCONS_00003877 gene-WASHC4_tGut +TCONS_00003878 gene-C1AH12orf75_tGut +TCONS_00003879 gene-TCP11L2_tGut +TCONS_00003880 gene-TCP11L2_tGut 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gene-TTC38_tGut +TCONS_00004570 gene-PPARA_tGut +TCONS_00004571 gene-PPARA_tGut +TCONS_00004573 gene-ATXN10_tGut +TCONS_00004572 gene-ATXN10_tGut +TCONS_00004574 gene-ATXN10_tGut +TCONS_00004575 gene-FBLN1_tGut +TCONS_00004577 gene-FBLN1_tGut +TCONS_00004576 gene-FBLN1_tGut +TCONS_00004579 gene-FBLN1_tGut +TCONS_00004578 gene-FBLN1_tGut +TCONS_00004580 gene-RIBC2_tGut +TCONS_00004581 gene-RIBC2_tGut +TCONS_00004582 gene-NUP50_tGut +TCONS_00004583 gene-PRR5_tGut +TCONS_00004584 gene-CD9_tGut +TCONS_00004585 gene-CD9_tGut +TCONS_00004586 gene-CD9_tGut +TCONS_00004587 gene-NTF3_tGut +TCONS_00004588 gene-NTF3_tGut +TCONS_00004589 gene-KCNA5_gGal +TCONS_00004590 gene-KCNA1_tGut +TCONS_00004591 gene-KCNA1_tGut +TCONS_00004592 gene-KCNA6_gGal +TCONS_00004593 gene-NDUFA9_tGut +TCONS_00004594 gene-PARVG_tGut +TCONS_00004595 gene-PARVB_tGut +TCONS_00004596 gene-PARVB_tGut +TCONS_00004597 gene-PARVB_tGut +TCONS_00004598 gene-PARVB_tGut +TCONS_00004599 gene-SAMM50_tGut +TCONS_00004600 gene-SAMM50_tGut +TCONS_00004601 gene-SAMM50_tGut +TCONS_00004602 gene-PNPLA3_gGal +TCONS_00004603 gene-PNPLA3_gGal +TCONS_00004604 gene-MPPED1_tGut +TCONS_00004605 gene-TSPO_tGut +TCONS_00004606 gene-TSPO_tGut +TCONS_00004607 gene-BIK_gGal +TCONS_00004608 gene-SYCE3_tGut +TCONS_00004609 gene-GABARAPL1_tGut +TCONS_00004610 gene-TMEM52B_tGut +TCONS_00004611 gene-CMAS_tGut +TCONS_00004612 gene-CMAS_tGut +TCONS_00004613 gene-SPX_tGut +TCONS_00004614 gene-DNAI7_tGut-2 +TCONS_00004615 gene-DNAI7_tGut-2 +TCONS_00004617 gene-DNAI7_tGut-2 +TCONS_00004616 gene-DNAI7_tGut-2 +TCONS_00004619 gene-ENDOUL_gGal +TCONS_00004618 gene-ENDOUL_gGal +TCONS_00004620 gene-EPS8L2_tGut-1 +TCONS_00004621 gene-ARNTL2_tGut +TCONS_00004624 gene-ARNTL2_tGut +TCONS_00004623 gene-ARNTL2_tGut +TCONS_00004622 gene-ARNTL2_tGut +TCONS_00004625 gene-STK38L_tGut +TCONS_00004626 gene-STK38L_tGut +TCONS_00004627 gene-MED21_tGut +TCONS_00004628 gene-MED21_tGut +TCONS_00004629 gene-FGFR1OP2_tGut +TCONS_00004630 gene-FGFR1OP2_tGut +TCONS_00004631 gene-FGFR1OP2_tGut +TCONS_00004633 gene-LOC101750972_gGal +TCONS_00004632 gene-LOC101750972_gGal +TCONS_00004634 gene-SSPN_tGut +TCONS_00004635 gene-RASSF8_tGut +TCONS_00004636 gene-ETFRF1_tGut +TCONS_00004639 gene-ARFGAP3_tGut +TCONS_00004640 gene-ARFGAP3_tGut +TCONS_00004638 gene-ARFGAP3_tGut +TCONS_00004637 gene-ARFGAP3_tGut +TCONS_00004641 gene-RAD51AP1_tGut +TCONS_00004642 gene-RAD51AP1_tGut +TCONS_00004643 gene-RAD51AP1_tGut +TCONS_00004646 gene-TIGAR_tGut +TCONS_00004645 gene-TIGAR_tGut +TCONS_00004644 gene-TIGAR_tGut +TCONS_00004647 gene-CCND2_tGut +TCONS_00004648 gene-CCND2_tGut +TCONS_00004649 gene-CCND2_tGut +TCONS_00004650 gene-TRIM24_tGut +TCONS_00004651 gene-LOC116807725_tGut +TCONS_00004652 gene-CGTL_gGal +TCONS_00004653 gene-CGTL_gGal +TCONS_00004654 gene-KDM7A_tGut +TCONS_00004655 gene-KDM7A_tGut +TCONS_00004656 gene-SLC37A3_tGut +TCONS_00004657 gene-MKRN1_tGut +TCONS_00004659 gene-MKRN1_tGut +TCONS_00004658 gene-MKRN1_tGut 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gene-FGD4_tGut +TCONS_00004691 gene-FGD4_tGut +TCONS_00004692 gene-FGD4_tGut +TCONS_00004693 gene-FGD4_tGut +TCONS_00004695 gene-BICD1_tGut +TCONS_00004694 gene-BICD1_tGut +TCONS_00004699 gene-BICD1_tGut +TCONS_00004698 gene-BICD1_tGut +TCONS_00004697 gene-BICD1_tGut +TCONS_00004696 gene-BICD1_tGut +TCONS_00004701 gene-BICD1_tGut +TCONS_00004700 gene-BICD1_tGut +TCONS_00004702 gene-BICD1_tGut +TCONS_00004703 gene-BICD1_tGut +TCONS_00004704 gene-RESF1_tGut +TCONS_00004705 gene-ETFBKMT_tGut +TCONS_00004706 gene-SVOPL_tGut +TCONS_00004707 gene-SVOPL_tGut +TCONS_00004708 gene-ATP6V0A4_tGut +TCONS_00004709 gene-KIAA1549_tGut +TCONS_00004710 gene-KIAA1549_tGut +TCONS_00004711 gene-KIAA1549_tGut +TCONS_00004712 gene-KIAA1549_tGut +TCONS_00004715 gene-HIPK2_tGut +TCONS_00004716 gene-HIPK2_tGut +TCONS_00004714 gene-HIPK2_tGut +TCONS_00004713 gene-HIPK2_tGut +TCONS_00004719 gene-HIPK2_tGut +TCONS_00004720 gene-HIPK2_tGut +TCONS_00004718 gene-HIPK2_tGut +TCONS_00004717 gene-HIPK2_tGut 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gene-PRDM4_tGut +TCONS_00004752 gene-PRDM4_tGut +TCONS_00004753 gene-RTCB_tGut +TCONS_00004754 gene-BPIFCB_gGal +TCONS_00004755 gene-LOC112532681_gGal +TCONS_00004756 gene-LOC112532681_gGal +TCONS_00004757 gene-SYN3_tGut +TCONS_00004758 gene-LARGE1_tGut +TCONS_00004759 gene-MB_tGut +TCONS_00004760 gene-MB_tGut +TCONS_00004761 gene-RBFOX2_tGut +TCONS_00004762 gene-RBFOX2_tGut +TCONS_00004764 gene-RBFOX2_tGut +TCONS_00004763 gene-RBFOX2_tGut +TCONS_00004765 gene-RBFOX2_tGut +TCONS_00004766 gene-RBFOX2_tGut +TCONS_00004768 gene-RBFOX2_tGut +TCONS_00004767 gene-RBFOX2_tGut +TCONS_00004769 gene-RBFOX2_tGut +TCONS_00004770 gene-RBFOX2_tGut +TCONS_00004772 gene-RBFOX2_tGut +TCONS_00004771 gene-RBFOX2_tGut +TCONS_00004773 gene-MYH9_tGut +TCONS_00004774 gene-TXN2_tGut +TCONS_00004775 gene-FOXRED2_tGut +TCONS_00004776 gene-EIF3D_tGut +TCONS_00004777 gene-CACNG2_tGut +TCONS_00004779 gene-IFT27_tGut +TCONS_00004778 gene-IFT27_tGut +TCONS_00004780 gene-PVALB_tGut +TCONS_00004781 gene-TST_gGal 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gene-TMEM184B_tGut +TCONS_00004811 gene-TMEM184B_tGut +TCONS_00004813 gene-TMEM184B_tGut +TCONS_00004814 gene-TMEM184B_tGut +TCONS_00004816 gene-CSNK1E_tGut +TCONS_00004815 gene-CSNK1E_tGut +TCONS_00004817 gene-KCNJ4_tGut +TCONS_00004818 gene-KCNJ4_tGut +TCONS_00004819 gene-KCNJ4_gGal +TCONS_00004820 gene-DDX17_tGut +TCONS_00004823 gene-DMC1_tGut +TCONS_00004822 gene-DMC1_tGut +TCONS_00004821 gene-DMC1_tGut +TCONS_00004824 gene-JOSD1_tGut +TCONS_00004825 gene-SUN2_tGut +TCONS_00004827 gene-FAM20CL_gGal +TCONS_00004826 gene-FAM20CL_gGal +TCONS_00004828 gene-DNAL4_tGut +TCONS_00004829 gene-NPTXR_tGut +TCONS_00004830 gene-CBX6_tGut +TCONS_00004832 gene-CBX6_tGut +TCONS_00004831 gene-CBX6_tGut +TCONS_00004833 gene-CBX7_tGut +TCONS_00004834 gene-CBX7_tGut +TCONS_00004835 gene-CBX7_tGut +TCONS_00004836 gene-PDGFB_tGut +TCONS_00004837 gene-RPL3_tGut +TCONS_00004838 gene-RPS19BP1_tGut +TCONS_00004839 gene-MRTFA_tGut +TCONS_00004840 gene-MRTFA_tGut +TCONS_00004841 gene-MRTFA_tGut 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gene-LOC100217693_tGut +TCONS_00004872 gene-LUC7L2_gGal +TCONS_00004873 gene-LUC7L2_gGal +TCONS_00004874 gene-FMC1_tGut +TCONS_00004876 gene-UBN2_tGut +TCONS_00004875 gene-UBN2_tGut +TCONS_00004877 gene-TTC26_tGut +TCONS_00004878 gene-TTC26_tGut +TCONS_00004879 gene-ATF7IP_gGal +TCONS_00004880 gene-ATF7IP_gGal +TCONS_00004881 gene-ATF7IP_gGal +TCONS_00004882 gene-ATF7IP_gGal +TCONS_00004883 gene-ATF7IP_gGal +TCONS_00004884 gene-EMP1_tGut +TCONS_00004885 gene-FAM234B_tGut +TCONS_00004886 gene-GPRC5A_gGal +TCONS_00004887 gene-GPRC5A_gGal +TCONS_00004888 gene-DDX47_tGut +TCONS_00004889 gene-APOLD1_tGut +TCONS_00004890 gene-HIST1H2A4L4_gGal +TCONS_00004891 gene-LOC121469108_tGut-like-4 +TCONS_00004892 gene-HIST1H2B5_gGal +TCONS_00004893 gene-HIST1H111L_gGal +TCONS_00004895 gene-HIST1H2BO_gGal-like-1 +TCONS_00004894 gene-HIST1H2BO_gGal-like-1 +TCONS_00004896 gene-HIST1H101_gGal +TCONS_00004897 gene-HIST1H2A4L1_gGal +TCONS_00004898 gene-LOC115493337_tGut-like-1 +TCONS_00004899 gene-HIST2H3D_gGal +TCONS_00004900 gene-HIST1H4B_gGal +TCONS_00004901 gene-LOC100223493_tGut-like-1 +TCONS_00004902 reg_4050_tGut +TCONS_00004903 gene-HIST1H4D_gGal-like-1 +TCONS_00004904 gene-HISTH2A4L1_gGal +TCONS_00004905 gene-HIST2H4B_gGal +TCONS_00004906 gene-LOC100227298_tGut +TCONS_00004907 gene-HIST1H2A3_gGal +TCONS_00004908 gene-WBP11_tGut +TCONS_00004909 gene-SMCO3_tGut +TCONS_00004910 gene-ART4_tGut +TCONS_00004911 gene-OC3_gGal +TCONS_00004912 gene-MGP_gGal +TCONS_00004913 gene-ERP27_tGut +TCONS_00004914 gene-ARHGDIB_tGut +TCONS_00004915 gene-CYREN_tGut +TCONS_00004916 gene-WDR91_tGut +TCONS_00004917 gene-LOC100220534_tGut +TCONS_00004918 gene-LOC100220534_tGut +TCONS_00004921 gene-CNOT4_tGut +TCONS_00004923 gene-CNOT4_tGut +TCONS_00004924 gene-CNOT4_tGut +TCONS_00004922 gene-CNOT4_tGut +TCONS_00004920 gene-CNOT4_tGut +TCONS_00004919 gene-CNOT4_tGut +TCONS_00004932 gene-CNOT4_tGut +TCONS_00004928 gene-CNOT4_tGut +TCONS_00004929 gene-CNOT4_tGut +TCONS_00004931 gene-CNOT4_tGut +TCONS_00004930 gene-CNOT4_tGut +TCONS_00004927 gene-CNOT4_tGut +TCONS_00004926 gene-CNOT4_tGut +TCONS_00004925 gene-CNOT4_tGut +TCONS_00004933 gene-UTP20_tGut-3 +TCONS_00004934 gene-UTP20_tGut-1 +TCONS_00004935 gene-ATRAID_gGal-2 +TCONS_00004936 gene-SLC5A8_tGut-1 +TCONS_00004937 gene-ANO4_tGut +TCONS_00004939 gene-ANO4_tGut +TCONS_00004941 gene-ANO4_tGut +TCONS_00004940 gene-ANO4_tGut +TCONS_00004938 gene-UTP20_tGut-2 +TCONS_00004942 gene-GAS2L3_tGut +TCONS_00004944 gene-NR1H4_tGut +TCONS_00004943 gene-NR1H4_tGut +TCONS_00004946 gene-NR1H4_tGut +TCONS_00004945 gene-NR1H4_tGut +TCONS_00004948 gene-NR1H4_tGut +TCONS_00004947 gene-NR1H4_tGut +TCONS_00004949 gene-SLC17A8_tGut +TCONS_00004950 gene-SCYL2_tGut +TCONS_00004952 gene-SCYL2_tGut +TCONS_00004951 gene-SCYL2_tGut +TCONS_00004953 gene-ACTR6_tGut +TCONS_00004954 gene-APAF1_tGut +TCONS_00004956 gene-SLC25A3_tGut +TCONS_00004955 gene-SLC25A3_tGut +TCONS_00004959 gene-TMPO_tGut +TCONS_00004961 gene-TMPO_tGut 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+TCONS_00005053 gene-DYRK2_tGut +TCONS_00005052 gene-DYRK2_tGut +TCONS_00005054 gene-CAND1_tGut +TCONS_00005056 gene-HELB_tGut +TCONS_00005055 gene-HELB_tGut +TCONS_00005057 gene-HMGA2_tGut +TCONS_00005058 gene-HMGA2_tGut +TCONS_00005059 gene-HMGA2_tGut +TCONS_00005060 gene-MSRB3_tGut +TCONS_00005062 gene-MSRB3_tGut +TCONS_00005061 gene-MSRB3_tGut +TCONS_00005064 gene-LEMD3_tGut +TCONS_00005063 gene-LEMD3_tGut +TCONS_00005065 gene-TBC1D30_tGut +TCONS_00005067 gene-TBC1D30_tGut +TCONS_00005066 gene-TBC1D30_tGut +TCONS_00005069 gene-TBC1D30_tGut +TCONS_00005068 gene-TBC1D30_tGut +TCONS_00005071 gene-RASSF3_tGut +TCONS_00005070 gene-RASSF3_tGut +TCONS_00005072 gene-RASSF3_tGut +TCONS_00005074 gene-TBK1_tGut +TCONS_00005073 gene-TBK1_tGut +TCONS_00005076 gene-XPOT_tGut +TCONS_00005075 gene-XPOT_tGut +TCONS_00005077 gene-SRGAP1_tGut +TCONS_00005079 gene-SRGAP1_tGut +TCONS_00005078 gene-SRGAP1_tGut +TCONS_00005080 gene-RXYLT1_tGut +TCONS_00005083 gene-MON2_tGut +TCONS_00005084 gene-MON2_tGut 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gene-NRF1_gGal +TCONS_00005385 gene-NRF1_gGal +TCONS_00005386 gene-NRF1_gGal +TCONS_00005387 gene-NRF1_gGal +TCONS_00005388 gene-STRIP2_gGal +TCONS_00005389 gene-STRIP2_gGal +TCONS_00005390 gene-STRIP2_gGal +TCONS_00005391 gene-AHCYL2_tGut +TCONS_00005392 gene-AHCYL2_tGut +TCONS_00005393 gene-AHCYL2_tGut +TCONS_00005394 gene-AHCYL2_tGut +TCONS_00005395 gene-AHCYL2_tGut +TCONS_00005396 gene-AHCYL2_tGut +TCONS_00005397 gene-SMO_tGut +TCONS_00005398 gene-ARSA_tGut-2 +TCONS_00005399 gene-ARSA_tGut-2 +TCONS_00005400 gene-ACRL_gGal-2 +TCONS_00005401 gene-MAPK8IP2_tGut-like-1 +TCONS_00005402 gene-DPM2_tGut-like-6 +TCONS_00005403 gene-CHKB_tGut +TCONS_00005404 gene-CHKB_tGut +TCONS_00005405 gene-SNCB_gGal-2 +TCONS_00005406 gene-LOC121468852_tGut +TCONS_00005407 gene-LOC121468852_tGut +TCONS_00005408 gene-LOC121468852_tGut +TCONS_00005410 gene-LOC121468852_tGut +TCONS_00005409 gene-LOC121468852_tGut +TCONS_00005411 gene-TRIM46_tGut-like-3 +TCONS_00005412 gene-TRIM46_tGut-like-3 +TCONS_00005413 gene-CYB561_gGal-4 +TCONS_00005415 gene-NCAPH2_tGut +TCONS_00005414 gene-NCAPH2_tGut +TCONS_00005417 gene-NCAPH2_tGut +TCONS_00005416 gene-NCAPH2_tGut +TCONS_00005418 gene-MIOX_tGut-like-1 +TCONS_00005419 gene-MIOX_tGut-like-1 +TCONS_00005420 gene-ADM2_tGut-10 +TCONS_00005421 gene-PPP6R2_tGut +TCONS_00005422 gene-GCC1_tGut +TCONS_00005423 gene-IMPDH1_tGut-1 +TCONS_00005424 gene-IRF5_tGut-2 +TCONS_00005425 gene-RABL2A_tGut +TCONS_00005427 gene-HCLS1_gGal +TCONS_00005426 gene-HCLS1_gGal +TCONS_00005429 gene-HCLS1_gGal +TCONS_00005428 gene-HCLS1_gGal +TCONS_00005431 gene-GOLGB1_tGut +TCONS_00005430 gene-GOLGB1_tGut +TCONS_00005432 gene-KDM6B_tGut-1 +TCONS_00005433 gene-KDM6B_tGut-1 +TCONS_00005434 gene-LOC121108481_gGal-2 +TCONS_00005435 gene-TMPRSS4_tGut-1 +TCONS_00005436 gene-WRAP53_gGal-3 +TCONS_00005437 gene-NIT1_gGal-like-15 +TCONS_00005438 gene-MAP3K11_tGut-like-8 +TCONS_00005439 gene-SYNJ1_tGut +TCONS_00005443 gene-SYNJ1_tGut +TCONS_00005445 gene-SYNJ1_tGut +TCONS_00005444 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gene-P4HA3_gGal +TCONS_00005473 gene-P4HA3_gGal +TCONS_00005474 gene-C2CD3_tGut +TCONS_00005475 gene-C2CD3_tGut +TCONS_00005478 gene-C2CD3_tGut +TCONS_00005477 gene-C2CD3_tGut +TCONS_00005476 gene-C2CD3_tGut +TCONS_00005479 gene-C2CD3_tGut +TCONS_00005480 gene-UCP3_tGut +TCONS_00005482 gene-HUNK_tGut +TCONS_00005481 gene-HUNK_tGut +TCONS_00005483 gene-HUNK_tGut +TCONS_00005484 gene-COA4_gGal +TCONS_00005486 gene-RAB6A_gGal +TCONS_00005485 gene-RAB6A_gGal +TCONS_00005488 gene-FCHSD2_tGut +TCONS_00005487 gene-FCHSD2_tGut +TCONS_00005489 gene-RPS3_tGut +TCONS_00005490 gene-GDPD5_tGut +TCONS_00005491 gene-GDPD5_tGut +TCONS_00005493 gene-GDPD5_tGut +TCONS_00005492 gene-GDPD5_tGut +TCONS_00005494 gene-N6AMT1_tGut +TCONS_00005495 gene-ZNF654_tGut +TCONS_00005496 gene-ZNF654_tGut +TCONS_00005497 gene-C1H3orf38_tGut +TCONS_00005498 gene-C1H3orf38_tGut +TCONS_00005499 gene-EPHA3_tGut +TCONS_00005500 gene-EPHA3_tGut +TCONS_00005501 gene-EPHA3_tGut +TCONS_00005503 gene-ARL13B_tGut +TCONS_00005502 gene-ARL13B_tGut +TCONS_00005505 gene-ARL13B_tGut +TCONS_00005504 gene-ARL13B_tGut +TCONS_00005506 gene-ARL13B_tGut +TCONS_00005508 gene-NSUN3_tGut +TCONS_00005507 gene-NSUN3_tGut +TCONS_00005511 gene-EPHA6_gGal +TCONS_00005513 gene-EPHA6_gGal +TCONS_00005515 gene-EPHA6_gGal +TCONS_00005514 gene-EPHA6_gGal +TCONS_00005512 gene-EPHA6_gGal +TCONS_00005510 gene-EPHA6_gGal +TCONS_00005509 gene-EPHA6_gGal +TCONS_00005517 gene-ARL6_tGut +TCONS_00005516 gene-ARL6_tGut +TCONS_00005518 gene-ARL6_tGut +TCONS_00005519 gene-ARL6_tGut +TCONS_00005520 gene-CRYBG3_tGut +TCONS_00005521 gene-CRYBG3_tGut +TCONS_00005522 gene-CRYBG3_tGut +TCONS_00005523 gene-MPC2_tGut +TCONS_00005524 gene-CREG1_tGut +TCONS_00005525 gene-CD247_tGut +TCONS_00005526 gene-CD247_tGut +TCONS_00005527 gene-GPA33_tGut +TCONS_00005528 gene-ILDR2_tGut +TCONS_00005529 gene-LOC100222365_tGut +TCONS_00005530 gene-CD2_tGut +TCONS_00005531 gene-CD2_tGut +TCONS_00005532 gene-PTGFRN_tGut +TCONS_00005533 gene-PTGFRN_tGut +TCONS_00005535 gene-IGSF3_tGut +TCONS_00005534 gene-IGSF3_tGut +TCONS_00005536 gene-CD80_tGut +TCONS_00005538 gene-BCL9_tGut +TCONS_00005537 gene-BCL9_tGut +TCONS_00005539 gene-GJA8_tGut +TCONS_00005541 gene-GPR89B_tGut +TCONS_00005540 gene-GPR89B_tGut +TCONS_00005543 gene-GPR89B_tGut +TCONS_00005542 gene-GPR89B_tGut +TCONS_00005544 gene-GPR89B_tGut +TCONS_00005545 gene-GPR89B_tGut +TCONS_00005548 gene-POU1F1_gGal +TCONS_00005549 gene-POU1F1_gGal +TCONS_00005547 gene-POU1F1_gGal +TCONS_00005546 gene-POU1F1_gGal +TCONS_00005551 gene-POU1F1_gGal +TCONS_00005550 gene-POU1F1_gGal +TCONS_00005552 gene-VGLL3_tGut +TCONS_00005553 gene-VGLL3_tGut +TCONS_00005554 gene-VGLL3_tGut +TCONS_00005555 gene-GBE1_tGut +TCONS_00005557 gene-GBE1_tGut +TCONS_00005556 gene-GBE1_tGut +TCONS_00005558 gene-GBE1_tGut +TCONS_00005560 gene-ROBO1_tGut +TCONS_00005559 gene-ROBO1_tGut +TCONS_00005562 gene-USP25_tGut +TCONS_00005561 gene-USP25_tGut +TCONS_00005563 gene-USP25_tGut +TCONS_00005566 gene-USP25_tGut +TCONS_00005565 gene-USP25_tGut +TCONS_00005564 gene-USP25_tGut +TCONS_00005567 gene-CXADR_tGut +TCONS_00005568 gene-CXADR_tGut +TCONS_00005570 gene-CHODL_tGut +TCONS_00005569 gene-CHODL_tGut +TCONS_00005572 gene-CHODL_tGut +TCONS_00005571 gene-CHODL_tGut +TCONS_00005574 gene-CHODL_tGut +TCONS_00005573 gene-CHODL_tGut +TCONS_00005576 gene-CHODL_tGut +TCONS_00005575 gene-CHODL_tGut +TCONS_00005577 gene-NCAM2_tGut +TCONS_00005578 gene-NCAM2_tGut +TCONS_00005579 gene-JAM2_tGut +TCONS_00005580 gene-JAM2_tGut +TCONS_00005581 gene-GABPA_tGut +TCONS_00005583 gene-WNT11_tGut +TCONS_00005582 gene-WNT11_tGut +TCONS_00005584 gene-WNT11_tGut +TCONS_00005585 gene-WNT11_tGut +TCONS_00005586 gene-MAP6_tGut +TCONS_00005587 gene-MAP6_tGut +TCONS_00005590 gene-EMSY_tGut +TCONS_00005592 gene-EMSY_tGut +TCONS_00005593 gene-EMSY_tGut +TCONS_00005591 gene-EMSY_tGut +TCONS_00005589 gene-EMSY_tGut +TCONS_00005588 gene-EMSY_tGut +TCONS_00005594 gene-EMSY_tGut +TCONS_00005595 gene-WDR73_tGut +TCONS_00005596 gene-WDR73_tGut 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gene-CBLB_tGut +TCONS_00005628 gene-CBLB_tGut +TCONS_00005629 gene-RPL24_tGut +TCONS_00005630 gene-ZBTB11_tGut +TCONS_00005631 gene-ZBTB11_tGut +TCONS_00005632 gene-ZBTB11_tGut +TCONS_00005633 gene-TXNL4B_tGut +TCONS_00005636 gene-SENP7_tGut +TCONS_00005638 gene-SENP7_tGut +TCONS_00005640 gene-SENP7_tGut +TCONS_00005642 gene-SENP7_tGut +TCONS_00005644 gene-SENP7_tGut +TCONS_00005645 gene-SENP7_tGut +TCONS_00005643 gene-SENP7_tGut +TCONS_00005641 gene-SENP7_tGut +TCONS_00005639 gene-SENP7_tGut +TCONS_00005637 gene-SENP7_tGut +TCONS_00005635 gene-SENP7_tGut +TCONS_00005634 gene-SENP7_tGut +TCONS_00005646 gene-SENP7_tGut +TCONS_00005648 gene-IMPG2_gGal +TCONS_00005647 gene-IMPG2_gGal +TCONS_00005649 gene-IMPG2_gGal +TCONS_00005652 gene-ABI3BP_gGal +TCONS_00005654 gene-ABI3BP_gGal +TCONS_00005656 gene-ABI3BP_gGal +TCONS_00005658 gene-ABI3BP_gGal +TCONS_00005660 gene-ABI3BP_gGal +TCONS_00005662 gene-ABI3BP_gGal +TCONS_00005664 gene-ABI3BP_gGal +TCONS_00005666 gene-ABI3BP_gGal +TCONS_00005668 gene-ABI3BP_gGal +TCONS_00005670 gene-ABI3BP_gGal +TCONS_00005672 gene-ABI3BP_gGal +TCONS_00005674 gene-ABI3BP_gGal +TCONS_00005676 gene-ABI3BP_gGal +TCONS_00005678 gene-ABI3BP_gGal +TCONS_00005680 gene-ABI3BP_gGal +TCONS_00005682 gene-ABI3BP_gGal +TCONS_00005684 gene-ABI3BP_gGal +TCONS_00005686 gene-ABI3BP_gGal +TCONS_00005688 gene-ABI3BP_gGal +TCONS_00005690 gene-ABI3BP_gGal +TCONS_00005692 gene-ABI3BP_gGal +TCONS_00005694 gene-ABI3BP_gGal +TCONS_00005693 gene-ABI3BP_gGal +TCONS_00005691 gene-ABI3BP_gGal +TCONS_00005689 gene-ABI3BP_gGal +TCONS_00005687 gene-ABI3BP_gGal +TCONS_00005685 gene-ABI3BP_gGal +TCONS_00005683 gene-ABI3BP_gGal +TCONS_00005681 gene-ABI3BP_gGal +TCONS_00005679 gene-ABI3BP_gGal +TCONS_00005677 gene-ABI3BP_gGal +TCONS_00005675 gene-ABI3BP_gGal +TCONS_00005673 gene-ABI3BP_gGal +TCONS_00005671 gene-ABI3BP_gGal +TCONS_00005669 gene-ABI3BP_gGal +TCONS_00005667 gene-ABI3BP_gGal +TCONS_00005665 gene-ABI3BP_gGal +TCONS_00005663 gene-ABI3BP_gGal +TCONS_00005661 gene-ABI3BP_gGal +TCONS_00005659 gene-ABI3BP_gGal +TCONS_00005657 gene-ABI3BP_gGal +TCONS_00005655 gene-ABI3BP_gGal +TCONS_00005653 gene-ABI3BP_gGal +TCONS_00005651 gene-ABI3BP_gGal +TCONS_00005650 gene-ABI3BP_gGal +TCONS_00005695 gene-TOMM70_tGut +TCONS_00005696 gene-CMSS1_tGut +TCONS_00005697 gene-CMSS1_tGut +TCONS_00005698 gene-CMSS1_tGut +TCONS_00005699 gene-CMSS1_tGut +TCONS_00005700 gene-CMSS1_tGut +TCONS_00005701 gene-TMEM30CP_gGal +TCONS_00005703 gene-SPICE1_tGut +TCONS_00005702 gene-SPICE1_tGut +TCONS_00005704 gene-TRIM45_tGut +TCONS_00005705 gene-TRIM45_tGut +TCONS_00005706 gene-VTCN1_gGal +TCONS_00005707 gene-VTCN1_gGal +TCONS_00005708 gene-TNFRSF1A_tGut +TCONS_00005709 gene-TNFRSF1A_tGut +TCONS_00005710 gene-METTL16_tGut +TCONS_00005711 gene-POLQ_tGut +TCONS_00005712 gene-POLQ_tGut +TCONS_00005713 gene-POLQ_tGut +TCONS_00005714 gene-RABL3_tGut +TCONS_00005715 gene-HGD_tGut +TCONS_00005716 gene-FSTL1_tGut +TCONS_00005717 gene-LRRC58_tGut +TCONS_00005718 gene-GPR156_tGut +TCONS_00005720 gene-GSK3B_tGut +TCONS_00005719 gene-GSK3B_tGut +TCONS_00005722 gene-GSK3B_tGut +TCONS_00005721 gene-GSK3B_tGut +TCONS_00005723 gene-COX17_gGal +TCONS_00005724 gene-POPDC2_tGut +TCONS_00005725 gene-POPDC2_tGut +TCONS_00005726 gene-NHLH2_tGut +TCONS_00005727 gene-CASQ2_tGut +TCONS_00005728 gene-FAAHL_gGal +TCONS_00005729 gene-B4GALT4_tGut +TCONS_00005730 gene-ARHGAP31_tGut +TCONS_00005731 gene-IGSF11_tGut +TCONS_00005732 gene-IGSF11_tGut +TCONS_00005734 gene-LSAMP_gGal +TCONS_00005733 gene-LSAMP_gGal +TCONS_00005736 gene-LSAMP_gGal +TCONS_00005735 gene-LSAMP_gGal +TCONS_00005738 gene-LSAMP_gGal +TCONS_00005737 gene-LSAMP_gGal +TCONS_00005739 gene-ZBTB20_tGut +TCONS_00005740 gene-DRD3_tGut +TCONS_00005742 gene-CCDC191_tGut +TCONS_00005741 gene-CCDC191_tGut +TCONS_00005743 gene-CCDC191_tGut +TCONS_00005744 gene-CCDC191_tGut +TCONS_00005746 gene-LOC115493810_tGut +TCONS_00005745 gene-LOC115493810_tGut +TCONS_00005747 gene-LOC115493810_tGut +TCONS_00005748 gene-LOC115493810_tGut +TCONS_00005749 gene-LOC115493810_tGut +TCONS_00005750 gene-GPR15_tGut +TCONS_00005751 gene-CFAP44_tGut +TCONS_00005754 gene-NEPRO_tGut +TCONS_00005753 gene-NEPRO_tGut +TCONS_00005752 gene-NEPRO_tGut +TCONS_00005755 gene-NEPRO_tGut +TCONS_00005756 gene-NEPRO_tGut +TCONS_00005757 gene-CD200R1A_gGal +TCONS_00005758 gene-CD200R1A_gGal +TCONS_00005759 gene-CD200R1A_gGal +TCONS_00005760 gene-CCDC80_tGut +TCONS_00005761 gene-ATG3_tGut +TCONS_00005762 gene-F5_tGut +TCONS_00005764 gene-F5_tGut +TCONS_00005763 gene-F5_tGut +TCONS_00005765 gene-F5_tGut +TCONS_00005766 gene-SLC19A2_tGut +TCONS_00005767 gene-CCDC181_tGut +TCONS_00005768 gene-NME7_tGut +TCONS_00005769 gene-DPT_tGut +TCONS_00005770 gene-XCL1_gGal-2 +TCONS_00005771 gene-XCL1_gGal-1 +TCONS_00005773 gene-GPR161_tGut +TCONS_00005772 gene-GPR161_tGut +TCONS_00005774 gene-TTF2_tGut +TCONS_00005775 gene-ST3GAL6_tGut +TCONS_00005779 gene-ST3GAL6_tGut +TCONS_00005778 gene-ST3GAL6_tGut +TCONS_00005777 gene-ST3GAL6_tGut +TCONS_00005776 gene-ST3GAL6_tGut +TCONS_00005780 gene-ST3GAL6_tGut +TCONS_00005782 gene-DCBLD2_tGut +TCONS_00005781 gene-DCBLD2_tGut +TCONS_00005783 gene-DCBLD2_tGut +TCONS_00005785 gene-SIDT1_tGut +TCONS_00005784 gene-SIDT1_tGut +TCONS_00005786 gene-ATP6V1A_tGut +TCONS_00005787 gene-TENT5C_tGut +TCONS_00005788 gene-WDR3_tGut +TCONS_00005789 gene-HAO2_tGut +TCONS_00005790 gene-HSD3B1_tGut +TCONS_00005791 gene-HSD3B1_tGut +TCONS_00005792 gene-CD86_tGut +TCONS_00005793 gene-CD86_tGut +TCONS_00005794 gene-CD86_tGut +TCONS_00005795 gene-CASR_tGut +TCONS_00005796 gene-CSTB_tGut +TCONS_00005797 gene-FAM162A_tGut +TCONS_00005798 gene-FBXO40_tGut +TCONS_00005799 gene-FBXO40_tGut +TCONS_00005801 gene-SCNN1A_tGut +TCONS_00005800 gene-SCNN1A_tGut +TCONS_00005802 gene-SCNN1A_tGut +TCONS_00005803 gene-NCAPD2_tGut +TCONS_00005804 gene-CNP1_gGal +TCONS_00005805 gene-GAPDH_tGut +TCONS_00005806 gene-COPS7A_tGut +TCONS_00005807 gene-PTMS_gGal +TCONS_00005808 gene-LAG3_tGut +TCONS_00005809 gene-CD4_tGut +TCONS_00005810 gene-GPR162_tGut +TCONS_00005811 gene-P3H3_tGut +TCONS_00005812 gene-GNB3_tGut +TCONS_00005814 gene-USP5_tGut +TCONS_00005813 gene-USP5_tGut +TCONS_00005815 gene-TPI1_gGal +TCONS_00005816 gene-LRRC23_tGut +TCONS_00005817 gene-ENO2_tGut +TCONS_00005818 gene-ENO2_tGut +TCONS_00005819 gene-ATN1_tGut +TCONS_00005820 gene-ATN1_tGut +TCONS_00005821 gene-C1H12orf57_tGut +TCONS_00005822 gene-PTPN6_tGut +TCONS_00005823 gene-PTPN6_tGut +TCONS_00005824 gene-EMG1_tGut +TCONS_00005825 gene-C1S_tGut +TCONS_00005826 gene-CLSTN3_tGut +TCONS_00005827 gene-CLSTN3_tGut +TCONS_00005828 gene-PEX5_tGut +TCONS_00005829 gene-LOC100228855_tGut +TCONS_00005830 gene-EPHA1_tGut +TCONS_00005832 gene-FAM131B_tGut +TCONS_00005831 gene-FAM131B_tGut +TCONS_00005834 gene-FAM131B_tGut +TCONS_00005833 gene-FAM131B_tGut +TCONS_00005835 gene-FAM131B_tGut +TCONS_00005836 gene-FAM131B_tGut +TCONS_00005837 gene-RAP1GAP3_gGal +TCONS_00005840 gene-RAP1GAP3_gGal +TCONS_00005839 gene-RAP1GAP3_gGal +TCONS_00005838 gene-RAP1GAP3_gGal +TCONS_00005843 gene-RAP1GAP3_gGal +TCONS_00005845 gene-RAP1GAP3_gGal +TCONS_00005844 gene-RAP1GAP3_gGal +TCONS_00005842 gene-RAP1GAP3_gGal +TCONS_00005841 gene-RAP1GAP3_gGal +TCONS_00005846 gene-KEL_tGut +TCONS_00005847 gene-KEL_tGut +TCONS_00005848 gene-KEL_tGut +TCONS_00005850 gene-TRPV6_gGal +TCONS_00005849 gene-TRPV6_gGal +TCONS_00005851 gene-LOC100224083_tGut-like-1 +TCONS_00005852 gene-KLK7_gGal-like-2 +TCONS_00005853 gene-LOC100224083_tGut-like-1 +TCONS_00005854 gene-LOC100224083_tGut-like-1 +TCONS_00005855 gene-PRMT8_tGut +TCONS_00005856 gene-PRMT8_tGut +TCONS_00005859 gene-FOXM1_tGut +TCONS_00005861 gene-FOXM1_tGut +TCONS_00005860 gene-FOXM1_tGut +TCONS_00005858 gene-FOXM1_tGut +TCONS_00005857 gene-FOXM1_tGut +TCONS_00005862 gene-C3AR1_tGut +TCONS_00005863 gene-SLC2A14_gGal +TCONS_00005864 gene-SLC2A14_gGal +TCONS_00005865 gene-LOC100227862_tGut +TCONS_00005866 gene-RIMKLB_gGal +TCONS_00005867 gene-RIMKLB_gGal +TCONS_00005868 gene-RIMKLB_gGal 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gene-PCCA_tGut +TCONS_00006259 gene-PCCA_tGut +TCONS_00006260 gene-PCCA_tGut +TCONS_00006261 gene-PCCA_tGut +TCONS_00006263 gene-PCCA_tGut +TCONS_00006262 gene-PCCA_tGut +TCONS_00006264 gene-PCCA_tGut +TCONS_00006266 gene-ITGBL1_tGut +TCONS_00006265 gene-ITGBL1_tGut +TCONS_00006268 gene-TPP2_tGut +TCONS_00006267 gene-TPP2_tGut +TCONS_00006269 gene-TEX30_tGut +TCONS_00006271 gene-BIVM_tGut +TCONS_00006270 gene-BIVM_tGut +TCONS_00006272 gene-ERCC5_tGut +TCONS_00006273 gene-ERCC5_tGut +TCONS_00006274 gene-METTL21EP_gGal +TCONS_00006275 gene-ABHD13_tGut +TCONS_00006276 gene-TNFSF13B_tGut +TCONS_00006277 gene-TNFSF13B_tGut +TCONS_00006278 gene-TNFSF13B_tGut +TCONS_00006279 gene-ARSH_gGal +TCONS_00006280 gene-LOC100232370_tGut +TCONS_00006281 gene-DHRSX_tGut +TCONS_00006283 gene-DHRSX_tGut +TCONS_00006282 gene-ZBED1_tGut +TCONS_00006284 gene-P2RY8_tGut +TCONS_00006285 gene-ASMTL_tGut +TCONS_00006286 gene-ASMTL_tGut +TCONS_00006287 gene-SLC25A6_tGut +TCONS_00006288 gene-LOC115495938_tGut 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gene-UNC50_tGut +TCONS_00006320 gene-LIPT1_tGut +TCONS_00006321 gene-MRPL30_tGut +TCONS_00006322 gene-EIF5B_tGut +TCONS_00006323 gene-NMS_gGal +TCONS_00006324 gene-PDCL3_tGut +TCONS_00006327 gene-NPAS2_tGut +TCONS_00006328 gene-NPAS2_tGut +TCONS_00006326 gene-NPAS2_tGut +TCONS_00006325 gene-NPAS2_tGut +TCONS_00006329 gene-NPAS2_tGut +TCONS_00006330 gene-RPL31_tGut +TCONS_00006331 gene-CNOT11_tGut-like-1 +TCONS_00006334 gene-MAP4K4_tGut +TCONS_00006336 gene-MAP4K4_tGut +TCONS_00006338 gene-MAP4K4_tGut +TCONS_00006340 gene-MAP4K4_tGut +TCONS_00006342 gene-MAP4K4_tGut +TCONS_00006341 gene-MAP4K4_tGut +TCONS_00006339 gene-MAP4K4_tGut +TCONS_00006337 gene-MAP4K4_tGut +TCONS_00006335 gene-MAP4K4_tGut +TCONS_00006333 gene-MAP4K4_tGut +TCONS_00006332 gene-MAP4K4_tGut +TCONS_00006343 gene-IL1R2_tGut +TCONS_00006344 gene-IL1R1_tGut +TCONS_00006346 gene-IL1RL2_gGal +TCONS_00006345 gene-IL1RL2_gGal +TCONS_00006347 gene-IL1RL2_gGal +TCONS_00006349 gene-IL1RL1_tGut +TCONS_00006348 gene-IL1RL1_tGut +TCONS_00006350 gene-IL18R1_tGut +TCONS_00006351 gene-IL18R1_tGut +TCONS_00006352 gene-IL18RAP_gGal +TCONS_00006353 gene-IL18RAP_gGal +TCONS_00006354 gene-SLC9A4_gGal +TCONS_00006355 gene-SLC9A2_gGal +TCONS_00006356 gene-SLC9A2_gGal +TCONS_00006357 gene-TMEM182_tGut +TCONS_00006358 gene-POU3F3_tGut +TCONS_00006361 gene-MRPS9_tGut +TCONS_00006362 gene-MRPS9_tGut +TCONS_00006360 gene-MRPS9_tGut +TCONS_00006359 gene-MRPS9_tGut +TCONS_00006363 gene-MRPS9_tGut +TCONS_00006364 gene-C1H2orf49_tGut +TCONS_00006365 gene-NCK2_tGut +TCONS_00006367 gene-ECRG4_tGut +TCONS_00006366 gene-ECRG4_tGut +TCONS_00006368 gene-ST6GAL2_tGut +TCONS_00006369 gene-SLC5A7_tGut +TCONS_00006370 gene-SULT1C3_gGal +TCONS_00006371 gene-GCC2_tGut +TCONS_00006372 gene-GCC2_tGut +TCONS_00006373 gene-LIMS1_tGut +TCONS_00006374 gene-LIMS1_tGut +TCONS_00006375 gene-LIMS1_tGut +TCONS_00006376 gene-LIMS1_tGut +TCONS_00006377 gene-LIMS1_tGut +TCONS_00006378 gene-LIMS1_tGut +TCONS_00006379 gene-LIMS1_tGut +TCONS_00006380 gene-LIMS1_tGut +TCONS_00006381 gene-LIMS1_tGut +TCONS_00006384 reg_8781_gGal +TCONS_00006386 gene-LOC100221862_tGut +TCONS_00006385 gene-LOC100221862_tGut +TCONS_00006383 reg_8781_gGal +TCONS_00006382 reg_8781_gGal +TCONS_00006387 gene-LOC100221862_tGut +TCONS_00006391 gene-LOC100221862_tGut +TCONS_00006390 gene-LOC100221862_tGut +TCONS_00006389 gene-LOC100221862_tGut +TCONS_00006388 gene-LOC100221862_tGut +TCONS_00006393 gene-LOC100221862_tGut +TCONS_00006392 gene-LOC100221862_tGut +TCONS_00006394 gene-SH3RF3_tGut +TCONS_00006395 gene-SOWAHC_gGal +TCONS_00006397 gene-RASA3_tGut +TCONS_00006396 gene-RASA3_tGut +TCONS_00006398 gene-RASA3_tGut +TCONS_00006400 gene-RASA3_tGut +TCONS_00006399 gene-RASA3_tGut +TCONS_00006401 gene-GAS6_tGut +TCONS_00006402 gene-ATP4B_tGut +TCONS_00006403 gene-DCUN1D2_tGut +TCONS_00006404 gene-DCUN1D2_tGut +TCONS_00006406 gene-ADPRHL1_tGut +TCONS_00006405 gene-ADPRHL1_tGut +TCONS_00006407 gene-ADPRHL1_tGut +TCONS_00006408 gene-GRTP1_tGut +TCONS_00006409 gene-PCID2_tGut +TCONS_00006410 gene-TUBGCP3_tGut +TCONS_00006411 gene-TUBGCP3_tGut +TCONS_00006413 gene-ANKRD10_tGut +TCONS_00006412 gene-ANKRD10_tGut +TCONS_00006414 gene-ANKRD10_tGut +TCONS_00006416 gene-CARS2_tGut +TCONS_00006415 gene-CARS2_tGut +TCONS_00006418 gene-CARS2_tGut +TCONS_00006417 gene-CARS2_tGut +TCONS_00006419 gene-RAB20_tGut +TCONS_00006420 gene-COL4A1_tGut +TCONS_00006421 gene-COL4A1_tGut +TCONS_00006422 gene-IRS2_tGut +TCONS_00006423 gene-IRS2_tGut +TCONS_00006424 gene-IRS2_tGut +TCONS_00006425 gene-IRS2_tGut +TCONS_00006426 gene-STS_gGal +TCONS_00006427 gene-STS_gGal +TCONS_00006428 gene-STS_gGal +TCONS_00006430 gene-STS_gGal +TCONS_00006429 gene-STS_gGal +TCONS_00006431 gene-STS_gGal +TCONS_00006432 gene-STS_gGal +TCONS_00006433 gene-LOC101750509_gGal +TCONS_00006434 gene-LOC101750509_gGal +TCONS_00006435 gene-TBL1X_tGut +TCONS_00006436 gene-SHROOM2_tGut +TCONS_00006437 gene-SHROOM2_tGut +TCONS_00006438 gene-SHROOM2_tGut +TCONS_00006439 gene-CLDN34_tGut +TCONS_00006441 gene-WWC3_tGut +TCONS_00006440 gene-WWC3_tGut +TCONS_00006442 gene-CLCN4_tGut +TCONS_00006443 gene-CLCN4_tGut +TCONS_00006444 gene-LOC100224152_tGut +TCONS_00006445 gene-MSL3_tGut +TCONS_00006446 gene-MSL3_tGut +TCONS_00006447 gene-MSL3_tGut +TCONS_00006448 gene-FRMPD4_tGut +TCONS_00006449 gene-FRMPD4_tGut +TCONS_00006450 gene-FRMPD4_tGut +TCONS_00006452 gene-PRPS2_tGut-5 +TCONS_00006451 gene-PRPS2_tGut-5 +TCONS_00006453 gene-TLR7_gGal-2 +TCONS_00006454 gene-TLR7_gGal-2 +TCONS_00006455 gene-TLR7_gGal-1 +TCONS_00006456 gene-TLR7_gGal-1 +TCONS_00006457 gene-TMSB4X_tGut +TCONS_00006458 gene-EGFL6_tGut +TCONS_00006459 gene-RAB9A_tGut +TCONS_00006460 gene-OFD1_tGut +TCONS_00006461 gene-OFD1_tGut +TCONS_00006464 gene-GLRA2_tGut +TCONS_00006466 gene-GLRA2_tGut +TCONS_00006465 gene-GLRA2_tGut +TCONS_00006463 gene-GLRA2_tGut +TCONS_00006462 gene-GLRA2_tGut +TCONS_00006468 gene-GLRA2_tGut +TCONS_00006467 gene-GLRA2_tGut +TCONS_00006469 gene-GLRA2_tGut +TCONS_00006471 gene-MOSPD2_tGut +TCONS_00006470 gene-MOSPD2_tGut +TCONS_00006472 gene-MOSPD2_tGut +TCONS_00006473 gene-ZRSR2_tGut +TCONS_00006474 gene-GRPR_tGut +TCONS_00006475 gene-SYAP1_tGut +TCONS_00006476 gene-TXLNG_gGal +TCONS_00006477 gene-TXLNG_gGal +TCONS_00006478 gene-REPS2_tGut +TCONS_00006479 gene-REPS2_tGut +TCONS_00006481 gene-NHS_tGut +TCONS_00006480 gene-NHS_tGut +TCONS_00006483 gene-BEND2_tGut +TCONS_00006482 gene-BEND2_tGut +TCONS_00006484 gene-BEND2_tGut +TCONS_00006485 gene-RAI2_tGut +TCONS_00006486 gene-CDKL5_tGut +TCONS_00006490 gene-CDKL5_tGut +TCONS_00006489 gene-CDKL5_tGut +TCONS_00006488 gene-CDKL5_tGut +TCONS_00006487 gene-CDKL5_tGut +TCONS_00006491 gene-PPEF1_tGut +TCONS_00006493 gene-PDHA1_tGut +TCONS_00006492 gene-PDHA1_tGut +TCONS_00006495 gene-CNKSR2_tGut +TCONS_00006494 gene-CNKSR2_tGut +TCONS_00006496 gene-CNKSR2_tGut +TCONS_00006497 gene-CNKSR2_tGut +TCONS_00006498 gene-CNKSR2_tGut +TCONS_00006502 gene-CNKSR2_tGut +TCONS_00006501 gene-CNKSR2_tGut +TCONS_00006500 gene-CNKSR2_tGut +TCONS_00006499 gene-CNKSR2_tGut +TCONS_00006503 gene-MBTPS2_tGut +TCONS_00006504 gene-MBTPS2_tGut +TCONS_00006505 gene-SMS_tGut +TCONS_00006506 gene-PHEX_tGut +TCONS_00006507 gene-PTCHD1_tGut +TCONS_00006508 gene-PRDX4_tGut +TCONS_00006509 gene-PRDX4_tGut +TCONS_00006510 gene-PRDX4_tGut +TCONS_00006511 gene-SAT1_tGut +TCONS_00006512 gene-SAT1_tGut +TCONS_00006513 gene-EIF2S3_tGut +TCONS_00006516 gene-ZFX_tGut +TCONS_00006515 gene-ZFX_tGut +TCONS_00006514 gene-ZFX_tGut +TCONS_00006517 gene-SLC51AL_gGal +TCONS_00006518 gene-PDK3_tGut +TCONS_00006519 gene-PDK3_tGut +TCONS_00006520 gene-POLA1_tGut +TCONS_00006521 gene-POLA1_tGut +TCONS_00006522 gene-POLA1_tGut +TCONS_00006523 gene-IL1RAPL1_tGut +TCONS_00006525 gene-GK_tGut +TCONS_00006524 gene-GK_tGut +TCONS_00006527 gene-GK_tGut +TCONS_00006526 gene-GK_tGut +TCONS_00006529 gene-GK_tGut +TCONS_00006528 gene-GK_tGut +TCONS_00006530 gene-PRRG1_tGut +TCONS_00006531 gene-LANCL3_tGut +TCONS_00006532 gene-XK_tGut +TCONS_00006533 gene-CYBB_gGal +TCONS_00006534 gene-CYBB_gGal +TCONS_00006535 gene-CYBB_gGal +TCONS_00006536 gene-CYBB_gGal +TCONS_00006538 gene-SYTL5_tGut +TCONS_00006537 gene-SYTL5_tGut +TCONS_00006539 gene-OTC_tGut +TCONS_00006540 gene-TSPAN7_tGut +TCONS_00006541 gene-MID1IP1_tGut +TCONS_00006543 gene-ATP6AP2_tGut +TCONS_00006542 gene-ATP6AP2_tGut +TCONS_00006544 gene-USP9X_tGut +TCONS_00006546 gene-USP9X_tGut +TCONS_00006545 gene-USP9X_tGut +TCONS_00006547 gene-DDX3X_tGut +TCONS_00006548 gene-NYX_tGut +TCONS_00006549 gene-NYX_tGut +TCONS_00006550 gene-GPR34_tGut +TCONS_00006551 gene-GPR82_tGut +TCONS_00006552 gene-MAOA_gGal +TCONS_00006555 gene-KDM6A_tGut +TCONS_00006557 gene-KDM6A_tGut +TCONS_00006559 gene-KDM6A_tGut +TCONS_00006560 gene-KDM6A_tGut +TCONS_00006558 gene-KDM6A_tGut +TCONS_00006556 gene-KDM6A_tGut +TCONS_00006554 gene-KDM6A_tGut +TCONS_00006553 gene-KDM6A_tGut +TCONS_00006561 gene-KDM6A_tGut +TCONS_00006566 gene-KDM6A_tGut +TCONS_00006567 gene-KDM6A_tGut +TCONS_00006564 gene-KDM6A_tGut +TCONS_00006565 gene-KDM6A_tGut +TCONS_00006563 gene-KDM6A_tGut +TCONS_00006562 gene-KDM6A_tGut +TCONS_00006568 gene-ICOSLG_tGut +TCONS_00006569 gene-VTCN1L_gGal +TCONS_00006570 gene-HSF2BP_gGal +TCONS_00006571 gene-HSF2BP_gGal +TCONS_00006572 gene-HSF2BP_gGal +TCONS_00006574 gene-SIK1_tGut +TCONS_00006573 gene-SIK1_tGut +TCONS_00006576 gene-U2AF1_tGut +TCONS_00006575 gene-U2AF1_tGut +TCONS_00006577 gene-U2AF1_tGut +TCONS_00006580 gene-CBS_gGal +TCONS_00006581 gene-CBS_gGal +TCONS_00006579 gene-CBS_gGal +TCONS_00006578 gene-CBS_gGal +TCONS_00006582 gene-CYLY_gGal +TCONS_00006583 gene-CYLY_gGal +TCONS_00006584 gene-WDR4_tGut +TCONS_00006585 gene-RSPH1_tGut +TCONS_00006586 gene-TMPRSS3_tGut +TCONS_00006587 gene-TMPRSS3_tGut +TCONS_00006588 gene-TFF3_gGal +TCONS_00006590 gene-ZBTB21_tGut +TCONS_00006589 gene-ZBTB21_tGut +TCONS_00006591 gene-ZBTB21_tGut +TCONS_00006592 gene-C2CD2_tGut +TCONS_00006594 gene-C2CD2_tGut +TCONS_00006593 gene-C2CD2_tGut +TCONS_00006595 gene-C2CD2_tGut +TCONS_00006596 gene-RIPK4_tGut +TCONS_00006597 gene-TMPRSS2_tGut +TCONS_00006598 gene-LCA5L_tGut +TCONS_00006599 gene-LCA5L_tGut +TCONS_00006602 gene-LCA5L_tGut +TCONS_00006601 gene-LCA5L_tGut +TCONS_00006600 gene-LCA5L_tGut +TCONS_00006604 gene-HMGN1_tGut +TCONS_00006603 gene-HMGN1_tGut +TCONS_00006605 gene-LOC124417521_gGal +TCONS_00006606 gene-BRWD1_tGut +TCONS_00006607 gene-PSMG1_tGut +TCONS_00006608 gene-ERG_tGut +TCONS_00006610 gene-ERG_tGut +TCONS_00006609 gene-ERG_tGut +TCONS_00006611 gene-ERG_tGut +TCONS_00006612 gene-KCNJ6_tGut +TCONS_00006613 gene-KCNJ6_tGut +TCONS_00006614 gene-VPS26C_tGut +TCONS_00006615 gene-VPS26C_tGut +TCONS_00006616 gene-PIGP_gGal +TCONS_00006618 gene-HLCS_tGut +TCONS_00006617 gene-HLCS_tGut +TCONS_00006619 gene-HLCS_tGut +TCONS_00006620 gene-CLDN14_tGut +TCONS_00006621 gene-SETD4_tGut +TCONS_00006622 gene-SETD4_tGut +TCONS_00006625 gene-RUNX1_tGut +TCONS_00006624 gene-RUNX1_tGut +TCONS_00006623 gene-RUNX1_tGut +TCONS_00006626 gene-RUNX1_tGut +TCONS_00006627 gene-MRPS6_tGut-2 +TCONS_00006628 gene-SLC5A3_tGut +TCONS_00006629 gene-KCNE2_tGut +TCONS_00006630 gene-SMIM11A_tGut +TCONS_00006631 gene-CLIC6_tGut +TCONS_00006632 gene-CRYZL1_tGut +TCONS_00006633 gene-CRYZL1_tGut +TCONS_00006634 gene-DONSON_tGut +TCONS_00006635 gene-GART_tGut +TCONS_00006636 gene-DNAJC28_tGut +TCONS_00006637 gene-TMEM50B_tGut +TCONS_00006638 gene-RHOG_tGut-like-1 +TCONS_00006640 gene-NUP98_tGut +TCONS_00006639 gene-NUP98_tGut +TCONS_00006642 gene-NUP98_tGut +TCONS_00006641 gene-NUP98_tGut +TCONS_00006643 gene-CHRNA10_tGut +TCONS_00006644 gene-CHRNA10_tGut +TCONS_00006645 gene-LOC107052463_gGal +TCONS_00006646 gene-LOC100223643_tGut +TCONS_00006647 gene-LOC100857813_gGal +TCONS_00006648 gene-FOLR1_gGal +TCONS_00006649 gene-CNGA4_tGut +TCONS_00006650 gene-CCKBR_tGut +TCONS_00006651 gene-TIMM10B_tGut +TCONS_00006652 gene-ILK_tGut +TCONS_00006653 gene-ILK_tGut +TCONS_00006654 gene-LCMT2_tGut +TCONS_00006655 gene-LCMT2_tGut 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gene-TRAPPC10_tGut +TCONS_00007751 gene-AGPAT3_tGut +TCONS_00007752 gene-PDXK_tGut +TCONS_00007753 gene-RRP1B_tGut +TCONS_00007754 gene-RRP1B_tGut +TCONS_00007755 gene-CRYAA_tGut +TCONS_00007756 gene-PKNOX1_tGut +TCONS_00007757 gene-PKNOX1_tGut +TCONS_00007758 gene-NDUFV3_tGut +TCONS_00007759 gene-PDE9A_tGut +TCONS_00007760 gene-PDE9A_tGut +TCONS_00007761 gene-PDE9A_tGut +TCONS_00007762 gene-PDE9A_tGut +TCONS_00007764 gene-SLC37A1_tGut +TCONS_00007763 gene-SLC37A1_tGut +TCONS_00007765 gene-UBASH3A_tGut +TCONS_00007766 gene-ABCG1_tGut +TCONS_00007767 gene-ABCG1_tGut +TCONS_00007769 gene-ABCG1_tGut +TCONS_00007768 gene-ABCG1_tGut +TCONS_00007770 gene-LOC115497349_tGut +TCONS_00007771 gene-UMODL1_tGut +TCONS_00007773 gene-MX1_gGal +TCONS_00007772 gene-MX1_gGal +TCONS_00007774 gene-FAM3B_tGut +TCONS_00007775 gene-BACE2_tGut +TCONS_00007776 gene-BACE2_tGut +TCONS_00007777 gene-PCP4_tGut +TCONS_00007778 gene-PCP4_tGut +TCONS_00007780 gene-IGSF5_tGut +TCONS_00007779 gene-IGSF5_tGut 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gene-RCAN1_tGut +TCONS_00007812 gene-RCAN1_tGut +TCONS_00007813 gene-SON_tGut +TCONS_00007814 gene-SON_tGut +TCONS_00007815 gene-SON_tGut +TCONS_00007816 gene-GART-B_gGal +TCONS_00007817 gene-LOC121113239_gGal-like-1 +TCONS_00007818 gene-IFNGR2_tGut-2 +TCONS_00007820 gene-IFNAR1_tGut +TCONS_00007819 gene-IFNAR1_tGut +TCONS_00007821 gene-IL10RB_tGut +TCONS_00007822 gene-IFNAR2_tGut +TCONS_00007825 gene-IFNAR2_tGut +TCONS_00007824 gene-IFNAR2_tGut +TCONS_00007823 gene-IFNAR2_tGut +TCONS_00007826 gene-OLIG2_gGal-like-1 +TCONS_00007827 gene-NEUROG3_gGal-like-1 +TCONS_00007828 gene-RRM1_tGut +TCONS_00007829 gene-STIM1_tGut +TCONS_00007833 gene-STIM1_tGut +TCONS_00007835 gene-STIM1_tGut +TCONS_00007836 gene-STIM1_tGut +TCONS_00007834 gene-STIM1_tGut +TCONS_00007832 gene-STIM1_tGut +TCONS_00007831 gene-STIM1_tGut +TCONS_00007830 gene-STIM1_tGut +TCONS_00007837 gene-STIM1_tGut +TCONS_00007838 gene-PGAP2_tGut +TCONS_00007840 gene-PGAP2_tGut +TCONS_00007839 gene-PGAP2_tGut +TCONS_00007842 gene-PGAP2_tGut +TCONS_00007841 gene-PGAP2_tGut +TCONS_00007843 gene-OR52L1_gGal +TCONS_00007844 gene-LOC428119_gGal +TCONS_00007845 gene-HBE_gGal +TCONS_00007846 gene-HBBA_gGal +TCONS_00007847 gene-HBE1_tGut +TCONS_00007848 gene-HBBR_gGal +TCONS_00007849 gene-OR52B2L_gGal +TCONS_00007850 gene-OR52B2_gGal +TCONS_00007851 gene-RPS11_tGut +TCONS_00007852 gene-FHIP1B_tGut +TCONS_00007854 gene-APBB1_tGut +TCONS_00007853 gene-APBB1_tGut +TCONS_00007856 gene-TRIM3_tGut +TCONS_00007855 gene-TRIM3_tGut +TCONS_00007857 gene-ARFIP2_tGut +TCONS_00007859 gene-ARFIP2_tGut +TCONS_00007858 gene-ARFIP2_tGut +TCONS_00007860 gene-LOC100228958_tGut +TCONS_00007861 gene-LOC100228958_tGut +TCONS_00007862 gene-LOC100228958_tGut +TCONS_00007863 gene-RRP8_tGut-1 +TCONS_00007864 gene-TAF10_tGut +TCONS_00007865 gene-TPP1_tGut +TCONS_00007866 gene-DCHS1_tGut +TCONS_00007867 gene-FLNA_tGut +TCONS_00007868 gene-FLNA_tGut +TCONS_00007869 gene-FLNA_tGut +TCONS_00007870 gene-FLNC_tGut-like-3 +TCONS_00007871 gene-FLNC_tGut-like-3 +TCONS_00007872 gene-LOC107049631_gGal-like-1 +TCONS_00007873 gene-ARHGAP30_tGut-like-1 +TCONS_00007874 gene-B4GALT3_gGal-4 +TCONS_00007875 gene-LOC107051813_gGal-like-12 +TCONS_00007876 gene-QPRT_tGut-like-5 +TCONS_00007877 gene-TCAP_gGal-4 +TCONS_00007878 gene-CYB561_gGal-3 +TCONS_00007879 gene-ADGRG4_tGut +TCONS_00007880 gene-BRS3_tGut +TCONS_00007881 gene-HTATSF1_tGut +TCONS_00007882 gene-VGLL1_tGut +TCONS_00007883 gene-CD40LG_tGut +TCONS_00007884 gene-TM9SF2L_gGal +TCONS_00007885 gene-TM9SF2L_gGal +TCONS_00007886 gene-ZIC3_tGut +TCONS_00007887 gene-F9_tGut +TCONS_00007888 gene-XKRX_tGut +TCONS_00007889 gene-XKRX_tGut +TCONS_00007891 gene-NOX1_tGut +TCONS_00007890 gene-NOX1_tGut +TCONS_00007892 gene-NOX1_tGut +TCONS_00007893 gene-TRMT12_tGut +TCONS_00007894 gene-TRMT12_tGut +TCONS_00007895 gene-SYTL4_tGut +TCONS_00007896 gene-TSPAN6_tGut-1 +TCONS_00007898 gene-PCDH19_tGut +TCONS_00007897 gene-PCDH19_tGut +TCONS_00007899 gene-LOC121110694_gGal +TCONS_00007900 gene-CHM_tGut +TCONS_00007901 gene-POF1B_tGut +TCONS_00007902 gene-HDX_tGut +TCONS_00007903 gene-RPS6KA6_tGut +TCONS_00007904 gene-RPS6KA6_tGut +TCONS_00007905 gene-HMGN5_tGut +TCONS_00007907 gene-BRWD3_tGut +TCONS_00007906 gene-BRWD3_tGut +TCONS_00007908 gene-BRWD3_tGut +TCONS_00007909 gene-BRWD3_tGut +TCONS_00007910 gene-CHMP1B_tGut +TCONS_00007911 gene-ITM2A_tGut +TCONS_00007912 gene-CYSLTR1_tGut +TCONS_00007913 gene-LOC100223640_tGut +TCONS_00007914 gene-TAF9B_tGut +TCONS_00007915 gene-PDZD11_tGut +TCONS_00007916 gene-PDZD11_tGut +TCONS_00007917 gene-INPPL1_gGal +TCONS_00007918 gene-P2RY4_tGut +TCONS_00007919 gene-P2RY4_tGut +TCONS_00007920 gene-EFNB1_tGut +TCONS_00007921 gene-EFNB1_tGut +TCONS_00007922 gene-EFNB1_tGut +TCONS_00007923 gene-OPHN1_tGut +TCONS_00007924 gene-OPHN1_tGut +TCONS_00007925 gene-OPHN1_tGut +TCONS_00007926 gene-EDA2R_tGut +TCONS_00007927 gene-HSF3_gGal +TCONS_00007928 gene-HSF3_gGal +TCONS_00007929 gene-ARHGAP20B_gGal +TCONS_00007930 gene-LAS1L_tGut +TCONS_00007932 gene-ZC4H2_tGut +TCONS_00007931 gene-ZC4H2_tGut +TCONS_00007935 gene-MAP7D3_gGal +TCONS_00007937 gene-MAP7D3_gGal +TCONS_00007939 gene-MAP7D3_gGal +TCONS_00007941 gene-MAP7D3_gGal +TCONS_00007943 gene-MAP7D3_gGal +TCONS_00007945 gene-MAP7D3_gGal +TCONS_00007947 gene-MAP7D3_gGal +TCONS_00007948 gene-MAP7D3_gGal +TCONS_00007946 gene-MAP7D3_gGal +TCONS_00007944 gene-MAP7D3_gGal +TCONS_00007942 gene-MAP7D3_gGal +TCONS_00007940 gene-MAP7D3_gGal +TCONS_00007938 gene-MAP7D3_gGal +TCONS_00007936 gene-MAP7D3_gGal +TCONS_00007934 gene-MAP7D3_gGal +TCONS_00007933 gene-MAP7D3_gGal +TCONS_00007952 gene-MAP7D3_gGal +TCONS_00007953 gene-MAP7D3_gGal +TCONS_00007954 gene-MAP7D3_gGal +TCONS_00007951 gene-MAP7D3_gGal +TCONS_00007950 gene-MAP7D3_gGal +TCONS_00007949 gene-MAP7D3_gGal +TCONS_00007955 gene-MMGT1_tGut +TCONS_00007956 gene-MOSPD1_tGut +TCONS_00007958 gene-MOSPD1_tGut +TCONS_00007957 gene-MOSPD1_tGut +TCONS_00007959 gene-PABIR2_gGal +TCONS_00007960 gene-GPC3_tGut +TCONS_00007961 gene-GPC4_tGut +TCONS_00007962 gene-GPC4_tGut +TCONS_00007963 gene-HS6ST2_tGut +TCONS_00007964 gene-MBNL3_tGut +TCONS_00007968 gene-MBNL3_tGut +TCONS_00007967 gene-MBNL3_tGut +TCONS_00007966 gene-MBNL3_tGut +TCONS_00007965 gene-MBNL3_tGut +TCONS_00007969 gene-MBNL3_tGut +TCONS_00007970 gene-RAP2C_tGut +TCONS_00007971 gene-FRMD7_tGut +TCONS_00007972 gene-FRMD7_tGut +TCONS_00007973 gene-PLS3_tGut +TCONS_00007975 gene-PLS3_tGut +TCONS_00007974 gene-PLS3_tGut +TCONS_00007976 gene-PLS3_tGut +TCONS_00007977 gene-AGTR2_tGut +TCONS_00007978 gene-SLC6A14_tGut +TCONS_00007979 gene-SLC6A14_tGut +TCONS_00007980 gene-FAM162BL_gGal +TCONS_00007981 gene-WDR44_tGut +TCONS_00007982 gene-WDR44_tGut +TCONS_00007983 gene-DOCK11_tGut +TCONS_00007984 gene-IL13RA1_tGut +TCONS_00007985 gene-ESX1_gGal +TCONS_00007986 gene-COMMD5_tGut +TCONS_00007988 gene-LONRF3_tGut +TCONS_00007987 gene-LONRF3_tGut +TCONS_00007989 gene-PGRMC1_tGut +TCONS_00007990 gene-SLC25A43_tGut +TCONS_00007991 gene-SLC25A5_tGut +TCONS_00007992 gene-UBE2A_tGut +TCONS_00007993 gene-NDUFA1_gGal +TCONS_00007995 gene-AKAP14_tGut +TCONS_00007994 gene-AKAP14_tGut +TCONS_00007996 gene-ZBTB33_tGut +TCONS_00007997 gene-ATP1B4_tGut +TCONS_00007999 gene-ATP1B4_tGut +TCONS_00007998 gene-ATP1B4_tGut +TCONS_00008000 gene-MCTS1_tGut +TCONS_00008001 gene-GRIA3_tGut +TCONS_00008003 gene-GRIA3_tGut +TCONS_00008002 gene-GRIA3_tGut +TCONS_00008004 gene-BIRC8_gGal +TCONS_00008005 gene-STAG2_tGut +TCONS_00008007 gene-STAG2_tGut +TCONS_00008006 gene-STAG2_tGut +TCONS_00008009 gene-STAG2_tGut +TCONS_00008008 gene-STAG2_tGut +TCONS_00008011 gene-STAG2_tGut +TCONS_00008010 gene-STAG2_tGut +TCONS_00008012 gene-SH2D1A_tGut +TCONS_00008013 gene-GAB3_tGut +TCONS_00008014 gene-GAB3_tGut +TCONS_00008017 gene-LOC100230284_tGut +TCONS_00008019 gene-LOC100230284_tGut +TCONS_00008020 gene-LOC100230284_tGut +TCONS_00008018 gene-LOC100230284_tGut +TCONS_00008016 gene-LOC100230284_tGut +TCONS_00008015 gene-LOC100230284_tGut +TCONS_00008021 gene-VBP1_tGut +TCONS_00008022 gene-VBP1_tGut +TCONS_00008023 gene-VSIG1_tGut +TCONS_00008025 gene-VSIG1_tGut +TCONS_00008024 gene-VSIG1_tGut +TCONS_00008028 gene-ATG4A_tGut +TCONS_00008029 gene-ATG4A_tGut +TCONS_00008027 gene-ATG4A_tGut +TCONS_00008026 gene-ATG4A_tGut +TCONS_00008030 gene-ATG4A_tGut +TCONS_00008033 gene-COL4A5_tGut +TCONS_00008032 gene-COL4A5_tGut +TCONS_00008031 gene-COL4A5_tGut +TCONS_00008034 gene-NXT2_tGut +TCONS_00008035 gene-TMEM164_tGut +TCONS_00008036 gene-PAK3_gGal-1 +TCONS_00008037 gene-PAK3_gGal-1 +TCONS_00008038 gene-RNF128_tGut +TCONS_00008039 gene-RNF128_tGut +TCONS_00008040 gene-TBC1D8B_tGut +TCONS_00008042 gene-CD99L2_tGut +TCONS_00008041 gene-CD99L2_tGut +TCONS_00008043 gene-CXorf40B_gGal +TCONS_00008045 gene-IDS_tGut +TCONS_00008044 gene-IDS_tGut +TCONS_00008046 gene-IDS_tGut +TCONS_00008047 gene-SLITRK4_tGut +TCONS_00008048 gene-SLITRK4_tGut +TCONS_00008049 gene-SLITRK4_tGut +TCONS_00008052 gene-LRCH2_tGut +TCONS_00008053 gene-LRCH2_tGut +TCONS_00008051 gene-LRCH2_tGut +TCONS_00008050 gene-LRCH2_tGut +TCONS_00008055 gene-IL13RA2_tGut +TCONS_00008054 gene-IL13RA2_tGut +TCONS_00008056 gene-IL13RA2_tGut +TCONS_00008057 gene-GDPD2_tGut +TCONS_00008058 gene-GDPD2_tGut +TCONS_00008059 gene-GDPD2_tGut +TCONS_00008060 gene-DLG3_tGut +TCONS_00008063 gene-DLG3_tGut +TCONS_00008062 gene-DLG3_tGut +TCONS_00008061 gene-DLG3_tGut +TCONS_00008064 gene-DLG3_tGut +TCONS_00008065 gene-LOC100190722_tGut +TCONS_00008066 gene-FOXO4_tGut +TCONS_00008067 gene-MED12_tGut +TCONS_00008068 gene-NLGN3_tGut +TCONS_00008069 gene-GJB1_tGut +TCONS_00008070 gene-LOC100222314_tGut +TCONS_00008072 gene-NONO_tGut +TCONS_00008071 gene-NONO_tGut +TCONS_00008074 gene-NONO_tGut +TCONS_00008073 gene-NONO_tGut +TCONS_00008075 gene-RHOG2_gGal +TCONS_00008077 gene-TAF1_tGut +TCONS_00008076 gene-TAF1_tGut +TCONS_00008078 gene-TAF1_tGut +TCONS_00008080 gene-OGT_tGut +TCONS_00008079 gene-OGT_tGut +TCONS_00008081 gene-GCNA_tGut +TCONS_00008082 gene-GCNA_tGut +TCONS_00008083 gene-CMC4_tGut +TCONS_00008084 gene-CMC4_tGut +TCONS_00008085 gene-F8_tGut +TCONS_00008087 gene-MPP1_tGut +TCONS_00008086 gene-MPP1_tGut +TCONS_00008088 gene-TRMT2B_tGut +TCONS_00008090 gene-TMEM35A_tGut +TCONS_00008089 gene-TMEM35A_tGut +TCONS_00008091 gene-CENPI_tGut +TCONS_00008092 gene-DRP2_tGut +TCONS_00008093 gene-DRP2_tGut +TCONS_00008094 gene-DRP2_tGut +TCONS_00008095 gene-LOC105760210_tGut +TCONS_00008096 gene-RPL36A_tGut +TCONS_00008098 gene-PLP1_tGut +TCONS_00008097 gene-PLP1_tGut +TCONS_00008100 gene-NUP62_gGal-2 +TCONS_00008099 gene-NUP62_gGal-2 +TCONS_00008101 gene-RBM41_tGut +TCONS_00008102 gene-RIPPLY1_tGut +TCONS_00008103 gene-PRRG3_tGut +TCONS_00008104 gene-PRRG3_tGut +TCONS_00008105 gene-PRRG3_tGut +TCONS_00008106 gene-LOC100225216_tGut +TCONS_00008107 gene-CNGA2_tGut +TCONS_00008108 gene-CNGA2_tGut +TCONS_00008109 gene-CNGA2_tGut +TCONS_00008110 reg_13549_gGal +TCONS_00008111 reg_13549_gGal +TCONS_00008113 gene-GABRQ_gGal +TCONS_00008112 gene-GABRQ_gGal +TCONS_00008114 gene-SERTM2_tGut +TCONS_00008115 gene-ALG13_gGal +TCONS_00008116 gene-MAGT1_gGal +TCONS_00008118 gene-ATRX_tGut +TCONS_00008117 gene-ATRX_tGut +TCONS_00008119 gene-ATRX_tGut +TCONS_00008120 gene-ATRX_tGut +TCONS_00008121 gene-FGF16_tGut +TCONS_00008122 gene-ZDHHC15_tGut +TCONS_00008124 gene-ZDHHC15_tGut +TCONS_00008123 gene-ZDHHC15_tGut +TCONS_00008125 gene-ABCB7_tGut +TCONS_00008126 gene-ABCB7_tGut +TCONS_00008127 gene-NEXMIF_tGut +TCONS_00008128 gene-UPRT_gGal-2 +TCONS_00008130 gene-RLIM_tGut +TCONS_00008129 gene-RLIM_tGut +TCONS_00008132 gene-WASF3L_gGal +TCONS_00008131 gene-WASF3L_gGal +TCONS_00008133 gene-RASL11AL_gGal +TCONS_00008134 gene-LOC100230322_tGut +TCONS_00008135 gene-C4AH8orf48_tGut +TCONS_00008136 gene-RRAGA_gGal +TCONS_00008137 gene-RRAGA_gGal +TCONS_00008138 gene-KLF8_tGut +TCONS_00008139 gene-KLF8_tGut +TCONS_00008140 gene-KLF8_tGut +TCONS_00008142 gene-LOC100224661_tGut +TCONS_00008141 gene-LOC100224661_tGut +TCONS_00008143 gene-LOC100224661_tGut +TCONS_00008144 gene-LOC100224661_tGut +TCONS_00008145 gene-LOC100224661_tGut +TCONS_00008147 gene-LOC100220779_tGut +TCONS_00008146 gene-LOC100220779_tGut +TCONS_00008148 gene-GLOD5_tGut +TCONS_00008149 gene-LOC112532301_gGal +TCONS_00008150 gene-GATD3AL2_gGal +TCONS_00008151 gene-NSDHL_tGut +TCONS_00008154 gene-ZNF185_tGut +TCONS_00008156 gene-ZNF185_tGut +TCONS_00008158 gene-ZNF185_tGut +TCONS_00008160 gene-ZNF185_tGut +TCONS_00008162 gene-ZNF185_tGut +TCONS_00008164 gene-ZNF185_tGut +TCONS_00008163 gene-ZNF185_tGut +TCONS_00008161 gene-ZNF185_tGut +TCONS_00008159 gene-ZNF185_tGut +TCONS_00008157 gene-ZNF185_tGut +TCONS_00008155 gene-ZNF185_tGut +TCONS_00008153 gene-ZNF185_tGut +TCONS_00008152 gene-ZNF185_tGut +TCONS_00008166 gene-LOC115495261_tGut +TCONS_00008165 gene-LOC115495261_tGut +TCONS_00008167 gene-POLR1D_gGal +TCONS_00008168 gene-POLR1D_gGal +TCONS_00008170 gene-TMLHE_tGut +TCONS_00008169 gene-TMLHE_tGut +TCONS_00008171 gene-LOC115495258_tGut +TCONS_00008175 gene-LOC115495258_tGut +TCONS_00008174 gene-LOC115495258_tGut +TCONS_00008173 gene-LOC115495258_tGut +TCONS_00008172 gene-LOC115495258_tGut +TCONS_00008176 gene-TRAIL-LIKE_gGal +TCONS_00008177 gene-TRAIL-LIKE_gGal +TCONS_00008178 gene-AIFM1_tGut +TCONS_00008179 gene-ZDHHC9_tGut +TCONS_00008180 gene-ZDHHC9_tGut +TCONS_00008181 gene-APLN_tGut +TCONS_00008182 gene-ERCC6L_tGut +TCONS_00008183 gene-TSC22D3_tGut +TCONS_00008184 gene-FAAH2_tGut +TCONS_00008185 gene-LOC115495252_tGut +TCONS_00008188 gene-EVA1CL_gGal +TCONS_00008189 gene-EVA1CL_gGal +TCONS_00008187 gene-EVA1CL_gGal +TCONS_00008186 gene-EVA1CL_gGal +TCONS_00008190 gene-CCNB3_tGut +TCONS_00008191 gene-BMP15_tGut +TCONS_00008193 gene-PHKA1_tGut +TCONS_00008192 gene-PHKA1_tGut +TCONS_00008196 gene-PHKA1_tGut +TCONS_00008195 gene-PHKA1_tGut +TCONS_00008194 gene-PHKA1_tGut +TCONS_00008197 gene-HDAC8_tGut +TCONS_00008199 gene-HDAC8_tGut +TCONS_00008198 gene-HDAC8_tGut +TCONS_00008200 gene-RPS4X_tGut +TCONS_00008201 gene-RBM11_tGut +TCONS_00008204 gene-ARHGEF6_tGut +TCONS_00008203 gene-ARHGEF6_tGut +TCONS_00008202 gene-ARHGEF6_tGut +TCONS_00008206 gene-ARHGEF6_tGut +TCONS_00008205 gene-ARHGEF6_tGut +TCONS_00008209 gene-RBMX_tGut +TCONS_00008208 gene-RBMX_tGut +TCONS_00008207 gene-RBMX_tGut +TCONS_00008210 gene-FGF13_tGut +TCONS_00008211 gene-FGF13_tGut +TCONS_00008212 gene-FGF13_tGut +TCONS_00008213 gene-MCF2_tGut +TCONS_00008214 gene-MCF2_tGut +TCONS_00008215 gene-MCF2_tGut +TCONS_00008216 gene-ATP11C_tGut +TCONS_00008217 gene-ATP11C_tGut +TCONS_00008218 gene-ATP11C_tGut +TCONS_00008219 gene-ATP11C_tGut +TCONS_00008220 gene-ATP11C_tGut +TCONS_00008222 gene-ATP11C_tGut +TCONS_00008221 gene-ATP11C_tGut +TCONS_00008223 gene-ATP11C_tGut +TCONS_00008224 gene-ATP11C_tGut +TCONS_00008225 gene-ARL13A_gGal +TCONS_00008226 gene-CSTF2_tGut +TCONS_00008229 gene-CSTF2_tGut +TCONS_00008228 gene-CSTF2_tGut +TCONS_00008227 gene-CSTF2_tGut +TCONS_00008230 gene-SRPX2_tGut +TCONS_00008231 gene-TNMD_tGut 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gene-NDUFB7_tGut-like-1 +TCONS_00008616 gene-NDUFB7_tGut-like-1 +TCONS_00008618 gene-MYG1_tGut-like-4 +TCONS_00008619 gene-MYG1_tGut-like-4 +TCONS_00008620 gene-LOC124417279_gGal-2 +TCONS_00008621 gene-LOC107050495_gGal-2 +TCONS_00008622 gene-OPLAH_gGal-8 +TCONS_00008623 gene-LOC121108972_gGal-like-9 +TCONS_00008624 gene-LOC124417357_gGal-like-2 +TCONS_00008625 gene-EHMT2_tGut-3 +TCONS_00008626 gene-KRT18_gGal-4 +TCONS_00008627 gene-KANK3_gGal-2 +TCONS_00008628 gene-CCDC97_gGal +TCONS_00008629 gene-LOC105760413_tGut-like-2 +TCONS_00008630 gene-SMO_gGal-5 +TCONS_00008631 gene-TMEM82_tGut-3 +TCONS_00008632 gene-LOC107051813_gGal-like-3 +TCONS_00008633 gene-CHRNA10_gGal-2 +TCONS_00008634 gene-LOC121471062_tGut-like-23 +TCONS_00008635 gene-AP4M1_gGal-1 +TCONS_00008636 gene-LOC107050495_gGal-3 +TCONS_00008637 gene-SLC44A5_tGut +TCONS_00008638 gene-SLC44A5_tGut +TCONS_00008639 gene-SLC44A5_tGut +TCONS_00008640 gene-SLC44A5_tGut +TCONS_00008641 gene-SLC44A5_tGut +TCONS_00008643 gene-CRYZ_tGut 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gene-EFCAB14_tGut +TCONS_00008828 gene-EFCAB14_tGut +TCONS_00008830 gene-ATPAF1_tGut +TCONS_00008829 gene-ATPAF1_tGut +TCONS_00008831 gene-MOB3C_tGut +TCONS_00008832 gene-MKNK1_tGut +TCONS_00008833 gene-MKNK1_tGut +TCONS_00008834 gene-TMEM275_tGut +TCONS_00008835 gene-DMBX1_tGut +TCONS_00008836 gene-FAAH_gGal +TCONS_00008837 gene-VDHAP_gGal +TCONS_00008839 gene-LOC100218384_tGut +TCONS_00008838 gene-LOC100218384_tGut +TCONS_00008840 gene-LOC100218384_tGut +TCONS_00008841 gene-LOC100218384_tGut +TCONS_00008843 gene-LRRC41_tGut +TCONS_00008842 gene-LRRC41_tGut +TCONS_00008844 gene-LOC100229855_tGut +TCONS_00008845 gene-POMGNT1_tGut +TCONS_00008847 gene-PIK3R3_gGal +TCONS_00008846 gene-PIK3R3_gGal +TCONS_00008848 gene-RBP_gGal +TCONS_00008849 gene-IPP_gGal +TCONS_00008850 gene-GPBP1L1_tGut +TCONS_00008853 gene-CCDC17_tGut +TCONS_00008852 gene-CCDC17_tGut +TCONS_00008851 gene-CCDC17_tGut +TCONS_00008854 gene-PRDX1_tGut +TCONS_00008855 gene-TESK2_tGut +TCONS_00008856 gene-TESK2_tGut 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gene-TLCD4_tGut +TCONS_00009008 gene-HCCS_gGal +TCONS_00009009 gene-RWDD3_gGal +TCONS_00009012 gene-PTBP2_tGut +TCONS_00009013 gene-PTBP2_tGut +TCONS_00009011 gene-PTBP2_tGut +TCONS_00009010 gene-PTBP2_tGut +TCONS_00009016 gene-PTBP2_tGut +TCONS_00009015 gene-PTBP2_tGut +TCONS_00009014 gene-PTBP2_tGut +TCONS_00009017 gene-PTBP2_tGut +TCONS_00009018 gene-SNX7_tGut +TCONS_00009019 gene-SNX7_tGut +TCONS_00009021 gene-PLPPR4_tGut +TCONS_00009020 gene-PLPPR4_tGut +TCONS_00009022 gene-PLPPR4_tGut +TCONS_00009023 gene-PALMD_tGut +TCONS_00009025 gene-AGL_tGut +TCONS_00009024 gene-AGL_tGut +TCONS_00009028 gene-LOC101234018_tGut +TCONS_00009030 gene-LOC101234018_tGut +TCONS_00009032 gene-LOC101234018_tGut +TCONS_00009034 gene-LOC101234018_tGut +TCONS_00009036 gene-LOC101234018_tGut +TCONS_00009038 gene-LOC101234018_tGut +TCONS_00009040 gene-LOC101234018_tGut +TCONS_00009042 gene-LOC101234018_tGut +TCONS_00009044 gene-LOC101234018_tGut +TCONS_00009046 gene-LOC101234018_tGut +TCONS_00009048 gene-LOC101234018_tGut +TCONS_00009050 gene-LOC101234018_tGut +TCONS_00009049 gene-LOC101234018_tGut +TCONS_00009047 gene-LOC101234018_tGut +TCONS_00009045 gene-LOC101234018_tGut +TCONS_00009043 gene-LOC101234018_tGut +TCONS_00009041 gene-LOC101234018_tGut +TCONS_00009039 gene-LOC101234018_tGut +TCONS_00009037 gene-LOC101234018_tGut +TCONS_00009035 gene-LOC101234018_tGut +TCONS_00009033 gene-LOC101234018_tGut +TCONS_00009031 gene-LOC101234018_tGut +TCONS_00009029 gene-LOC101234018_tGut +TCONS_00009027 gene-LOC101234018_tGut +TCONS_00009026 gene-LOC101234018_tGut +TCONS_00009051 gene-SLC35A3_tGut +TCONS_00009052 gene-SLC35A3_tGut +TCONS_00009053 gene-SLC35A3_tGut +TCONS_00009054 gene-SLC35A3_tGut +TCONS_00009055 gene-MFSD14A_tGut +TCONS_00009056 gene-MFSD14A_tGut +TCONS_00009057 gene-MFSD14A_tGut +TCONS_00009058 gene-TRMT13_tGut +TCONS_00009059 gene-RTCA_tGut +TCONS_00009060 gene-SLC30A7_tGut +TCONS_00009061 gene-LOC100218707_tGut +TCONS_00009062 gene-LOC100218707_tGut +TCONS_00009063 gene-S1PR1_tGut +TCONS_00009064 gene-RNPC3_tGut +TCONS_00009065 gene-AMY1A_gGal +TCONS_00009066 gene-AMY1A_gGal +TCONS_00009068 gene-AMY2A_gGal +TCONS_00009067 gene-AMY2A_gGal +TCONS_00009069 gene-AMY2A_gGal +TCONS_00009072 gene-NTNG1_tGut +TCONS_00009074 gene-NTNG1_tGut +TCONS_00009076 gene-NTNG1_tGut +TCONS_00009075 gene-NTNG1_tGut +TCONS_00009073 gene-NTNG1_tGut +TCONS_00009071 gene-NTNG1_tGut +TCONS_00009070 gene-NTNG1_tGut +TCONS_00009077 gene-NTNG1_tGut +TCONS_00009078 gene-FAM102B_tGut +TCONS_00009079 gene-FAM102B_tGut +TCONS_00009080 gene-PRPF38B_tGut +TCONS_00009081 gene-STXBP3_tGut +TCONS_00009082 gene-STXBP3_tGut +TCONS_00009083 gene-STXBP3_tGut +TCONS_00009084 gene-STXBP3_tGut +TCONS_00009085 gene-GPSM2_tGut +TCONS_00009086 gene-GPSM2_tGut +TCONS_00009087 gene-GPSM2_tGut +TCONS_00009088 gene-DDX59_tGut +TCONS_00009089 gene-DDX59_tGut +TCONS_00009090 gene-KIF14_tGut +TCONS_00009091 gene-KIF14_tGut +TCONS_00009092 gene-ZNF281_tGut +TCONS_00009093 gene-ATP6V1G3_tGut 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gene-RXRG_tGut +TCONS_00009156 gene-LMX1A_tGut +TCONS_00009157 gene-LRRC52_tGut +TCONS_00009158 gene-MGST3_tGut +TCONS_00009159 gene-UCK2_tGut +TCONS_00009160 gene-KLHL20_tGut +TCONS_00009161 gene-KLHL20_tGut +TCONS_00009162 gene-DARS2_tGut +TCONS_00009163 gene-RGS8_tGut +TCONS_00009164 gene-RGS8_tGut +TCONS_00009165 gene-RGS16_tGut +TCONS_00009166 gene-RGS16_tGut +TCONS_00009167 gene-RGS16_tGut +TCONS_00009168 gene-GLUL_tGut +TCONS_00009169 gene-GLUL_tGut +TCONS_00009172 gene-RC3H1_tGut +TCONS_00009174 gene-RC3H1_tGut +TCONS_00009176 gene-RC3H1_tGut +TCONS_00009175 gene-RC3H1_tGut +TCONS_00009173 gene-RC3H1_tGut +TCONS_00009171 gene-RC3H1_tGut +TCONS_00009170 gene-RC3H1_tGut +TCONS_00009178 gene-SERPINC1_tGut +TCONS_00009177 gene-SERPINC1_tGut +TCONS_00009179 gene-DHX9_tGut +TCONS_00009180 gene-DHX9_tGut +TCONS_00009182 gene-DHX9_tGut +TCONS_00009181 gene-DHX9_tGut +TCONS_00009183 gene-DHX9_tGut +TCONS_00009184 gene-LAMC1_tGut +TCONS_00009185 gene-LAMC2_tGut +TCONS_00009188 gene-SMG7_tGut +TCONS_00009189 gene-SMG7_tGut +TCONS_00009187 gene-SMG7_tGut +TCONS_00009186 gene-SMG7_tGut +TCONS_00009190 gene-SMG7_tGut +TCONS_00009191 gene-SMG7_tGut +TCONS_00009192 gene-RGL1_tGut +TCONS_00009193 gene-RGL1_tGut +TCONS_00009194 gene-TSEN15_tGut +TCONS_00009195 gene-TSEN15_tGut +TCONS_00009196 gene-TSEN15_tGut +TCONS_00009197 gene-RNF2_tGut +TCONS_00009199 gene-SWT1_tGut +TCONS_00009198 gene-SWT1_tGut +TCONS_00009201 gene-SWT1_tGut +TCONS_00009200 gene-SWT1_tGut +TCONS_00009202 gene-SWT1_tGut +TCONS_00009204 gene-SWT1_tGut +TCONS_00009203 gene-SWT1_tGut +TCONS_00009206 gene-SWT1_tGut +TCONS_00009205 gene-SWT1_tGut +TCONS_00009207 gene-PRG4_tGut +TCONS_00009209 gene-ODR4_tGut +TCONS_00009208 gene-ODR4_tGut +TCONS_00009210 gene-ODR4_tGut +TCONS_00009211 gene-PLA2G4A_tGut +TCONS_00009212 gene-PLA2G4A_tGut +TCONS_00009213 gene-LOC768392_gGal +TCONS_00009214 gene-LOC768392_gGal +TCONS_00009216 gene-CCDC180_tGut-like +TCONS_00009215 gene-CCDC180_tGut-like +TCONS_00009217 gene-CCDC180_tGut-like +TCONS_00009218 gene-RABGAP1L_tGut +TCONS_00009219 gene-GPR52_tGut +TCONS_00009220 gene-CACYBP_tGut +TCONS_00009221 gene-PAPPA2_tGut +TCONS_00009222 gene-BRINP2_tGut +TCONS_00009223 gene-RASAL2_tGut +TCONS_00009225 gene-RASAL2_tGut +TCONS_00009224 gene-RASAL2_tGut +TCONS_00009226 gene-RASAL2_tGut +TCONS_00009229 gene-RASAL2_tGut +TCONS_00009228 gene-RASAL2_tGut +TCONS_00009227 gene-RASAL2_tGut +TCONS_00009231 gene-RASAL2_tGut +TCONS_00009230 gene-RASAL2_tGut +TCONS_00009232 gene-RASAL2_tGut +TCONS_00009233 gene-RASAL2_tGut +TCONS_00009234 gene-RASAL2_tGut +TCONS_00009235 gene-RASAL2_tGut +TCONS_00009236 gene-RASAL2_tGut +TCONS_00009239 gene-RALGPS2_tGut +TCONS_00009240 gene-RALGPS2_tGut +TCONS_00009238 gene-RALGPS2_tGut +TCONS_00009237 gene-RALGPS2_tGut +TCONS_00009241 gene-FAM20B_tGut +TCONS_00009242 gene-TOR3A_tGut +TCONS_00009243 gene-SOAT1_tGut +TCONS_00009244 gene-SOAT1_tGut +TCONS_00009245 gene-TDRD5_tGut +TCONS_00009246 gene-TDRD5_tGut +TCONS_00009247 gene-FAM163A_tGut +TCONS_00009248 gene-TOR1AIP1_gGal +TCONS_00009251 gene-TOR1AIP1_gGal +TCONS_00009250 gene-TOR1AIP1_gGal +TCONS_00009249 gene-TOR1AIP1_gGal +TCONS_00009253 gene-CEP350_tGut +TCONS_00009252 gene-CEP350_tGut +TCONS_00009254 gene-QSOX1_tGut +TCONS_00009255 gene-LHX4_tGut +TCONS_00009256 gene-XPR1_tGut-like-1 +TCONS_00009257 gene-KIAA1614_tGut +TCONS_00009258 gene-IER5_tGut +TCONS_00009261 gene-CACNA1E_tGut +TCONS_00009263 gene-CACNA1E_tGut +TCONS_00009265 gene-CACNA1E_tGut +TCONS_00009267 gene-CACNA1E_tGut +TCONS_00009269 gene-CACNA1E_tGut +TCONS_00009268 gene-CACNA1E_tGut +TCONS_00009266 gene-CACNA1E_tGut +TCONS_00009264 gene-CACNA1E_tGut +TCONS_00009262 gene-CACNA1E_tGut +TCONS_00009260 gene-CACNA1E_tGut +TCONS_00009259 gene-CACNA1E_tGut +TCONS_00009270 gene-CACNA1E_tGut +TCONS_00009271 gene-ZNF648_tGut +TCONS_00009273 gene-NAA20_tGut +TCONS_00009272 gene-NAA20_tGut +TCONS_00009275 gene-RABGGTB_tGut +TCONS_00009274 gene-RABGGTB_tGut +TCONS_00009277 gene-RABGGTB_tGut +TCONS_00009276 gene-RABGGTB_tGut +TCONS_00009278 gene-LHX8_tGut +TCONS_00009279 gene-TYW3_tGut +TCONS_00009280 gene-TNNI3K_tGut +TCONS_00009281 gene-TNNI3K_tGut +TCONS_00009283 gene-FPGT_tGut +TCONS_00009282 gene-FPGT_tGut +TCONS_00009284 gene-LRRC40_tGut +TCONS_00009285 gene-ANKRD13C_tGut +TCONS_00009287 gene-MCCC2L_gGal +TCONS_00009286 gene-MCCC2L_gGal +TCONS_00009288 gene-GADD45A_tGut +TCONS_00009289 gene-IL12RB2_tGut +TCONS_00009290 gene-IL12RB2_tGut +TCONS_00009291 gene-IL23R_gGal +TCONS_00009292 gene-IL23R_gGal +TCONS_00009293 gene-MIER1_tGut +TCONS_00009295 gene-MIER1_tGut +TCONS_00009294 gene-MIER1_tGut +TCONS_00009298 gene-MIER1_tGut +TCONS_00009299 gene-MIER1_tGut +TCONS_00009297 gene-MIER1_tGut +TCONS_00009296 gene-MIER1_tGut +TCONS_00009302 gene-MIER1_tGut +TCONS_00009301 gene-MIER1_tGut +TCONS_00009300 gene-MIER1_tGut +TCONS_00009303 gene-DYNLT5_tGut +TCONS_00009306 gene-SGIP1_tGut +TCONS_00009305 gene-SGIP1_tGut +TCONS_00009304 gene-SGIP1_tGut +TCONS_00009307 gene-SGIP1_tGut +TCONS_00009308 gene-PDE4B_tGut +TCONS_00009309 gene-PDE4B_tGut +TCONS_00009310 gene-PDE4B_tGut +TCONS_00009311 gene-LEPR_tGut +TCONS_00009312 gene-LEPROT_tGut +TCONS_00009313 gene-DNAJC6_tGut +TCONS_00009314 gene-DNAJC6_tGut +TCONS_00009315 gene-DNAJC6_tGut +TCONS_00009316 gene-DNAJC6_tGut +TCONS_00009317 gene-AK4_tGut +TCONS_00009319 gene-RAVER2_tGut +TCONS_00009318 gene-RAVER2_tGut +TCONS_00009320 gene-CACHD1_tGut +TCONS_00009321 gene-CACHD1_tGut +TCONS_00009322 gene-CACHD1_tGut +TCONS_00009323 gene-ROR1_tGut +TCONS_00009324 gene-ROR1_tGut +TCONS_00009325 gene-ROR1_tGut +TCONS_00009326 gene-PGM1_tGut +TCONS_00009327 gene-PGM1_tGut +TCONS_00009328 gene-ALG6_tGut +TCONS_00009329 gene-FOXD3_tGut +TCONS_00009332 gene-ATG4C_tGut +TCONS_00009331 gene-ATG4C_tGut +TCONS_00009330 gene-ATG4C_tGut +TCONS_00009333 gene-ANGPTL3_tGut +TCONS_00009334 gene-USP1_tGut +TCONS_00009335 gene-USP1_tGut +TCONS_00009337 gene-PATJ_tGut +TCONS_00009336 gene-PATJ_tGut +TCONS_00009338 gene-PATJ_tGut +TCONS_00009341 gene-NFIA_tGut +TCONS_00009343 gene-NFIA_tGut +TCONS_00009344 gene-NFIA_tGut +TCONS_00009342 gene-NFIA_tGut +TCONS_00009340 gene-NFIA_tGut +TCONS_00009339 gene-NFIA_tGut +TCONS_00009348 gene-NFIA_tGut +TCONS_00009347 gene-NFIA_tGut +TCONS_00009346 gene-NFIA_tGut +TCONS_00009345 gene-NFIA_tGut +TCONS_00009361 gene-NFIA_tGut +TCONS_00009363 gene-NFIA_tGut +TCONS_00009365 gene-NFIA_tGut +TCONS_00009366 gene-NFIA_tGut +TCONS_00009364 gene-NFIA_tGut +TCONS_00009362 gene-NFIA_tGut +TCONS_00009360 gene-NFIA_tGut +TCONS_00009353 gene-NFIA_tGut +TCONS_00009355 gene-NFIA_tGut +TCONS_00009356 gene-NFIA_tGut +TCONS_00009357 gene-NFIA_tGut +TCONS_00009359 gene-NFIA_tGut +TCONS_00009358 gene-NFIA_tGut +TCONS_00009354 gene-NFIA_tGut +TCONS_00009351 gene-NFIA_tGut +TCONS_00009352 gene-NFIA_tGut +TCONS_00009350 gene-NFIA_tGut +TCONS_00009349 gene-NFIA_tGut +TCONS_00009377 gene-NFIA_tGut +TCONS_00009379 gene-NFIA_tGut +TCONS_00009380 gene-NFIA_tGut +TCONS_00009381 gene-NFIA_tGut +TCONS_00009382 gene-NFIA_tGut +TCONS_00009378 gene-NFIA_tGut +TCONS_00009372 gene-NFIA_tGut +TCONS_00009373 gene-NFIA_tGut +TCONS_00009374 gene-NFIA_tGut +TCONS_00009375 gene-NFIA_tGut +TCONS_00009376 gene-NFIA_tGut +TCONS_00009369 gene-NFIA_tGut +TCONS_00009371 gene-NFIA_tGut +TCONS_00009370 gene-NFIA_tGut +TCONS_00009368 gene-NFIA_tGut +TCONS_00009367 gene-NFIA_tGut +TCONS_00009383 gene-HOOK1_tGut +TCONS_00009384 gene-HOOK1_tGut +TCONS_00009385 gene-FGGY_tGut +TCONS_00009386 gene-FGGY_tGut +TCONS_00009387 gene-FGGY_tGut +TCONS_00009388 gene-FGGY_tGut +TCONS_00009389 gene-FGGY_tGut +TCONS_00009390 gene-C8A_tGut +TCONS_00009391 gene-PRKAA2_tGut +TCONS_00009392 gene-PRKAA2_tGut +TCONS_00009393 gene-PCSK9_tGut +TCONS_00009394 gene-BSND_tGut +TCONS_00009395 gene-TMEM61_tGut +TCONS_00009396 gene-TMEM61_tGut +TCONS_00009397 gene-ACOT11_tGut +TCONS_00009398 gene-ACOT11_tGut +TCONS_00009399 gene-ACOT11_tGut +TCONS_00009400 gene-MRPL37_tGut +TCONS_00009401 gene-TCEANC2_tGut 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gene-FRMD5_tGut +TCONS_00010297 gene-FRMD5_tGut +TCONS_00010298 gene-FRMD5_tGut +TCONS_00010300 gene-TMED3_gGal +TCONS_00010299 gene-TMED3_gGal +TCONS_00010301 gene-MESP2_gGal +TCONS_00010302 gene-SEMA4B_tGut +TCONS_00010303 gene-GDPGP1_tGut +TCONS_00010305 gene-NGRN_tGut +TCONS_00010304 gene-NGRN_tGut +TCONS_00010306 gene-NGRN_tGut +TCONS_00010307 gene-NGRN_tGut +TCONS_00010308 gene-HDDC3_tGut +TCONS_00010309 gene-VPS33B_tGut +TCONS_00010311 gene-PRC1_tGut +TCONS_00010310 gene-PRC1_tGut +TCONS_00010313 gene-PRC1_tGut +TCONS_00010312 gene-PRC1_tGut +TCONS_00010314 gene-MFAP1_tGut +TCONS_00010317 gene-SERINC4_tGut +TCONS_00010318 gene-SERINC4_tGut +TCONS_00010316 gene-SERINC4_tGut +TCONS_00010315 gene-SERINC4_tGut +TCONS_00010321 gene-PPIP5K1_tGut +TCONS_00010323 gene-PPIP5K1_tGut +TCONS_00010325 gene-PPIP5K1_tGut +TCONS_00010326 gene-PPIP5K1_tGut +TCONS_00010324 gene-PPIP5K1_tGut +TCONS_00010322 gene-PPIP5K1_tGut +TCONS_00010320 gene-PPIP5K1_tGut +TCONS_00010319 gene-PPIP5K1_tGut 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gene-CCNB2_tGut +TCONS_00010358 gene-FAM81A_tGut +TCONS_00010360 gene-FAM81A_tGut +TCONS_00010359 gene-FAM81A_tGut +TCONS_00010361 gene-FAM81A_tGut +TCONS_00010362 gene-FAM81A_tGut +TCONS_00010363 gene-CHRNA7_gGal +TCONS_00010364 gene-LARP6_tGut +TCONS_00010365 gene-LARP6_tGut +TCONS_00010366 gene-LARP6_tGut +TCONS_00010368 gene-TJP1_tGut +TCONS_00010367 gene-TJP1_tGut +TCONS_00010369 gene-TJP1_tGut +TCONS_00010370 gene-TJP1_tGut +TCONS_00010372 gene-FAM189A1_tGut +TCONS_00010371 gene-FAM189A1_tGut +TCONS_00010374 gene-FAM189A1_tGut +TCONS_00010373 gene-FAM189A1_tGut +TCONS_00010375 gene-FAM189A1_tGut +TCONS_00010376 gene-FAM189A1_tGut +TCONS_00010377 gene-MPHOSPH10_tGut +TCONS_00010378 gene-MPHOSPH10_tGut +TCONS_00010380 gene-FAN1_tGut +TCONS_00010379 gene-FAN1_tGut +TCONS_00010382 gene-FAN1_tGut +TCONS_00010381 gene-FAN1_tGut +TCONS_00010383 gene-KLF13_tGut +TCONS_00010384 gene-GCNT3_tGut +TCONS_00010385 gene-FOXB1_tGut +TCONS_00010386 gene-TLN2_tGut +TCONS_00010388 gene-TPM1_tGut-like-1 +TCONS_00010387 gene-TPM1_tGut-like-1 +TCONS_00010392 gene-TPM1_tGut-like-1 +TCONS_00010391 gene-TPM1_tGut-like-1 +TCONS_00010390 gene-TPM1_tGut-like-1 +TCONS_00010389 gene-TPM1_tGut-like-1 +TCONS_00010393 gene-TPM1_tGut-like-1 +TCONS_00010394 gene-TPM1_tGut-like-1 +TCONS_00010399 gene-TPM1_tGut-like-1 +TCONS_00010398 gene-TPM1_tGut-like-1 +TCONS_00010397 gene-TPM1_tGut-like-1 +TCONS_00010396 gene-TPM1_tGut-like-1 +TCONS_00010395 gene-TPM1_tGut-like-1 +TCONS_00010400 gene-TPM4_tGut-like-2 +TCONS_00010401 gene-TPM1_tGut-like-1 +TCONS_00010402 gene-TPM4_tGut-like-2 +TCONS_00010403 gene-LACTB_tGut +TCONS_00010404 gene-RAB8A_tGut-like-1 +TCONS_00010405 gene-RAB8B_tGut-like-1 +TCONS_00010406 gene-RAB8B_tGut-like-1 +TCONS_00010407 gene-RAB8B_tGut-like-1 +TCONS_00010408 gene-RAB8B_tGut-like-1 +TCONS_00010409 gene-USP3_tGut +TCONS_00010410 gene-USP3_tGut +TCONS_00010411 gene-USP3_tGut +TCONS_00010412 gene-USP3_tGut +TCONS_00010413 gene-FBXL22_tGut +TCONS_00010415 gene-IDH3A_tGut +TCONS_00010414 gene-IDH3A_tGut +TCONS_00010416 gene-DNAJA4_tGut +TCONS_00010417 gene-DNAJA4_tGut +TCONS_00010418 gene-DNAJA4_tGut +TCONS_00010419 gene-CRABP1_tGut +TCONS_00010420 gene-IREB2_tGut +TCONS_00010421 gene-PSMA4_tGut +TCONS_00010422 gene-PSMA4_tGut +TCONS_00010423 gene-CHRNA5_tGut +TCONS_00010424 gene-CHRNA5_tGut +TCONS_00010425 gene-UBE2Q2_tGut +TCONS_00010426 gene-UBE2Q2_tGut +TCONS_00010427 gene-FBXO22_tGut +TCONS_00010428 gene-TMEM266_tGut +TCONS_00010429 gene-ISL2_tGut +TCONS_00010431 gene-RCN2_tGut +TCONS_00010430 gene-RCN2_tGut +TCONS_00010432 gene-PSTPIP1_tGut +TCONS_00010433 gene-HMG20A_tGut +TCONS_00010434 gene-CSPG4_tGut +TCONS_00010435 gene-SNUPN_tGut +TCONS_00010436 gene-PTPN9_tGut +TCONS_00010438 gene-SIN3A_tGut +TCONS_00010437 gene-SIN3A_tGut +TCONS_00010439 gene-MAN2C1_tGut +TCONS_00010440 gene-RPP25_tGut +TCONS_00010441 gene-COX5A_gGal +TCONS_00010442 gene-COX5A_gGal +TCONS_00010443 gene-FAM219B_tGut +TCONS_00010445 gene-FAM219B_tGut 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gene-MYO9A_tGut +TCONS_00010474 gene-MYO9A_tGut +TCONS_00010473 gene-MYO9A_tGut +TCONS_00010479 gene-LOC121470536_tGut +TCONS_00010478 gene-LOC121470536_tGut +TCONS_00010480 gene-AP3B2_tGut +TCONS_00010482 gene-AP3B2_tGut +TCONS_00010481 gene-AP3B2_tGut +TCONS_00010483 gene-AP3B2_tGut +TCONS_00010485 gene-CPEB1_tGut +TCONS_00010484 gene-CPEB1_tGut +TCONS_00010488 gene-CPEB1_tGut +TCONS_00010487 gene-CPEB1_tGut +TCONS_00010486 gene-CPEB1_tGut +TCONS_00010489 gene-RPS17_tGut +TCONS_00010490 gene-PATL2_tGut +TCONS_00010493 gene-PATL2_tGut +TCONS_00010492 gene-PATL2_tGut +TCONS_00010491 gene-PATL2_tGut +TCONS_00010494 gene-SNX1_tGut +TCONS_00010495 gene-SNX1_tGut +TCONS_00010496 gene-SNX22_tGut +TCONS_00010497 gene-TRIP4_tGut +TCONS_00010498 gene-TRIP4_tGut +TCONS_00010500 gene-TRIP4_tGut +TCONS_00010499 gene-TRIP4_tGut +TCONS_00010501 gene-ZNF609_tGut +TCONS_00010502 gene-ZNF609_tGut +TCONS_00010503 gene-RBPMS2_tGut +TCONS_00010504 gene-SORD_tGut +TCONS_00010505 gene-DUOXA2_tGut 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gene-LOC121111599_gGal-like-1 +TCONS_00010530 gene-LOC121113478_gGal-like-7 +TCONS_00010533 gene-LOC112533192_gGal-like-8 +TCONS_00010534 gene-LOC121113478_gGal-like-7 +TCONS_00010535 gene-PIGB_tGut +TCONS_00010536 gene-UNC13C_tGut +TCONS_00010537 gene-LOC415414_gGal +TCONS_00010538 gene-MAPK6_tGut +TCONS_00010539 gene-LEO1_tGut +TCONS_00010541 gene-LEO1_tGut +TCONS_00010540 gene-LEO1_tGut +TCONS_00010542 gene-TMOD3_gGal +TCONS_00010544 gene-SCG3_tGut +TCONS_00010543 gene-SCG3_tGut +TCONS_00010546 gene-SCG3_tGut +TCONS_00010545 gene-SCG3_tGut +TCONS_00010547 gene-TNFAIP8L3_tGut +TCONS_00010548 gene-CYP19A1_tGut +TCONS_00010549 gene-DMXL2_tGut +TCONS_00010550 gene-DMXL2_tGut +TCONS_00010554 gene-DMXL2_tGut +TCONS_00010553 gene-DMXL2_tGut +TCONS_00010552 gene-DMXL2_tGut +TCONS_00010551 gene-DMXL2_tGut +TCONS_00010557 gene-MYEF2_tGut +TCONS_00010559 gene-MYEF2_tGut +TCONS_00010561 gene-MYEF2_tGut +TCONS_00010563 gene-MYEF2_tGut +TCONS_00010564 gene-MYEF2_tGut +TCONS_00010562 gene-MYEF2_tGut +TCONS_00010560 gene-MYEF2_tGut +TCONS_00010558 gene-MYEF2_tGut +TCONS_00010556 gene-MYEF2_tGut +TCONS_00010555 gene-MYEF2_tGut +TCONS_00010565 gene-FBN1_tGut +TCONS_00010568 gene-CEP152_tGut +TCONS_00010570 gene-CEP152_tGut +TCONS_00010571 gene-CEP152_tGut +TCONS_00010569 gene-CEP152_tGut +TCONS_00010567 gene-CEP152_tGut +TCONS_00010566 gene-CEP152_tGut +TCONS_00010572 gene-CEP152_tGut +TCONS_00010573 gene-CEP152_tGut +TCONS_00010575 gene-SHC4_tGut +TCONS_00010574 gene-SHC4_tGut +TCONS_00010576 gene-SECISBP2L_tGut +TCONS_00010580 gene-SECISBP2L_tGut +TCONS_00010579 gene-SECISBP2L_tGut +TCONS_00010578 gene-SECISBP2L_tGut +TCONS_00010577 gene-SECISBP2L_tGut +TCONS_00010582 gene-COPS2_tGut +TCONS_00010581 gene-COPS2_tGut +TCONS_00010584 gene-SLC30A4_tGut +TCONS_00010583 gene-SLC30A4_tGut +TCONS_00010585 gene-ITGB1BP3_gGal +TCONS_00010587 gene-USP8_tGut +TCONS_00010586 gene-USP8_tGut +TCONS_00010588 gene-FSD2_tGut +TCONS_00010589 gene-HOMER2_tGut +TCONS_00010590 gene-C10H15orf40_tGut +TCONS_00010591 gene-C10H15orf40_tGut +TCONS_00010592 gene-BTBD1_tGut +TCONS_00010593 gene-HDGFL3_tGut +TCONS_00010594 gene-BNC1_tGut +TCONS_00010595 gene-BNC1_tGut +TCONS_00010596 gene-BNC1_tGut +TCONS_00010598 gene-LMNAL_gGal +TCONS_00010597 gene-LMNAL_gGal +TCONS_00010599 gene-LMNAL_gGal +TCONS_00010600 gene-SAXO2_tGut +TCONS_00010601 gene-IL16_tGut +TCONS_00010602 gene-CFAP161_tGut +TCONS_00010603 gene-TLNRD1_tGut +TCONS_00010604 gene-CEMIP_gGal +TCONS_00010605 gene-ABHD17C_tGut +TCONS_00010606 gene-ARNT2_tGut +TCONS_00010608 gene-ARNT2_tGut +TCONS_00010607 gene-ARNT2_tGut +TCONS_00010609 gene-ARNT2_tGut +TCONS_00010610 gene-FAH_tGut +TCONS_00010611 gene-ZFAND6_tGut +TCONS_00010612 gene-MINAR1_tGut +TCONS_00010613 gene-TICRR_tGut +TCONS_00010614 gene-FANCI_tGut +TCONS_00010615 gene-ABHD2_tGut +TCONS_00010617 gene-ACAN_tGut +TCONS_00010616 gene-ACAN_tGut +TCONS_00010618 gene-AEN_tGut +TCONS_00010619 gene-MRPS11_tGut +TCONS_00010620 gene-AGBL1_tGut 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gene-ITGA11_tGut +TCONS_00010682 gene-ITGA11_tGut +TCONS_00010683 gene-ITGA11_tGut +TCONS_00010684 gene-ANP32A_tGut +TCONS_00010686 gene-ANP32A_tGut +TCONS_00010685 gene-ANP32A_tGut +TCONS_00010688 gene-ANP32A_tGut +TCONS_00010687 gene-ANP32A_tGut +TCONS_00010689 gene-TLE3_tGut-1 +TCONS_00010693 gene-TLE3_tGut-1 +TCONS_00010695 gene-TLE3_tGut-1 +TCONS_00010694 gene-TLE3_tGut-1 +TCONS_00010692 gene-TLE3_tGut-1 +TCONS_00010691 gene-TLE3_tGut-1 +TCONS_00010690 gene-TLE3_tGut-1 +TCONS_00010696 gene-UACA_tGut +TCONS_00010699 gene-MORF4L1_tGut +TCONS_00010701 gene-MORF4L1_tGut +TCONS_00010702 gene-MORF4L1_tGut +TCONS_00010700 gene-MORF4L1_tGut +TCONS_00010698 gene-MORF4L1_tGut +TCONS_00010697 gene-MORF4L1_tGut +TCONS_00010703 gene-CIAO2A_tGut +TCONS_00010704 gene-EIF3J_tGut +TCONS_00010705 gene-CTDSPL2_tGut +TCONS_00010707 gene-GOLM2_tGut +TCONS_00010706 gene-GOLM2_tGut +TCONS_00010708 gene-WDR76_tGut +TCONS_00010709 gene-BLM_tGut +TCONS_00010710 gene-CTSH_tGut +TCONS_00010711 gene-RASGRF1_tGut +TCONS_00010713 gene-LOC115496728_tGut +TCONS_00010712 gene-LOC115496728_tGut +TCONS_00010714 gene-MESP1_tGut +TCONS_00010715 gene-ANPEP_gGal +TCONS_00010716 gene-AP3S2_tGut +TCONS_00010718 gene-AP3S2_tGut +TCONS_00010717 gene-AP3S2_tGut +TCONS_00010719 gene-IDH2_tGut +TCONS_00010720 gene-CIB1_tGut +TCONS_00010722 gene-CIB1_tGut +TCONS_00010721 gene-CIB1_tGut +TCONS_00010723 gene-RCCD1_tGut +TCONS_00010724 gene-UNC45A_tGut +TCONS_00010725 gene-LOC121470512_tGut +TCONS_00010727 gene-MAN2A2_tGut +TCONS_00010726 gene-MAN2A2_tGut +TCONS_00010728 gene-FES_tGut +TCONS_00010729 gene-FES_tGut +TCONS_00010730 gene-FURIN_tGut +TCONS_00010731 gene-HYPK_tGut +TCONS_00010732 gene-SERF2_tGut +TCONS_00010733 gene-PDIA3_tGut +TCONS_00010734 gene-CKMT1B_gGal +TCONS_00010735 gene-MAP1A_tGut +TCONS_00010736 gene-MAP1A_tGut +TCONS_00010737 gene-MAP1A_tGut +TCONS_00010738 gene-TUBGCP4_tGut +TCONS_00010739 gene-TUBGCP4_tGut +TCONS_00010740 gene-TUBGCP4_tGut +TCONS_00010741 gene-PRTG_gGal +TCONS_00010742 gene-PRTG_gGal +TCONS_00010743 gene-NEDD4_tGut +TCONS_00010744 gene-RFX7_tGut +TCONS_00010745 gene-RFX7_tGut +TCONS_00010746 gene-RFX7_tGut +TCONS_00010747 gene-RFX7_tGut +TCONS_00010748 gene-MNS1_tGut +TCONS_00010749 gene-ZNF280D_tGut +TCONS_00010750 gene-ZNF280D_tGut +TCONS_00010752 gene-ZNF280D_tGut +TCONS_00010751 gene-ZNF280D_tGut +TCONS_00010753 gene-ZNF280D_tGut +TCONS_00010754 gene-ALDH1A2_tGut +TCONS_00010755 gene-ALDH1A2_tGut +TCONS_00010756 gene-ADAM10_tGut +TCONS_00010757 gene-ADAM10_tGut +TCONS_00010760 gene-SLTM_tGut +TCONS_00010762 gene-SLTM_tGut +TCONS_00010764 gene-SLTM_tGut +TCONS_00010766 gene-SLTM_tGut +TCONS_00010765 gene-SLTM_tGut +TCONS_00010763 gene-SLTM_tGut +TCONS_00010761 gene-SLTM_tGut +TCONS_00010759 gene-SLTM_tGut +TCONS_00010758 gene-SLTM_tGut +TCONS_00010767 gene-MYO1E_gGal +TCONS_00010768 gene-MYO1E_gGal +TCONS_00010769 gene-FAM81A_tGut +TCONS_00010770 gene-THSD4_tGut +TCONS_00010772 gene-LRRC49_tGut +TCONS_00010771 gene-LRRC49_tGut +TCONS_00010773 gene-ADAL_tGut +TCONS_00010774 gene-ADAL_tGut +TCONS_00010775 gene-TM2D3_gGal +TCONS_00010776 gene-TARSL2_gGal +TCONS_00010779 gene-APBA2_tGut +TCONS_00010780 gene-APBA2_tGut +TCONS_00010778 gene-APBA2_tGut +TCONS_00010777 gene-APBA2_tGut +TCONS_00010782 gene-MCEE_tGut +TCONS_00010781 gene-MCEE_tGut +TCONS_00010783 gene-MTMR10_tGut +TCONS_00010784 gene-MTMR10_tGut +TCONS_00010785 gene-TRPM1_tGut +TCONS_00010788 gene-TRPM1_tGut +TCONS_00010787 gene-TRPM1_tGut +TCONS_00010786 gene-TRPM1_tGut +TCONS_00010791 gene-OTUD7A_tGut +TCONS_00010790 gene-OTUD7A_tGut +TCONS_00010789 gene-OTUD7A_tGut +TCONS_00010792 gene-GTF2A2_tGut +TCONS_00010794 gene-BNIP2_tGut +TCONS_00010793 gene-BNIP2_tGut +TCONS_00010795 gene-ANXA2_tGut +TCONS_00010796 gene-ICE2_tGut +TCONS_00010797 gene-ICE2_tGut +TCONS_00010798 gene-ICE2_tGut +TCONS_00010799 gene-RORA_tGut +TCONS_00010800 gene-RORA_tGut +TCONS_00010802 gene-RORA_tGut +TCONS_00010801 gene-RORA_tGut +TCONS_00010804 gene-VPS13C_tGut +TCONS_00010803 gene-VPS13C_tGut +TCONS_00010805 gene-C2CD4A_gGal +TCONS_00010806 gene-RPS27L_tGut +TCONS_00010807 gene-CA12_gGal +TCONS_00010810 gene-HERC1_tGut +TCONS_00010812 gene-HERC1_tGut +TCONS_00010814 gene-HERC1_tGut +TCONS_00010815 gene-HERC1_tGut +TCONS_00010813 gene-HERC1_tGut +TCONS_00010811 gene-HERC1_tGut +TCONS_00010809 gene-HERC1_tGut +TCONS_00010808 gene-HERC1_tGut +TCONS_00010816 gene-DAPK2_tGut +TCONS_00010817 gene-DAPK2_tGut +TCONS_00010818 gene-DAPK2_tGut +TCONS_00010819 gene-DAPK2_tGut +TCONS_00010820 gene-DAPK2_tGut +TCONS_00010821 gene-DAPK2_tGut +TCONS_00010822 gene-TBC1D2B_tGut +TCONS_00010823 gene-TBC1D2B_tGut +TCONS_00010824 gene-TBC1D2B_tGut +TCONS_00010825 gene-CIB2_tGut +TCONS_00010826 gene-CIB2_tGut +TCONS_00010827 gene-CIB2_tGut +TCONS_00010828 gene-CIB2_tGut +TCONS_00010829 gene-ACSBG1_gGal +TCONS_00010833 gene-ACSBG1_gGal +TCONS_00010834 gene-ACSBG1_gGal +TCONS_00010832 gene-ACSBG1_gGal +TCONS_00010831 gene-ACSBG1_gGal +TCONS_00010830 gene-ACSBG1_gGal +TCONS_00010835 gene-WDR61_tGut +TCONS_00010836 gene-CHRNA3_tGut +TCONS_00010837 gene-CHRNB4_tGut +TCONS_00010838 gene-NRG4_tGut +TCONS_00010839 gene-ETFA_tGut +TCONS_00010840 gene-ETFA_tGut +TCONS_00010841 gene-SCAPER_tGut +TCONS_00010844 gene-SCAPER_tGut +TCONS_00010843 gene-SCAPER_tGut +TCONS_00010842 gene-SCAPER_tGut +TCONS_00010845 gene-TSPAN3_tGut +TCONS_00010846 gene-TSPAN3_tGut +TCONS_00010848 gene-PEAK1_tGut +TCONS_00010847 gene-PEAK1_tGut +TCONS_00010849 gene-LINGO1_tGut +TCONS_00010850 gene-LINGO1_tGut +TCONS_00010851 gene-SNX33_tGut +TCONS_00010852 gene-NEIL1_tGut +TCONS_00010854 gene-COMMD4_tGut +TCONS_00010853 gene-COMMD4_tGut +TCONS_00010855 gene-MUC1_gGal +TCONS_00010856 gene-C15orf39_gGal +TCONS_00010857 gene-C15orf39_gGal +TCONS_00010858 gene-PPCDC_tGut +TCONS_00010859 gene-PPCDC_tGut +TCONS_00010860 gene-PPCDC_tGut +TCONS_00010861 gene-SCAMP5_tGut +TCONS_00010862 gene-MPI_tGut +TCONS_00010863 gene-CPLX3_tGut +TCONS_00010864 gene-CSK_tGut +TCONS_00010865 gene-CSK_tGut +TCONS_00010866 gene-CSK_tGut +TCONS_00010867 gene-CYP1A2_gGal-like-1 +TCONS_00010868 gene-CLK3_tGut +TCONS_00010869 gene-CLK3_tGut +TCONS_00010870 gene-CLK3_tGut +TCONS_00010871 gene-CLK3_tGut +TCONS_00010872 gene-ARID3B_tGut +TCONS_00010873 gene-LOXL1_tGut-2 +TCONS_00010874 gene-INSYN1_tGut +TCONS_00010875 gene-CD276_tGut +TCONS_00010876 gene-REC114_gGal +TCONS_00010877 gene-REC114_gGal +TCONS_00010880 gene-NEO1_tGut +TCONS_00010881 gene-NEO1_tGut +TCONS_00010879 gene-NEO1_tGut +TCONS_00010878 gene-NEO1_tGut +TCONS_00010888 gene-NEO1_tGut +TCONS_00010887 gene-NEO1_tGut +TCONS_00010884 gene-NEO1_tGut +TCONS_00010886 gene-NEO1_tGut +TCONS_00010885 gene-NEO1_tGut +TCONS_00010883 gene-NEO1_tGut +TCONS_00010882 gene-NEO1_tGut +TCONS_00010890 gene-BBS4_tGut +TCONS_00010889 gene-BBS4_tGut +TCONS_00010891 gene-ARIH1_tGut +TCONS_00010894 gene-PARP6_tGut +TCONS_00010896 gene-PARP6_tGut +TCONS_00010897 gene-PARP6_tGut +TCONS_00010895 gene-PARP6_tGut +TCONS_00010893 gene-PARP6_tGut +TCONS_00010892 gene-PARP6_tGut +TCONS_00010898 gene-PARP6_tGut +TCONS_00010899 gene-SENP8_tGut +TCONS_00010900 gene-NR2E3_tGut +TCONS_00010901 gene-NR2E3_tGut +TCONS_00010902 gene-TERB2_tGut +TCONS_00010903 gene-B2M_tGut +TCONS_00010906 gene-CSNK1G1_tGut +TCONS_00010907 gene-CSNK1G1_tGut +TCONS_00010905 gene-CSNK1G1_tGut +TCONS_00010904 gene-CSNK1G1_tGut +TCONS_00010908 gene-PCLAF_tGut +TCONS_00010909 gene-DUOX1_gGal +TCONS_00010910 gene-DUOXA2_gGal +TCONS_00010911 gene-DUOXA2_gGal +TCONS_00010912 gene-NMB_tGut-1 +TCONS_00010913 gene-NMB_tGut-1 +TCONS_00010914 gene-SEC11A_tGut +TCONS_00010915 gene-ZNF592_tGut +TCONS_00010917 gene-PCASP3_gGal +TCONS_00010916 gene-PCASP3_gGal +TCONS_00010918 gene-SLC28A2_gGal +TCONS_00010919 gene-LOC107052138_gGal-2 +TCONS_00010920 gene-LOC121113478_gGal-like-3 +TCONS_00010921 gene-LOC112533192_gGal-like-11 +TCONS_00010924 gene-LOC121111599_gGal-like-7 +TCONS_00010923 gene-LOC121111599_gGal-like-7 +TCONS_00010922 gene-LOC121113478_gGal-like-3 +TCONS_00010925 gene-LOC107054158_gGal-like-3 +TCONS_00010926 gene-LOC107054158_gGal-like-3 +TCONS_00010927 gene-LOC112533192_gGal-like-11 +TCONS_00010930 gene-LOC121111599_gGal-like-7 +TCONS_00010929 gene-LOC121111599_gGal-like-7 +TCONS_00010928 gene-LOC121113478_gGal-like-3 +TCONS_00010931 gene-LOC121111599_gGal-like-11 +TCONS_00010933 gene-LOC112533192_gGal-like-10 +TCONS_00010932 gene-LOC121111599_gGal-like-11 +TCONS_00010935 gene-LOC107054158_gGal-like-9 +TCONS_00010934 gene-LOC107054158_gGal-like-9 +TCONS_00010936 gene-GFRA3_tGut +TCONS_00010937 gene-CDC23_tGut +TCONS_00010939 gene-JAKMIP2_tGut +TCONS_00010938 gene-JAKMIP2_tGut +TCONS_00010940 gene-JAKMIP2_tGut +TCONS_00010941 gene-JAKMIP2_tGut +TCONS_00010942 gene-JAKMIP2_tGut +TCONS_00010943 gene-JAKMIP2_tGut +TCONS_00010944 gene-DPYSL3_tGut +TCONS_00010945 gene-DPYSL3_tGut +TCONS_00010946 gene-DPYSL3_tGut +TCONS_00010947 gene-PPP2R2B_tGut +TCONS_00010948 gene-PPP2R2B_tGut +TCONS_00010949 gene-PPP2R2B_tGut +TCONS_00010950 gene-PPP2R2B_tGut +TCONS_00010951 gene-LARS1_tGut +TCONS_00010952 gene-LARS1_tGut +TCONS_00010953 gene-LARS1_tGut +TCONS_00010954 gene-GRXCR2_tGut +TCONS_00010955 gene-YIPF5_tGut +TCONS_00010956 gene-NR3C1_tGut +TCONS_00010957 gene-FGF1_tGut +TCONS_00010958 gene-SPRY4_tGut +TCONS_00010959 gene-GNPDA1_tGut +TCONS_00010960 gene-ZCCHC10_tGut +TCONS_00010962 gene-AFF4_tGut +TCONS_00010961 gene-AFF4_tGut +TCONS_00010963 gene-AFF4_tGut +TCONS_00010964 gene-C1QTNF2_tGut +TCONS_00010965 gene-PWWP2A_tGut +TCONS_00010966 gene-IL12B_tGut +TCONS_00010967 gene-LOC121470705_tGut +TCONS_00010969 gene-FBXO38_tGut +TCONS_00010968 gene-FBXO38_tGut +TCONS_00010970 gene-FBXO38_tGut +TCONS_00010972 gene-FBXO38_tGut +TCONS_00010971 gene-FBXO38_tGut +TCONS_00010975 gene-CSNK1A1_tGut +TCONS_00010976 gene-CSNK1A1_tGut +TCONS_00010974 gene-CSNK1A1_tGut +TCONS_00010973 gene-CSNK1A1_tGut +TCONS_00010978 gene-IL17B_tGut +TCONS_00010977 gene-IL17B_tGut +TCONS_00010979 gene-SH3TC2_tGut +TCONS_00010980 gene-SH3TC2_tGut +TCONS_00010982 gene-SH3TC2_tGut +TCONS_00010981 gene-SH3TC2_tGut +TCONS_00010983 gene-SH3TC2_tGut +TCONS_00010984 gene-UBTD2_tGut +TCONS_00010985 gene-STK10_tGut +TCONS_00010986 gene-STK10_tGut +TCONS_00010987 gene-STK10_tGut +TCONS_00010989 gene-SH3PXD2B_tGut +TCONS_00010988 gene-SH3PXD2B_tGut +TCONS_00010990 gene-RPL26L1_tGut +TCONS_00010991 gene-ATP6V0E1_gGal +TCONS_00010992 gene-CREBRF_tGut +TCONS_00010993 gene-CREBRF_tGut +TCONS_00010994 gene-BNIP1_tGut +TCONS_00010996 gene-CPEB4_tGut +TCONS_00010995 gene-CPEB4_tGut +TCONS_00010997 gene-NSG2_tGut +TCONS_00010998 gene-MSX2_tGut +TCONS_00010999 gene-SFXN1_tGut +TCONS_00011000 gene-SFXN1_tGut +TCONS_00011002 gene-BRD8_tGut +TCONS_00011001 gene-BRD8_tGut +TCONS_00011003 gene-NHP2_tGut +TCONS_00011004 gene-RGS14_tGut +TCONS_00011006 gene-SLC34A1_tGut +TCONS_00011005 gene-SLC34A1_tGut +TCONS_00011007 gene-SLC34A1_tGut +TCONS_00011008 gene-SLC34A1_tGut +TCONS_00011009 gene-ADRA2BL2_gGal +TCONS_00011010 gene-ADRA2BL2_gGal +TCONS_00011011 gene-GRK6_tGut +TCONS_00011013 gene-GRK6_tGut +TCONS_00011012 gene-GRK6_tGut +TCONS_00011016 gene-GRK6_tGut +TCONS_00011015 gene-GRK6_tGut +TCONS_00011014 gene-GRK6_tGut +TCONS_00011017 gene-PRR7_tGut-like-2 +TCONS_00011020 gene-MXD3_gGal +TCONS_00011019 gene-MXD3_gGal +TCONS_00011018 gene-MXD3_gGal +TCONS_00011023 gene-MXD3_tGut +TCONS_00011022 gene-MXD3_tGut +TCONS_00011021 gene-MXD3_tGut +TCONS_00011024 gene-RAB24_tGut +TCONS_00011026 gene-UIMC1_tGut +TCONS_00011025 gene-UIMC1_tGut +TCONS_00011027 gene-UIMC1_tGut +TCONS_00011028 gene-UIMC1_tGut +TCONS_00011029 gene-UIMC1_tGut +TCONS_00011030 gene-UIMC1_tGut +TCONS_00011031 gene-UIMC1_tGut +TCONS_00011033 gene-UIMC1_tGut +TCONS_00011032 gene-UIMC1_tGut +TCONS_00011034 gene-UIMC1_tGut +TCONS_00011035 gene-UIMC1_tGut +TCONS_00011036 gene-HK3_tGut +TCONS_00011038 gene-HK3_tGut +TCONS_00011037 gene-HK3_tGut +TCONS_00011039 gene-SNCB_tGut +TCONS_00011040 gene-GPRIN1_tGut +TCONS_00011041 gene-RNF44_tGut +TCONS_00011042 gene-RNF44_tGut +TCONS_00011044 gene-CLTB_tGut +TCONS_00011043 gene-CLTB_tGut +TCONS_00011045 gene-NOP16_tGut +TCONS_00011046 gene-KIAA1191_tGut +TCONS_00011047 gene-KIAA1191_tGut +TCONS_00011048 gene-THOC3_tGut +TCONS_00011049 gene-LOC115497098_tGut +TCONS_00011050 gene-LOC115497098_tGut +TCONS_00011051 gene-SPINK5_gGal +TCONS_00011052 gene-SPINK7_gGal +TCONS_00011053 gene-LOC100222387_tGut +TCONS_00011054 gene-LOC105759411_tGut +TCONS_00011055 gene-RNF145_tGut +TCONS_00011056 gene-RNF145_tGut +TCONS_00011059 gene-EBF1_tGut +TCONS_00011058 gene-EBF1_tGut +TCONS_00011057 gene-EBF1_tGut +TCONS_00011061 gene-EBF1_tGut +TCONS_00011060 gene-EBF1_tGut +TCONS_00011062 gene-EBF1_tGut +TCONS_00011063 gene-CLINT1_tGut +TCONS_00011064 gene-CLINT1_tGut +TCONS_00011065 gene-CLINT1_tGut +TCONS_00011066 gene-THG1L_tGut +TCONS_00011067 gene-ADAM19_tGut +TCONS_00011068 gene-FNDC9_tGut +TCONS_00011069 gene-MED7_tGut +TCONS_00011072 gene-HAVCR1_gGal +TCONS_00011071 gene-HAVCR1_gGal +TCONS_00011070 gene-HAVCR1_gGal +TCONS_00011075 gene-HAVCR1_gGal +TCONS_00011076 gene-HAVCR1_gGal +TCONS_00011074 gene-HAVCR1_gGal +TCONS_00011073 gene-HAVCR1_gGal +TCONS_00011078 gene-TIMD4_gGal +TCONS_00011077 gene-TIMD4_gGal +TCONS_00011079 gene-GEMIN5_tGut +TCONS_00011080 gene-FAXDC2_tGut +TCONS_00011081 gene-HAND1_tGut +TCONS_00011083 gene-LOC100225213_tGut +TCONS_00011082 gene-LOC100225213_tGut +TCONS_00011084 gene-NMUR2_tGut +TCONS_00011086 gene-GLRA1_tGut +TCONS_00011085 gene-GLRA1_tGut +TCONS_00011087 gene-GLRA1_tGut +TCONS_00011088 gene-ATOX1_tGut +TCONS_00011089 gene-SPARC_tGut +TCONS_00011090 gene-FAT2_tGut +TCONS_00011092 gene-CCDC69_tGut +TCONS_00011091 gene-CCDC69_tGut +TCONS_00011094 gene-ANXA6_tGut +TCONS_00011093 gene-ANXA6_tGut +TCONS_00011096 gene-TNIP1_tGut +TCONS_00011095 gene-TNIP1_tGut +TCONS_00011098 gene-DCTN4_tGut +TCONS_00011097 gene-DCTN4_tGut +TCONS_00011099 gene-RBM22_tGut +TCONS_00011100 gene-RPS14_tGut +TCONS_00011101 gene-CD74_tGut +TCONS_00011102 gene-ARSI_tGut +TCONS_00011104 gene-CAMK2A_tGut +TCONS_00011103 gene-CAMK2A_tGut +TCONS_00011106 gene-CAMK2A_tGut +TCONS_00011105 gene-CAMK2A_tGut +TCONS_00011107 gene-PDGFRB_tGut +TCONS_00011108 gene-CSF1R_tGut +TCONS_00011109 gene-TRIM105_gGal +TCONS_00011111 gene-FLT4_tGut +TCONS_00011110 gene-FLT4_tGut +TCONS_00011112 gene-RNF130_tGut +TCONS_00011114 gene-RNF130_tGut +TCONS_00011113 gene-RNF130_tGut +TCONS_00011115 gene-RNF130_tGut +TCONS_00011117 gene-TBC1D9B_tGut +TCONS_00011116 gene-TBC1D9B_tGut +TCONS_00011119 gene-MRNIP_tGut +TCONS_00011118 gene-MRNIP_tGut +TCONS_00011120 gene-MGAT4B_tGut +TCONS_00011122 gene-MGAT4B_tGut +TCONS_00011121 gene-MGAT4B_tGut +TCONS_00011123 gene-MGAT4B_tGut +TCONS_00011124 gene-LTC4SL_gGal +TCONS_00011127 gene-HNRNPH1_tGut +TCONS_00011129 gene-HNRNPH1_tGut +TCONS_00011131 gene-HNRNPH1_tGut +TCONS_00011132 gene-HNRNPH1_tGut +TCONS_00011130 gene-HNRNPH1_tGut +TCONS_00011128 gene-HNRNPH1_tGut +TCONS_00011126 gene-HNRNPH1_tGut +TCONS_00011125 gene-HNRNPH1_tGut +TCONS_00011133 gene-HNRNPH1_tGut +TCONS_00011136 gene-HNRNPH1_tGut +TCONS_00011137 gene-HNRNPH1_tGut +TCONS_00011135 gene-HNRNPH1_tGut +TCONS_00011134 gene-HNRNPH1_tGut +TCONS_00011141 gene-HNRNPH1_tGut +TCONS_00011140 gene-HNRNPH1_tGut +TCONS_00011139 gene-HNRNPH1_tGut +TCONS_00011138 gene-HNRNPH1_tGut +TCONS_00011142 gene-GFPT2_tGut +TCONS_00011143 gene-GFPT2_tGut +TCONS_00011145 gene-MAPK9_tGut +TCONS_00011144 gene-MAPK9_tGut +TCONS_00011149 gene-MAPK9_tGut +TCONS_00011148 gene-MAPK9_tGut +TCONS_00011147 gene-MAPK9_tGut +TCONS_00011146 gene-MAPK9_tGut +TCONS_00011150 gene-RASGEF1C_tGut +TCONS_00011151 gene-RASGEF1C_tGut +TCONS_00011152 gene-CLK4_tGut +TCONS_00011155 gene-COL23A1_tGut +TCONS_00011157 gene-COL23A1_tGut +TCONS_00011159 gene-COL23A1_tGut +TCONS_00011161 gene-COL23A1_tGut +TCONS_00011163 gene-COL23A1_tGut +TCONS_00011165 gene-COL23A1_tGut +TCONS_00011164 gene-COL23A1_tGut +TCONS_00011162 gene-COL23A1_tGut +TCONS_00011160 gene-COL23A1_tGut +TCONS_00011158 gene-COL23A1_tGut +TCONS_00011156 gene-COL23A1_tGut +TCONS_00011154 gene-COL23A1_tGut +TCONS_00011153 gene-COL23A1_tGut +TCONS_00011169 gene-COL23A1_tGut +TCONS_00011170 gene-COL23A1_tGut +TCONS_00011168 gene-COL23A1_tGut +TCONS_00011167 gene-COL23A1_tGut +TCONS_00011166 gene-COL23A1_tGut +TCONS_00011171 gene-PHYKPL_tGut +TCONS_00011172 gene-PHYKPL_tGut +TCONS_00011173 gene-FAM13B_tGut +TCONS_00011174 gene-RBMXL3_gGal +TCONS_00011176 gene-KLHL3_gGal +TCONS_00011175 gene-KLHL3_gGal +TCONS_00011178 gene-KLHL3_gGal +TCONS_00011177 gene-KLHL3_gGal +TCONS_00011179 gene-KLHL3_gGal +TCONS_00011180 gene-KLHL3_gGal +TCONS_00011181 gene-KLHL3_gGal +TCONS_00011183 gene-TRPC7_gGal +TCONS_00011182 gene-TRPC7_gGal +TCONS_00011184 gene-LECT2_tGut +TCONS_00011185 gene-CXCL14_tGut +TCONS_00011186 gene-NEUROG1_tGut +TCONS_00011188 gene-H2AFY_gGal +TCONS_00011187 gene-H2AFY_gGal +TCONS_00011189 gene-PITX1_tGut +TCONS_00011190 gene-SAR1B_tGut +TCONS_00011191 gene-PPP2CA_tGut +TCONS_00011192 gene-SKP1_tGut +TCONS_00011193 gene-LOC124417180_gGal-2 +TCONS_00011194 gene-VDAC1_tGut +TCONS_00011195 gene-C13H5orf15_tGut +TCONS_00011197 gene-FSTL4_tGut +TCONS_00011196 gene-FSTL4_tGut +TCONS_00011198 gene-FSTL4_tGut +TCONS_00011200 gene-FSTL4_tGut +TCONS_00011199 gene-FSTL4_tGut +TCONS_00011202 gene-FSTL4_tGut +TCONS_00011201 gene-FSTL4_tGut +TCONS_00011203 gene-CSF2_gGal +TCONS_00011204 gene-IL3_gGal +TCONS_00011205 gene-KK34_gGal +TCONS_00011206 gene-PDLIM4_tGut +TCONS_00011207 gene-PDLIM4_tGut +TCONS_00011208 gene-SLC22A4_tGut +TCONS_00011209 gene-SLC22A5_gGal +TCONS_00011210 gene-RAD50_tGut +TCONS_00011211 gene-RAD50_tGut +TCONS_00011213 gene-IL13_gGal +TCONS_00011212 gene-IL13_gGal +TCONS_00011214 gene-IL4_gGal +TCONS_00011215 gene-SOWAHA_tGut +TCONS_00011216 gene-PTTG1_tGut +TCONS_00011217 gene-GABRA6_tGut +TCONS_00011218 gene-GABRA1_tGut +TCONS_00011219 gene-GABRA1_tGut +TCONS_00011220 gene-GABRG2_tGut +TCONS_00011222 gene-GABRG2_tGut +TCONS_00011221 gene-GABRG2_tGut +TCONS_00011223 gene-CCNG1_tGut +TCONS_00011225 gene-HMMR_tGut +TCONS_00011224 gene-HMMR_tGut +TCONS_00011226 gene-MAT2B_tGut +TCONS_00011228 gene-TENM2_gGal +TCONS_00011227 gene-TENM2_gGal +TCONS_00011229 gene-WWC1_tGut +TCONS_00011230 gene-WWC1_tGut +TCONS_00011231 gene-WWC1_tGut +TCONS_00011232 gene-WWC1_tGut +TCONS_00011233 gene-RARS1_tGut +TCONS_00011234 gene-SPDL1_tGut +TCONS_00011235 gene-SPDL1_tGut +TCONS_00011236 gene-DOCK2_tGut +TCONS_00011237 gene-FOXI1_tGut +TCONS_00011238 gene-DND1_tGut +TCONS_00011239 gene-NDUFA2_tGut +TCONS_00011240 gene-CD14_tGut +TCONS_00011242 gene-LOC107054473_gGal +TCONS_00011241 gene-LOC107054473_gGal +TCONS_00011243 gene-UBE2D2_tGut +TCONS_00011244 gene-UBE2D2_tGut +TCONS_00011245 gene-UBE2D2_tGut +TCONS_00011246 gene-CXXC5_tGut +TCONS_00011249 gene-PSD2_tGut +TCONS_00011248 gene-PSD2_tGut +TCONS_00011247 gene-PSD2_tGut +TCONS_00011250 gene-CYSTM1_tGut +TCONS_00011251 gene-SLC4A9_tGut +TCONS_00011252 gene-SLC4A9_tGut +TCONS_00011253 gene-SLC4A9_tGut +TCONS_00011255 gene-ANKHD1_gGal +TCONS_00011254 gene-ANKHD1_gGal +TCONS_00011256 gene-EIF4EBP3_gGal +TCONS_00011257 gene-ZMAT2_tGut +TCONS_00011258 gene-LOC100229630_tGut +TCONS_00011259 gene-PCDHA5_gGal-like-1 +TCONS_00011260 gene-LOC115497068_tGut-like-1 +TCONS_00011261 gene-PCDHA2_gGal-like-2 +TCONS_00011262 gene-PCDHA4_gGal-like-2 +TCONS_00011263 gene-PCDHA6_gGal-like-1 +TCONS_00011264 gene-PCDHA5_gGal-like-2 +TCONS_00011265 gene-PCDHA4_gGal-like-1 +TCONS_00011267 gene-LOC121106708_gGal-like-1 +TCONS_00011266 gene-PCDHA6_gGal-like-2 +TCONS_00011268 gene-PCDHA7_gGal-like-1 +TCONS_00011269 gene-PCDHAC1_gGal-like-1 +TCONS_00011270 gene-PCDHAC2_gGal-like-1 +TCONS_00011271 gene-LOC100229528_tGut +TCONS_00011272 gene-LOC100229528_tGut +TCONS_00011273 gene-LOC105759510_tGut +TCONS_00011274 gene-LOC105759510_tGut +TCONS_00011275 gene-LOC100225784_tGut +TCONS_00011276 gene-LOC115497045_tGut +TCONS_00011277 gene-LOC115497045_tGut +TCONS_00011278 gene-LOC107054481_gGal-like-2 +TCONS_00011279 gene-LOC100857645_gGal +TCONS_00011280 gene-LOC100229609_tGut-like-1 +TCONS_00011281 gene-LOC121470686_tGut-like-4 +TCONS_00011282 gene-LOC121470685_tGut-like-2 +TCONS_00011283 gene-PCDHB3_gGal-like-1 +TCONS_00011284 gene-LOC121470685_tGut-like-1 +TCONS_00011285 gene-LOC115497042_tGut-like-1 +TCONS_00011286 gene-LOC121470685_tGut-like-1 +TCONS_00011287 gene-LOC115497042_tGut-like-2 +TCONS_00011288 gene-PCDHGA2_gGal-like-8 +TCONS_00011289 gene-LOC121470686_tGut-like-2 +TCONS_00011290 gene-LOC115497042_tGut-like-2 +TCONS_00011292 gene-LOC116808947_tGut-like-5 +TCONS_00011291 gene-LOC116808947_tGut-like-5 +TCONS_00011293 gene-LOC116808947_tGut-like-5 +TCONS_00011294 gene-LOC116808947_tGut-like-5 +TCONS_00011296 gene-LOC116808947_tGut-like-2 +TCONS_00011297 gene-LOC116808947_tGut-like-6 +TCONS_00011299 gene-LOC116808947_tGut-like-6 +TCONS_00011300 gene-PCDHGA2_gGal-like-4 +TCONS_00011295 gene-LOC116808947_tGut-like-5 +TCONS_00011298 gene-LOC121470686_tGut-like-5 +TCONS_00011302 gene-LOC121470686_tGut-like-3 +TCONS_00011301 gene-PCDHGA2_gGal-like-7 +TCONS_00011303 gene-LOC116808947_tGut-like-4 +TCONS_00011304 gene-LOC116808947_tGut-like-4 +TCONS_00011305 gene-LOC116808947_tGut-like-4 +TCONS_00011307 gene-LOC115497095_tGut-like-3 +TCONS_00011306 gene-PCDHGA2_gGal-like-1 +TCONS_00011308 gene-PCDHGA2_gGal-like-1 +TCONS_00011312 gene-LOC115497095_tGut-like-2 +TCONS_00011311 gene-PCDHGA2_gGal-like-1 +TCONS_00011309 gene-LOC121470700_tGut-like-3 +TCONS_00011310 gene-LOC121470700_tGut-like-3 +TCONS_00011314 gene-LOC121470700_tGut-like-7 +TCONS_00011313 gene-LOC121470700_tGut-like-7 +TCONS_00011315 gene-LOC121470686_tGut-like-1 +TCONS_00011316 gene-LOC121470700_tGut-like-7 +TCONS_00011317 gene-PCDHGA2_gGal-like-5 +TCONS_00011318 gene-LOC115497095_tGut-like-4 +TCONS_00011319 gene-LOC107056939_gGal-like-1 +TCONS_00011320 gene-LOC115497095_tGut-like-1 +TCONS_00011321 gene-LOC121470700_tGut-like-8 +TCONS_00011322 gene-LOC121470700_tGut-like-8 +TCONS_00011323 gene-PCDHGA2_gGal-like-6 +TCONS_00011324 gene-LOC121470700_tGut-like-8 +TCONS_00011325 gene-PCDHGC5_gGal-like-1 +TCONS_00011326 gene-PCDHGA2_gGal-like-2 +TCONS_00011327 gene-LOC121106719_gGal-like-1 +TCONS_00011328 gene-PCDHGA2_gGal-like-2 +TCONS_00011330 gene-LOC430496_gGal-like-7 +TCONS_00011331 gene-PCDHGA2_gGal-like-2 +TCONS_00011333 gene-PCDHGC3_gGal-like-2 +TCONS_00011334 gene-PCDHGC5_gGal-like-2 +TCONS_00011329 gene-LOC107056935_gGal-like-7 +TCONS_00011332 gene-PCDHGA2_gGal-like-3 +TCONS_00011335 gene-RELL2_tGut +TCONS_00011336 gene-LOC115497097_tGut +TCONS_00011337 gene-PCDH1_tGut +TCONS_00011338 gene-PCDH1_tGut +TCONS_00011339 gene-DELE1_tGut +TCONS_00011340 gene-DELE1_tGut +TCONS_00011341 gene-ECSCR_tGut +TCONS_00011342 gene-DNAJC18_tGut +TCONS_00011343 gene-PROB1_tGut +TCONS_00011344 gene-MZB1_tGut +TCONS_00011345 gene-SLC23A1_tGut +TCONS_00011346 gene-SLC23A1_tGut +TCONS_00011347 gene-SIL1_tGut +TCONS_00011348 gene-SIL1_tGut +TCONS_00011349 gene-SIL1_tGut +TCONS_00011350 gene-SIL1_tGut +TCONS_00011351 gene-LRRTM2_tGut +TCONS_00011352 gene-HSPA9_tGut-1 +TCONS_00011353 gene-ETF1_tGut +TCONS_00011355 gene-FBXW11_tGut +TCONS_00011354 gene-FBXW11_tGut +TCONS_00011356 gene-FBXW11_tGut +TCONS_00011357 gene-FBXW11_tGut +TCONS_00011358 gene-KCNMB1_tGut +TCONS_00011359 gene-EGR1_tGut +TCONS_00011361 gene-REEP2_tGut +TCONS_00011360 gene-REEP2_tGut +TCONS_00011362 gene-KDM3B_tGut +TCONS_00011363 gene-CTBPL_gGal +TCONS_00011364 gene-CTBPL_gGal +TCONS_00011365 gene-CTBPL_gGal +TCONS_00011366 gene-STK32A_tGut +TCONS_00011367 gene-STK32A_tGut +TCONS_00011370 gene-TCERG1_tGut +TCONS_00011372 gene-TCERG1_tGut +TCONS_00011374 gene-TCERG1_tGut +TCONS_00011373 gene-TCERG1_tGut +TCONS_00011371 gene-TCERG1_tGut +TCONS_00011369 gene-TCERG1_tGut +TCONS_00011368 gene-TCERG1_tGut +TCONS_00011375 gene-POU4F3_tGut +TCONS_00011378 gene-RBM27_tGut +TCONS_00011377 gene-RBM27_tGut +TCONS_00011376 gene-RBM27_tGut +TCONS_00011379 gene-SH3RF2_tGut +TCONS_00011380 gene-KCTD16_tGut +TCONS_00011381 gene-ARHGAP26_tGut +TCONS_00011383 gene-ARHGAP26_tGut +TCONS_00011382 gene-ARHGAP26_tGut +TCONS_00011384 gene-ARHGAP26_tGut +TCONS_00011385 gene-NDFIP1_tGut +TCONS_00011386 gene-RNF14_tGut +TCONS_00011387 gene-HSPA4_tGut +TCONS_00011388 gene-LEAP2_tGut +TCONS_00011389 gene-UQCRQ_gGal +TCONS_00011390 gene-GDF9_tGut +TCONS_00011391 gene-FABP6_tGut +TCONS_00011392 gene-TTC1_tGut +TCONS_00011393 gene-ADRA1B_tGut +TCONS_00011394 gene-HTR4_tGut +TCONS_00011395 gene-HTR4_tGut +TCONS_00011396 gene-LOC100228109_tGut +TCONS_00011397 gene-SLC26A2_tGut +TCONS_00011398 gene-LOC416147_gGal +TCONS_00011399 gene-LOC101234089_tGut +TCONS_00011401 gene-PPARGC1B_tGut +TCONS_00011400 gene-PPARGC1B_tGut +TCONS_00011402 gene-PPARGC1B_tGut +TCONS_00011403 gene-ARHGEF37_tGut +TCONS_00011404 gene-ARHGEF37_tGut +TCONS_00011405 gene-ARHGEF37_tGut +TCONS_00011406 gene-PCYOX1L_tGut +TCONS_00011407 gene-GRPEL2_tGut +TCONS_00011408 gene-AFAP1L1_tGut +TCONS_00011410 gene-AFAP1L1_tGut +TCONS_00011409 gene-AFAP1L1_tGut +TCONS_00011411 gene-ABLIM3_tGut +TCONS_00011413 gene-ABLIM3_tGut +TCONS_00011412 gene-ABLIM3_tGut +TCONS_00011414 gene-ADRB2_tGut +TCONS_00011415 gene-ADRB2_tGut +TCONS_00011416 gene-NEURL1B_tGut +TCONS_00011417 gene-NEURL1B_tGut +TCONS_00011418 gene-NEURL1B_tGut +TCONS_00011419 gene-DUSP1_tGut +TCONS_00011420 gene-NKX2-5_tGut +TCONS_00011421 gene-STC2_tGut +TCONS_00011422 gene-BOD1_tGut +TCONS_00011423 gene-DRD1_tGut +TCONS_00011424 gene-DRD1_tGut +TCONS_00011425 gene-KIF20A_tGut +TCONS_00011426 gene-N4BP3_tGut +TCONS_00011427 gene-N4BP3_tGut +TCONS_00011428 gene-B4GALT7_tGut +TCONS_00011430 gene-LMAN2_tGut +TCONS_00011429 gene-LMAN2_tGut +TCONS_00011432 gene-ARL2_gGal +TCONS_00011431 gene-ARL2_gGal +TCONS_00011434 gene-ARL2_gGal +TCONS_00011433 gene-ARL2_gGal +TCONS_00011436 gene-DBN1_tGut +TCONS_00011435 gene-DBN1_tGut +TCONS_00011439 gene-DBN1_tGut +TCONS_00011438 gene-DBN1_tGut +TCONS_00011437 gene-DBN1_tGut +TCONS_00011440 gene-DBN1_tGut +TCONS_00011441 gene-DBN1_tGut +TCONS_00011442 gene-PDLIM7_tGut +TCONS_00011444 gene-PDLIM7_tGut +TCONS_00011443 gene-PDLIM7_tGut +TCONS_00011450 gene-PDLIM7_tGut +TCONS_00011452 gene-PDLIM7_tGut +TCONS_00011454 gene-PDLIM7_tGut +TCONS_00011456 gene-PDLIM7_tGut +TCONS_00011455 gene-PDLIM7_tGut +TCONS_00011453 gene-PDLIM7_tGut +TCONS_00011451 gene-PDLIM7_tGut +TCONS_00011449 gene-PDLIM7_tGut +TCONS_00011447 gene-PDLIM7_tGut +TCONS_00011448 gene-PDLIM7_tGut +TCONS_00011446 gene-PDLIM7_tGut +TCONS_00011445 gene-PDLIM7_tGut +TCONS_00011457 gene-PDLIM7_tGut +TCONS_00011458 gene-PDLIM7_tGut +TCONS_00011459 gene-PDLIM7_tGut +TCONS_00011460 gene-PDLIM7_tGut +TCONS_00011461 gene-PDLIM7_tGut +TCONS_00011462 gene-PDLIM7_tGut +TCONS_00011463 gene-PDLIM7_tGut +TCONS_00011464 gene-PDLIM7_tGut +TCONS_00011465 gene-PDLIM7_tGut +TCONS_00011466 gene-PDLIM7_tGut +TCONS_00011467 gene-PDLIM7_tGut +TCONS_00011469 gene-DOK3_tGut +TCONS_00011468 gene-DOK3_tGut +TCONS_00011470 gene-DDX41_tGut +TCONS_00011471 gene-FAM193B_tGut +TCONS_00011473 gene-FAM193B_tGut +TCONS_00011472 gene-FAM193B_tGut +TCONS_00011474 gene-PRELID1_tGut +TCONS_00011475 gene-NSD1_tGut +TCONS_00011476 gene-NSD1_tGut +TCONS_00011478 gene-FGFR4_tGut +TCONS_00011477 gene-FGFR4_tGut +TCONS_00011479 gene-ZNF346_tGut +TCONS_00011480 gene-UNC5A_tGut +TCONS_00011481 gene-EIF4E1B_tGut +TCONS_00011482 gene-EIF4E1B_tGut +TCONS_00011483 gene-CDHR2_tGut +TCONS_00011484 gene-FAF2_tGut +TCONS_00011485 gene-HIGD2A_tGut +TCONS_00011486 gene-SIMC1_tGut +TCONS_00011487 gene-SIMC1_tGut +TCONS_00011488 gene-CPLX2_tGut +TCONS_00011489 gene-LOC115497139_tGut +TCONS_00011490 gene-UBLCP1_tGut +TCONS_00011491 gene-LSM11_tGut +TCONS_00011492 gene-THG1L_tGut +TCONS_00011493 gene-NIPAL4_tGut +TCONS_00011494 gene-NIPAL4_tGut +TCONS_00011495 gene-CYFIP2_tGut +TCONS_00011496 gene-ITK_tGut +TCONS_00011497 gene-SGCD_tGut +TCONS_00011498 gene-SGCD_tGut +TCONS_00011500 gene-SGCD_tGut +TCONS_00011499 gene-SGCD_tGut +TCONS_00011501 gene-SGCD_tGut +TCONS_00011502 gene-MRPL22_tGut +TCONS_00011503 gene-CNOT8_tGut +TCONS_00011504 gene-LARP1_tGut +TCONS_00011505 gene-LARP1_tGut +TCONS_00011506 gene-SAP30L_tGut +TCONS_00011507 gene-GALNT10_tGut +TCONS_00011508 gene-MFAP3_tGut +TCONS_00011510 gene-GRIA1_tGut +TCONS_00011509 gene-GRIA1_tGut +TCONS_00011512 gene-G3BP1_tGut +TCONS_00011511 gene-G3BP1_tGut +TCONS_00011513 gene-SLC36A1_gGal +TCONS_00011514 gene-SLC36A1_gGal +TCONS_00011515 gene-GM2A_tGut-1 +TCONS_00011516 gene-LACAAT2L_gGal +TCONS_00011517 gene-SMIM3_gGal +TCONS_00011518 gene-MYOZ3_tGut +TCONS_00011519 gene-SYNPO_tGut +TCONS_00011520 gene-SYNPO_tGut +TCONS_00011521 gene-NDST1_tGut +TCONS_00011523 gene-TCOF1_tGut +TCONS_00011522 gene-TCOF1_tGut +TCONS_00011524 gene-SLC6A7_tGut +TCONS_00011526 gene-SLC6A7_tGut +TCONS_00011525 gene-SLC6A7_tGut +TCONS_00011527 gene-CDX1_tGut +TCONS_00011528 gene-HMGXB3_tGut +TCONS_00011529 gene-NPY7R_gGal +TCONS_00011532 gene-SQSTM1_tGut +TCONS_00011533 gene-SQSTM1_tGut +TCONS_00011531 gene-SQSTM1_tGut +TCONS_00011530 gene-SQSTM1_tGut +TCONS_00011535 gene-LTC4S_gGal +TCONS_00011534 gene-LTC4S_gGal +TCONS_00011536 gene-LTC4S_gGal +TCONS_00011537 gene-MAML1_tGut +TCONS_00011538 gene-CANX_tGut +TCONS_00011539 gene-DCK2_gGal +TCONS_00011540 gene-DCK2_gGal +TCONS_00011541 gene-RUFY1_tGut +TCONS_00011542 gene-RUFY1_tGut +TCONS_00011543 gene-RUFY1_tGut +TCONS_00011545 gene-CNOT6_tGut +TCONS_00011544 gene-CNOT6_tGut +TCONS_00011547 gene-HNRNPAB_tGut +TCONS_00011546 gene-HNRNPAB_tGut +TCONS_00011548 gene-WNT8A_tGut +TCONS_00011549 gene-TMSB4Y_gGal +TCONS_00011550 gene-MYOT_tGut +TCONS_00011551 gene-NPY6R_gGal +TCONS_00011552 gene-SPOCK1_tGut +TCONS_00011554 gene-SPOCK1_tGut +TCONS_00011553 gene-SPOCK1_tGut +TCONS_00011555 gene-SMAD5_tGut +TCONS_00011556 gene-TGFBI_tGut +TCONS_00011557 gene-FBXL21P_tGut +TCONS_00011558 gene-IL9_gGal +TCONS_00011559 gene-SLC25A48_tGut +TCONS_00011560 gene-SLC25A48_tGut +TCONS_00011561 gene-SLC25A48_tGut +TCONS_00011562 gene-SLC25A48_tGut +TCONS_00011564 gene-LOC115497130_tGut +TCONS_00011563 gene-LOC115497130_tGut +TCONS_00011565 gene-PCBD2_tGut +TCONS_00011566 gene-TXNDC15_tGut +TCONS_00011567 gene-C13H5orf24_tGut +TCONS_00011568 gene-C13H5orf24_tGut +TCONS_00011569 gene-DDX46_tGut +TCONS_00011570 gene-CAMLG_tGut +TCONS_00011571 gene-CAMLG_tGut +TCONS_00011572 gene-SEC24A_tGut +TCONS_00011573 gene-JADE2_tGut +TCONS_00011575 gene-JADE2_tGut +TCONS_00011574 gene-JADE2_tGut +TCONS_00011576 gene-UBE2B_tGut +TCONS_00011579 gene-TCF7_tGut +TCONS_00011580 gene-TCF7_tGut +TCONS_00011578 gene-TCF7_tGut +TCONS_00011577 gene-TCF7_tGut +TCONS_00011581 gene-TCF7_tGut +TCONS_00011582 gene-TCF7_tGut +TCONS_00011583 gene-RAPGEF6_tGut +TCONS_00011584 gene-RAPGEF6_tGut +TCONS_00011589 gene-RAPGEF6_tGut +TCONS_00011591 gene-RAPGEF6_tGut +TCONS_00011593 gene-RAPGEF6_tGut +TCONS_00011595 gene-RAPGEF6_tGut +TCONS_00011596 gene-RAPGEF6_tGut +TCONS_00011594 gene-RAPGEF6_tGut +TCONS_00011592 gene-RAPGEF6_tGut +TCONS_00011590 gene-RAPGEF6_tGut +TCONS_00011588 gene-RAPGEF6_tGut +TCONS_00011587 gene-RAPGEF6_tGut +TCONS_00011586 gene-RAPGEF6_tGut +TCONS_00011585 gene-RAPGEF6_tGut +TCONS_00011598 gene-FNIP1_tGut +TCONS_00011597 gene-FNIP1_tGut +TCONS_00011599 gene-FNIP1_tGut +TCONS_00011601 gene-FNIP1_tGut +TCONS_00011600 gene-FNIP1_tGut +TCONS_00011602 gene-MEIKIN_tGut +TCONS_00011603 gene-MEIKIN_tGut +TCONS_00011604 gene-ACSL6_tGut +TCONS_00011606 gene-ACSL6_tGut +TCONS_00011605 gene-ACSL6_tGut +TCONS_00011609 gene-P4HA2_tGut +TCONS_00011608 gene-P4HA2_tGut +TCONS_00011607 gene-P4HA2_tGut +TCONS_00011610 gene-P4HA2_tGut +TCONS_00011611 gene-IRF1_tGut +TCONS_00011612 gene-IL5_gGal +TCONS_00011613 gene-IL5_gGal +TCONS_00011616 gene-KIF3A_tGut +TCONS_00011615 gene-KIF3A_tGut +TCONS_00011614 gene-KIF3A_tGut +TCONS_00011618 gene-SEPTIN8_tGut +TCONS_00011617 gene-SEPTIN8_tGut +TCONS_00011620 gene-SEPTIN8_tGut +TCONS_00011619 gene-SEPTIN8_tGut +TCONS_00011621 gene-SHROOM1_gGal +TCONS_00011623 gene-SLU7_tGut +TCONS_00011622 gene-SLU7_tGut +TCONS_00011624 gene-ATP10B_tGut +TCONS_00011625 gene-ATP10B_tGut +TCONS_00011626 gene-GABRB2_tGut +TCONS_00011629 gene-GABRB2_tGut +TCONS_00011628 gene-GABRB2_tGut +TCONS_00011627 gene-GABRB2_tGut +TCONS_00011630 gene-NUDCD2_tGut +TCONS_00011631 gene-LOC100229617_tGut +TCONS_00011632 gene-PANK3_tGut +TCONS_00011633 gene-INSYN2B_tGut +TCONS_00011634 gene-INSYN2B_tGut +TCONS_00011635 gene-LCP2_tGut +TCONS_00011636 gene-WDR55_tGut +TCONS_00011637 gene-IK_tGut +TCONS_00011638 gene-TMCO6_tGut +TCONS_00011639 gene-SLC35A4_tGut +TCONS_00011640 gene-SLC35A4_gGal +TCONS_00011641 gene-STING1_tGut-like-1 +TCONS_00011642 gene-NRG2_tGut +TCONS_00011646 gene-NRG2_tGut +TCONS_00011645 gene-NRG2_tGut +TCONS_00011644 gene-NRG2_tGut +TCONS_00011643 gene-NRG2_tGut +TCONS_00011647 gene-PFDN1_tGut +TCONS_00011648 gene-PFDN1_tGut +TCONS_00011649 gene-HBEGF_tGut +TCONS_00011650 gene-SRA1_tGut +TCONS_00011653 gene-APBB3_tGut +TCONS_00011655 gene-APBB3_tGut +TCONS_00011654 gene-APBB3_tGut +TCONS_00011652 gene-APBB3_tGut +TCONS_00011651 gene-APBB3_tGut +TCONS_00011658 gene-HARS1_tGut +TCONS_00011657 gene-HARS1_tGut +TCONS_00011656 gene-HARS1_tGut +TCONS_00011659 gene-HARS2_gGal +TCONS_00011660 gene-HDAC3_tGut +TCONS_00011662 gene-FCHSD1_tGut +TCONS_00011661 gene-FCHSD1_tGut +TCONS_00011664 gene-ARAP3_tGut +TCONS_00011663 gene-ARAP3_tGut +TCONS_00011665 gene-STARD10_gGal +TCONS_00011666 gene-PCDH12_tGut +TCONS_00011667 gene-PCDH12_tGut +TCONS_00011668 gene-SMIM33_tGut +TCONS_00011669 gene-PAIP2_tGut +TCONS_00011670 gene-PAIP2_tGut +TCONS_00011671 gene-MATR3_tGut +TCONS_00011672 gene-MATR3_tGut +TCONS_00011673 gene-MATR3_tGut +TCONS_00011674 gene-CTNNA1_tGut +TCONS_00011675 gene-FGF18_tGut +TCONS_00011676 gene-FGF18_tGut +TCONS_00011678 gene-FGF18_tGut +TCONS_00011677 gene-FGF18_tGut +TCONS_00011679 gene-NPM1_tGut-1 +TCONS_00011680 gene-TLX3_tGut-like-2 +TCONS_00011681 gene-NKX2-4_tGut-like-3 +TCONS_00011682 gene-NKX2-4_tGut-like-3 +TCONS_00011683 gene-TLX3_tGut-like-2 +TCONS_00011684 gene-LOC100190237_tGut +TCONS_00011685 gene-GABRP_gGal +TCONS_00011686 gene-KCNIP1_tGut +TCONS_00011687 gene-KCNIP1_tGut +TCONS_00011689 gene-KCNIP1_tGut +TCONS_00011688 gene-KCNIP1_tGut +TCONS_00011690 gene-KCNIP1_tGut +TCONS_00011691 gene-TSR2_tGut-like-1 +TCONS_00011692 gene-NXPH4_tGut-like-2 +TCONS_00011693 gene-THEM4_gGal +TCONS_00011694 gene-TRNP1_gGal-like-16 +TCONS_00011695 gene-LOC115492776_tGut-like-4 +TCONS_00011696 gene-LOC115492776_tGut-like-4 +TCONS_00011697 gene-LOC121108132_gGal-like-21 +TCONS_00011698 gene-SMC1A_tGut +TCONS_00011699 gene-SMC1A_tGut +TCONS_00011700 gene-LOC121108481_gGal-1 +TCONS_00011701 gene-IER3_gGal-1 +TCONS_00011702 gene-PRPH_gGal-1 +TCONS_00011703 gene-CDIPT_gGal-1 +TCONS_00011704 gene-CTDNEP1_tGut-like-6 +TCONS_00011705 gene-PHF23_tGut-like-4 +TCONS_00011706 gene-CTDNEP1_tGut-like-6 +TCONS_00011707 gene-ELOF1_tGut-1 +TCONS_00011708 gene-DHDH_gGal-like-3 +TCONS_00011709 gene-LOC121108903_gGal-like-17 +TCONS_00011710 gene-ACP5_gGal-2 +TCONS_00011711 gene-LOC107051813_gGal-like-13 +TCONS_00011712 gene-LOC101751319_gGal-8 +TCONS_00011713 gene-TMEM109_gGal-2 +TCONS_00011714 gene-LOC124417578_gGal-like-8 +TCONS_00011715 gene-TFCP2_gGal-2 +TCONS_00011716 gene-MRPL49_gGal-like-1 +TCONS_00011717 gene-TFPT_tGut-like-3 +TCONS_00011718 gene-EMC4_tGut-like-5 +TCONS_00011719 gene-LOC115494112_tGut-like-1 +TCONS_00011720 gene-LOC101751319_gGal-3 +TCONS_00011721 gene-PPY_gGal-1 +TCONS_00011722 gene-TRAPPC5_gGal-4 +TCONS_00011723 gene-LOC105760330_tGut-like-1 +TCONS_00011724 gene-LOC105760330_tGut-like-1 +TCONS_00011725 gene-CTXND2_tGut-1 +TCONS_00011726 gene-ATP1A3_tGut-like-3 +TCONS_00011727 gene-NUBP1_tGut-2 +TCONS_00011728 gene-LRRC61_tGut-like-1 +TCONS_00011729 gene-LOC121108150_gGal-like-3 +TCONS_00011731 gene-LOC121108150_gGal-like-3 +TCONS_00011730 gene-LOC121108150_gGal-like-3 +TCONS_00011732 gene-CLPTM1_tGut-5 +TCONS_00011733 gene-NPFF_gGal-3 +TCONS_00011734 gene-LOC124417573_gGal +TCONS_00011735 gene-LOC121108856_gGal-like-15 +TCONS_00011736 gene-LOC121108856_gGal-like-15 +TCONS_00011737 gene-GMCL1_gGal-3 +TCONS_00011738 gene-POLR3GL_gGal-3 +TCONS_00011739 gene-LOC100231824_tGut-1 +TCONS_00011740 gene-LOC121108905_gGal-1 +TCONS_00011741 gene-RAB11FIP5_tGut-like-3 +TCONS_00011742 gene-LOC124417452_gGal-like-2 +TCONS_00011743 gene-LOC121109095_gGal-4 +TCONS_00011744 gene-LOC121109095_gGal-4 +TCONS_00011745 gene-WRAP53_gGal-1 +TCONS_00011747 gene-CSRNP2_tGut-4 +TCONS_00011746 gene-CSRNP2_tGut-4 +TCONS_00011748 gene-CSRNP2_tGut-4 +TCONS_00011749 gene-CSRNP2_tGut-4 +TCONS_00011750 gene-GYG1_tGut +TCONS_00011751 gene-GYG1_tGut +TCONS_00011752 gene-GYG1_tGut +TCONS_00011753 gene-GYG1_tGut +TCONS_00011754 reg_6351_gGal +TCONS_00011755 gene-LOC100229371_tGut +TCONS_00011756 gene-HPS3_tGut +TCONS_00011757 gene-TM4SF4_tGut +TCONS_00011758 gene-RNF13_tGut +TCONS_00011759 gene-TSC22D2_tGut +TCONS_00011760 gene-TSC22D2_tGut +TCONS_00011762 gene-TSC22D2_tGut +TCONS_00011761 gene-TSC22D2_tGut +TCONS_00011764 gene-EIF2A_tGut +TCONS_00011763 gene-EIF2A_tGut +TCONS_00011767 gene-GPR87_tGut +TCONS_00011768 gene-GPR87_tGut +TCONS_00011766 gene-GPR87_tGut +TCONS_00011765 gene-GPR87_tGut +TCONS_00011769 gene-GPR87_tGut +TCONS_00011770 gene-GPR87_tGut +TCONS_00011771 gene-GPR87_tGut +TCONS_00011772 gene-AADAC_tGut +TCONS_00011773 gene-AADAC_tGut +TCONS_00011774 gene-SUCNR1_gGal +TCONS_00011775 gene-SUCNR1_gGal +TCONS_00011778 gene-MBNL1_tGut +TCONS_00011779 gene-MBNL1_tGut +TCONS_00011777 gene-MBNL1_tGut +TCONS_00011776 gene-MBNL1_tGut +TCONS_00011785 gene-MBNL1_tGut +TCONS_00011782 gene-MBNL1_tGut +TCONS_00011784 gene-MBNL1_tGut +TCONS_00011783 gene-MBNL1_tGut +TCONS_00011781 gene-MBNL1_tGut +TCONS_00011780 gene-MBNL1_tGut +TCONS_00011786 gene-MBNL1_tGut +TCONS_00011787 gene-P2RY1_tGut +TCONS_00011788 gene-RAP2B_tGut +TCONS_00011789 gene-ARHGEF26_tGut +TCONS_00011790 gene-MME_tGut +TCONS_00011791 gene-GMPS_tGut +TCONS_00011792 gene-GMPS_tGut +TCONS_00011793 gene-KCNAB1_tGut +TCONS_00011794 gene-KCNAB1_tGut +TCONS_00011795 gene-KCNAB1_tGut +TCONS_00011796 gene-KCNAB1_tGut +TCONS_00011797 gene-KCNAB1_tGut +TCONS_00011798 gene-TIPARP_gGal +TCONS_00011799 gene-TIPARP_gGal +TCONS_00011800 gene-LEKR1_tGut +TCONS_00011801 gene-PTX3_tGut +TCONS_00011803 gene-RSRC1_tGut +TCONS_00011802 gene-RSRC1_tGut +TCONS_00011804 gene-RSRC1_tGut +TCONS_00011806 gene-MLF1_tGut +TCONS_00011805 gene-MLF1_tGut +TCONS_00011808 gene-MLF1_tGut +TCONS_00011807 gene-MLF1_tGut +TCONS_00011809 gene-MLF1_tGut +TCONS_00011810 gene-GFM1_tGut +TCONS_00011811 gene-GFM1_tGut +TCONS_00011813 gene-MFSD1_tGut +TCONS_00011812 gene-MFSD1_tGut +TCONS_00011814 gene-MFSD1_tGut +TCONS_00011815 gene-MFSD1_tGut +TCONS_00011816 gene-MFSD1_tGut +TCONS_00011817 gene-SCHIP1_tGut +TCONS_00011818 gene-SCHIP1_tGut +TCONS_00011819 gene-SCHIP1_tGut +TCONS_00011820 gene-IL12A_gGal +TCONS_00011821 gene-C9H3orf80_gGal +TCONS_00011822 gene-B3GALNT1_tGut +TCONS_00011823 gene-SPTSSBL_gGal +TCONS_00011824 gene-OTOL1_tGut +TCONS_00011825 gene-SERPINI1_tGut +TCONS_00011826 gene-LOC101233947_tGut +TCONS_00011827 gene-LOC101233947_tGut +TCONS_00011828 gene-LOC100227840_tGut +TCONS_00011829 gene-MYNN_tGut +TCONS_00011830 gene-SAMD7_tGut +TCONS_00011831 gene-SEC62_tGut +TCONS_00011832 gene-GPR160_tGut +TCONS_00011833 gene-PRKCI_tGut +TCONS_00011834 gene-PRKCI_tGut +TCONS_00011835 gene-SKIL_tGut +TCONS_00011836 gene-CLDN11_tGut +TCONS_00011837 gene-FNDC3B_tGut +TCONS_00011839 gene-ECT2_tGut +TCONS_00011838 gene-ECT2_tGut +TCONS_00011842 gene-NLGN1_tGut +TCONS_00011844 gene-NLGN1_tGut +TCONS_00011845 gene-NLGN1_tGut +TCONS_00011843 gene-NLGN1_tGut +TCONS_00011841 gene-NLGN1_tGut +TCONS_00011840 gene-NLGN1_tGut +TCONS_00011846 gene-NAALADL2_tGut +TCONS_00011847 gene-NAALADL2_tGut +TCONS_00011849 gene-KCNMB2_tGut +TCONS_00011848 gene-KCNMB2_tGut +TCONS_00011850 gene-KCNMB2_tGut +TCONS_00011851 gene-PIK3CA_tGut +TCONS_00011852 gene-ZNF639_tGut +TCONS_00011853 gene-MFN1_tGut +TCONS_00011854 gene-ACTL6A_tGut +TCONS_00011855 gene-NDUFB5_tGut +TCONS_00011856 gene-USP13_tGut +TCONS_00011857 gene-TTC14_gGal +TCONS_00011860 gene-FXR1_tGut +TCONS_00011862 gene-FXR1_tGut +TCONS_00011864 gene-FXR1_tGut +TCONS_00011863 gene-FXR1_tGut +TCONS_00011861 gene-FXR1_tGut +TCONS_00011859 gene-FXR1_tGut +TCONS_00011858 gene-FXR1_tGut +TCONS_00011865 gene-SOX2_gGal +TCONS_00011866 gene-ATP11B_tGut +TCONS_00011868 gene-ATP11B_tGut +TCONS_00011867 gene-ATP11B_tGut +TCONS_00011869 gene-ATP11B_tGut +TCONS_00011870 gene-ATP11B_tGut +TCONS_00011871 gene-B3GNT5_tGut +TCONS_00011872 gene-RFC4_tGut +TCONS_00011873 gene-SENP5_tGut +TCONS_00011874 gene-SENP5_tGut +TCONS_00011876 gene-EPHB3_tGut +TCONS_00011875 gene-EPHB3_tGut +TCONS_00011877 gene-EPHB3_tGut +TCONS_00011879 gene-POLR2H_tGut +TCONS_00011878 gene-POLR2H_tGut +TCONS_00011880 gene-CHRD_tGut +TCONS_00011881 gene-CHRD_tGut +TCONS_00011882 gene-CLCN2_tGut +TCONS_00011884 gene-CLCN2_tGut +TCONS_00011883 gene-CLCN2_tGut +TCONS_00011885 gene-CLCN2_tGut +TCONS_00011886 gene-ECE2_tGut +TCONS_00011888 gene-ECE2_tGut +TCONS_00011887 gene-ECE2_tGut +TCONS_00011890 gene-MUL1L_gGal +TCONS_00011889 gene-MUL1L_gGal +TCONS_00011891 gene-MUL1L_gGal +TCONS_00011892 gene-CAMK2N2_tGut +TCONS_00011893 gene-ALG3_tGut +TCONS_00011894 gene-LOC121470408_tGut +TCONS_00011895 gene-ABCC5_tGut +TCONS_00011896 gene-ABCC5_tGut +TCONS_00011897 gene-ABCC5_tGut +TCONS_00011898 gene-RNPEPL1_tGut +TCONS_00011899 gene-RNPEPL1_tGut +TCONS_00011902 gene-CAPN10_tGut +TCONS_00011901 gene-CAPN10_tGut +TCONS_00011900 gene-CAPN10_tGut +TCONS_00011903 gene-CYP2AB2_gGal +TCONS_00011904 gene-CYP2AB3_gGal +TCONS_00011905 gene-CYP2AB4_gGal +TCONS_00011906 gene-CYP2AB5_gGal +TCONS_00011907 gene-CYP2AB5_gGal +TCONS_00011908 gene-EIF4E2_tGut +TCONS_00011909 gene-EIF4E2_tGut +TCONS_00011910 gene-EIF4E2_tGut +TCONS_00011911 gene-EIF4E2_tGut +TCONS_00011912 gene-SLC12A9_tGut +TCONS_00011913 gene-ECEL1_tGut +TCONS_00011914 gene-NPPC_tGut +TCONS_00011915 gene-PDE6D_tGut +TCONS_00011916 gene-PDE6D_tGut +TCONS_00011917 gene-NMUR1_tGut +TCONS_00011919 gene-NCL_tGut +TCONS_00011918 gene-NCL_tGut +TCONS_00011920 gene-NCL_tGut +TCONS_00011921 gene-NCL_tGut +TCONS_00011922 gene-HTR2B_tGut +TCONS_00011923 gene-IQCG_tGut +TCONS_00011926 gene-RUBCN_tGut +TCONS_00011927 gene-RUBCN_tGut +TCONS_00011925 gene-RUBCN_tGut +TCONS_00011924 gene-RUBCN_tGut +TCONS_00011928 gene-RUBCN_tGut +TCONS_00011929 gene-RUBCN_tGut +TCONS_00011930 gene-LOC105759518_tGut +TCONS_00011932 gene-MUC4L_gGal +TCONS_00011931 gene-MUC4L_gGal +TCONS_00011933 gene-SLC51A_tGut +TCONS_00011934 gene-PDCD1_tGut +TCONS_00011935 gene-RTP2_gGal +TCONS_00011936 gene-RTP2_gGal +TCONS_00011937 gene-LPP_gGal +TCONS_00011938 gene-TP63_tGut +TCONS_00011940 gene-TP63_tGut +TCONS_00011939 gene-TP63_tGut +TCONS_00011942 gene-TP63_tGut +TCONS_00011941 gene-TP63_tGut +TCONS_00011944 gene-TP63_tGut +TCONS_00011943 gene-TP63_tGut +TCONS_00011945 gene-CLDN16_tGut +TCONS_00011946 gene-IL1RAP_gGal +TCONS_00011947 gene-IL1RAP_gGal +TCONS_00011948 gene-IL1RAP_gGal +TCONS_00011949 gene-IL1RAP_gGal +TCONS_00011950 gene-IL1RAP_gGal +TCONS_00011951 gene-IL1RAP_gGal +TCONS_00011952 gene-OSTN_tGut +TCONS_00011953 gene-OSTN_tGut +TCONS_00011954 gene-CCDC50_tGut +TCONS_00011955 gene-HRASLS_gGal-1 +TCONS_00011956 gene-HRASLS_gGal-1 +TCONS_00011957 reg_16787_tGut +TCONS_00011958 gene-HRASLS_gGal-2 +TCONS_00011961 gene-OPA1_tGut +TCONS_00011962 gene-OPA1_tGut +TCONS_00011960 gene-OPA1_tGut +TCONS_00011959 gene-OPA1_tGut +TCONS_00011963 gene-HES1_tGut +TCONS_00011964 gene-HES1_tGut +TCONS_00011965 gene-FAM43A_tGut +TCONS_00011966 gene-BDH1_tGut +TCONS_00011969 gene-DLG1_tGut +TCONS_00011971 gene-DLG1_tGut +TCONS_00011973 gene-DLG1_tGut +TCONS_00011975 gene-DLG1_tGut +TCONS_00011974 gene-DLG1_tGut +TCONS_00011972 gene-DLG1_tGut +TCONS_00011970 gene-DLG1_tGut +TCONS_00011968 gene-DLG1_tGut +TCONS_00011967 gene-DLG1_tGut +TCONS_00011977 gene-DLG1_tGut +TCONS_00011976 gene-DLG1_tGut +TCONS_00011982 gene-DLG1_tGut +TCONS_00011980 gene-DLG1_tGut +TCONS_00011981 gene-DLG1_tGut +TCONS_00011979 gene-DLG1_tGut +TCONS_00011978 gene-DLG1_tGut +TCONS_00011983 gene-MELTF_tGut +TCONS_00011984 gene-MELTF_tGut +TCONS_00011985 gene-MELTF_tGut +TCONS_00011986 gene-PIGZ_tGut +TCONS_00011987 gene-PIGZ_tGut +TCONS_00011988 gene-NCBP2_tGut +TCONS_00011989 gene-NCBP2_tGut +TCONS_00011990 gene-ZIC4_tGut +TCONS_00011991 gene-ZIC4_tGut +TCONS_00011992 gene-ZIC4_tGut +TCONS_00011993 gene-ZIC4_tGut +TCONS_00011994 gene-ZIC4_tGut +TCONS_00011995 gene-PLSCR1_tGut +TCONS_00011996 gene-PLSCR1_tGut +TCONS_00011998 gene-PLOD2_tGut +TCONS_00011997 gene-PLOD2_tGut +TCONS_00011999 gene-SLC9A9_tGut +TCONS_00012000 gene-SLC9A9_tGut +TCONS_00012001 gene-SLC9A9_tGut +TCONS_00012002 gene-SLC9A9_tGut +TCONS_00012003 gene-PCOLCE2_tGut +TCONS_00012004 gene-PCOLCE2_tGut +TCONS_00012005 gene-ATR_tGut +TCONS_00012006 gene-XRN1_tGut +TCONS_00012007 gene-GK5_tGut +TCONS_00012009 gene-TFDP2_tGut +TCONS_00012008 gene-TFDP2_tGut +TCONS_00012012 gene-TFDP2_tGut +TCONS_00012011 gene-TFDP2_tGut +TCONS_00012010 gene-TFDP2_tGut +TCONS_00012014 gene-SLC16A14_tGut +TCONS_00012013 gene-SLC16A14_tGut +TCONS_00012017 gene-TRIP12_tGut +TCONS_00012019 gene-TRIP12_tGut +TCONS_00012021 gene-TRIP12_tGut +TCONS_00012023 gene-TRIP12_tGut +TCONS_00012022 gene-TRIP12_tGut +TCONS_00012020 gene-TRIP12_tGut +TCONS_00012018 gene-TRIP12_tGut +TCONS_00012016 gene-TRIP12_tGut +TCONS_00012015 gene-TRIP12_tGut +TCONS_00012024 gene-DNER_tGut +TCONS_00012025 gene-PID1_tGut +TCONS_00012026 gene-THT2L_gGal +TCONS_00012027 gene-SLC19A3_gGal +TCONS_00012028 gene-SLC19A3_gGal +TCONS_00012030 gene-COL4A4_tGut +TCONS_00012029 gene-COL4A4_tGut +TCONS_00012031 gene-IRS1_tGut +TCONS_00012032 gene-DOCK10_tGut +TCONS_00012033 gene-DOCK10_tGut +TCONS_00012034 gene-DOCK10_tGut +TCONS_00012040 gene-DOCK10_tGut +TCONS_00012041 gene-DOCK10_tGut +TCONS_00012039 gene-DOCK10_tGut +TCONS_00012037 gene-DOCK10_tGut +TCONS_00012038 gene-DOCK10_tGut +TCONS_00012036 gene-DOCK10_tGut +TCONS_00012035 gene-DOCK10_tGut +TCONS_00012044 gene-DOCK10_tGut +TCONS_00012043 gene-DOCK10_tGut +TCONS_00012042 gene-DOCK10_tGut +TCONS_00012046 gene-DOCK10_tGut +TCONS_00012045 gene-DOCK10_tGut +TCONS_00012047 gene-DOCK10_tGut +TCONS_00012048 gene-LOC115496366_tGut +TCONS_00012049 gene-FAM124B_tGut +TCONS_00012052 gene-SERPINE2_tGut +TCONS_00012053 gene-SERPINE2_tGut +TCONS_00012051 gene-SERPINE2_tGut +TCONS_00012050 gene-SERPINE2_tGut +TCONS_00012054 gene-WDFY1_tGut +TCONS_00012055 gene-AP1S3_tGut +TCONS_00012056 gene-AP1S3_tGut +TCONS_00012057 gene-SCG2_tGut +TCONS_00012058 gene-FARSB_tGut +TCONS_00012059 gene-FARSB_tGut +TCONS_00012061 gene-PAX3_tGut-like-1 +TCONS_00012060 gene-PAX3_tGut-like-1 +TCONS_00012062 gene-SLC25A36_tGut +TCONS_00012063 gene-SPSB4_tGut +TCONS_00012064 gene-SPSB4_tGut +TCONS_00012065 gene-SPSB4_tGut +TCONS_00012066 gene-NMNAT3_tGut +TCONS_00012067 gene-RBP1_tGut +TCONS_00012068 gene-RBP1_tGut +TCONS_00012069 gene-RBP1_tGut +TCONS_00012070 gene-RBP2_tGut +TCONS_00012071 gene-COPB2_tGut +TCONS_00012072 gene-FOXL2_tGut +TCONS_00012073 gene-PIK3CB_tGut +TCONS_00012074 gene-VAMP2_gGal +TCONS_00012075 gene-VAMP2_gGal +TCONS_00012077 gene-PER2_tGut +TCONS_00012076 gene-PER2_tGut +TCONS_00012078 gene-PER2_tGut +TCONS_00012079 gene-CAB39_tGut +TCONS_00012080 gene-ITM2C_tGut +TCONS_00012081 gene-ITM2C_tGut +TCONS_00012082 gene-ADIPOQ_gGal +TCONS_00012083 gene-GPC2_gGal +TCONS_00012084 gene-GPC1_tGut +TCONS_00012085 gene-DUSP28_tGut +TCONS_00012086 gene-PARL_tGut +TCONS_00012088 gene-MAP6D1_tGut +TCONS_00012087 gene-MAP6D1_tGut +TCONS_00012089 gene-KLHL6_tGut +TCONS_00012090 gene-AMER3_tGut +TCONS_00012091 gene-ARHGEF4_tGut +TCONS_00012092 gene-PLEKHB2_tGut +TCONS_00012093 gene-HS6ST1_tGut +TCONS_00012094 gene-SAP130_tGut +TCONS_00012096 gene-SAP130_tGut +TCONS_00012095 gene-SAP130_tGut +TCONS_00012097 gene-AMMECR1L_tGut +TCONS_00012098 gene-POLR2D_tGut +TCONS_00012099 gene-WDR33_tGut +TCONS_00012101 gene-WDR33_tGut +TCONS_00012100 gene-WDR33_tGut +TCONS_00012103 gene-ESPNL_tGut +TCONS_00012102 gene-ESPNL_tGut +TCONS_00012105 gene-KLHL30_tGut +TCONS_00012104 gene-KLHL30_tGut +TCONS_00012106 gene-AGXT_tGut +TCONS_00012107 gene-SNED1_tGut +TCONS_00012109 gene-SNED1_tGut +TCONS_00012108 gene-SNED1_tGut +TCONS_00012112 gene-SNED1_tGut +TCONS_00012113 gene-SNED1_tGut +TCONS_00012111 gene-SNED1_tGut +TCONS_00012110 gene-SNED1_tGut +TCONS_00012115 gene-PPP1R7_tGut +TCONS_00012114 gene-PPP1R7_tGut +TCONS_00012117 gene-PPP1R7_tGut +TCONS_00012116 gene-PPP1R7_tGut +TCONS_00012118 gene-PPP1R7_tGut +TCONS_00012119 gene-SEPTIN2_tGut +TCONS_00012121 gene-FARP2_tGut +TCONS_00012120 gene-FARP2_tGut +TCONS_00012123 gene-FARP2_tGut +TCONS_00012122 gene-FARP2_tGut +TCONS_00012124 gene-BOK_tGut +TCONS_00012125 gene-BOK_tGut +TCONS_00012126 gene-BOK_tGut +TCONS_00012127 gene-BOK_tGut +TCONS_00012128 gene-PTTG1IP_gGal +TCONS_00012129 gene-SUMO3_gGal-3 +TCONS_00012130 gene-UBE2G2_tGut +TCONS_00012133 gene-TSPEAR_tGut +TCONS_00012132 gene-TSPEAR_tGut +TCONS_00012131 gene-TSPEAR_tGut +TCONS_00012134 gene-ATG4B_tGut +TCONS_00012135 gene-ATG4B_tGut +TCONS_00012136 gene-ATG4B_tGut +TCONS_00012137 gene-ING5_tGut +TCONS_00012138 gene-D2HGDH_tGut +TCONS_00012139 gene-GAL3ST2_tGut +TCONS_00012140 gene-GAL3ST2_tGut +TCONS_00012142 gene-NEU4_tGut +TCONS_00012141 gene-NEU4_tGut +TCONS_00012143 gene-FBXO45_tGut +TCONS_00012144 gene-NRROS_tGut +TCONS_00012145 gene-PIGX_tGut +TCONS_00012146 gene-PAK2_tGut +TCONS_00012147 gene-AQP12A_gGal +TCONS_00012148 gene-TF_tGut +TCONS_00012149 gene-SRPRB_tGut +TCONS_00012150 gene-SENP2_tGut-1 +TCONS_00012152 gene-CFAP410_tGut +TCONS_00012151 gene-CFAP410_tGut +TCONS_00012153 gene-PROCR_tGut +TCONS_00012154 gene-TBCCD1_tGut-like-1 +TCONS_00012155 gene-TBCCD1_tGut-like-1 +TCONS_00012156 gene-CRYGS_tGut +TCONS_00012157 gene-SOX14_tGut +TCONS_00012158 gene-CLDN18_tGut +TCONS_00012159 gene-KY_tGut +TCONS_00012160 gene-KY_tGut +TCONS_00012161 gene-ANAPC13_tGut +TCONS_00012162 gene-LIPH_tGut +TCONS_00012163 gene-LIPH_tGut +TCONS_00012164 gene-TMEM41A_tGut +TCONS_00012165 gene-EHHADH_tGut +TCONS_00012166 gene-EHHADH_tGut +TCONS_00012167 gene-C9H3orf70_tGut +TCONS_00012168 gene-C9H3orf70_tGut +TCONS_00012169 gene-PPP2R3A_tGut +TCONS_00012170 gene-PPP2R3A_tGut +TCONS_00012171 gene-PPP2R3A_tGut +TCONS_00012172 gene-PPP2R3A_tGut +TCONS_00012173 gene-PCCB_tGut +TCONS_00012174 gene-PCCB_tGut +TCONS_00012175 gene-PCCB_tGut +TCONS_00012176 gene-PCCB_tGut +TCONS_00012177 gene-PCCB_tGut +TCONS_00012178 gene-SLC35G2_tGut +TCONS_00012179 gene-SLC35G2_tGut +TCONS_00012180 gene-LOC100218598_tGut +TCONS_00012181 gene-LOC100218598_tGut +TCONS_00012182 gene-AIRE_gGal +TCONS_00012183 gene-EFHD1_tGut +TCONS_00012186 gene-GIGYF2_tGut +TCONS_00012188 gene-GIGYF2_tGut +TCONS_00012189 gene-GIGYF2_tGut +TCONS_00012187 gene-GIGYF2_tGut +TCONS_00012185 gene-GIGYF2_tGut +TCONS_00012184 gene-GIGYF2_tGut +TCONS_00012191 gene-GIGYF2_tGut +TCONS_00012190 gene-GIGYF2_tGut +TCONS_00012192 gene-NEU2_tGut +TCONS_00012193 gene-NEU2_tGut +TCONS_00012194 gene-NEU2_tGut +TCONS_00012195 gene-NEU2_tGut +TCONS_00012196 gene-INPP5D_tGut +TCONS_00012197 gene-ATG16L1_tGut +TCONS_00012201 gene-ATG16L1_tGut +TCONS_00012203 gene-ATG16L1_tGut +TCONS_00012204 gene-ATG16L1_tGut +TCONS_00012202 gene-ATG16L1_tGut +TCONS_00012200 gene-ATG16L1_tGut +TCONS_00012199 gene-ATG16L1_tGut +TCONS_00012198 gene-ATG16L1_tGut +TCONS_00012205 gene-SAG_tGut +TCONS_00012206 gene-SAG_tGut +TCONS_00012207 gene-SAG_tGut +TCONS_00012208 gene-SAG_tGut +TCONS_00012209 gene-DGKD_tGut +TCONS_00012210 gene-DGKD_tGut +TCONS_00012211 gene-DGKD_tGut +TCONS_00012212 gene-DGKD_tGut +TCONS_00012213 gene-DGKD_tGut +TCONS_00012215 gene-PROC_tGut +TCONS_00012214 gene-PROC_tGut +TCONS_00012216 gene-PROC_tGut +TCONS_00012217 gene-LOC424748_gGal +TCONS_00012218 gene-LOC424748_gGal +TCONS_00012219 gene-MYO7B_tGut +TCONS_00012220 gene-GPR17_tGut +TCONS_00012222 gene-LOC107054158_gGal-like-7 +TCONS_00012221 gene-LOC107054158_gGal-like-7 +TCONS_00012223 gene-LOC121113478_gGal-like-1 +TCONS_00012224 gene-LOC112533192_gGal-like-9 +TCONS_00012225 gene-LOC121111599_gGal-like-5 +TCONS_00012228 gene-LOC112533192_gGal-like-1 +TCONS_00012227 gene-LOC121111599_gGal-like-14 +TCONS_00012226 gene-LOC121111599_gGal-like-14 +TCONS_00012229 gene-LOC121113478_gGal-like-13 +TCONS_00012232 gene-LOC112533192_gGal-like-12 +TCONS_00012231 gene-LOC121111599_gGal-like-4 +TCONS_00012230 gene-LOC121111599_gGal-like-4 +TCONS_00012233 gene-LOC121113478_gGal-like-12 +TCONS_00012236 gene-LOC121111599_gGal-like-2 +TCONS_00012235 gene-LOC121111599_gGal-like-2 +TCONS_00012234 gene-LOC121113478_gGal-like-4 +TCONS_00012237 gene-LOC112533192_gGal-like-13 +TCONS_00012238 gene-LOC121113478_gGal-like-4 +TCONS_00012241 gene-LOC112533192_gGal-like-3 +TCONS_00012240 gene-LOC121111599_gGal-like-3 +TCONS_00012239 gene-LOC121111599_gGal-like-3 +TCONS_00012242 gene-LOC121113478_gGal-like-9 +TCONS_00012243 gene-CP_gGal +TCONS_00012244 gene-CP_gGal +TCONS_00012245 gene-CP_gGal +TCONS_00012246 gene-TM4SF18_tGut +TCONS_00012247 gene-TM4SF1_tGut +TCONS_00012249 gene-WWTR1_tGut +TCONS_00012248 gene-WWTR1_tGut +TCONS_00012251 gene-COMMD2_tGut +TCONS_00012250 gene-COMMD2_tGut +TCONS_00012252 gene-COMMD2_tGut +TCONS_00012253 gene-PFN2_tGut +TCONS_00012254 gene-PFN2_tGut +TCONS_00012255 gene-PFN2_tGut +TCONS_00012256 gene-PFN2_tGut +TCONS_00012257 gene-SERP1_tGut +TCONS_00012258 gene-ERICH6_tGut +TCONS_00012259 gene-SIAH2_tGut +TCONS_00012260 gene-FAM188B2_gGal +TCONS_00012261 gene-CLRN1_tGut +TCONS_00012262 gene-GPR171_tGut +TCONS_00012263 gene-P2RY14_tGut +TCONS_00012264 gene-GPR87_tGut +TCONS_00012265 gene-P2RY13_tGut +TCONS_00012266 gene-IGSF10_tGut +TCONS_00012267 gene-DHX36_tGut +TCONS_00012269 gene-GPR149_tGut +TCONS_00012268 gene-GPR149_tGut +TCONS_00012270 gene-STRIT1_tGut +TCONS_00012271 gene-PLCH1_tGut +TCONS_00012272 gene-PLCH1_tGut +TCONS_00012274 gene-PLCH1_tGut +TCONS_00012273 gene-PLCH1_tGut +TCONS_00012275 gene-C9H3orf33_tGut-2 +TCONS_00012276 gene-SLC33A1_tGut +TCONS_00012277 gene-SSR3_tGut +TCONS_00012278 gene-CCNL1_tGut +TCONS_00012280 gene-VEPH1_tGut +TCONS_00012279 gene-VEPH1_tGut +TCONS_00012281 gene-VEPH1_tGut +TCONS_00012282 gene-VEPH1_tGut +TCONS_00012283 gene-SHOX2_tGut-like-1 +TCONS_00012284 gene-SHOX2_tGut-like-1 +TCONS_00012286 gene-GFM1_tGut +TCONS_00012285 gene-GFM1_tGut +TCONS_00012287 gene-RARRES1_tGut-3 +TCONS_00012288 gene-CARD8_tGut +TCONS_00012290 gene-CARD8_tGut +TCONS_00012289 gene-CARD8_tGut +TCONS_00012292 gene-CARD8_tGut +TCONS_00012291 gene-CARD8_tGut +TCONS_00012293 gene-IFT80_tGut +TCONS_00012294 gene-IFT80_tGut +TCONS_00012295 gene-TRIM59_tGut +TCONS_00012296 gene-KPNA4_tGut +TCONS_00012297 gene-ARL14_tGut +TCONS_00012298 gene-PPM1L_tGut +TCONS_00012299 gene-NMD3_tGut +TCONS_00012300 gene-NMD3_tGut +TCONS_00012301 gene-SPTSSB_tGut +TCONS_00012302 gene-SI_tGut +TCONS_00012303 gene-SLITRK3_tGut +TCONS_00012304 gene-SLITRK3_tGut +TCONS_00012305 gene-BCHE_tGut +TCONS_00012306 gene-BCHE_tGut +TCONS_00012308 gene-ZBBX_tGut +TCONS_00012307 gene-ZBBX_tGut +TCONS_00012309 gene-PDCD10_tGut +TCONS_00012312 gene-GOLIM4_tGut +TCONS_00012314 gene-GOLIM4_tGut +TCONS_00012315 gene-GOLIM4_tGut +TCONS_00012313 gene-GOLIM4_tGut +TCONS_00012311 gene-GOLIM4_tGut +TCONS_00012310 gene-GOLIM4_tGut +TCONS_00012317 gene-MECOM_tGut +TCONS_00012316 gene-MECOM_tGut +TCONS_00012318 gene-MECOM_tGut +TCONS_00012320 gene-MECOM_tGut +TCONS_00012319 gene-MECOM_tGut +TCONS_00012324 gene-MECOM_tGut +TCONS_00012323 gene-MECOM_tGut +TCONS_00012322 gene-MECOM_tGut +TCONS_00012321 gene-MECOM_tGut +TCONS_00012327 gene-MECOM_tGut +TCONS_00012326 gene-MECOM_tGut +TCONS_00012325 gene-MECOM_tGut +TCONS_00012329 gene-MECOM_tGut +TCONS_00012328 gene-MECOM_tGut +TCONS_00012330 gene-LRRC34_tGut +TCONS_00012332 gene-LRRC34_tGut +TCONS_00012331 gene-LRRC34_tGut +TCONS_00012333 gene-LRRC31_tGut +TCONS_00012334 gene-LRRC31_tGut +TCONS_00012337 gene-PHC3_tGut +TCONS_00012339 gene-PHC3_tGut +TCONS_00012340 gene-PHC3_tGut +TCONS_00012338 gene-PHC3_tGut +TCONS_00012336 gene-PHC3_tGut +TCONS_00012335 gene-PHC3_tGut +TCONS_00012341 gene-PHC3_tGut +TCONS_00012342 gene-SLC7A14_tGut +TCONS_00012343 gene-RPL22L1_tGut +TCONS_00012344 gene-EIF5A2_gGal +TCONS_00012345 gene-SLC2A2_tGut +TCONS_00012346 gene-TNIK_tGut +TCONS_00012350 gene-TNIK_tGut +TCONS_00012352 gene-TNIK_tGut +TCONS_00012351 gene-TNIK_tGut +TCONS_00012349 gene-TNIK_tGut +TCONS_00012348 gene-TNIK_tGut +TCONS_00012347 gene-TNIK_tGut +TCONS_00012354 gene-PLD1_tGut +TCONS_00012353 gene-PLD1_tGut +TCONS_00012355 gene-GHSR_tGut +TCONS_00012356 gene-TNFSF10_tGut +TCONS_00012357 gene-NCEH1_tGut +TCONS_00012358 gene-TBL1XR1_tGut +TCONS_00012359 gene-ZMAT3_tGut +TCONS_00012360 gene-GNB4_tGut +TCONS_00012361 gene-MRPL47_tGut +TCONS_00012362 gene-PEX5L_tGut +TCONS_00012366 gene-PEX5L_tGut +TCONS_00012365 gene-PEX5L_tGut +TCONS_00012364 gene-PEX5L_tGut +TCONS_00012363 gene-PEX5L_tGut +TCONS_00012367 gene-CCDC39_tGut +TCONS_00012368 gene-DNAJC19_tGut +TCONS_00012369 gene-DCUN1D1_tGut +TCONS_00012370 gene-DCUN1D1_tGut +TCONS_00012371 gene-MCCC1_tGut +TCONS_00012372 gene-LAMP3_tGut +TCONS_00012373 gene-MCF2L2_tGut +TCONS_00012377 gene-MCF2L2_tGut +TCONS_00012379 gene-MCF2L2_tGut +TCONS_00012381 gene-MCF2L2_tGut +TCONS_00012382 gene-MCF2L2_tGut +TCONS_00012380 gene-MCF2L2_tGut +TCONS_00012378 gene-MCF2L2_tGut +TCONS_00012376 gene-MCF2L2_tGut +TCONS_00012375 gene-MCF2L2_tGut +TCONS_00012374 gene-MCF2L2_tGut +TCONS_00012383 gene-MCF2L2_tGut +TCONS_00012384 gene-EIF4A2_tGut +TCONS_00012385 gene-KNG1_tGut +TCONS_00012386 gene-HRG_tGut +TCONS_00012387 gene-FETUB_tGut +TCONS_00012388 gene-AHSG_tGut +TCONS_00012389 gene-THPO_tGut +TCONS_00012390 gene-THPO_tGut +TCONS_00012391 gene-HSPB7L_gGal +TCONS_00012392 gene-FAM131A_gGal +TCONS_00012393 gene-FAM131A_gGal +TCONS_00012394 gene-EIF4G1_tGut +TCONS_00012395 gene-EIF4G1_tGut +TCONS_00012397 gene-EIF4G1_tGut +TCONS_00012396 gene-EIF4G1_tGut +TCONS_00012398 gene-EIF4G1_tGut +TCONS_00012402 gene-EIF4G1_tGut +TCONS_00012403 gene-EIF4G1_tGut +TCONS_00012401 gene-EIF4G1_tGut +TCONS_00012400 gene-EIF4G1_tGut +TCONS_00012399 gene-EIF4G1_tGut +TCONS_00012404 gene-PSMD2_tGut +TCONS_00012405 gene-EEF1AKMT4_tGut +TCONS_00012406 gene-VWA5B2_tGut +TCONS_00012407 gene-PHF13_gGal-like-1 +TCONS_00012408 gene-LOC121470407_tGut +TCONS_00012409 gene-ABCF3_tGut +TCONS_00012410 gene-ABCF3_tGut +TCONS_00012413 gene-AP2M1_tGut +TCONS_00012415 gene-AP2M1_tGut +TCONS_00012417 gene-AP2M1_tGut +TCONS_00012418 gene-AP2M1_tGut +TCONS_00012416 gene-AP2M1_tGut +TCONS_00012414 gene-AP2M1_tGut +TCONS_00012412 gene-AP2M1_tGut +TCONS_00012411 gene-AP2M1_tGut +TCONS_00012419 gene-DVL3_tGut +TCONS_00012420 gene-DVL3_tGut +TCONS_00012423 gene-DVL3_tGut +TCONS_00012422 gene-DVL3_tGut +TCONS_00012421 gene-DVL3_tGut +TCONS_00012424 gene-EIF2B5_tGut +TCONS_00012425 gene-EIF2B5_tGut +TCONS_00012426 gene-CYP2AB1_gGal +TCONS_00012427 gene-CHRNG_tGut +TCONS_00012428 gene-CHRND_tGut +TCONS_00012431 gene-PRSS56_gGal +TCONS_00012430 gene-PRSS56_gGal +TCONS_00012429 gene-PRSS56_gGal +TCONS_00012432 gene-ALPI_gGal +TCONS_00012433 gene-ALPPL_gGal +TCONS_00012434 gene-ALPPL_gGal +TCONS_00012435 gene-ALPPL_gGal +TCONS_00012436 gene-DIS3L2_tGut +TCONS_00012437 gene-DIS3L2_tGut +TCONS_00012438 gene-COPS7B_tGut +TCONS_00012439 gene-PTMA_tGut +TCONS_00012440 gene-B3GNT7_tGut +TCONS_00012441 gene-B3GNT7_tGut +TCONS_00012442 gene-B3GNT7_tGut +TCONS_00012445 gene-ARMC9_tGut +TCONS_00012446 gene-ARMC9_tGut +TCONS_00012444 gene-ARMC9_tGut +TCONS_00012443 gene-ARMC9_tGut +TCONS_00012447 gene-PSMD1_tGut +TCONS_00012448 gene-C9H2orf72_tGut +TCONS_00012449 gene-LOC115496371_tGut +TCONS_00012450 gene-RPL35A_tGut +TCONS_00012452 gene-FYTTD1_tGut +TCONS_00012451 gene-FYTTD1_tGut +TCONS_00012453 gene-FYTTD1_tGut +TCONS_00012454 gene-FYTTD1_tGut +TCONS_00012455 gene-LOC100226900_tGut +TCONS_00012456 gene-MUC4_tGut +TCONS_00012457 gene-TNK2_tGut +TCONS_00012458 gene-TNK2_tGut +TCONS_00012459 gene-TNK2_tGut +TCONS_00012464 gene-TNK2_tGut +TCONS_00012462 gene-TNK2_tGut +TCONS_00012463 gene-TNK2_tGut +TCONS_00012461 gene-TNK2_tGut +TCONS_00012460 gene-TNK2_tGut +TCONS_00012465 gene-TFRC_tGut +TCONS_00012466 gene-PCYT1A_tGut +TCONS_00012467 gene-PCYT1A_tGut +TCONS_00012468 gene-DYNLT2B_tGut +TCONS_00012469 gene-MASP1_tGut +TCONS_00012470 gene-SST_tGut +TCONS_00012471 gene-BCL6_tGut +TCONS_00012472 gene-P3H2_tGut +TCONS_00012473 gene-P3H2_tGut +TCONS_00012474 gene-P3H2_tGut +TCONS_00012475 gene-CLDN1_tGut +TCONS_00012477 gene-TMEM207_tGut +TCONS_00012476 gene-TMEM207_tGut +TCONS_00012479 gene-UTS2B_tGut +TCONS_00012478 gene-UTS2B_tGut +TCONS_00012480 gene-FGF12_tGut +TCONS_00012481 gene-FGF12_tGut +TCONS_00012482 gene-MB21D2_tGut +TCONS_00012483 gene-MB21D2_tGut +TCONS_00012484 gene-ATP13A4_tGut +TCONS_00012485 gene-ATP13A4_tGut +TCONS_00012487 gene-ATP13A4_tGut +TCONS_00012486 gene-ATP13A4_tGut +TCONS_00012488 gene-LOC116808714_tGut +TCONS_00012489 gene-CPN2_gGal +TCONS_00012490 gene-LRRC15_gGal +TCONS_00012491 gene-ATP13A3_tGut +TCONS_00012492 gene-ATP13A3_tGut +TCONS_00012493 gene-ATP13A3_tGut +TCONS_00012495 gene-ATP13A3_tGut +TCONS_00012494 gene-ATP13A3_tGut +TCONS_00012496 gene-LSG1_tGut +TCONS_00012497 gene-XXYLT1_tGut +TCONS_00012498 gene-XXYLT1_tGut +TCONS_00012499 gene-XXYLT1_tGut +TCONS_00012502 gene-ACAP2_tGut +TCONS_00012504 gene-ACAP2_tGut +TCONS_00012506 gene-ACAP2_tGut +TCONS_00012507 gene-ACAP2_tGut +TCONS_00012505 gene-ACAP2_tGut +TCONS_00012503 gene-ACAP2_tGut +TCONS_00012501 gene-ACAP2_tGut +TCONS_00012500 gene-ACAP2_tGut +TCONS_00012512 gene-ACAP2_tGut +TCONS_00012511 gene-ACAP2_tGut +TCONS_00012510 gene-ACAP2_tGut +TCONS_00012509 gene-ACAP2_tGut +TCONS_00012508 gene-ACAP2_tGut +TCONS_00012513 gene-PPP1R2_tGut +TCONS_00012514 gene-APOD_tGut +TCONS_00012515 gene-BDH1B_gGal +TCONS_00012516 gene-BDH1B_gGal +TCONS_00012518 gene-BDH1B_gGal +TCONS_00012517 gene-BDH1B_gGal +TCONS_00012519 gene-NCBP2AS2_tGut +TCONS_00012520 gene-CPB1_tGut +TCONS_00012521 gene-AGTR1_tGut +TCONS_00012523 gene-ZIC1_tGut +TCONS_00012522 gene-ZIC1_tGut +TCONS_00012524 gene-DIPK2A_tGut +TCONS_00012525 gene-CHST2_tGut +TCONS_00012527 gene-U2SURP_gGal +TCONS_00012526 gene-U2SURP_gGal +TCONS_00012528 gene-PAQR9_tGut +TCONS_00012529 gene-PAQR9_tGut +TCONS_00012530 gene-PAQR9_tGut +TCONS_00012531 gene-TRPC1_tGut +TCONS_00012532 gene-TRPC1_tGut +TCONS_00012534 gene-TRPC1_tGut +TCONS_00012533 gene-TRPC1_tGut +TCONS_00012535 gene-PLS1_tGut +TCONS_00012536 gene-ATP1B3_tGut +TCONS_00012537 gene-GRK7_tGut +TCONS_00012538 gene-RNF7_tGut +TCONS_00012539 gene-RNF7_tGut +TCONS_00012540 gene-RASA2_tGut +TCONS_00012541 gene-RASA2_tGut +TCONS_00012542 gene-ZBTB38_tGut +TCONS_00012543 gene-DAW1_tGut +TCONS_00012544 gene-CCL20_tGut +TCONS_00012547 gene-AGFG1_tGut +TCONS_00012548 gene-AGFG1_tGut +TCONS_00012546 gene-AGFG1_tGut +TCONS_00012545 gene-AGFG1_tGut +TCONS_00012554 gene-AGFG1_tGut +TCONS_00012551 gene-AGFG1_tGut +TCONS_00012553 gene-AGFG1_tGut +TCONS_00012552 gene-AGFG1_tGut +TCONS_00012550 gene-AGFG1_tGut +TCONS_00012549 gene-AGFG1_tGut +TCONS_00012555 gene-MRPL44_tGut +TCONS_00012558 gene-MFF_tGut +TCONS_00012560 gene-MFF_tGut +TCONS_00012562 gene-MFF_tGut +TCONS_00012561 gene-MFF_tGut +TCONS_00012559 gene-MFF_tGut +TCONS_00012557 gene-MFF_tGut +TCONS_00012556 gene-MFF_tGut +TCONS_00012563 gene-COL4A3_tGut +TCONS_00012565 gene-COL4A3_tGut +TCONS_00012564 gene-COL4A3_tGut +TCONS_00012567 gene-RHBDD1_tGut +TCONS_00012566 gene-RHBDD1_tGut +TCONS_00012568 gene-NYAP2_tGut +TCONS_00012569 gene-GUCY1B4_gGal +TCONS_00012571 gene-GUCY1B4_gGal +TCONS_00012570 gene-GUCY1B4_gGal +TCONS_00012572 gene-KCNE4_tGut +TCONS_00012573 gene-ACSL3_tGut +TCONS_00012574 gene-MOGAT1_tGut +TCONS_00012575 gene-SGPP2_tGut +TCONS_00012576 gene-PXYLP1_tGut +TCONS_00012577 gene-PXYLP1_tGut +TCONS_00012578 gene-PXYLP1_tGut +TCONS_00012579 gene-CLSTN2_tGut +TCONS_00012580 gene-CLSTN2_tGut +TCONS_00012581 gene-MRPS22_tGut +TCONS_00012582 gene-MRPS22_tGut +TCONS_00012583 gene-LOC115496397_tGut +TCONS_00012584 gene-HES6_gGal +TCONS_00012585 gene-LOC100222403_tGut +TCONS_00012586 gene-LOC100222403_tGut +TCONS_00012587 gene-GPR55_gGal +TCONS_00012588 gene-GPR35_gGal +TCONS_00012589 gene-COPS9_tGut +TCONS_00012590 gene-OTOS_tGut +TCONS_00012591 gene-CLDN15_gGal +TCONS_00012594 gene-YEATS2_tGut +TCONS_00012596 gene-YEATS2_tGut +TCONS_00012595 gene-YEATS2_tGut +TCONS_00012593 gene-YEATS2_tGut +TCONS_00012592 gene-YEATS2_tGut +TCONS_00012597 gene-KLHL24_tGut +TCONS_00012598 gene-GPR148_tGut +TCONS_00012599 gene-FAM168B_tGut +TCONS_00012600 gene-UGGT1_tGut +TCONS_00012603 gene-UGGT1_tGut +TCONS_00012602 gene-UGGT1_tGut +TCONS_00012601 gene-UGGT1_tGut +TCONS_00012604 gene-FBXL12_tGut +TCONS_00012605 gene-ILKAP_gGal +TCONS_00012608 gene-KIF1A_tGut +TCONS_00012610 gene-KIF1A_tGut +TCONS_00012612 gene-KIF1A_tGut +TCONS_00012614 gene-KIF1A_tGut +TCONS_00012616 gene-KIF1A_tGut +TCONS_00012618 gene-KIF1A_tGut +TCONS_00012620 gene-KIF1A_tGut +TCONS_00012622 gene-KIF1A_tGut +TCONS_00012624 gene-KIF1A_tGut +TCONS_00012625 gene-KIF1A_tGut +TCONS_00012623 gene-KIF1A_tGut +TCONS_00012621 gene-KIF1A_tGut +TCONS_00012619 gene-KIF1A_tGut +TCONS_00012617 gene-KIF1A_tGut +TCONS_00012615 gene-KIF1A_tGut +TCONS_00012613 gene-KIF1A_tGut +TCONS_00012611 gene-KIF1A_tGut +TCONS_00012609 gene-KIF1A_tGut +TCONS_00012607 gene-KIF1A_tGut +TCONS_00012606 gene-KIF1A_tGut +TCONS_00012626 gene-MAB21L4_tGut +TCONS_00012628 gene-MTERF4_tGut +TCONS_00012627 gene-MTERF4_tGut +TCONS_00012630 gene-PASK_tGut +TCONS_00012629 gene-PASK_tGut +TCONS_00012632 gene-HDLBP_gGal +TCONS_00012631 gene-HDLBP_gGal +TCONS_00012633 gene-STK25_tGut +TCONS_00012635 gene-ETV5_tGut +TCONS_00012634 gene-ETV5_tGut +TCONS_00012637 gene-DGKG_gGal +TCONS_00012636 gene-DGKG_gGal +TCONS_00012640 gene-TRPM2_tGut +TCONS_00012639 gene-TRPM2_tGut +TCONS_00012638 gene-TRPM2_tGut +TCONS_00012642 gene-THAP4_tGut +TCONS_00012641 gene-THAP4_tGut +TCONS_00012643 gene-DTYMK_tGut +TCONS_00012644 gene-TM4SF19_tGut +TCONS_00012645 gene-TM4SF19_tGut +TCONS_00012646 gene-UBXN7_tGut +TCONS_00012648 gene-UBXN7_tGut +TCONS_00012647 gene-UBXN7_tGut +TCONS_00012649 gene-RNF168_tGut +TCONS_00012650 gene-WDR53_tGut +TCONS_00012651 gene-CEP19_tGut +TCONS_00012652 gene-GAL3ST4_gGal +TCONS_00012653 gene-SUMO3_gGal-2 +TCONS_00012654 gene-SUMO3_gGal-1 +TCONS_00012655 gene-SLCO2A1_tGut +TCONS_00012657 gene-RYK_tGut +TCONS_00012656 gene-RYK_tGut +TCONS_00012659 gene-AMOTL2_tGut +TCONS_00012658 gene-AMOTL2_tGut +TCONS_00012662 gene-IGF2BP2_tGut +TCONS_00012661 gene-IGF2BP2_tGut +TCONS_00012660 gene-IGF2BP2_tGut +TCONS_00012663 gene-TRA2B_tGut +TCONS_00012664 gene-TRA2B_tGut +TCONS_00012665 gene-PFKL_tGut +TCONS_00012666 gene-DNAJB11_tGut +TCONS_00012667 gene-A4GNT_tGut +TCONS_00012668 gene-EPHB1_gGal +TCONS_00012670 gene-CEP63_tGut +TCONS_00012669 gene-CEP63_tGut +TCONS_00012671 gene-MAP3K13_tGut +TCONS_00012672 gene-MAP3K13_tGut +TCONS_00012673 gene-MAP3K13_tGut +TCONS_00012674 gene-MAP3K13_tGut +TCONS_00012675 gene-VPS8_tGut +TCONS_00012676 gene-ARMC8_tGut +TCONS_00012677 gene-ARMC8_tGut +TCONS_00012681 gene-ARMC8_tGut +TCONS_00012680 gene-ARMC8_tGut +TCONS_00012679 gene-ARMC8_tGut +TCONS_00012678 gene-ARMC8_tGut +TCONS_00012683 gene-DBR1_tGut +TCONS_00012682 gene-DBR1_tGut +TCONS_00012684 gene-MSL2_tGut +TCONS_00012685 gene-MSL2_tGut +TCONS_00012686 gene-STAG1_tGut +TCONS_00012687 gene-STAG1_tGut +TCONS_00012689 gene-STAG1_tGut +TCONS_00012688 gene-STAG1_tGut +TCONS_00012690 gene-SCLY_tGut +TCONS_00012691 gene-KCNJ13_tGut +TCONS_00012692 gene-NGEF_tGut +TCONS_00012693 gene-NGEF_tGut +TCONS_00012694 gene-NGEF_tGut +TCONS_00012695 gene-NGEF_tGut +TCONS_00012696 gene-IWS1_tGut +TCONS_00012697 gene-IWS1_tGut +TCONS_00012698 gene-IWS1_tGut +TCONS_00012699 gene-LIMS2_tGut +TCONS_00012700 gene-LIMS2_tGut +TCONS_00012701 gene-LIMS2_tGut +TCONS_00012702 gene-LIMS2_tGut +TCONS_00012703 gene-LOC107052138_gGal-1 +TCONS_00012704 gene-LOC121113478_gGal-like-8 +TCONS_00012707 gene-LOC112533192_gGal-like-5 +TCONS_00012706 gene-LOC121111599_gGal-like-12 +TCONS_00012705 gene-LOC121111599_gGal-like-12 +TCONS_00012708 gene-LOC121113478_gGal-like-2 +TCONS_00012711 gene-LOC112533192_gGal-like-2 +TCONS_00012710 gene-LOC121111599_gGal-like-13 +TCONS_00012709 gene-LOC121111599_gGal-like-13 +TCONS_00012712 gene-LOC121113478_gGal-like-5 +TCONS_00012715 gene-LOC112533192_gGal-like-4 +TCONS_00012714 gene-LOC121111599_gGal-like-10 +TCONS_00012713 gene-LOC121111599_gGal-like-10 +TCONS_00012716 gene-LOC121113478_gGal-like-10 +TCONS_00012719 gene-LOC112533192_gGal-like-6 +TCONS_00012718 gene-LOC121111599_gGal-like-9 +TCONS_00012717 gene-LOC121111599_gGal-like-9 +TCONS_00012720 gene-LOC107054158_gGal-like-5 +TCONS_00012721 gene-LOC121113478_gGal-like-11 +TCONS_00012722 gene-LOC121113478_gGal-like-11 +TCONS_00012725 gene-LOC112533192_gGal-like-14 +TCONS_00012724 gene-LOC121111599_gGal-like-8 +TCONS_00012723 gene-LOC121111599_gGal-like-8 +TCONS_00012726 gene-LOC107054158_gGal-like-8 +TCONS_00012729 gene-LOC112533192_gGal-like-7 +TCONS_00012728 gene-LOC121111599_gGal-like-6 +TCONS_00012727 gene-LOC121111599_gGal-like-6 +TCONS_00012730 gene-NDUFB11_gGal +TCONS_00012731 gene-FLRT1_gGal-3 +TCONS_00012732 gene-TRAPPC5_gGal-8 +TCONS_00012733 gene-ODF3B_tGut-like-1 +TCONS_00012734 gene-IMP4_tGut-2 +TCONS_00012735 gene-IMP4_tGut-2 +TCONS_00012736 gene-IMP4_tGut-2 +TCONS_00012737 gene-LOC115492167_tGut-1 +TCONS_00012738 gene-LOC115492167_tGut-1 +TCONS_00012739 gene-SYTL1_gGal-2 +TCONS_00012740 gene-LOC107050614_gGal-2 +TCONS_00012741 gene-LOC107050614_gGal-5 +TCONS_00012742 gene-PPP1R37_tGut-3 +TCONS_00012743 gene-PPP1R37_tGut-3 +TCONS_00012744 gene-LOC115491783_tGut-like-7 +TCONS_00012745 gene-LOC115493162_tGut-like-5 +TCONS_00012746 gene-VPS72_gGal-1 +TCONS_00012747 gene-CXXC1_tGut-like-1 +TCONS_00012748 gene-POU6F1_tGut-2 +TCONS_00012754 gene-NEURL4_tGut-like-2 +TCONS_00012749 gene-NEURL4_tGut-like-2 +TCONS_00012750 gene-NEURL4_tGut-like-2 +TCONS_00012751 gene-NEURL4_tGut-like-2 +TCONS_00012752 gene-NEURL4_tGut-like-2 +TCONS_00012753 gene-NEURL4_tGut-like-2 +TCONS_00012755 gene-NEURL4_tGut-like-2 +TCONS_00012756 gene-NEURL4_tGut-like-2 +TCONS_00012757 gene-ACADVL_tGut-2 +TCONS_00012758 gene-LOC107051813_gGal-like-17 +TCONS_00012759 gene-LOC777082_gGal-like-3 +TCONS_00012760 gene-LOC121470834_tGut-2 +TCONS_00012761 gene-LOC121470834_tGut-2 +TCONS_00012762 gene-SDHAF1_gGal-like-17 +TCONS_00012763 gene-PAQR5_tGut-3 +TCONS_00012764 gene-LOC121470834_tGut-2 +TCONS_00012765 gene-RUSF1_tGut-like-2 +TCONS_00012766 gene-MRPL49_gGal-like-3 +TCONS_00012767 gene-LOC121108859_gGal-like-19 +TCONS_00012768 gene-LOC121108859_gGal-like-7 +TCONS_00012769 gene-LOC116809220_tGut-like-35 +TCONS_00012770 gene-LOC121470802_tGut-like-33 +TCONS_00012771 gene-LOC124417357_gGal-like-20 +TCONS_00012772 gene-HOXC11_tGut-2 +TCONS_00012773 gene-LOC121470802_tGut-like-33 +TCONS_00012774 gene-GUCY2D_tGut +TCONS_00012775 gene-GMCL1_gGal-1 +TCONS_00012776 gene-LOC121108906_gGal-4 +TCONS_00012777 gene-LOC124417578_gGal-like-9 +TCONS_00012778 gene-LOC107049631_gGal-like-2 +TCONS_00012779 gene-LOC121468493_tGut-2 +TCONS_00012780 gene-LOC124417571_gGal +TCONS_00012781 gene-TRNP1_gGal-like-5 +TCONS_00012784 gene-CADM4_tGut-1 +TCONS_00012782 gene-TRAPPC5_tGut-like-23 +TCONS_00012783 gene-CADM4_tGut-1 +TCONS_00012785 gene-CADM4_tGut-1 +TCONS_00012786 gene-LYSMD1_gGal-6 +TCONS_00012787 gene-LOC121108903_gGal-like-4 +TCONS_00012788 gene-SDHAF1_gGal-like-14 +TCONS_00012789 gene-LOC121470806_tGut-8 +TCONS_00012790 gene-CADM4_tGut-1 +TCONS_00012792 gene-MBD2_tGut +TCONS_00012791 gene-MBD2_tGut +TCONS_00012793 gene-TRAPPC14_tGut-like-4 +TCONS_00012794 gene-NIT1_tGut-like-3 +TCONS_00012795 gene-TRAPPC14_tGut-like-4 +TCONS_00012796 gene-LOC112530182_gGal-like-16 +TCONS_00012797 gene-LOC121468390_tGut-like-2 +TCONS_00012798 gene-LOC121468390_tGut-like-2 +TCONS_00012799 gene-ATG101_gGal-3 +TCONS_00012800 gene-TAF6_tGut-like-4 +TCONS_00012801 gene-ACHE_tGut-1 +TCONS_00012802 gene-TRAPPC14_tGut-like-4 +TCONS_00012803 gene-TRAPPC14_tGut-like-4 +TCONS_00012804 gene-QPCTL_gGal-like-2 +TCONS_00012805 gene-ACHE_tGut-1 +TCONS_00012806 gene-NXNL1_tGut-9 +TCONS_00012807 gene-NDUFB7_tGut-like-2 +TCONS_00012808 gene-LIN7B_tGut-1 +TCONS_00012809 gene-LOC107050495_gGal-6 +TCONS_00012812 gene-BAZ2B_tGut +TCONS_00012814 gene-BAZ2B_tGut +TCONS_00012816 gene-BAZ2B_tGut +TCONS_00012818 gene-BAZ2B_tGut +TCONS_00012820 gene-BAZ2B_tGut +TCONS_00012821 gene-BAZ2B_tGut +TCONS_00012819 gene-BAZ2B_tGut +TCONS_00012817 gene-BAZ2B_tGut +TCONS_00012815 gene-BAZ2B_tGut +TCONS_00012813 gene-BAZ2B_tGut +TCONS_00012811 gene-BAZ2B_tGut +TCONS_00012810 gene-BAZ2B_tGut +TCONS_00012824 gene-BAZ2B_tGut +TCONS_00012826 gene-BAZ2B_tGut +TCONS_00012825 gene-BAZ2B_tGut +TCONS_00012823 gene-BAZ2B_tGut +TCONS_00012822 gene-BAZ2B_tGut +TCONS_00012827 gene-WDSUB1_tGut +TCONS_00012829 gene-CCDC148_tGut +TCONS_00012828 gene-CCDC148_tGut +TCONS_00012830 gene-ACVR1_tGut +TCONS_00012831 gene-ACVR1_tGut +TCONS_00012834 gene-ACVR1B_tGut-like-1 +TCONS_00012833 gene-ACVR1C_tGut-like-1 +TCONS_00012832 gene-ACVR1C_tGut-like-1 +TCONS_00012836 gene-ACVR1B_tGut-like-1 +TCONS_00012835 gene-ACVR1C_tGut-like-1 +TCONS_00012837 gene-ACVR1C_tGut-like-1 +TCONS_00012839 gene-CYTIP_gGal +TCONS_00012838 gene-CYTIP_gGal +TCONS_00012840 gene-ERMN_gGal +TCONS_00012842 gene-NR4A2_tGut +TCONS_00012841 gene-NR4A2_tGut +TCONS_00012843 gene-NR4A2_tGut +TCONS_00012844 gene-RPRM_tGut-2 +TCONS_00012847 gene-PRPF40A_tGut +TCONS_00012848 gene-PRPF40A_tGut +TCONS_00012846 gene-PRPF40A_tGut +TCONS_00012845 gene-PRPF40A_tGut +TCONS_00012850 gene-STAM2_tGut +TCONS_00012849 gene-STAM2_tGut +TCONS_00012851 gene-STAM2_tGut +TCONS_00012852 gene-CACNB4_tGut +TCONS_00012853 gene-CACNB4_tGut +TCONS_00012856 gene-CACNB4_tGut +TCONS_00012855 gene-CACNB4_tGut +TCONS_00012854 gene-CACNB4_tGut +TCONS_00012857 gene-CACNB4_tGut +TCONS_00012858 gene-ARL5A_tGut +TCONS_00012859 gene-ARL5A_tGut +TCONS_00012860 gene-NMI_tGut +TCONS_00012861 gene-RBM43_tGut +TCONS_00012862 gene-RND3_tGut +TCONS_00012863 gene-MMADHC_tGut +TCONS_00012864 gene-ORC4_tGut +TCONS_00012865 gene-ORC4_tGut +TCONS_00012866 gene-ZEB2_tGut +TCONS_00012867 gene-ZEB2_tGut +TCONS_00012868 gene-GTDC1_tGut +TCONS_00012869 gene-GTDC1_tGut +TCONS_00012870 gene-GTDC1_tGut +TCONS_00012873 gene-GTDC1_tGut +TCONS_00012872 gene-GTDC1_tGut +TCONS_00012871 gene-GTDC1_tGut +TCONS_00012874 gene-GTDC1_tGut +TCONS_00012875 gene-GTDC1_tGut +TCONS_00012876 gene-GTDC1_tGut +TCONS_00012878 gene-LOC101234197_tGut +TCONS_00012877 gene-LOC101234197_tGut +TCONS_00012879 gene-LOC101234197_tGut +TCONS_00012880 gene-LOC771515_gGal +TCONS_00012881 gene-NXPH2_tGut +TCONS_00012882 gene-CXCR4_tGut +TCONS_00012883 gene-DARS1_tGut +TCONS_00012884 gene-MCM6_tGut +TCONS_00012885 gene-LCT_tGut +TCONS_00012887 gene-ZRANB3_tGut +TCONS_00012886 gene-ZRANB3_tGut +TCONS_00012888 gene-MAP3K19_tGut +TCONS_00012891 gene-TMEM163_tGut +TCONS_00012892 gene-TMEM163_tGut +TCONS_00012890 gene-TMEM163_tGut +TCONS_00012889 gene-TMEM163_tGut +TCONS_00012894 gene-NCKAP5_gGal +TCONS_00012893 gene-NCKAP5_gGal +TCONS_00012896 gene-NCKAP5_gGal +TCONS_00012895 gene-NCKAP5_gGal +TCONS_00012898 gene-NCKAP5_gGal +TCONS_00012897 gene-NCKAP5_gGal +TCONS_00012902 gene-NCKAP5_gGal +TCONS_00012901 gene-NCKAP5_gGal +TCONS_00012900 gene-NCKAP5_gGal +TCONS_00012899 gene-NCKAP5_gGal +TCONS_00012903 gene-NCKAP5_gGal +TCONS_00012904 gene-NCKAP5_gGal +TCONS_00012905 gene-LYPD1_tGut +TCONS_00012906 gene-ACTR3_tGut +TCONS_00012907 gene-DPP10_tGut +TCONS_00012908 gene-DPP10_tGut +TCONS_00012909 gene-DPP10_tGut +TCONS_00012910 gene-DDX18_tGut +TCONS_00012911 gene-INSIG2_tGut +TCONS_00012912 gene-MARCO_tGut +TCONS_00012913 gene-STEAP3_tGut +TCONS_00012914 gene-STEAP3_tGut +TCONS_00012915 gene-DBI_tGut 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gene-RAPGEF4_tGut +TCONS_00013160 gene-RAPGEF4_tGut +TCONS_00013161 gene-RAPGEF4_tGut +TCONS_00013162 gene-RAPGEF4_tGut +TCONS_00013163 gene-RAPGEF4_tGut +TCONS_00013165 gene-MAP3K20_tGut +TCONS_00013164 gene-MAP3K20_tGut +TCONS_00013166 gene-MAP3K20_tGut +TCONS_00013167 gene-MAP3K20_tGut +TCONS_00013168 gene-CDCA7_tGut +TCONS_00013169 gene-CDCA7_tGut +TCONS_00013170 gene-SP9_tGut +TCONS_00013171 gene-SCRN3_tGut +TCONS_00013172 gene-LOC107053818_gGal +TCONS_00013173 gene-HOXD13_tGut +TCONS_00013174 gene-HOXD12_tGut +TCONS_00013175 gene-HOXD11_tGut +TCONS_00013176 gene-HOXD10_tGut +TCONS_00013177 gene-HOXD9_tGut +TCONS_00013178 gene-HOXD8_tGut +TCONS_00013179 gene-HOXD4_tGut +TCONS_00013180 gene-HOXD3_tGut +TCONS_00013181 gene-HOXD1_gGal +TCONS_00013182 gene-MTX2_tGut +TCONS_00013183 gene-MTX2_tGut +TCONS_00013186 gene-HNRNPA3_tGut +TCONS_00013187 gene-HNRNPA3_tGut +TCONS_00013185 gene-HNRNPA3_tGut +TCONS_00013184 gene-HNRNPA3_tGut +TCONS_00013188 gene-AGPS_tGut +TCONS_00013189 gene-AGPS_tGut +TCONS_00013190 gene-AGPS_tGut +TCONS_00013191 gene-PDE11A_tGut +TCONS_00013192 gene-RBM45_tGut +TCONS_00013195 gene-OSBPL6_tGut +TCONS_00013197 gene-OSBPL6_tGut +TCONS_00013198 gene-OSBPL6_tGut +TCONS_00013196 gene-OSBPL6_tGut +TCONS_00013194 gene-OSBPL6_tGut +TCONS_00013193 gene-OSBPL6_tGut +TCONS_00013199 gene-PJVK_tGut +TCONS_00013200 gene-PLEKHA3_tGut +TCONS_00013202 gene-UBE2E3_tGut +TCONS_00013201 gene-UBE2E3_tGut +TCONS_00013203 gene-UBE2E3_tGut +TCONS_00013204 gene-ITGA4_tGut +TCONS_00013205 gene-ITPRID2_tGut +TCONS_00013206 gene-ITPRID2_tGut +TCONS_00013207 gene-PPP1R1C_tGut +TCONS_00013208 gene-PPP1R1C_tGut +TCONS_00013209 gene-DNAJC10_tGut +TCONS_00013210 gene-IDH1_tGut +TCONS_00013211 gene-IDH1_tGut +TCONS_00013213 gene-NBEAL1_tGut +TCONS_00013212 gene-NBEAL1_tGut +TCONS_00013214 gene-NBEAL1_tGut +TCONS_00013215 gene-NBEAL1_tGut +TCONS_00013216 gene-CYP20A1_gGal +TCONS_00013219 gene-ABI2_tGut +TCONS_00013221 gene-ABI2_tGut +TCONS_00013223 gene-ABI2_tGut 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+TCONS_00013251 gene-CPO_tGut +TCONS_00013252 gene-CREB1_tGut +TCONS_00013253 gene-CREB1_tGut +TCONS_00013254 gene-CCNYL1_tGut +TCONS_00013255 gene-WDR12_tGut +TCONS_00013256 gene-SUMO1_tGut +TCONS_00013257 gene-ALS2_tGut +TCONS_00013258 gene-ALS2_tGut +TCONS_00013261 gene-MPP4_gGal +TCONS_00013260 gene-MPP4_gGal +TCONS_00013259 gene-MPP4_gGal +TCONS_00013262 gene-TMEM237_tGut +TCONS_00013263 gene-TMEM237_tGut +TCONS_00013264 gene-TMEM237_tGut +TCONS_00013266 gene-TRAK2_tGut +TCONS_00013265 gene-TRAK2_tGut +TCONS_00013267 gene-TRAK2_tGut +TCONS_00013268 gene-TRAK2_tGut +TCONS_00013270 gene-FAM126B_tGut +TCONS_00013269 gene-FAM126B_tGut +TCONS_00013272 gene-ORC2_tGut +TCONS_00013271 gene-ORC2_tGut +TCONS_00013273 gene-PPIL3_tGut +TCONS_00013274 gene-KCTD18_gGal +TCONS_00013275 gene-KCTD18_gGal +TCONS_00013276 gene-TYW5_tGut +TCONS_00013277 gene-TYW5_tGut +TCONS_00013278 gene-SATB2_tGut +TCONS_00013279 gene-RFTN2_tGut-2 +TCONS_00013280 gene-RFTN2_tGut-2 +TCONS_00013281 gene-RFTN2_tGut-2 +TCONS_00013282 gene-HSPD1_tGut +TCONS_00013283 gene-SF3B1_tGut +TCONS_00013284 gene-SF3B1_tGut +TCONS_00013285 gene-ANKRD44_tGut +TCONS_00013289 gene-ANKRD44_tGut +TCONS_00013288 gene-ANKRD44_tGut +TCONS_00013287 gene-ANKRD44_tGut +TCONS_00013286 gene-ANKRD44_tGut +TCONS_00013291 gene-ANKRD44_tGut +TCONS_00013290 gene-ANKRD44_tGut +TCONS_00013292 gene-ANKRD44_tGut +TCONS_00013293 gene-PGAP1_gGal +TCONS_00013294 gene-PGAP1_gGal +TCONS_00013295 gene-C7H2orf66_tGut +TCONS_00013296 gene-GTF3C3_tGut +TCONS_00013297 gene-GTF3C3_tGut +TCONS_00013298 gene-GTF3C3_tGut +TCONS_00013299 gene-GTF3C3_tGut +TCONS_00013300 gene-HECW2_tGut +TCONS_00013301 gene-HECW2_tGut +TCONS_00013302 gene-STK17B_tGut +TCONS_00013303 gene-STK17B_tGut +TCONS_00013304 gene-TMEFF2_tGut +TCONS_00013305 gene-CAVIN2_tGut +TCONS_00013306 gene-TSSK6_gGal +TCONS_00013307 gene-STAT4_tGut +TCONS_00013308 gene-STAT1_tGut +TCONS_00013310 gene-NEMP2_tGut +TCONS_00013309 gene-NEMP2_tGut +TCONS_00013311 gene-HIBCH_tGut +TCONS_00013313 gene-HIBCH_tGut +TCONS_00013312 gene-HIBCH_tGut +TCONS_00013314 gene-HIBCH_tGut +TCONS_00013315 gene-MSTN_tGut +TCONS_00013316 gene-ORMDL1_tGut +TCONS_00013317 gene-OSGEPL1_tGut +TCONS_00013318 gene-OSGEPL1_tGut +TCONS_00013319 gene-SLC40A1_tGut +TCONS_00013320 gene-SLC40A1_tGut +TCONS_00013321 gene-TFPI_tGut +TCONS_00013322 gene-TFPI_tGut +TCONS_00013323 gene-TFPI_tGut +TCONS_00013324 gene-CALCRL_tGut +TCONS_00013326 gene-ITGB2_tGut +TCONS_00013325 gene-ITGB2_tGut +TCONS_00013327 gene-PCNT_tGut +TCONS_00013328 gene-PCNT_tGut +TCONS_00013333 gene-PCNT_tGut +TCONS_00013335 gene-PCNT_tGut +TCONS_00013337 gene-PCNT_tGut +TCONS_00013339 gene-PCNT_tGut +TCONS_00013341 gene-PCNT_tGut +TCONS_00013340 gene-PCNT_tGut +TCONS_00013338 gene-PCNT_tGut +TCONS_00013336 gene-PCNT_tGut +TCONS_00013334 gene-PCNT_tGut +TCONS_00013332 gene-PCNT_tGut +TCONS_00013331 gene-PCNT_tGut +TCONS_00013330 gene-PCNT_tGut +TCONS_00013329 gene-PCNT_tGut +TCONS_00013342 gene-PCNT_tGut +TCONS_00013344 gene-PCNT_tGut +TCONS_00013343 gene-PCNT_tGut +TCONS_00013346 gene-DIP2A_tGut +TCONS_00013345 gene-DIP2A_tGut +TCONS_00013347 gene-DIP2A_tGut +TCONS_00013348 gene-LSS_tGut +TCONS_00013349 gene-DUSP19_tGut +TCONS_00013350 gene-NUP35_tGut +TCONS_00013351 gene-RPE_tGut +TCONS_00013352 gene-RPE_tGut +TCONS_00013353 gene-CPS1_tGut +TCONS_00013354 gene-CPS1_tGut +TCONS_00013355 gene-CPS1_tGut +TCONS_00013356 gene-CPS1_tGut +TCONS_00013357 gene-CPS1_tGut +TCONS_00013358 gene-CPS1_tGut +TCONS_00013359 gene-SPAG16_tGut +TCONS_00013360 gene-SPAG16_tGut +TCONS_00013361 gene-VWC2L_tGut +TCONS_00013362 gene-VWC2L_tGut +TCONS_00013364 gene-ATIC_tGut +TCONS_00013363 gene-ATIC_tGut +TCONS_00013365 gene-LOC100231735_tGut +TCONS_00013366 gene-LOC115495912_tGut +TCONS_00013367 gene-UBE2F_tGut +TCONS_00013368 gene-UBE2F_tGut +TCONS_00013369 gene-UBE2F_tGut +TCONS_00013370 gene-UBE2F_tGut +TCONS_00013371 gene-UBE2F_tGut +TCONS_00013372 gene-RAB17_tGut +TCONS_00013373 gene-RAB17_tGut +TCONS_00013376 gene-COL6A3_tGut +TCONS_00013378 gene-COL6A3_tGut +TCONS_00013380 gene-COL6A3_tGut +TCONS_00013382 gene-COL6A3_tGut +TCONS_00013381 gene-COL6A3_tGut +TCONS_00013379 gene-COL6A3_tGut +TCONS_00013377 gene-COL6A3_tGut +TCONS_00013375 gene-COL6A3_tGut +TCONS_00013374 gene-COL6A3_tGut +TCONS_00013383 gene-IQCA1_tGut +TCONS_00013384 gene-ASB18_gGal +TCONS_00013385 gene-GBX2_tGut +TCONS_00013386 gene-TRPM8_tGut +TCONS_00013387 gene-SPP2_tGut +TCONS_00013388 gene-SH3BP4_tGut +TCONS_00013389 gene-USP40_tGut +TCONS_00013390 gene-USP40_tGut +TCONS_00013392 gene-TRAF3IP1_tGut +TCONS_00013391 gene-TRAF3IP1_tGut +TCONS_00013393 gene-TRAF3IP1_tGut +TCONS_00013394 gene-ASB1_tGut +TCONS_00013395 gene-LOC115495898_tGut +TCONS_00013396 gene-TWIST2_tGut +TCONS_00013397 gene-AHR2_gGal +TCONS_00013399 gene-AHR2_gGal +TCONS_00013398 gene-AHR2_gGal +TCONS_00013400 gene-AHR2_gGal +TCONS_00013401 gene-AHR2_gGal +TCONS_00013403 gene-AHR1B_gGal +TCONS_00013402 gene-AHR1B_gGal +TCONS_00013404 gene-AHR1B_gGal +TCONS_00013405 gene-COL18A1_tGut +TCONS_00013406 gene-COL18A1_tGut +TCONS_00013407 gene-PCBP3_tGut +TCONS_00013411 gene-PCBP3_tGut +TCONS_00013410 gene-PCBP3_tGut +TCONS_00013409 gene-PCBP3_tGut +TCONS_00013408 gene-PCBP3_tGut +TCONS_00013412 gene-PCBP3_tGut +TCONS_00013416 gene-PCBP3_tGut +TCONS_00013417 gene-PCBP3_tGut +TCONS_00013419 gene-PCBP3_tGut +TCONS_00013418 gene-PCBP3_tGut +TCONS_00013415 gene-PCBP3_tGut +TCONS_00013414 gene-PCBP3_tGut +TCONS_00013413 gene-PCBP3_tGut +TCONS_00013425 gene-PCBP3_tGut +TCONS_00013426 gene-PCBP3_tGut +TCONS_00013423 gene-PCBP3_tGut +TCONS_00013424 gene-PCBP3_tGut +TCONS_00013422 gene-PCBP3_tGut +TCONS_00013421 gene-PCBP3_tGut +TCONS_00013420 gene-PCBP3_tGut +TCONS_00013427 gene-COL6A1_tGut +TCONS_00013428 gene-COL6A1_tGut +TCONS_00013429 gene-COL6A2_tGut +TCONS_00013430 gene-COL6A2_tGut +TCONS_00013432 gene-YBEY_tGut +TCONS_00013431 gene-YBEY_tGut +TCONS_00013433 gene-YBEY_tGut +TCONS_00013434 gene-POFUT2_tGut +TCONS_00013435 gene-TBL2_gGal-1 +TCONS_00013437 gene-BCL7B_gGal-2 +TCONS_00013436 gene-BCL7B_gGal-2 +TCONS_00013440 gene-MARCHF7_tGut +TCONS_00013442 gene-MARCHF7_tGut +TCONS_00013443 gene-MARCHF7_tGut +TCONS_00013441 gene-MARCHF7_tGut +TCONS_00013439 gene-MARCHF7_tGut +TCONS_00013438 gene-MARCHF7_tGut +TCONS_00013447 gene-MARCHF7_tGut +TCONS_00013448 gene-MARCHF7_tGut +TCONS_00013446 gene-MARCHF7_tGut +TCONS_00013445 gene-MARCHF7_tGut +TCONS_00013444 gene-MARCHF7_tGut +TCONS_00013451 gene-MARCHF7_tGut +TCONS_00013450 gene-MARCHF7_tGut +TCONS_00013449 gene-MARCHF7_tGut +TCONS_00013452 gene-MARCHF7_tGut +TCONS_00013453 gene-TANC1_tGut +TCONS_00013454 gene-TANC1_tGut +TCONS_00013455 gene-TANC1_tGut +TCONS_00013457 gene-TANC1_tGut +TCONS_00013456 gene-TANC1_tGut +TCONS_00013458 gene-PKP4_tGut +TCONS_00013459 gene-PKP4_tGut +TCONS_00013462 gene-PKP4_tGut +TCONS_00013461 gene-PKP4_tGut +TCONS_00013460 gene-PKP4_tGut +TCONS_00013463 gene-UPP2_tGut +TCONS_00013464 gene-UPP2_tGut +TCONS_00013465 gene-GALNT5_tGut +TCONS_00013466 gene-GPD2_tGut-2 +TCONS_00013467 gene-GPD2_tGut-2 +TCONS_00013468 gene-KCNJ3_tGut +TCONS_00013469 gene-GALNT13_tGut +TCONS_00013470 gene-GALNT13_tGut +TCONS_00013471 gene-GALNT13_tGut +TCONS_00013473 gene-FMNL2_tGut +TCONS_00013472 gene-FMNL2_tGut +TCONS_00013474 gene-FMNL2_tGut +TCONS_00013475 gene-FMNL2_tGut +TCONS_00013477 gene-FMNL2_tGut +TCONS_00013476 gene-FMNL2_tGut +TCONS_00013479 gene-FMNL2_tGut +TCONS_00013478 gene-FMNL2_tGut +TCONS_00013481 gene-RIF1_tGut +TCONS_00013480 gene-RIF1_tGut +TCONS_00013482 gene-TNFAIP6_tGut +TCONS_00013483 gene-LYPD6_tGut +TCONS_00013484 gene-LYPD6B_tGut +TCONS_00013485 gene-KIF5C_tGut +TCONS_00013486 gene-EPC2_tGut +TCONS_00013487 gene-EPC2_tGut +TCONS_00013488 gene-EPC2_tGut +TCONS_00013489 gene-EPC2_tGut +TCONS_00013492 gene-MBD5_tGut +TCONS_00013493 gene-MBD5_tGut +TCONS_00013491 gene-MBD5_tGut +TCONS_00013490 gene-MBD5_tGut +TCONS_00013495 gene-ACVR2A_tGut +TCONS_00013494 gene-ACVR2A_tGut +TCONS_00013496 gene-ARHGAP15_tGut +TCONS_00013497 gene-ARHGAP15_tGut +TCONS_00013499 gene-ARHGAP15_tGut +TCONS_00013498 gene-ARHGAP15_tGut +TCONS_00013501 gene-KYNU_tGut +TCONS_00013500 gene-KYNU_tGut +TCONS_00013503 gene-KYNU_tGut +TCONS_00013502 gene-KYNU_tGut +TCONS_00013504 gene-KYNU_tGut +TCONS_00013505 gene-SPOPL_tGut +TCONS_00013506 gene-HNMT_gGal +TCONS_00013507 gene-HNMT_gGal +TCONS_00013508 gene-LOC100230949_tGut +TCONS_00013509 gene-LOC100230949_tGut +TCONS_00013510 gene-UBXN4_tGut +TCONS_00013512 gene-UBXN4_tGut +TCONS_00013511 gene-UBXN4_tGut +TCONS_00013515 gene-R3HDM1_tGut +TCONS_00013517 gene-R3HDM1_tGut +TCONS_00013519 gene-R3HDM1_tGut +TCONS_00013521 gene-R3HDM1_tGut +TCONS_00013523 gene-R3HDM1_tGut +TCONS_00013525 gene-R3HDM1_tGut +TCONS_00013526 gene-R3HDM1_tGut +TCONS_00013524 gene-R3HDM1_tGut +TCONS_00013522 gene-R3HDM1_tGut +TCONS_00013520 gene-R3HDM1_tGut +TCONS_00013518 gene-R3HDM1_tGut +TCONS_00013516 gene-R3HDM1_tGut +TCONS_00013514 gene-R3HDM1_tGut +TCONS_00013513 gene-R3HDM1_tGut +TCONS_00013528 gene-RAB3GAP1_tGut +TCONS_00013527 gene-RAB3GAP1_tGut +TCONS_00013529 gene-RAB3GAP1_tGut +TCONS_00013530 gene-CCNT2_tGut +TCONS_00013531 gene-CCNT2_tGut +TCONS_00013533 gene-CCNT2_tGut +TCONS_00013532 gene-CCNT2_tGut +TCONS_00013534 gene-CCNT2_tGut +TCONS_00013535 gene-ACMSD_tGut +TCONS_00013536 gene-ACMSD_tGut +TCONS_00013537 gene-ACMSD_tGut +TCONS_00013538 gene-MGAT5_tGut +TCONS_00013539 gene-LOC112532824_gGal +TCONS_00013540 gene-GPR39_tGut +TCONS_00013541 gene-SLC35F5_tGut +TCONS_00013542 gene-CCDC93_tGut +TCONS_00013543 gene-CCDC93_tGut +TCONS_00013544 gene-CCDC93_tGut +TCONS_00013545 gene-EN1_tGut +TCONS_00013546 gene-C1QL2_tGut +TCONS_00013547 gene-C7H2orf76_tGut +TCONS_00013549 gene-SCTR_gGal +TCONS_00013548 gene-SCTR_gGal +TCONS_00013550 gene-CEP70_gGal +TCONS_00013551 gene-CEP70_gGal +TCONS_00013552 gene-PARP9_tGut +TCONS_00013553 gene-PARP9_tGut +TCONS_00013554 gene-GPD1L2_gGal +TCONS_00013555 gene-GPD1L2_gGal +TCONS_00013557 gene-TGFBR2L_gGal +TCONS_00013556 gene-TGFBR2L_gGal +TCONS_00013558 gene-UMPS_tGut +TCONS_00013559 gene-SEC22A_tGut +TCONS_00013560 gene-PDIA5_tGut +TCONS_00013561 gene-SLC49A4_tGut +TCONS_00013562 gene-SLC15A2_tGut +TCONS_00013563 gene-SLC15A2_tGut +TCONS_00013564 gene-SLC15A2_tGut +TCONS_00013565 gene-SLC15A2_tGut +TCONS_00013566 gene-SLC15A2_tGut +TCONS_00013567 gene-SLC15A2_tGut +TCONS_00013568 gene-EAF2_tGut +TCONS_00013569 gene-EAF2_tGut +TCONS_00013570 gene-TSN_tGut +TCONS_00013571 gene-GLI2_tGut +TCONS_00013572 gene-GLI2_tGut +TCONS_00013575 gene-GLI2_tGut +TCONS_00013574 gene-GLI2_tGut +TCONS_00013573 gene-GLI2_tGut +TCONS_00013576 gene-GLI2_tGut +TCONS_00013577 gene-INHBB_tGut +TCONS_00013578 gene-RALB_tGut +TCONS_00013581 gene-EPB41L5_tGut +TCONS_00013582 gene-EPB41L5_tGut +TCONS_00013580 gene-EPB41L5_tGut +TCONS_00013579 gene-EPB41L5_tGut +TCONS_00013583 gene-PTPN4_tGut +TCONS_00013584 gene-PTPN4_tGut +TCONS_00013585 gene-PTPN4_tGut +TCONS_00013586 gene-TMEM177_tGut +TCONS_00013587 gene-MRAS_tGut +TCONS_00013588 gene-BIN1_tGut +TCONS_00013592 gene-BIN1_tGut +TCONS_00013594 gene-BIN1_tGut +TCONS_00013596 gene-BIN1_tGut +TCONS_00013598 gene-BIN1_tGut +TCONS_00013600 gene-BIN1_tGut +TCONS_00013602 gene-BIN1_tGut +TCONS_00013604 gene-BIN1_tGut +TCONS_00013606 gene-BIN1_tGut +TCONS_00013608 gene-BIN1_tGut +TCONS_00013610 gene-BIN1_tGut +TCONS_00013612 gene-BIN1_tGut +TCONS_00013614 gene-BIN1_tGut +TCONS_00013616 gene-BIN1_tGut +TCONS_00013615 gene-BIN1_tGut +TCONS_00013613 gene-BIN1_tGut +TCONS_00013611 gene-BIN1_tGut +TCONS_00013609 gene-BIN1_tGut +TCONS_00013607 gene-BIN1_tGut +TCONS_00013605 gene-BIN1_tGut +TCONS_00013603 gene-BIN1_tGut +TCONS_00013601 gene-BIN1_tGut +TCONS_00013599 gene-BIN1_tGut +TCONS_00013597 gene-BIN1_tGut +TCONS_00013595 gene-BIN1_tGut +TCONS_00013593 gene-BIN1_tGut +TCONS_00013591 gene-BIN1_tGut +TCONS_00013590 gene-BIN1_tGut +TCONS_00013589 gene-BIN1_tGut +TCONS_00013618 gene-CYP27C1_gGal +TCONS_00013617 gene-CYP27C1_gGal +TCONS_00013619 gene-ERCC3_tGut +TCONS_00013620 gene-MAP3K2_tGut +TCONS_00013621 gene-MAP3K2_tGut +TCONS_00013622 gene-PECR_gGal +TCONS_00013623 gene-PECR_gGal +TCONS_00013624 gene-PECR_gGal +TCONS_00013625 gene-MARCHF4_tGut +TCONS_00013626 gene-IGFBP5_tGut +TCONS_00013627 gene-TNS1_tGut +TCONS_00013629 gene-TNS1_tGut +TCONS_00013628 gene-TNS1_tGut +TCONS_00013635 gene-TNS1_tGut +TCONS_00013637 gene-TNS1_tGut +TCONS_00013636 gene-TNS1_tGut +TCONS_00013634 gene-TNS1_tGut +TCONS_00013632 gene-TNS1_tGut +TCONS_00013633 gene-TNS1_tGut +TCONS_00013631 gene-TNS1_tGut +TCONS_00013630 gene-TNS1_tGut +TCONS_00013640 gene-TNS1_tGut +TCONS_00013641 gene-TNS1_tGut +TCONS_00013639 gene-TNS1_tGut +TCONS_00013638 gene-TNS1_tGut +TCONS_00013642 gene-TNS1_tGut +TCONS_00013644 gene-TNS1_tGut +TCONS_00013643 gene-TNS1_tGut +TCONS_00013645 gene-CXCR1_gGal +TCONS_00013646 gene-AAMP_gGal +TCONS_00013647 gene-AAMP_gGal +TCONS_00013648 gene-TMBIM1_tGut-like-1 +TCONS_00013649 gene-USP37_tGut +TCONS_00013650 gene-USP37_tGut +TCONS_00013652 gene-ZNF142_tGut +TCONS_00013651 gene-ZNF142_tGut +TCONS_00013653 gene-ZNF142_tGut +TCONS_00013654 gene-ZNF142_tGut +TCONS_00013655 gene-RNF25_tGut +TCONS_00013656 gene-CYP27A1_gGal +TCONS_00013657 gene-FEV_gGal +TCONS_00013658 gene-FEV_gGal +TCONS_00013659 gene-CRYBA2_tGut +TCONS_00013660 gene-CFAP65_tGut +TCONS_00013662 gene-CFAP65_tGut +TCONS_00013661 gene-CFAP65_tGut +TCONS_00013663 gene-CFAP65_tGut +TCONS_00013664 gene-MNR2_gGal +TCONS_00013665 gene-IHH_tGut +TCONS_00013666 gene-NHEJ1_tGut +TCONS_00013669 gene-SLC23A3_tGut +TCONS_00013668 gene-SLC23A3_tGut +TCONS_00013667 gene-SLC23A3_tGut +TCONS_00013670 gene-CNPPD1_tGut +TCONS_00013671 gene-ABCB6_tGut +TCONS_00013672 gene-ATG9A_tGut +TCONS_00013673 gene-GLB1L_tGut +TCONS_00013674 gene-GLB1L_tGut +TCONS_00013675 gene-TUB4A_gGal-like-1 +TCONS_00013676 gene-TUB4A_gGal-like-1 +TCONS_00013677 gene-TUBA4AL_gGal +TCONS_00013678 gene-PTPRN_tGut +TCONS_00013679 gene-PTPRN_tGut +TCONS_00013681 gene-DNPEP_gGal +TCONS_00013680 gene-DNPEP_gGal +TCONS_00013682 gene-LOC115495947_tGut +TCONS_00013683 gene-CHPF_tGut +TCONS_00013684 gene-OBSL1_tGut +TCONS_00013685 gene-LOC100219825_tGut +TCONS_00013686 gene-STK11IP_gGal +TCONS_00013687 gene-LOC124418116_gGal +TCONS_00013688 gene-LY75_tGut +TCONS_00013689 gene-LY75_tGut +TCONS_00013691 gene-PLA2R1_tGut +TCONS_00013690 gene-PLA2R1_tGut +TCONS_00013692 gene-ITGB6_tGut +TCONS_00013693 gene-ITGB6_tGut +TCONS_00013694 gene-RBMS1_tGut +TCONS_00013696 gene-RBMS1_tGut +TCONS_00013695 gene-RBMS1_tGut +TCONS_00013698 gene-RBMS1_tGut +TCONS_00013697 gene-RBMS1_tGut +TCONS_00013699 gene-RBMS1_tGut +TCONS_00013700 gene-DPP4_gGal +TCONS_00013701 gene-DPP4_gGal +TCONS_00013702 gene-GCG_tGut +TCONS_00013703 gene-FAP_gGal +TCONS_00013704 gene-FAP_gGal +TCONS_00013705 gene-IFIH1_tGut +TCONS_00013706 gene-KCNH7_tGut +TCONS_00013707 gene-KCNH7_tGut +TCONS_00013710 gene-KCNH7_tGut +TCONS_00013709 gene-KCNH7_tGut +TCONS_00013708 gene-KCNH7_tGut +TCONS_00013711 gene-FIGN_tGut +TCONS_00013712 gene-FIGN_tGut +TCONS_00013713 gene-FIGN_tGut +TCONS_00013714 gene-GRB14_tGut +TCONS_00013715 gene-GRB14_tGut +TCONS_00013716 gene-GRB14_tGut +TCONS_00013718 gene-GRB14_tGut +TCONS_00013717 gene-GRB14_tGut +TCONS_00013719 gene-COBLL1_tGut +TCONS_00013720 gene-COBLL1_tGut +TCONS_00013721 gene-SLC38A11_tGut +TCONS_00013722 gene-SLC38A11_tGut +TCONS_00013723 gene-SLC38A11_tGut +TCONS_00013724 gene-SLC38A11_tGut +TCONS_00013725 gene-SCN3A_gGal +TCONS_00013727 gene-SCN3A_gGal +TCONS_00013726 gene-SCN3A_gGal +TCONS_00013728 gene-GALNT3_tGut +TCONS_00013729 gene-GALNT3_tGut +TCONS_00013730 gene-TTC21B_tGut +TCONS_00013731 gene-TTC21B_tGut +TCONS_00013732 gene-TTC21B_tGut +TCONS_00013733 gene-TTC21B_tGut +TCONS_00013734 gene-SCN1A_gGal +TCONS_00013735 gene-SCN1A_gGal +TCONS_00013739 gene-SCN1A_gGal +TCONS_00013738 gene-SCN1A_gGal +TCONS_00013737 gene-SCN1A_gGal +TCONS_00013736 gene-SCN1A_gGal +TCONS_00013741 gene-SCN9A_gGal +TCONS_00013740 gene-SCN9A_gGal +TCONS_00013742 gene-STK39_tGut +TCONS_00013743 gene-STK39_tGut +TCONS_00013744 gene-STK39_tGut +TCONS_00013746 gene-SPC25_tGut +TCONS_00013745 gene-SPC25_tGut +TCONS_00013747 gene-LRP2_tGut +TCONS_00013751 gene-LRP2_tGut +TCONS_00013753 gene-LRP2_tGut +TCONS_00013752 gene-LRP2_tGut +TCONS_00013750 gene-LRP2_tGut +TCONS_00013749 gene-LRP2_tGut +TCONS_00013748 gene-LRP2_tGut +TCONS_00013754 gene-FASTKD1_tGut +TCONS_00013755 gene-FASTKD1_tGut +TCONS_00013756 gene-FASTKD1_tGut +TCONS_00013757 gene-CCDC173_tGut +TCONS_00013759 gene-CCDC173_tGut +TCONS_00013758 gene-CCDC173_tGut +TCONS_00013760 gene-METTL5_tGut +TCONS_00013761 gene-METTL5_tGut +TCONS_00013762 gene-TLK1_tGut +TCONS_00013763 gene-TLK1_tGut +TCONS_00013764 gene-TLK1_tGut +TCONS_00013765 gene-TLK1_tGut +TCONS_00013767 gene-METTL8_tGut +TCONS_00013766 gene-METTL8_tGut +TCONS_00013768 gene-METTL8_tGut +TCONS_00013770 gene-METTL8_tGut +TCONS_00013769 gene-METTL8_tGut +TCONS_00013771 gene-SLC25A12_tGut +TCONS_00013772 gene-SLC25A12_tGut +TCONS_00013773 gene-SLC25A12_tGut +TCONS_00013774 gene-SLC25A12_tGut +TCONS_00013775 gene-SLC25A12_tGut +TCONS_00013776 gene-DLX2_tGut +TCONS_00013778 gene-PPP1R19L_gGal +TCONS_00013777 gene-PPP1R19L_gGal +TCONS_00013779 gene-SP3_tGut +TCONS_00013781 gene-SP3_tGut +TCONS_00013780 gene-SP3_tGut +TCONS_00013783 gene-SP3_tGut +TCONS_00013782 gene-SP3_tGut +TCONS_00013784 gene-OLA1_tGut +TCONS_00013785 gene-CIR1_tGut +TCONS_00013786 gene-GPR155_tGut +TCONS_00013787 gene-GPR155_tGut +TCONS_00013788 gene-GPR155_tGut +TCONS_00013789 gene-WIPF1_tGut +TCONS_00013790 gene-CHRNA1_tGut +TCONS_00013791 gene-CHRNA1_tGut +TCONS_00013792 gene-CHN1_tGut +TCONS_00013794 gene-CHN1_tGut +TCONS_00013793 gene-CHN1_tGut +TCONS_00013795 gene-ATF2_tGut +TCONS_00013796 gene-ATF2_tGut +TCONS_00013797 gene-ATF2_tGut +TCONS_00013799 gene-ATF2_tGut +TCONS_00013798 gene-ATF2_tGut +TCONS_00013801 gene-ATP5MC3_tGut +TCONS_00013800 gene-ATP5MC3_tGut +TCONS_00013802 gene-LNPK_tGut +TCONS_00013803 gene-LNPK_tGut +TCONS_00013804 gene-LNPK_tGut +TCONS_00013805 gene-EVX2_tGut +TCONS_00013806 gene-NFE2L2_tGut +TCONS_00013807 gene-NFE2L2_tGut +TCONS_00013808 gene-NFE2L2_tGut +TCONS_00013809 gene-NFE2L2_tGut +TCONS_00013810 gene-TTC30B_gGal +TCONS_00013811 gene-PDE11A_tGut +TCONS_00013812 gene-PDE11A_tGut +TCONS_00013813 gene-PDE11A_tGut +TCONS_00013814 gene-FKBP7_tGut +TCONS_00013815 gene-LOC121113381_gGal-2 +TCONS_00013816 gene-LOC121113381_gGal-1 +TCONS_00013817 gene-LOC124418098_gGal +TCONS_00013818 gene-CCDC141_tGut +TCONS_00013820 gene-SESTD1_tGut +TCONS_00013819 gene-SESTD1_tGut +TCONS_00013822 gene-ZNF385B_tGut +TCONS_00013821 gene-ZNF385B_tGut +TCONS_00013824 gene-ZNF385B_tGut +TCONS_00013823 gene-ZNF385B_tGut +TCONS_00013825 gene-CWC22_tGut +TCONS_00013826 gene-CERKL_tGut +TCONS_00013830 gene-CERKL_tGut +TCONS_00013829 gene-CERKL_tGut +TCONS_00013828 gene-CERKL_tGut +TCONS_00013827 gene-CERKL_tGut +TCONS_00013831 gene-NEUROD1_tGut +TCONS_00013832 gene-PDE1A_gGal +TCONS_00013834 gene-PDE1A_gGal +TCONS_00013833 gene-PDE1A_gGal +TCONS_00013835 gene-PDE1A_gGal +TCONS_00013836 gene-PIKFYVE_tGut +TCONS_00013840 gene-PIKFYVE_tGut +TCONS_00013839 gene-PIKFYVE_tGut +TCONS_00013838 gene-PIKFYVE_tGut +TCONS_00013837 gene-PIKFYVE_tGut +TCONS_00013841 gene-LOC101233194_tGut +TCONS_00013842 gene-LOC100190105_tGut +TCONS_00013844 gene-RAPH1_tGut +TCONS_00013843 gene-RAPH1_tGut +TCONS_00013845 gene-INO80D_tGut +TCONS_00013846 gene-INO80D_tGut +TCONS_00013847 gene-NDUFS1_tGut +TCONS_00013848 gene-CMKLR2_tGut +TCONS_00013849 gene-MDH1B_tGut +TCONS_00013851 gene-MDH1B_tGut +TCONS_00013850 gene-MDH1B_tGut +TCONS_00013852 gene-KLF7_tGut +TCONS_00013853 gene-KLF7_tGut +TCONS_00013854 gene-METTL21A_tGut +TCONS_00013855 gene-PLEKHM3_tGut +TCONS_00013857 gene-PLEKHM3_tGut +TCONS_00013856 gene-FZD5_tGut +TCONS_00013858 gene-CARF_tGut +TCONS_00013859 gene-CARF_tGut +TCONS_00013860 gene-CARF_tGut +TCONS_00013861 gene-FAM117B_tGut +TCONS_00013862 gene-BMPR2_tGut +TCONS_00013863 gene-BMPR2_tGut +TCONS_00013864 gene-LOC121470298_tGut +TCONS_00013865 gene-NOP58_tGut +TCONS_00013866 gene-FZD7_tGut +TCONS_00013867 gene-CDK15_gGal +TCONS_00013868 gene-CDK15_gGal +TCONS_00013869 gene-CDK15_gGal +TCONS_00013870 gene-STRADB_tGut +TCONS_00013872 gene-STRADB_tGut +TCONS_00013871 gene-STRADB_tGut +TCONS_00013873 gene-STRADB_tGut +TCONS_00013874 gene-CASP18_gGal +TCONS_00013875 gene-CASP10_gGal +TCONS_00013876 gene-CFLAR_gGal +TCONS_00013877 gene-NDUFB3_tGut +TCONS_00013878 gene-NIF3L1_tGut +TCONS_00013879 gene-BZW1_tGut +TCONS_00013880 gene-BZW1_tGut +TCONS_00013881 gene-AOX1_tGut +TCONS_00013882 gene-AOX1_tGut +TCONS_00013883 gene-AOX1_tGut +TCONS_00013884 gene-AOX1_tGut +TCONS_00013885 gene-AOX1_tGut +TCONS_00013886 gene-SGO2_tGut +TCONS_00013887 gene-SGO2_tGut +TCONS_00013891 gene-SGO2_tGut +TCONS_00013890 gene-SGO2_tGut +TCONS_00013889 gene-SGO2_tGut +TCONS_00013888 gene-SGO2_tGut +TCONS_00013892 gene-SPATS2L_tGut +TCONS_00013893 gene-SPATS2L_tGut +TCONS_00013894 gene-SPATS2L_tGut +TCONS_00013895 gene-MAIP1_tGut +TCONS_00013896 gene-C7H2orf69_tGut +TCONS_00013897 gene-PLCL1_tGut +TCONS_00013898 gene-PLCL1_tGut +TCONS_00013899 gene-MOB4_gGal +TCONS_00013900 gene-HSPE1_tGut +TCONS_00013901 gene-COQ10B_tGut +TCONS_00013902 gene-LOC100229685_tGut +TCONS_00013904 gene-SLC39A10_tGut +TCONS_00013903 gene-SLC39A10_tGut +TCONS_00013905 gene-SLC39A10_tGut +TCONS_00013906 gene-NABP1_tGut +TCONS_00013907 gene-MYO1B_tGut +TCONS_00013911 gene-MYO1B_tGut +TCONS_00013912 gene-MYO1B_tGut +TCONS_00013910 gene-MYO1B_tGut +TCONS_00013909 gene-MYO1B_tGut +TCONS_00013908 gene-MYO1B_tGut +TCONS_00013920 gene-MYO1B_tGut +TCONS_00013916 gene-MYO1B_tGut +TCONS_00013917 gene-MYO1B_tGut +TCONS_00013919 gene-MYO1B_tGut +TCONS_00013918 gene-MYO1B_tGut +TCONS_00013915 gene-MYO1B_tGut +TCONS_00013914 gene-MYO1B_tGut +TCONS_00013913 gene-MYO1B_tGut +TCONS_00013921 gene-GLS_tGut +TCONS_00013922 gene-GLS_tGut +TCONS_00013923 gene-NAB1_tGut +TCONS_00013924 gene-MFSD6_tGut +TCONS_00013926 gene-MFSD6_tGut +TCONS_00013925 gene-MFSD6_tGut +TCONS_00013927 gene-C7H2orf88_tGut +TCONS_00013928 gene-PMS1_tGut +TCONS_00013931 gene-PMS1_tGut +TCONS_00013930 gene-PMS1_tGut +TCONS_00013929 gene-PMS1_tGut +TCONS_00013934 gene-PMS1_tGut +TCONS_00013933 gene-PMS1_tGut +TCONS_00013932 gene-PMS1_tGut +TCONS_00013935 gene-ASNSD1_tGut +TCONS_00013936 gene-WDR75_tGut +TCONS_00013937 gene-COL3A1_tGut +TCONS_00013938 gene-COL3A1_tGut +TCONS_00013940 gene-COL3A1_tGut +TCONS_00013939 gene-COL3A1_tGut +TCONS_00013942 gene-GULP1_tGut +TCONS_00013941 gene-GULP1_tGut +TCONS_00013943 gene-GULP1_tGut +TCONS_00013944 gene-FAM171B_tGut +TCONS_00013945 gene-FAM171B_tGut +TCONS_00013946 gene-FAM171B_tGut +TCONS_00013947 gene-ITGAV_tGut +TCONS_00013948 gene-ITGAV_tGut +TCONS_00013949 gene-ZC3H15_tGut +TCONS_00013950 gene-FAM207A_tGut +TCONS_00013953 gene-FAM207A_tGut +TCONS_00013952 gene-FAM207A_tGut +TCONS_00013951 gene-FAM207A_tGut +TCONS_00013955 gene-KMO_tGut +TCONS_00013954 gene-KMO_tGut +TCONS_00013960 gene-KMO_tGut +TCONS_00013962 gene-KMO_tGut +TCONS_00013963 gene-KMO_tGut +TCONS_00013961 gene-KMO_tGut +TCONS_00013959 gene-KMO_tGut +TCONS_00013958 gene-KMO_tGut +TCONS_00013957 gene-KMO_tGut +TCONS_00013956 gene-KMO_tGut +TCONS_00013964 gene-C7H21orf58_tGut +TCONS_00013966 gene-C7H21orf58_tGut +TCONS_00013965 gene-C7H21orf58_tGut +TCONS_00013967 gene-S100B_tGut +TCONS_00013970 gene-UNC80_tGut +TCONS_00013972 gene-UNC80_tGut +TCONS_00013974 gene-UNC80_tGut +TCONS_00013973 gene-UNC80_tGut +TCONS_00013971 gene-UNC80_tGut +TCONS_00013969 gene-UNC80_tGut +TCONS_00013968 gene-UNC80_tGut +TCONS_00013977 gene-MAP2_tGut +TCONS_00013979 gene-MAP2_tGut +TCONS_00013980 gene-MAP2_tGut +TCONS_00013978 gene-MAP2_tGut +TCONS_00013976 gene-MAP2_tGut +TCONS_00013975 gene-MAP2_tGut +TCONS_00013981 gene-FRZB_tGut +TCONS_00013982 gene-NCKAP1_tGut +TCONS_00013983 gene-NCKAP1_tGut +TCONS_00013985 gene-NCKAP1_tGut +TCONS_00013984 gene-NCKAP1_tGut +TCONS_00013988 gene-KANSL1L_tGut +TCONS_00013990 gene-KANSL1L_tGut +TCONS_00013992 gene-KANSL1L_tGut +TCONS_00013991 gene-KANSL1L_tGut +TCONS_00013989 gene-KANSL1L_tGut +TCONS_00013987 gene-KANSL1L_tGut +TCONS_00013986 gene-KANSL1L_tGut +TCONS_00013993 gene-ACADL_tGut +TCONS_00013994 gene-ACADL_tGut +TCONS_00013995 gene-MYL1_tGut +TCONS_00013996 gene-LANCL1_tGut +TCONS_00013997 gene-ERBB4_gGal +TCONS_00013998 gene-ERBB4_gGal +TCONS_00013999 gene-IKZF2_tGut +TCONS_00014001 gene-IKZF2_tGut +TCONS_00014000 gene-IKZF2_tGut +TCONS_00014007 gene-IKZF2_tGut +TCONS_00014008 gene-IKZF2_tGut +TCONS_00014006 gene-IKZF2_tGut +TCONS_00014004 gene-IKZF2_tGut +TCONS_00014005 gene-IKZF2_tGut +TCONS_00014003 gene-IKZF2_tGut +TCONS_00014002 gene-IKZF2_tGut +TCONS_00014011 gene-IKZF2_tGut +TCONS_00014010 gene-IKZF2_tGut +TCONS_00014009 gene-IKZF2_tGut +TCONS_00014012 gene-BARD1_tGut +TCONS_00014013 gene-ABCA12_tGut +TCONS_00014015 gene-ABCA12_tGut +TCONS_00014014 gene-ABCA12_tGut +TCONS_00014018 gene-FN1_tGut +TCONS_00014017 gene-FN1_tGut +TCONS_00014016 gene-FN1_tGut +TCONS_00014024 gene-FN1_tGut +TCONS_00014023 gene-FN1_tGut +TCONS_00014021 gene-FN1_tGut +TCONS_00014022 gene-FN1_tGut +TCONS_00014020 gene-FN1_tGut +TCONS_00014019 gene-FN1_tGut +TCONS_00014025 gene-MREG_tGut +TCONS_00014026 gene-RBM44_gGal +TCONS_00014027 gene-RBM44_gGal +TCONS_00014028 gene-RBM44_gGal +TCONS_00014029 gene-LRRFIP1_tGut +TCONS_00014033 gene-LRRFIP1_tGut +TCONS_00014035 gene-LRRFIP1_tGut +TCONS_00014036 gene-LRRFIP1_tGut +TCONS_00014034 gene-LRRFIP1_tGut +TCONS_00014032 gene-LRRFIP1_tGut +TCONS_00014031 gene-LRRFIP1_tGut +TCONS_00014030 gene-LRRFIP1_tGut +TCONS_00014037 gene-LRRFIP1_tGut +TCONS_00014042 gene-LRRFIP1_tGut +TCONS_00014043 gene-LRRFIP1_tGut +TCONS_00014040 gene-LRRFIP1_tGut +TCONS_00014041 gene-LRRFIP1_tGut +TCONS_00014039 gene-LRRFIP1_tGut +TCONS_00014038 gene-LRRFIP1_tGut +TCONS_00014044 gene-PRLH_tGut +TCONS_00014045 gene-MLPH_tGut +TCONS_00014049 gene-MLPH_tGut +TCONS_00014050 gene-MLPH_tGut +TCONS_00014048 gene-MLPH_tGut +TCONS_00014047 gene-MLPH_tGut +TCONS_00014046 gene-MLPH_tGut +TCONS_00014051 gene-MLPH_tGut +TCONS_00014052 gene-COPS8_tGut +TCONS_00014053 gene-ACKR3_tGut +TCONS_00014056 gene-AGAP1_tGut +TCONS_00014058 gene-AGAP1_tGut +TCONS_00014060 gene-AGAP1_tGut +TCONS_00014061 gene-AGAP1_tGut +TCONS_00014059 gene-AGAP1_tGut +TCONS_00014057 gene-AGAP1_tGut +TCONS_00014055 gene-AGAP1_tGut +TCONS_00014054 gene-AGAP1_tGut +TCONS_00014062 gene-ARL4C_tGut +TCONS_00014063 gene-UGT1A1_gGal-like-1 +TCONS_00014064 gene-UGT1A1_gGal-like-1 +TCONS_00014065 gene-UGT1A1_gGal-like-1 +TCONS_00014066 gene-UGT1A1_gGal-like-1 +TCONS_00014067 gene-UGT1A1_gGal-like-1 +TCONS_00014068 gene-UGT1A1_gGal-like-1 +TCONS_00014069 gene-UGT1A1_gGal-like-3 +TCONS_00014070 gene-UGT1A1_gGal-like-4 +TCONS_00014071 gene-UGT1A1_gGal-like-2 +TCONS_00014072 gene-LOC121470225_tGut-like-4 +TCONS_00014073 gene-UGT1A1_gGal-like-5 +TCONS_00014074 gene-LOC100229734_tGut-like-2 +TCONS_00014075 gene-HDAC4_tGut +TCONS_00014076 gene-HDAC4_tGut +TCONS_00014077 gene-HDAC4_tGut +TCONS_00014080 gene-HDAC4_tGut +TCONS_00014079 gene-HDAC4_tGut +TCONS_00014078 gene-HDAC4_tGut +TCONS_00014081 gene-NDUFA10_tGut +TCONS_00014082 gene-NDUFA10_tGut +TCONS_00014083 gene-NDUFA10_tGut +TCONS_00014084 gene-NDUFA10_tGut +TCONS_00014085 gene-SLC19A1_tGut +TCONS_00014087 gene-SLC19A1_tGut +TCONS_00014086 gene-SLC19A1_tGut +TCONS_00014088 gene-FTCD_gGal +TCONS_00014089 gene-LOC100230707_tGut +TCONS_00014091 gene-MCM3AP_gGal +TCONS_00014090 gene-MCM3AP_gGal +TCONS_00014092 gene-MCM3AP_gGal +TCONS_00014093 gene-LOC100225027_tGut-1 +TCONS_00014094 gene-LOC124417014_gGal-3 +TCONS_00014095 gene-LOC121108182_gGal-3 +TCONS_00014096 gene-MIEN1_gGal-1 +TCONS_00014097 gene-LOC124417358_gGal-2 +TCONS_00014098 gene-SDHAF1_gGal-like-32 +TCONS_00014099 gene-LOC121108725_gGal-5 +TCONS_00014100 gene-LOC107050235_gGal-2 +TCONS_00014101 gene-HAUS7_tGut-like-1 +TCONS_00014102 gene-TRAPPC5_tGut-like-8 +TCONS_00014103 gene-SDHAF1_gGal-like-35 +TCONS_00014104 gene-KRT18_gGal-2 +TCONS_00014105 gene-LOC121108182_gGal-2 +TCONS_00014106 gene-LOC121108182_gGal-5 +TCONS_00014107 gene-SDHAF1_gGal-like-20 +TCONS_00014108 gene-NAPRT_gGal-1 +TCONS_00014110 gene-SAMD1_tGut +TCONS_00014109 gene-SAMD1_tGut +TCONS_00014111 gene-SAMD1_tGut +TCONS_00014112 gene-LOC121108150_gGal-like-14 +TCONS_00014113 gene-NAA38_tGut-like-8 +TCONS_00014114 gene-NAA38_tGut-like-8 +TCONS_00014115 gene-NAA38_tGut-like-8 +TCONS_00014116 gene-NAA38_tGut-like-1 +TCONS_00014117 gene-LOC115497506_tGut-like-2 +TCONS_00014118 gene-KDM6B_tGut-2 +TCONS_00014119 gene-KDM6B_tGut-2 +TCONS_00014120 gene-KDM6B_tGut-2 +TCONS_00014121 gene-LOC100857859_gGal +TCONS_00014122 gene-LOC121108879_gGal-like-4 +TCONS_00014123 gene-LOC777082_gGal-like-2 +TCONS_00014124 gene-LOC116807269_tGut-like-1 +TCONS_00014125 gene-SDHAF1_gGal-like-30 +TCONS_00014126 gene-LIM2_gGal-like-2 +TCONS_00014127 gene-LIM2_gGal-like-5 +TCONS_00014128 gene-LOC121108725_gGal-3 +TCONS_00014129 gene-MAP3K11_tGut-like-4 +TCONS_00014130 gene-HOXC12_tGut-like-8 +TCONS_00014131 gene-NFIX_gGal-2 +TCONS_00014132 gene-LOC121470802_tGut-like-38 +TCONS_00014133 gene-LOC107050559_gGal-like-2 +TCONS_00014135 gene-LOC107050532_gGal-1 +TCONS_00014134 gene-LOC107050532_gGal-1 +TCONS_00014136 gene-LOC121108648_gGal-like-3 +TCONS_00014137 gene-LOC121108648_gGal-like-12 +TCONS_00014138 gene-LOC121468594_tGut-like-4 +TCONS_00014139 gene-LOC124417357_gGal-like-17 +TCONS_00014140 gene-GTPBP3_tGut-like-4 +TCONS_00014141 gene-SPEF1_tGut-2 +TCONS_00014142 gene-LOC107051813_gGal-like-19 +TCONS_00014143 gene-LOC121108867_gGal-like-5 +TCONS_00014144 gene-LOC107049166_gGal-like-1 +TCONS_00014146 gene-LOC121470797_tGut-2 +TCONS_00014145 gene-LOC121470797_tGut-2 +TCONS_00014147 gene-PRODH2_tGut-2 +TCONS_00014148 gene-PRODH2_tGut-2 +TCONS_00014149 gene-LOC121470797_tGut-2 +TCONS_00014150 gene-DHRS4_gGal +TCONS_00014151 gene-LOC112530182_gGal-like-21 +TCONS_00014152 gene-LOC121468636_tGut-like-2 +TCONS_00014153 gene-CATH1_gGal-like-1 +TCONS_00014154 gene-SDHAF1_gGal-like-38 +TCONS_00014155 gene-B9D2_gGal-1 +TCONS_00014156 gene-LOC121468637_tGut-like-2 +TCONS_00014157 gene-LOC121468637_tGut-like-2 +TCONS_00014158 gene-LOC107051305_gGal-1 +TCONS_00014159 gene-LOC112531347_gGal-like-1 +TCONS_00014160 gene-LOC112531347_gGal-like-1 +TCONS_00014161 gene-C1QL4_gGal-like-4 +TCONS_00014162 gene-LOC121468820_tGut-like-1 +TCONS_00014163 gene-LRFN5_tGut +TCONS_00014164 gene-TOGARAM1_tGut +TCONS_00014165 gene-TOGARAM1_tGut +TCONS_00014167 gene-LRR1_tGut +TCONS_00014166 gene-LRR1_tGut +TCONS_00014168 gene-MGAT2_tGut +TCONS_00014169 gene-KLHDC1_tGut +TCONS_00014170 gene-KLHDC1_tGut +TCONS_00014172 gene-KLHDC2_tGut +TCONS_00014171 gene-KLHDC2_tGut +TCONS_00014173 gene-ARF6_tGut +TCONS_00014174 gene-DMAC2L_tGut +TCONS_00014176 gene-ATL1_tGut +TCONS_00014175 gene-ATL1_tGut +TCONS_00014177 gene-ATL1_tGut +TCONS_00014178 gene-ABHD12B_tGut-like-2 +TCONS_00014179 gene-ABHD12_tGut-like-2 +TCONS_00014180 gene-TMX1_tGut +TCONS_00014182 gene-FRMD6_tGut +TCONS_00014181 gene-FRMD6_tGut +TCONS_00014183 gene-GNG2_tGut +TCONS_00014184 gene-RTRAF_tGut +TCONS_00014185 gene-RTRAF_tGut +TCONS_00014186 gene-PTGDR_tGut +TCONS_00014187 gene-PTGER2_tGut +TCONS_00014188 gene-GPR137C_tGut +TCONS_00014189 gene-PSMC6_tGut +TCONS_00014191 gene-STYX_tGut +TCONS_00014190 gene-STYX_tGut +TCONS_00014192 gene-STYX_tGut +TCONS_00014193 gene-STYX_tGut +TCONS_00014194 gene-CDKN3_tGut +TCONS_00014195 gene-CGRRF1_tGut +TCONS_00014197 gene-SAMD4A_tGut +TCONS_00014196 gene-SAMD4A_tGut +TCONS_00014199 gene-SAMD4A_tGut +TCONS_00014198 gene-SAMD4A_tGut +TCONS_00014200 gene-SOCS4_tGut +TCONS_00014201 gene-MAPK1IP1L_tGut +TCONS_00014203 gene-LGALS3_tGut +TCONS_00014202 gene-LGALS3_tGut +TCONS_00014204 gene-FBXO34_tGut +TCONS_00014205 gene-FBXO34_tGut +TCONS_00014208 gene-KTN1_tGut +TCONS_00014210 gene-KTN1_tGut +TCONS_00014212 gene-KTN1_tGut +TCONS_00014214 gene-KTN1_tGut +TCONS_00014215 gene-KTN1_tGut +TCONS_00014213 gene-KTN1_tGut +TCONS_00014211 gene-KTN1_tGut +TCONS_00014209 gene-KTN1_tGut +TCONS_00014207 gene-KTN1_tGut +TCONS_00014206 gene-KTN1_tGut +TCONS_00014218 gene-PELI2_tGut +TCONS_00014217 gene-PELI2_tGut +TCONS_00014216 gene-PELI2_tGut +TCONS_00014219 gene-TMEM260_tGut +TCONS_00014220 gene-TMEM260_tGut +TCONS_00014221 gene-TMEM260_tGut +TCONS_00014222 gene-AP5M1_tGut +TCONS_00014223 gene-NAA30_tGut +TCONS_00014225 gene-ACTR10_tGut +TCONS_00014224 gene-ACTR10_tGut +TCONS_00014226 gene-ACTR10_tGut +TCONS_00014227 gene-PSMA3_tGut +TCONS_00014230 gene-ARID4A_tGut +TCONS_00014231 gene-ARID4A_tGut +TCONS_00014229 gene-ARID4A_tGut +TCONS_00014228 gene-ARID4A_tGut +TCONS_00014232 reg_2965_tGut +TCONS_00014234 reg_2965_tGut +TCONS_00014233 reg_2965_tGut +TCONS_00014237 reg_2965_tGut +TCONS_00014238 reg_2965_tGut +TCONS_00014236 reg_2965_tGut +TCONS_00014235 reg_2965_tGut +TCONS_00014241 gene-DACT1_tGut +TCONS_00014240 gene-DACT1_tGut +TCONS_00014239 gene-DACT1_tGut +TCONS_00014242 gene-LOC105759301_tGut +TCONS_00014244 gene-DAAM1_tGut +TCONS_00014243 gene-DAAM1_tGut +TCONS_00014245 gene-JKAMP_gGal +TCONS_00014246 gene-LOC121113252_gGal-like-1 +TCONS_00014247 gene-LOC107056422_gGal-like-3 +TCONS_00014248 gene-LOC107056422_gGal-like-2 +TCONS_00014249 gene-LOC121113255_gGal-like-2 +TCONS_00014250 gene-LOC121113255_gGal-like-4 +TCONS_00014251 gene-LOC121113255_gGal-like-9 +TCONS_00014252 gene-LOC121113256_gGal-like-5 +TCONS_00014253 gene-LOC121113255_gGal-like-1 +TCONS_00014254 gene-LOC121113252_gGal-like-3 +TCONS_00014255 gene-LOC107056422_gGal-like-1 +TCONS_00014256 gene-LOC121113255_gGal-like-6 +TCONS_00014257 gene-PCNX4_tGut +TCONS_00014258 gene-PPM1A_tGut +TCONS_00014259 gene-PPM1A_tGut +TCONS_00014260 gene-PPM1A_tGut +TCONS_00014261 gene-SIX6_tGut +TCONS_00014262 gene-MNAT1_tGut +TCONS_00014263 gene-MNAT1_tGut +TCONS_00014264 gene-SLC38A6_tGut +TCONS_00014265 gene-PRKCH_tGut +TCONS_00014266 gene-PRKCH_tGut +TCONS_00014268 gene-HIF1A_tGut +TCONS_00014267 gene-HIF1A_tGut +TCONS_00014269 gene-HIF1A_tGut +TCONS_00014270 gene-HIF1A_tGut +TCONS_00014272 gene-HIF1A_tGut +TCONS_00014271 gene-HIF1A_tGut +TCONS_00014273 gene-HIF1A_tGut +TCONS_00014275 gene-SNAPC1_tGut +TCONS_00014274 gene-SNAPC1_tGut +TCONS_00014276 gene-SNAPC1_tGut +TCONS_00014277 gene-SYT16_gGal +TCONS_00014278 gene-RHOJ_tGut +TCONS_00014279 gene-PPP2R5E_tGut +TCONS_00014281 gene-MTHFD1_tGut +TCONS_00014280 gene-MTHFD1_tGut +TCONS_00014282 gene-AKAP5_tGut +TCONS_00014283 gene-ZBTB1_tGut +TCONS_00014284 gene-ZBTB1_tGut +TCONS_00014285 gene-ZBTB1_tGut +TCONS_00014286 gene-ZBTB1_tGut +TCONS_00014287 gene-ZBTB1_tGut +TCONS_00014288 gene-HSPA2_tGut +TCONS_00014289 gene-BRF1_tGut +TCONS_00014290 gene-BRF1_tGut +TCONS_00014291 gene-NUDT14_tGut +TCONS_00014292 gene-NUDT14_tGut +TCONS_00014293 gene-NUDT14_tGut +TCONS_00014295 gene-JAG2_tGut +TCONS_00014294 gene-JAG2_tGut +TCONS_00014296 gene-JAG2_tGut +TCONS_00014297 gene-GPR132_tGut +TCONS_00014298 gene-CDCA4_gGal +TCONS_00014299 gene-CDCA4_gGal +TCONS_00014300 gene-LOC100230587_tGut +TCONS_00014301 gene-LOC100230587_tGut +TCONS_00014302 gene-AHNAK2_tGut +TCONS_00014303 gene-AHNAK2_tGut +TCONS_00014304 gene-AKT1_tGut +TCONS_00014305 gene-AKT1_tGut +TCONS_00014306 gene-TMEM179_tGut +TCONS_00014307 gene-RD3L_tGut +TCONS_00014308 gene-ATP5MJ_tGut +TCONS_00014311 gene-PPP1R13B_tGut +TCONS_00014310 gene-PPP1R13B_tGut +TCONS_00014309 gene-PPP1R13B_tGut +TCONS_00014314 gene-PPP1R13B_tGut +TCONS_00014315 gene-PPP1R13B_tGut +TCONS_00014313 gene-PPP1R13B_tGut +TCONS_00014312 gene-PPP1R13B_tGut +TCONS_00014319 gene-PPP1R13B_tGut +TCONS_00014318 gene-PPP1R13B_tGut +TCONS_00014317 gene-PPP1R13B_tGut +TCONS_00014316 gene-PPP1R13B_tGut +TCONS_00014321 gene-PPP1R13B_tGut +TCONS_00014320 gene-PPP1R13B_tGut +TCONS_00014322 gene-PPP1R13B_tGut +TCONS_00014323 gene-XRCC3_tGut +TCONS_00014324 gene-XRCC3_tGut +TCONS_00014325 gene-BAG5_tGut +TCONS_00014326 gene-CKB_tGut +TCONS_00014327 gene-CKB_tGut +TCONS_00014328 gene-CKB_tGut +TCONS_00014329 gene-EXOC3L_gGal +TCONS_00014332 gene-CDC42BPB_tGut +TCONS_00014334 gene-CDC42BPB_tGut +TCONS_00014335 gene-CDC42BPB_tGut +TCONS_00014333 gene-CDC42BPB_tGut +TCONS_00014331 gene-CDC42BPB_tGut +TCONS_00014330 gene-CDC42BPB_tGut +TCONS_00014336 gene-ANKRD9_tGut +TCONS_00014337 gene-CINP_gGal +TCONS_00014338 gene-CINP_gGal +TCONS_00014339 gene-CINP_gGal +TCONS_00014340 gene-HSP90AA1_tGut +TCONS_00014341 gene-BEGAIN_tGut +TCONS_00014345 gene-BEGAIN_tGut +TCONS_00014344 gene-BEGAIN_tGut +TCONS_00014343 gene-BEGAIN_tGut +TCONS_00014342 gene-BEGAIN_tGut +TCONS_00014346 gene-WARS1_tGut +TCONS_00014347 gene-SLC25A29_tGut +TCONS_00014348 gene-DEGS2_tGut +TCONS_00014350 gene-CCDC85C_tGut +TCONS_00014349 gene-CCDC85C_tGut +TCONS_00014351 gene-SETD3_tGut +TCONS_00014352 gene-SETD3_tGut +TCONS_00014354 gene-BCL11B_tGut +TCONS_00014353 gene-BCL11B_tGut +TCONS_00014355 gene-BCL11B_tGut +TCONS_00014356 gene-ATG2B_tGut +TCONS_00014357 gene-ATG2B_tGut +TCONS_00014358 gene-SYNE3_tGut +TCONS_00014360 gene-CLMN_tGut +TCONS_00014359 gene-CLMN_tGut +TCONS_00014361 gene-DICER1_tGut +TCONS_00014362 gene-GSC_tGut +TCONS_00014363 gene-LOC100229618_tGut +TCONS_00014364 gene-SPIA3_gGal +TCONS_00014365 gene-SPIA3_gGal +TCONS_00014366 gene-SPIA9_gGal +TCONS_00014367 gene-SPIA5_gGal +TCONS_00014368 gene-SPIA5_gGal +TCONS_00014369 gene-SPIA1_gGal +TCONS_00014370 gene-SPIA1_gGal +TCONS_00014371 gene-SPIA4_gGal +TCONS_00014372 gene-SERPINA10_tGut +TCONS_00014373 gene-DDX24_tGut +TCONS_00014374 gene-ASB2_tGut +TCONS_00014375 gene-PRIMA1_tGut +TCONS_00014376 gene-UBR7_tGut +TCONS_00014377 gene-ITPK1_tGut +TCONS_00014378 gene-ITPK1_tGut +TCONS_00014379 gene-ITPK1_tGut +TCONS_00014380 gene-ITPK1_tGut +TCONS_00014381 gene-LGMN_tGut +TCONS_00014382 gene-NDUFB1_tGut +TCONS_00014384 gene-ATXN3_tGut +TCONS_00014383 gene-ATXN3_tGut +TCONS_00014385 gene-TRIP11_tGut +TCONS_00014386 gene-FBLN5_tGut +TCONS_00014387 gene-TC2N_tGut +TCONS_00014388 gene-PPP4R3A_tGut +TCONS_00014389 gene-PPP4R3A_tGut +TCONS_00014392 gene-CCDC88C_tGut +TCONS_00014393 gene-CCDC88C_tGut +TCONS_00014391 gene-CCDC88C_tGut +TCONS_00014390 gene-CCDC88C_tGut +TCONS_00014394 gene-CCDC88C_tGut +TCONS_00014395 gene-GPR68_tGut +TCONS_00014396 gene-RPS6KA5_tGut +TCONS_00014397 gene-RPS6KA5_tGut +TCONS_00014398 gene-RPS6KA5_tGut +TCONS_00014400 gene-TTC7B_tGut +TCONS_00014399 gene-TTC7B_tGut +TCONS_00014401 gene-TTC7B_tGut +TCONS_00014404 gene-TTC7B_tGut +TCONS_00014405 gene-TTC7B_tGut +TCONS_00014403 gene-TTC7B_tGut +TCONS_00014402 gene-TTC7B_tGut +TCONS_00014407 gene-NRDE2_tGut +TCONS_00014406 gene-NRDE2_tGut +TCONS_00014410 gene-FOXN3_tGut +TCONS_00014411 gene-FOXN3_tGut +TCONS_00014409 gene-FOXN3_tGut +TCONS_00014408 gene-FOXN3_tGut +TCONS_00014414 gene-EML5_tGut +TCONS_00014416 gene-EML5_tGut +TCONS_00014415 gene-EML5_tGut +TCONS_00014413 gene-EML5_tGut +TCONS_00014412 gene-EML5_tGut +TCONS_00014417 gene-EML5_tGut +TCONS_00014419 gene-PTPN21_tGut +TCONS_00014418 gene-PTPN21_tGut +TCONS_00014420 gene-KCNK10_tGut +TCONS_00014421 gene-KCNK10_tGut +TCONS_00014422 gene-GALC_gGal +TCONS_00014424 gene-GALC_gGal +TCONS_00014423 gene-GALC_gGal +TCONS_00014425 gene-SEL1L_tGut +TCONS_00014426 gene-STON2_tGut +TCONS_00014427 gene-GTF2A1_tGut +TCONS_00014428 gene-GTF2A1_tGut +TCONS_00014429 gene-CEP128_tGut +TCONS_00014430 gene-CEP128_tGut +TCONS_00014431 gene-DIO2_gGal +TCONS_00014432 gene-SNW1_tGut +TCONS_00014433 gene-ALKBH1_tGut +TCONS_00014434 gene-ALKBH1_tGut +TCONS_00014435 gene-ALKBH1_tGut +TCONS_00014436 gene-SPTLC2_tGut +TCONS_00014437 gene-SPTLC2_tGut +TCONS_00014438 gene-ISM2_tGut +TCONS_00014440 gene-VIPAS39_tGut +TCONS_00014439 gene-VIPAS39_tGut +TCONS_00014442 gene-VIPAS39_tGut +TCONS_00014441 gene-VIPAS39_tGut +TCONS_00014443 gene-TMED8_tGut +TCONS_00014446 gene-LOC100221985_tGut +TCONS_00014445 gene-LOC100221985_tGut +TCONS_00014444 gene-LOC100221985_tGut +TCONS_00014447 gene-POMT2_tGut +TCONS_00014448 gene-POMT2_tGut +TCONS_00014449 gene-NGB_tGut +TCONS_00014450 gene-ZDHHC22_tGut +TCONS_00014452 gene-ANGEL1_tGut +TCONS_00014451 gene-ANGEL1_tGut +TCONS_00014453 gene-ANGEL1_tGut +TCONS_00014454 gene-TGFB3_tGut +TCONS_00014455 gene-ERG28_tGut +TCONS_00014456 gene-ERG28_tGut +TCONS_00014457 gene-TMED10_tGut +TCONS_00014459 gene-NEK9_tGut +TCONS_00014458 gene-NEK9_tGut +TCONS_00014460 gene-ACYP1_tGut +TCONS_00014461 gene-MLH3_tGut +TCONS_00014462 gene-PGF_tGut +TCONS_00014463 gene-PGF_tGut +TCONS_00014465 gene-PROX2_tGut +TCONS_00014464 gene-PROX2_tGut +TCONS_00014467 gene-AREL1_tGut +TCONS_00014466 gene-AREL1_tGut +TCONS_00014468 gene-AREL1_tGut +TCONS_00014469 gene-AREL1_tGut +TCONS_00014470 gene-LTBP2_tGut +TCONS_00014474 gene-LTBP2_tGut +TCONS_00014475 gene-LTBP2_tGut +TCONS_00014473 gene-LTBP2_tGut +TCONS_00014472 gene-LTBP2_tGut +TCONS_00014471 gene-LTBP2_tGut +TCONS_00014476 gene-ISCA2_tGut +TCONS_00014477 gene-SYNDIG1L_tGut +TCONS_00014480 gene-ABCD4_tGut +TCONS_00014482 gene-ABCD4_tGut +TCONS_00014483 gene-ABCD4_tGut +TCONS_00014481 gene-ABCD4_tGut +TCONS_00014479 gene-ABCD4_tGut +TCONS_00014478 gene-ABCD4_tGut +TCONS_00014484 gene-ABCD4_tGut +TCONS_00014485 gene-ALDH6A1_tGut +TCONS_00014486 gene-ENTPD5_tGut +TCONS_00014487 gene-FAM161B_tGut +TCONS_00014488 gene-FAM161B_tGut +TCONS_00014489 gene-FAM161B_tGut +TCONS_00014490 gene-FBXO33_tGut +TCONS_00014491 gene-TRAPPC6B_tGut +TCONS_00014492 gene-SEC23A_tGut +TCONS_00014493 gene-CLEC14A_tGut +TCONS_00014494 gene-FOXA1_tGut +TCONS_00014495 gene-FOXA1_tGut +TCONS_00014496 gene-FOXA1_tGut +TCONS_00014498 gene-SLC25A21_tGut +TCONS_00014497 gene-SLC25A21_tGut +TCONS_00014499 gene-SLC25A21_tGut +TCONS_00014500 gene-SLC25A21_tGut +TCONS_00014501 gene-NKX2-1_tGut +TCONS_00014502 gene-NKX2-1_tGut +TCONS_00014503 gene-MBIP_gGal +TCONS_00014505 gene-MBIP_gGal +TCONS_00014504 gene-MBIP_gGal +TCONS_00014506 gene-RALGAPA1_tGut +TCONS_00014507 gene-RALGAPA1_tGut +TCONS_00014508 gene-RALGAPA1_tGut +TCONS_00014514 gene-RALGAPA1_tGut +TCONS_00014515 gene-RALGAPA1_tGut +TCONS_00014513 gene-RALGAPA1_tGut +TCONS_00014511 gene-RALGAPA1_tGut +TCONS_00014512 gene-RALGAPA1_tGut +TCONS_00014510 gene-RALGAPA1_tGut +TCONS_00014509 gene-RALGAPA1_tGut +TCONS_00014518 gene-RALGAPA1_tGut +TCONS_00014517 gene-RALGAPA1_tGut +TCONS_00014516 gene-RALGAPA1_tGut +TCONS_00014519 gene-NFKBIA_tGut +TCONS_00014520 gene-PPP2R3C_tGut +TCONS_00014523 gene-BAZ1A_tGut +TCONS_00014522 gene-BAZ1A_tGut +TCONS_00014521 gene-BAZ1A_tGut +TCONS_00014524 gene-BAZ1A_tGut +TCONS_00014525 gene-CFL2_tGut +TCONS_00014526 gene-CFL2_tGut +TCONS_00014528 gene-SNX6_tGut +TCONS_00014527 gene-SNX6_tGut +TCONS_00014529 gene-EAPP_tGut +TCONS_00014530 gene-SPTSSA_tGut +TCONS_00014531 gene-EGLN3_tGut +TCONS_00014532 gene-MATN4_gGal-1 +TCONS_00014533 gene-DTD2_tGut +TCONS_00014534 gene-DTD2_tGut +TCONS_00014535 gene-DTD2_tGut +TCONS_00014538 gene-HEATR5A_tGut +TCONS_00014537 gene-HEATR5A_tGut +TCONS_00014536 gene-HEATR5A_tGut +TCONS_00014541 gene-HECTD1_tGut +TCONS_00014543 gene-HECTD1_tGut +TCONS_00014545 gene-HECTD1_tGut +TCONS_00014547 gene-HECTD1_tGut +TCONS_00014546 gene-HECTD1_tGut +TCONS_00014544 gene-HECTD1_tGut +TCONS_00014542 gene-HECTD1_tGut +TCONS_00014540 gene-HECTD1_tGut +TCONS_00014539 gene-HECTD1_tGut +TCONS_00014550 gene-STRN3_tGut +TCONS_00014551 gene-STRN3_tGut +TCONS_00014549 gene-STRN3_tGut +TCONS_00014548 gene-STRN3_tGut +TCONS_00014552 gene-PRKD1_tGut +TCONS_00014554 gene-PRKD1_tGut +TCONS_00014553 gene-PRKD1_tGut +TCONS_00014556 gene-PRKD1_tGut +TCONS_00014555 gene-PRKD1_tGut +TCONS_00014559 gene-NOVA1_tGut +TCONS_00014558 gene-NOVA1_tGut +TCONS_00014557 gene-NOVA1_tGut +TCONS_00014560 gene-STXBP6_tGut +TCONS_00014561 gene-STXBP6_tGut +TCONS_00014562 gene-CDIN1_tGut +TCONS_00014564 gene-CDIN1_tGut +TCONS_00014563 gene-CDIN1_tGut +TCONS_00014566 gene-SPRED1_tGut +TCONS_00014565 gene-SPRED1_tGut +TCONS_00014568 gene-SPRED1_tGut +TCONS_00014567 gene-SPRED1_tGut +TCONS_00014570 gene-SPRED1_tGut +TCONS_00014569 gene-SPRED1_tGut +TCONS_00014571 gene-FAM98B_tGut +TCONS_00014572 gene-ARHGAP11B_gGal +TCONS_00014573 gene-SCG5_gGal +TCONS_00014574 gene-GREM1_tGut +TCONS_00014575 gene-CHRM5_tGut +TCONS_00014576 gene-THBS1_tGut +TCONS_00014577 gene-GPHN_tGut +TCONS_00014581 gene-GPHN_tGut +TCONS_00014583 gene-GPHN_tGut +TCONS_00014585 gene-GPHN_tGut +TCONS_00014587 gene-GPHN_tGut +TCONS_00014589 gene-GPHN_tGut +TCONS_00014591 gene-GPHN_tGut +TCONS_00014593 gene-GPHN_tGut +TCONS_00014595 gene-GPHN_tGut +TCONS_00014597 gene-GPHN_tGut +TCONS_00014599 gene-GPHN_tGut +TCONS_00014601 gene-GPHN_tGut +TCONS_00014603 gene-GPHN_tGut +TCONS_00014605 gene-GPHN_tGut +TCONS_00014607 gene-GPHN_tGut +TCONS_00014606 gene-GPHN_tGut +TCONS_00014604 gene-GPHN_tGut +TCONS_00014602 gene-GPHN_tGut +TCONS_00014600 gene-GPHN_tGut +TCONS_00014598 gene-GPHN_tGut +TCONS_00014596 gene-GPHN_tGut +TCONS_00014594 gene-GPHN_tGut +TCONS_00014592 gene-GPHN_tGut +TCONS_00014590 gene-GPHN_tGut +TCONS_00014588 gene-GPHN_tGut +TCONS_00014586 gene-GPHN_tGut +TCONS_00014584 gene-GPHN_tGut +TCONS_00014582 gene-GPHN_tGut +TCONS_00014580 gene-GPHN_tGut +TCONS_00014579 gene-GPHN_tGut +TCONS_00014578 gene-GPHN_tGut +TCONS_00014608 gene-PALS1_tGut +TCONS_00014609 gene-EIF2S1_tGut +TCONS_00014611 gene-PLEK2_tGut +TCONS_00014610 gene-PLEK2_tGut +TCONS_00014612 gene-ZFYVE26_tGut +TCONS_00014613 gene-VTI1B_tGut +TCONS_00014615 gene-PIGH_tGut +TCONS_00014614 gene-PIGH_tGut +TCONS_00014616 gene-TMEM229B_tGut +TCONS_00014617 gene-RAD51B_tGut +TCONS_00014619 gene-EXD2_tGut +TCONS_00014618 gene-EXD2_tGut +TCONS_00014620 gene-EXD2_tGut +TCONS_00014622 gene-GALNT16_tGut +TCONS_00014621 gene-GALNT16_tGut +TCONS_00014623 gene-SLC39A9_tGut +TCONS_00014624 gene-PLEKHD1_tGut +TCONS_00014625 gene-PLEKHD1_tGut +TCONS_00014626 gene-PLEKHD1_tGut +TCONS_00014627 gene-SUSD6_tGut +TCONS_00014628 gene-SUSD6_tGut +TCONS_00014629 gene-SRSF5_tGut +TCONS_00014631 gene-SMOC1_tGut +TCONS_00014630 gene-SMOC1_tGut +TCONS_00014632 gene-SMOC1_tGut +TCONS_00014633 gene-SMOC1_tGut +TCONS_00014634 gene-TTC9_tGut +TCONS_00014637 gene-PCNX1_tGut +TCONS_00014639 gene-PCNX1_tGut +TCONS_00014641 gene-PCNX1_tGut +TCONS_00014642 gene-PCNX1_tGut +TCONS_00014640 gene-PCNX1_tGut +TCONS_00014638 gene-PCNX1_tGut +TCONS_00014636 gene-PCNX1_tGut +TCONS_00014635 gene-PCNX1_tGut +TCONS_00014643 gene-PCNX1_tGut +TCONS_00014645 gene-SIPA1L1_tGut +TCONS_00014644 gene-SIPA1L1_tGut +TCONS_00014646 gene-RGS6_tGut +TCONS_00014647 gene-RGS6_tGut +TCONS_00014649 gene-RGS6_tGut +TCONS_00014648 gene-RGS6_tGut +TCONS_00014651 gene-RGS6_tGut +TCONS_00014650 gene-RGS6_tGut +TCONS_00014652 gene-DCAF4_tGut +TCONS_00014654 gene-RBM25_tGut +TCONS_00014653 gene-RBM25_tGut +TCONS_00014655 gene-PSEN1_tGut +TCONS_00014656 gene-PSEN1_tGut +TCONS_00014658 gene-PAPLN_tGut +TCONS_00014657 gene-PAPLN_tGut +TCONS_00014659 gene-RIOX1_tGut +TCONS_00014660 gene-LOC100221946_tGut +TCONS_00014661 gene-LOC100224870_tGut +TCONS_00014662 gene-ACOT6_gGal +TCONS_00014664 gene-DNAL1_gGal +TCONS_00014663 gene-DNAL1_gGal +TCONS_00014665 gene-PTGR2_gGal +TCONS_00014666 gene-PTGR2_gGal +TCONS_00014668 gene-UBR1_tGut +TCONS_00014667 gene-UBR1_tGut +TCONS_00014670 gene-TTBK2_tGut +TCONS_00014669 gene-TTBK2_tGut +TCONS_00014673 gene-TTBK2_tGut +TCONS_00014672 gene-TTBK2_tGut +TCONS_00014671 gene-TTBK2_tGut +TCONS_00014674 gene-TTBK2_tGut +TCONS_00014675 gene-CDAN1_tGut +TCONS_00014677 gene-CDAN1_tGut +TCONS_00014676 gene-CDAN1_tGut +TCONS_00014678 gene-CDAN1_tGut +TCONS_00014679 gene-LRRC57_tGut +TCONS_00014680 gene-ZNF106_tGut +TCONS_00014681 gene-ZNF106_tGut +TCONS_00014683 gene-TMEM87A_tGut +TCONS_00014682 gene-TMEM87A_tGut +TCONS_00014685 gene-VPS39_tGut +TCONS_00014684 gene-VPS39_tGut +TCONS_00014686 gene-PLA2G4F_tGut +TCONS_00014688 gene-PLA2G4F_tGut +TCONS_00014687 gene-PLA2G4F_tGut +TCONS_00014689 gene-LOC100219113_tGut +TCONS_00014691 gene-LOC100219113_tGut +TCONS_00014690 gene-LOC100219113_tGut +TCONS_00014693 gene-PLA2G4EL2_gGal +TCONS_00014692 gene-PLA2G4EL2_gGal +TCONS_00014694 gene-LOC100224874_tGut +TCONS_00014695 gene-LOC100224874_tGut +TCONS_00014696 gene-LOC100227764_tGut +TCONS_00014697 gene-LOC100230575_tGut +TCONS_00014698 gene-PLA2G4EL6_gGal +TCONS_00014699 gene-LOC100220978_tGut +TCONS_00014700 gene-LOC100220978_tGut +TCONS_00014701 gene-EHD4_tGut +TCONS_00014702 gene-EHD4_tGut +TCONS_00014703 gene-SPTBN5_gGal +TCONS_00014704 gene-RPAP1_tGut +TCONS_00014705 gene-RPAP1_tGut +TCONS_00014706 gene-LTK_tGut +TCONS_00014707 gene-LTK_tGut +TCONS_00014708 gene-LTK_tGut +TCONS_00014709 gene-LTK_tGut +TCONS_00014710 gene-NDUFAF1_tGut +TCONS_00014712 gene-OIP5_tGut +TCONS_00014711 gene-OIP5_tGut +TCONS_00014713 gene-INO80_tGut +TCONS_00014714 gene-RHOV_tGut +TCONS_00014715 gene-PPP1R14D_tGut +TCONS_00014716 gene-LOC115495502_tGut +TCONS_00014717 gene-LOC115495502_tGut +TCONS_00014718 gene-LOC115495502_tGut +TCONS_00014719 gene-LOC115495502_tGut +TCONS_00014720 gene-SLC35C1_tGut-like +TCONS_00014721 gene-CRY2_tGut-like +TCONS_00014723 gene-MAPK8IP1_tGut +TCONS_00014722 gene-MAPK8IP1_tGut +TCONS_00014725 gene-MAPK8IP1_tGut +TCONS_00014724 gene-MAPK8IP1_tGut +TCONS_00014727 gene-LARGE2_tGut +TCONS_00014726 gene-LARGE2_tGut +TCONS_00014729 gene-CREB3L1_tGut +TCONS_00014728 gene-CREB3L1_tGut +TCONS_00014730 gene-CREB3L1_tGut +TCONS_00014731 gene-DGKZ_tGut +TCONS_00014732 gene-DGKZ_tGut +TCONS_00014733 gene-MDK_tGut +TCONS_00014734 gene-MDK_tGut +TCONS_00014737 gene-ATG13_tGut +TCONS_00014739 gene-ATG13_tGut +TCONS_00014741 gene-ATG13_tGut +TCONS_00014743 gene-ATG13_tGut +TCONS_00014745 gene-ATG13_tGut +TCONS_00014747 gene-ATG13_tGut +TCONS_00014746 gene-ATG13_tGut +TCONS_00014744 gene-ATG13_tGut +TCONS_00014742 gene-ATG13_tGut +TCONS_00014740 gene-ATG13_tGut +TCONS_00014738 gene-ATG13_tGut +TCONS_00014736 gene-ATG13_tGut +TCONS_00014735 gene-ATG13_tGut +TCONS_00014748 gene-F2_tGut +TCONS_00014749 gene-C5H11orf49_tGut +TCONS_00014750 gene-C5H11orf49_tGut +TCONS_00014751 gene-DDB2_tGut +TCONS_00014753 gene-DDB2_tGut +TCONS_00014752 gene-DDB2_tGut +TCONS_00014754 gene-NR1H3_tGut +TCONS_00014755 gene-MADD_tGut +TCONS_00014759 gene-MADD_tGut +TCONS_00014761 gene-MADD_tGut +TCONS_00014763 gene-MADD_tGut +TCONS_00014765 gene-MADD_tGut +TCONS_00014766 gene-MADD_tGut +TCONS_00014764 gene-MADD_tGut +TCONS_00014762 gene-MADD_tGut +TCONS_00014760 gene-MADD_tGut +TCONS_00014758 gene-MADD_tGut +TCONS_00014757 gene-MADD_tGut +TCONS_00014756 gene-MADD_tGut +TCONS_00014781 gene-MADD_tGut +TCONS_00014783 gene-MADD_tGut +TCONS_00014785 gene-MADD_tGut +TCONS_00014787 gene-MADD_tGut +TCONS_00014789 gene-MADD_tGut +TCONS_00014791 gene-MADD_tGut +TCONS_00014793 gene-MADD_tGut +TCONS_00014795 gene-MADD_tGut +TCONS_00014797 gene-MADD_tGut +TCONS_00014796 gene-MADD_tGut +TCONS_00014794 gene-MADD_tGut +TCONS_00014792 gene-MADD_tGut +TCONS_00014790 gene-MADD_tGut +TCONS_00014788 gene-MADD_tGut +TCONS_00014786 gene-MADD_tGut +TCONS_00014784 gene-MADD_tGut +TCONS_00014782 gene-MADD_tGut +TCONS_00014780 gene-MADD_tGut +TCONS_00014772 gene-MADD_tGut +TCONS_00014773 gene-MADD_tGut +TCONS_00014775 gene-MADD_tGut +TCONS_00014776 gene-MADD_tGut +TCONS_00014777 gene-MADD_tGut +TCONS_00014779 gene-MADD_tGut +TCONS_00014778 gene-MADD_tGut +TCONS_00014774 gene-MADD_tGut +TCONS_00014769 gene-MADD_tGut +TCONS_00014771 gene-MADD_tGut +TCONS_00014770 gene-MADD_tGut +TCONS_00014768 gene-MADD_tGut +TCONS_00014767 gene-MADD_tGut +TCONS_00014798 gene-SLC39A13_tGut +TCONS_00014799 gene-SLC39A13_tGut +TCONS_00014800 gene-LOC100220107_tGut +TCONS_00014801 gene-PTPMT1_tGut +TCONS_00014802 gene-NDUFS3_tGut +TCONS_00014803 gene-NDUFS3_tGut +TCONS_00014804 gene-FAM180B_gGal +TCONS_00014805 gene-FUT8_tGut +TCONS_00014806 gene-FUT8_tGut +TCONS_00014808 gene-SYT13_tGut +TCONS_00014807 gene-SYT13_tGut +TCONS_00014809 gene-TP53I11_tGut +TCONS_00014810 gene-ALX4_tGut +TCONS_00014811 gene-RAG2_tGut +TCONS_00014812 gene-RAG2_tGut +TCONS_00014813 gene-TRAF6_tGut +TCONS_00014814 gene-COMMD9_tGut-2 +TCONS_00014816 gene-PAMR1_tGut 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gene-PLEKHA7_tGut +TCONS_00014941 gene-PLEKHA7_tGut +TCONS_00014940 gene-PLEKHA7_tGut +TCONS_00014939 gene-PLEKHA7_tGut +TCONS_00014942 gene-PLEKHA7_tGut +TCONS_00014943 gene-PLEKHA7_tGut +TCONS_00014944 gene-PLEKHA7_tGut +TCONS_00014947 gene-SOX6_tGut +TCONS_00014948 gene-SOX6_tGut +TCONS_00014946 gene-SOX6_tGut +TCONS_00014945 gene-SOX6_tGut +TCONS_00014951 gene-SOX6_tGut +TCONS_00014950 gene-SOX6_tGut +TCONS_00014949 gene-SOX6_tGut +TCONS_00014952 gene-CYP2R1_gGal +TCONS_00014953 gene-PSMA1_gGal +TCONS_00014954 gene-COPB1_tGut +TCONS_00014955 gene-RRAS2_tGut +TCONS_00014956 gene-RRAS2_tGut +TCONS_00014958 gene-TUB_tGut +TCONS_00014957 gene-TUB_tGut +TCONS_00014960 gene-TUB_tGut +TCONS_00014959 gene-TUB_tGut +TCONS_00014962 gene-TUB_tGut +TCONS_00014961 gene-TUB_tGut +TCONS_00014963 gene-TUB_tGut +TCONS_00014965 gene-TUB_tGut +TCONS_00014964 gene-TUB_tGut +TCONS_00014966 gene-TUB_tGut +TCONS_00014968 gene-TUB_tGut +TCONS_00014967 gene-TUB_tGut +TCONS_00014970 gene-TUB_tGut 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gene-CCDC32_tGut +TCONS_00015001 gene-PRLHR2_gGal +TCONS_00015004 gene-CCDC9B_tGut +TCONS_00015006 gene-CCDC9B_tGut +TCONS_00015005 gene-CCDC9B_tGut +TCONS_00015003 gene-CCDC9B_tGut +TCONS_00015002 gene-CCDC9B_tGut +TCONS_00015008 gene-CCDC9B_tGut +TCONS_00015007 gene-CCDC9B_tGut +TCONS_00015009 gene-PLCB2_tGut +TCONS_00015010 gene-PLCB2_tGut +TCONS_00015011 gene-PLCB2_tGut +TCONS_00015012 gene-GALNT18_tGut +TCONS_00015014 gene-USP47_tGut +TCONS_00015013 gene-USP47_tGut +TCONS_00015016 gene-USP47_tGut +TCONS_00015015 gene-USP47_tGut +TCONS_00015017 gene-USP47_tGut +TCONS_00015018 gene-MICAL2_tGut +TCONS_00015022 gene-MICAL2_tGut +TCONS_00015024 gene-MICAL2_tGut +TCONS_00015026 gene-MICAL2_tGut +TCONS_00015028 gene-MICAL2_tGut +TCONS_00015029 gene-MICAL2_tGut +TCONS_00015027 gene-MICAL2_tGut +TCONS_00015025 gene-MICAL2_tGut +TCONS_00015023 gene-MICAL2_tGut +TCONS_00015021 gene-MICAL2_tGut +TCONS_00015020 gene-MICAL2_tGut +TCONS_00015019 gene-MICAL2_tGut +TCONS_00015030 gene-PARVA_tGut 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gene-LOC115495413_tGut-like-2 +TCONS_00015186 gene-RAD9A_tGut +TCONS_00015187 gene-CARNS1_tGut +TCONS_00015188 gene-RPS6KB2_tGut +TCONS_00015190 gene-RPS6KB2_tGut +TCONS_00015189 gene-RPS6KB2_tGut +TCONS_00015191 gene-RPS6KB2_tGut +TCONS_00015192 gene-CABP4_tGut-2 +TCONS_00015193 gene-STX3_tGut +TCONS_00015196 gene-LOC100229557_tGut +TCONS_00015195 gene-LOC100229557_tGut +TCONS_00015194 gene-LOC100229557_tGut +TCONS_00015197 gene-MS4A4A_gGal +TCONS_00015198 gene-CCDC86_tGut +TCONS_00015199 gene-BAAT_gGal +TCONS_00015200 gene-ZP1_tGut +TCONS_00015201 gene-TMEM109_tGut +TCONS_00015202 gene-TMEM132A_tGut +TCONS_00015203 gene-TMEM132A_tGut +TCONS_00015204 gene-CD6_tGut +TCONS_00015205 gene-CD5_tGut +TCONS_00015206 gene-PGA5_gGal +TCONS_00015207 gene-TKFC_tGut +TCONS_00015208 gene-TMEM138_tGut +TCONS_00015209 gene-SDHAF2_tGut +TCONS_00015210 gene-SDHAF2_tGut +TCONS_00015211 gene-LRRC10B_tGut +TCONS_00015212 gene-DAGLA_tGut +TCONS_00015213 gene-DAGLA_tGut +TCONS_00015214 gene-DAGLA_tGut 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gene-SIRT3_tGut +TCONS_00015244 gene-SIRT3_tGut +TCONS_00015246 gene-BET1L_tGut +TCONS_00015247 gene-VPS51_tGut +TCONS_00015248 gene-INCENPL_gGal +TCONS_00015249 gene-LRRC55_tGut +TCONS_00015251 gene-SSRP1_tGut +TCONS_00015250 gene-SSRP1_tGut +TCONS_00015252 gene-TNKS1BP1_tGut +TCONS_00015253 gene-TNKS1BP1_tGut +TCONS_00015254 gene-PGR2/3_gGal +TCONS_00015255 gene-RTN4RL2_tGut +TCONS_00015256 gene-RTN4RL2_tGut +TCONS_00015257 gene-YRDC_tGut-like-1 +TCONS_00015258 gene-YRDC_tGut-like-1 +TCONS_00015259 gene-SERPING1_tGut +TCONS_00015260 gene-SERPING1_tGut +TCONS_00015261 gene-CLP1_tGut +TCONS_00015263 gene-ZDHHC5_tGut +TCONS_00015262 gene-ZDHHC5_tGut +TCONS_00015265 gene-TMX2_tGut +TCONS_00015264 gene-TMX2_tGut +TCONS_00015266 gene-CTNND1_tGut +TCONS_00015270 gene-CTNND1_tGut +TCONS_00015269 gene-CTNND1_tGut +TCONS_00015268 gene-CTNND1_tGut +TCONS_00015267 gene-CTNND1_tGut +TCONS_00015273 gene-CTNND1_tGut +TCONS_00015272 gene-CTNND1_tGut +TCONS_00015271 gene-CTNND1_tGut +TCONS_00015274 gene-ZFP91_tGut +TCONS_00015275 gene-CNTF_tGut +TCONS_00015276 gene-DTX4_tGut +TCONS_00015277 gene-DRD4_tGut-2 +TCONS_00015279 gene-TMEM80_tGut-1 +TCONS_00015278 gene-TMEM80_tGut-1 +TCONS_00015280 gene-TMEM80_tGut-1 +TCONS_00015281 gene-TMEM80_tGut-1 +TCONS_00015282 gene-EPS8L2_tGut-3 +TCONS_00015283 gene-DRD4_tGut-1 +TCONS_00015285 gene-TMEM80_tGut-2 +TCONS_00015284 gene-TMEM80_tGut-2 +TCONS_00015286 gene-TMEM80_tGut-2 +TCONS_00015287 gene-TMEM80_tGut-2 +TCONS_00015288 gene-EPS8L2_tGut-2 +TCONS_00015289 gene-KLHL28_tGut +TCONS_00015290 gene-FKBP3_tGut +TCONS_00015291 gene-SOUL_gGal +TCONS_00015292 gene-MIS18BP1_tGut +TCONS_00015293 gene-MDGA2_tGut +TCONS_00015294 gene-RPS29_tGut +TCONS_00015295 gene-DNAAF2_tGut +TCONS_00015296 gene-POLE2_tGut +TCONS_00015297 gene-POLE2_tGut +TCONS_00015298 gene-POLE2_tGut +TCONS_00015299 gene-VCPKMT_tGut +TCONS_00015300 gene-VCPKMT_tGut +TCONS_00015301 gene-VCPKMT_tGut +TCONS_00015303 gene-SOS2_tGut-1 +TCONS_00015302 gene-SOS2_tGut-1 +TCONS_00015304 gene-L2HGDH_tGut-2 +TCONS_00015305 gene-CDKL1_tGut +TCONS_00015306 gene-MAP4K5_tGut +TCONS_00015310 gene-MAP4K5_tGut +TCONS_00015309 gene-MAP4K5_tGut +TCONS_00015308 gene-MAP4K5_tGut +TCONS_00015307 gene-MAP4K5_tGut +TCONS_00015311 gene-SAV1_tGut +TCONS_00015312 gene-SAV1_tGut +TCONS_00015315 gene-NIN_tGut +TCONS_00015314 gene-NIN_tGut +TCONS_00015313 gene-NIN_tGut +TCONS_00015316 gene-NIN_tGut +TCONS_00015317 gene-NIN_tGut +TCONS_00015318 gene-PYGL_tGut +TCONS_00015319 gene-PYGL_tGut +TCONS_00015322 gene-TRIM9_tGut +TCONS_00015324 gene-TRIM9_tGut +TCONS_00015326 gene-TRIM9_tGut +TCONS_00015328 gene-TRIM9_tGut +TCONS_00015330 gene-TRIM9_tGut +TCONS_00015329 gene-TRIM9_tGut +TCONS_00015327 gene-TRIM9_tGut +TCONS_00015325 gene-TRIM9_tGut +TCONS_00015323 gene-TRIM9_tGut +TCONS_00015321 gene-TRIM9_tGut +TCONS_00015320 gene-TRIM9_tGut +TCONS_00015332 gene-NID2_tGut +TCONS_00015331 gene-NID2_tGut +TCONS_00015333 gene-TXNDC16_tGut +TCONS_00015334 gene-ERO1A_tGut +TCONS_00015335 gene-GNPNAT1_tGut +TCONS_00015337 gene-FERMT2_tGut +TCONS_00015336 gene-FERMT2_tGut +TCONS_00015340 gene-FERMT2_tGut +TCONS_00015339 gene-FERMT2_tGut +TCONS_00015338 gene-FERMT2_tGut +TCONS_00015344 gene-FERMT2_tGut +TCONS_00015343 gene-FERMT2_tGut +TCONS_00015342 gene-FERMT2_tGut +TCONS_00015341 gene-FERMT2_tGut +TCONS_00015347 gene-FERMT2_tGut +TCONS_00015346 gene-FERMT2_tGut +TCONS_00015345 gene-FERMT2_tGut +TCONS_00015350 gene-DDHD1_tGut +TCONS_00015351 gene-DDHD1_tGut +TCONS_00015349 gene-DDHD1_tGut +TCONS_00015348 gene-DDHD1_tGut +TCONS_00015352 gene-BMP4_tGut +TCONS_00015353 gene-CNIH1_tGut +TCONS_00015354 gene-GMFB_tGut +TCONS_00015355 gene-GCH1_tGut +TCONS_00015356 gene-WDHD1_tGut +TCONS_00015357 gene-DLGAP5_tGut +TCONS_00015358 gene-ATG14_tGut +TCONS_00015360 gene-TBPL2_tGut +TCONS_00015359 gene-TBPL2_tGut +TCONS_00015362 gene-TBPL2_tGut +TCONS_00015361 gene-TBPL2_tGut +TCONS_00015363 gene-OTX2_tGut +TCONS_00015365 gene-EXOC5_tGut +TCONS_00015364 gene-EXOC5_tGut 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+TCONS_00015426 gene-TDRD9_tGut +TCONS_00015427 gene-TDRD9_tGut +TCONS_00015428 gene-TDRD9_tGut +TCONS_00015430 gene-ZFYVE21_tGut +TCONS_00015429 gene-ZFYVE21_tGut +TCONS_00015432 gene-KLC1_tGut +TCONS_00015431 gene-KLC1_tGut +TCONS_00015434 gene-KLC1_tGut +TCONS_00015433 gene-KLC1_tGut +TCONS_00015436 gene-KLC1_tGut +TCONS_00015435 gene-KLC1_tGut +TCONS_00015438 gene-KLC1_tGut +TCONS_00015437 gene-KLC1_tGut +TCONS_00015440 gene-KLC1_tGut +TCONS_00015439 gene-KLC1_tGut +TCONS_00015442 gene-KLC1_tGut +TCONS_00015441 gene-KLC1_tGut +TCONS_00015443 gene-APOPT1_gGal +TCONS_00015444 gene-TRMT61A_tGut +TCONS_00015447 gene-MARK3_tGut +TCONS_00015449 gene-MARK3_tGut +TCONS_00015451 gene-MARK3_tGut +TCONS_00015453 gene-MARK3_tGut +TCONS_00015455 gene-MARK3_tGut +TCONS_00015457 gene-MARK3_tGut +TCONS_00015459 gene-MARK3_tGut +TCONS_00015461 gene-MARK3_tGut +TCONS_00015463 gene-MARK3_tGut +TCONS_00015465 gene-MARK3_tGut +TCONS_00015467 gene-MARK3_tGut +TCONS_00015469 gene-MARK3_tGut 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+TCONS_00015489 gene-ZNF839_tGut +TCONS_00015488 gene-ZNF839_tGut +TCONS_00015490 gene-WDR20_tGut +TCONS_00015491 gene-WDR20_tGut +TCONS_00015492 gene-WDR20_tGut +TCONS_00015493 gene-WDR20_tGut +TCONS_00015494 gene-WDR20_tGut +TCONS_00015495 gene-DYNC1H1_tGut +TCONS_00015496 gene-PPP2R5C_tGut +TCONS_00015497 gene-PPP2R5C_tGut +TCONS_00015498 gene-DLK1_tGut +TCONS_00015499 gene-WDR25_tGut +TCONS_00015500 gene-YY1_tGut +TCONS_00015501 gene-EVL_tGut +TCONS_00015503 gene-EVL_tGut +TCONS_00015502 gene-EVL_tGut +TCONS_00015505 gene-EVL_tGut +TCONS_00015504 gene-EVL_tGut +TCONS_00015507 gene-EVL_tGut +TCONS_00015506 gene-EVL_tGut +TCONS_00015509 gene-EVL_tGut +TCONS_00015508 gene-EVL_tGut +TCONS_00015511 gene-EVL_tGut +TCONS_00015510 gene-EVL_tGut +TCONS_00015512 gene-EVL_tGut +TCONS_00015513 gene-EML1_tGut +TCONS_00015514 gene-EML1_tGut +TCONS_00015519 gene-EML1_tGut +TCONS_00015521 gene-EML1_tGut +TCONS_00015522 gene-EML1_tGut +TCONS_00015520 gene-EML1_tGut +TCONS_00015518 gene-EML1_tGut +TCONS_00015517 gene-EML1_tGut +TCONS_00015516 gene-EML1_tGut +TCONS_00015515 gene-EML1_tGut +TCONS_00015527 gene-EML1_tGut +TCONS_00015529 gene-EML1_tGut +TCONS_00015528 gene-EML1_tGut +TCONS_00015525 gene-EML1_tGut +TCONS_00015526 gene-EML1_tGut +TCONS_00015524 gene-EML1_tGut +TCONS_00015523 gene-EML1_tGut +TCONS_00015530 gene-PKDCCB_gGal +TCONS_00015531 gene-CYP46A1_gGal +TCONS_00015532 gene-CYP46A1_gGal +TCONS_00015533 gene-CYP46A1_gGal +TCONS_00015534 gene-CYP46A1_gGal +TCONS_00015535 gene-HHIPL1_tGut +TCONS_00015536 gene-CCNK_tGut +TCONS_00015537 gene-CCNK_tGut +TCONS_00015540 gene-VRK1_tGut +TCONS_00015539 gene-VRK1_tGut +TCONS_00015538 gene-VRK1_tGut +TCONS_00015541 gene-VRK1_tGut +TCONS_00015542 gene-PAPOLA_tGut +TCONS_00015544 gene-PAPOLA_tGut +TCONS_00015543 gene-PAPOLA_tGut +TCONS_00015546 gene-AK7_tGut +TCONS_00015545 gene-AK7_tGut +TCONS_00015547 gene-GSKIP_gGal +TCONS_00015548 gene-BDKRB1_tGut +TCONS_00015549 gene-GLRX5_tGut +TCONS_00015550 gene-PPP4R4_tGut +TCONS_00015552 gene-PPP4R4_tGut +TCONS_00015551 gene-PPP4R4_tGut +TCONS_00015553 gene-PPP4R4_tGut +TCONS_00015554 gene-FAM181A_tGut +TCONS_00015555 gene-UNC79_tGut +TCONS_00015559 gene-UNC79_tGut +TCONS_00015561 gene-UNC79_tGut +TCONS_00015560 gene-UNC79_tGut +TCONS_00015558 gene-UNC79_tGut +TCONS_00015557 gene-UNC79_tGut +TCONS_00015556 gene-UNC79_tGut +TCONS_00015564 gene-UNC79_tGut +TCONS_00015563 gene-UNC79_tGut +TCONS_00015562 gene-UNC79_tGut +TCONS_00015565 gene-UBR7_tGut +TCONS_00015566 gene-TMEM251_tGut +TCONS_00015567 gene-CHGA_tGut +TCONS_00015568 gene-GOLGA5_tGut +TCONS_00015569 gene-RIN3_gGal +TCONS_00015570 gene-RIN3_gGal +TCONS_00015571 gene-SLC24A4_gGal +TCONS_00015573 gene-SLC24A4_gGal +TCONS_00015572 gene-SLC24A4_gGal +TCONS_00015574 gene-CPSF2_tGut +TCONS_00015575 gene-DGLUCY_tGut +TCONS_00015576 gene-CALM1_tGut +TCONS_00015577 gene-PSMC1_tGut +TCONS_00015578 gene-KCNK13_tGut +TCONS_00015579 gene-LOC124418387_gGal +TCONS_00015580 gene-TDP1_tGut +TCONS_00015581 gene-TDP1_tGut +TCONS_00015582 gene-TTC8_tGut +TCONS_00015583 gene-TTC8_tGut +TCONS_00015584 gene-ZC3H14_tGut +TCONS_00015586 gene-ZC3H14_tGut +TCONS_00015585 gene-ZC3H14_tGut +TCONS_00015587 gene-ZC3H14_tGut +TCONS_00015589 gene-SPATA7_tGut +TCONS_00015588 gene-SPATA7_tGut +TCONS_00015591 gene-SPATA7_tGut +TCONS_00015590 gene-SPATA7_tGut +TCONS_00015592 gene-GPR65_tGut +TCONS_00015593 gene-FLRT2_tGut +TCONS_00015594 gene-TSHR_tGut +TCONS_00015597 gene-TSHR_tGut +TCONS_00015596 gene-TSHR_tGut +TCONS_00015595 gene-TSHR_tGut +TCONS_00015600 gene-ADCK1_tGut +TCONS_00015601 gene-ADCK1_tGut +TCONS_00015599 gene-ADCK1_tGut +TCONS_00015598 gene-ADCK1_tGut +TCONS_00015602 gene-ALKBH1_tGut +TCONS_00015603 gene-ALKBH1_tGut +TCONS_00015604 gene-AHSA1_tGut +TCONS_00015605 gene-SAMD15_tGut +TCONS_00015607 gene-SAMD15_tGut +TCONS_00015606 gene-SAMD15_tGut +TCONS_00015609 gene-GSTZ1_tGut +TCONS_00015608 gene-GSTZ1_tGut +TCONS_00015611 gene-GSTZ1_tGut +TCONS_00015610 gene-GSTZ1_tGut +TCONS_00015612 gene-TMEM63C_tGut +TCONS_00015613 gene-TMEM63C_tGut +TCONS_00015614 gene-TMEM63C_tGut +TCONS_00015615 gene-CIPC_tGut +TCONS_00015616 gene-VASH1_tGut +TCONS_00015617 gene-ESRRB_tGut +TCONS_00015618 gene-ESRRB_tGut +TCONS_00015619 gene-ESRRB_tGut +TCONS_00015621 gene-GPATCH2L_tGut +TCONS_00015620 gene-GPATCH2L_tGut +TCONS_00015622 gene-GPATCH2L_tGut +TCONS_00015623 gene-GPATCH2L_tGut +TCONS_00015625 gene-IFT43_tGut +TCONS_00015624 gene-IFT43_tGut +TCONS_00015627 gene-IFT43_tGut +TCONS_00015626 gene-IFT43_tGut +TCONS_00015630 gene-TTLL5_tGut +TCONS_00015629 gene-TTLL5_tGut +TCONS_00015628 gene-TTLL5_tGut +TCONS_00015631 gene-FLVCR2_tGut +TCONS_00015632 gene-BATF_tGut +TCONS_00015633 gene-JDP2_tGut +TCONS_00015634 gene-FOS_tGut +TCONS_00015635 gene-ZC2HC1C_tGut +TCONS_00015636 gene-ZC2HC1C_tGut +TCONS_00015637 gene-EIF2B2_tGut +TCONS_00015638 gene-EIF2B2_tGut +TCONS_00015639 gene-DLST_tGut +TCONS_00015640 gene-YLPM1_tGut +TCONS_00015644 gene-YLPM1_tGut +TCONS_00015643 gene-YLPM1_tGut +TCONS_00015642 gene-YLPM1_tGut +TCONS_00015641 gene-YLPM1_tGut +TCONS_00015645 gene-YLPM1_tGut +TCONS_00015646 gene-FCF1_tGut +TCONS_00015647 gene-NPC2_tGut +TCONS_00015648 gene-VRTN_tGut +TCONS_00015650 gene-ACSS1B_gGal +TCONS_00015649 gene-ACSS1B_gGal +TCONS_00015651 gene-ACSS1B_gGal +TCONS_00015653 gene-VSX2_tGut +TCONS_00015652 gene-VSX2_tGut +TCONS_00015654 gene-LIN52_tGut +TCONS_00015655 gene-LIN52_tGut +TCONS_00015656 gene-LIN52_tGut +TCONS_00015657 gene-LIN52_tGut +TCONS_00015658 gene-COQ6_tGut +TCONS_00015659 gene-ZNF410_tGut +TCONS_00015660 gene-ZNF410_tGut +TCONS_00015663 gene-MIA2_tGut +TCONS_00015664 gene-MIA2_tGut +TCONS_00015662 gene-MIA2_tGut +TCONS_00015661 gene-MIA2_tGut +TCONS_00015665 gene-PNN_tGut +TCONS_00015666 gene-GEMIN2_tGut +TCONS_00015667 gene-SSTR1_tGut +TCONS_00015668 gene-FOXA1_tGut +TCONS_00015669 gene-LOC124418000_gGal +TCONS_00015670 gene-MIPOL1_tGut +TCONS_00015671 gene-MIPOL1_tGut +TCONS_00015672 gene-MIPOL1_tGut +TCONS_00015674 gene-PAX9_tGut +TCONS_00015673 gene-PAX9_tGut +TCONS_00015675 gene-BRMS1L_tGut +TCONS_00015676 gene-PSMA6_tGut +TCONS_00015678 gene-PRORP_tGut +TCONS_00015677 gene-PRORP_tGut +TCONS_00015679 gene-FAM177A1_tGut +TCONS_00015680 gene-SRP54_tGut +TCONS_00015682 gene-NPAS3_tGut +TCONS_00015681 gene-NPAS3_tGut +TCONS_00015684 gene-NPAS3_tGut +TCONS_00015683 gene-NPAS3_tGut +TCONS_00015685 gene-AKAP6_gGal +TCONS_00015686 gene-AKAP6_gGal +TCONS_00015687 gene-ARHGAP5_tGut +TCONS_00015688 gene-NUBPL_tGut +TCONS_00015689 gene-AP4S1_tGut +TCONS_00015690 gene-AP4S1_tGut +TCONS_00015692 gene-COCH_tGut +TCONS_00015691 gene-COCH_tGut +TCONS_00015693 gene-SCFD1_tGut +TCONS_00015694 gene-SCFD1_tGut +TCONS_00015695 gene-G2E3_tGut +TCONS_00015696 gene-G2E3_tGut +TCONS_00015698 gene-G2E3_tGut +TCONS_00015697 gene-G2E3_tGut +TCONS_00015699 gene-G2E3_tGut +TCONS_00015700 gene-FOXG1_gGal +TCONS_00015701 gene-GJD2_tGut +TCONS_00015702 gene-ACTC1_tGut +TCONS_00015703 gene-AQR_tGut +TCONS_00015704 gene-ZNF770_tGut +TCONS_00015705 gene-DPH6_tGut +TCONS_00015706 gene-DPH6_tGut +TCONS_00015707 gene-DPH6_tGut +TCONS_00015709 gene-DPH6_tGut +TCONS_00015708 gene-DPH6_tGut +TCONS_00015710 gene-DPH6_tGut +TCONS_00015711 gene-DPH6_tGut +TCONS_00015712 gene-LOC100224784_tGut +TCONS_00015713 gene-LOC100224784_tGut +TCONS_00015714 gene-LOC100224784_tGut +TCONS_00015715 gene-LOC100224784_tGut +TCONS_00015716 gene-MEIS1_tGut-like-2 +TCONS_00015717 gene-MEIS2_tGut-like-2 +TCONS_00015719 gene-MEIS1_tGut-like-2 +TCONS_00015718 gene-MEIS1_tGut-like-2 +TCONS_00015722 gene-MEIS2_tGut-like-2 +TCONS_00015721 gene-MEIS2_tGut-like-2 +TCONS_00015720 gene-MEIS2_tGut-like-2 +TCONS_00015723 gene-MEIS2_tGut-like-2 +TCONS_00015726 gene-MEIS2_tGut-like-2 +TCONS_00015725 gene-MEIS2_tGut-like-2 +TCONS_00015724 gene-MEIS2_tGut-like-2 +TCONS_00015727 gene-RASGRP1_tGut +TCONS_00015728 gene-RASGRP1_tGut +TCONS_00015730 gene-RASGRP1_tGut +TCONS_00015729 gene-RASGRP1_tGut +TCONS_00015731 gene-FMN1_tGut +TCONS_00015732 gene-FMN1_tGut +TCONS_00015733 gene-AVEN_tGut +TCONS_00015734 gene-LOC116808484_tGut +TCONS_00015735 gene-EMC7_tGut +TCONS_00015736 gene-KATNBL1_tGut +TCONS_00015737 gene-SRP14_tGut +TCONS_00015738 gene-BMF_tGut +TCONS_00015739 gene-ATP6V1D_tGut +TCONS_00015740 gene-ATP6V1D_tGut +TCONS_00015741 gene-LGALSL2_gGal +TCONS_00015742 gene-LGALSL2_gGal +TCONS_00015743 gene-RDH11_gGal +TCONS_00015744 gene-ARG2_tGut +TCONS_00015745 gene-PLEKHH1_tGut +TCONS_00015746 gene-PLEKHH1_tGut +TCONS_00015747 gene-PLEKHH1_tGut +TCONS_00015748 gene-ZFP36L1_tGut +TCONS_00015749 gene-SRSF5A_gGal +TCONS_00015751 gene-ACTN1_tGut +TCONS_00015750 gene-ACTN1_tGut +TCONS_00015755 gene-ACTN1_tGut +TCONS_00015754 gene-ACTN1_tGut +TCONS_00015753 gene-ACTN1_tGut +TCONS_00015752 gene-ACTN1_tGut +TCONS_00015756 gene-DCAF5_tGut +TCONS_00015757 gene-ERH_tGut +TCONS_00015758 gene-CCDC177_tGut +TCONS_00015761 gene-SLC8A3_tGut +TCONS_00015762 gene-SLC8A3_tGut +TCONS_00015760 gene-SLC8A3_tGut +TCONS_00015759 gene-SLC8A3_tGut +TCONS_00015763 gene-COX16_gGal +TCONS_00015764 gene-COX16_gGal +TCONS_00015765 gene-COX16_gGal +TCONS_00015766 gene-COX16_gGal +TCONS_00015767 gene-SYNJ2BP_gGal +TCONS_00015768 gene-SYNJ2BP_gGal +TCONS_00015769 gene-ADAM20_gGal +TCONS_00015770 gene-MED6_tGut +TCONS_00015772 gene-MAP3K9_tGut +TCONS_00015771 gene-MAP3K9_tGut +TCONS_00015773 gene-DPF3_tGut +TCONS_00015776 gene-DPF3_tGut +TCONS_00015775 gene-DPF3_tGut +TCONS_00015774 gene-DPF3_tGut +TCONS_00015779 gene-DPF3_tGut +TCONS_00015778 gene-DPF3_tGut +TCONS_00015777 gene-DPF3_tGut +TCONS_00015780 gene-ZFYVE1_tGut +TCONS_00015781 gene-ZFYVE1_tGut +TCONS_00015784 gene-NUMB_tGut +TCONS_00015786 gene-NUMB_tGut +TCONS_00015787 gene-NUMB_tGut +TCONS_00015785 gene-NUMB_tGut +TCONS_00015783 gene-NUMB_tGut +TCONS_00015782 gene-NUMB_tGut +TCONS_00015788 gene-MIDEAS_tGut +TCONS_00015789 gene-MIDEAS_tGut +TCONS_00015790 gene-TMEM62_tGut +TCONS_00015791 gene-TMEM62_tGut +TCONS_00015792 gene-PRPH2L_gGal +TCONS_00015793 gene-LOC115495688_tGut +TCONS_00015794 gene-STARD9_tGut +TCONS_00015795 gene-STARD9_tGut +TCONS_00015796 gene-HAUS2_tGut +TCONS_00015797 gene-SNAP23_tGut +TCONS_00015799 gene-CAPN3_tGut +TCONS_00015798 gene-CAPN3_tGut +TCONS_00015800 gene-GANC_tGut +TCONS_00015802 gene-GANC_tGut +TCONS_00015801 gene-GANC_tGut +TCONS_00015803 gene-GANC_tGut +TCONS_00015805 gene-PLA2G4B_gGal +TCONS_00015804 gene-PLA2G4B_gGal +TCONS_00015806 gene-LOC101233080_tGut +TCONS_00015807 gene-LOC101233080_tGut +TCONS_00015810 gene-JMJD7_tGut +TCONS_00015809 gene-JMJD7_tGut +TCONS_00015808 gene-JMJD7_tGut +TCONS_00015813 gene-MAPKBP1_tGut +TCONS_00015812 gene-MAPKBP1_tGut +TCONS_00015811 gene-MAPKBP1_tGut +TCONS_00015814 gene-MGA_gGal +TCONS_00015818 gene-MGA_gGal +TCONS_00015820 gene-MGA_gGal +TCONS_00015819 gene-MGA_gGal +TCONS_00015817 gene-MGA_gGal +TCONS_00015816 gene-MGA_gGal +TCONS_00015815 gene-MGA_gGal +TCONS_00015821 gene-MGA_gGal +TCONS_00015822 gene-TYRO3_tGut +TCONS_00015823 gene-TYRO3_tGut +TCONS_00015824 gene-LOC100227695_tGut +TCONS_00015825 gene-LOC100227695_tGut +TCONS_00015826 gene-ITPKA_tGut +TCONS_00015827 gene-LOC100221947_tGut +TCONS_00015828 gene-NUSAP1_tGut +TCONS_00015829 gene-CHP1_gGal +TCONS_00015830 gene-CHAC1_tGut +TCONS_00015831 gene-DLL4_tGut +TCONS_00015832 gene-DLL4_tGut +TCONS_00015833 gene-VPS18_tGut +TCONS_00015836 gene-SPINT1_tGut +TCONS_00015838 gene-SPINT1_tGut +TCONS_00015837 gene-SPINT1_tGut +TCONS_00015835 gene-SPINT1_tGut +TCONS_00015834 gene-SPINT1_tGut +TCONS_00015839 gene-ZFYVE19_tGut +TCONS_00015840 gene-ZFYVE19_tGut +TCONS_00015841 gene-UVS2_gGal +TCONS_00015842 gene-CHST1_tGut +TCONS_00015843 gene-C5H11orf94_tGut +TCONS_00015844 gene-PEX16_tGut +TCONS_00015846 gene-PHF21A_tGut +TCONS_00015845 gene-PHF21A_tGut +TCONS_00015850 gene-PHF21A_tGut +TCONS_00015849 gene-PHF21A_tGut +TCONS_00015848 gene-PHF21A_tGut +TCONS_00015847 gene-PHF21A_tGut +TCONS_00015851 gene-CHRM4_tGut +TCONS_00015852 gene-CHRM4_tGut +TCONS_00015854 gene-AMBRA1_tGut +TCONS_00015853 gene-AMBRA1_tGut +TCONS_00015855 gene-HARBI1_tGut +TCONS_00015857 gene-ARHGAP1_tGut +TCONS_00015856 gene-ARHGAP1_tGut +TCONS_00015860 gene-CKAP5_tGut +TCONS_00015861 gene-CKAP5_tGut +TCONS_00015859 gene-CKAP5_tGut +TCONS_00015858 gene-CKAP5_tGut +TCONS_00015862 gene-LRP4_tGut +TCONS_00015864 gene-LRP4_tGut +TCONS_00015863 gene-LRP4_tGut +TCONS_00015865 gene-LRP4_tGut +TCONS_00015866 gene-ARFGAP2_tGut +TCONS_00015868 gene-ARFGAP2_tGut +TCONS_00015867 gene-ARFGAP2_tGut +TCONS_00015871 gene-PACSIN3_tGut +TCONS_00015872 gene-PACSIN3_tGut +TCONS_00015870 gene-PACSIN3_tGut +TCONS_00015869 gene-PACSIN3_tGut +TCONS_00015873 gene-ACP2_tGut +TCONS_00015876 gene-MYBPC3_tGut +TCONS_00015877 gene-MYBPC3_tGut +TCONS_00015875 gene-MYBPC3_tGut +TCONS_00015874 gene-MYBPC3_tGut +TCONS_00015878 gene-SPI1_tGut +TCONS_00015880 gene-PSMC3_tGut +TCONS_00015879 gene-PSMC3_tGut +TCONS_00015883 gene-RAPSN_tGut +TCONS_00015882 gene-RAPSN_tGut +TCONS_00015881 gene-RAPSN_tGut +TCONS_00015886 gene-RAPSN_tGut +TCONS_00015885 gene-RAPSN_tGut +TCONS_00015884 gene-RAPSN_tGut +TCONS_00015889 gene-CELF1_tGut +TCONS_00015890 gene-CELF1_tGut +TCONS_00015888 gene-CELF1_tGut +TCONS_00015887 gene-CELF1_tGut +TCONS_00015893 gene-CELF1_tGut +TCONS_00015892 gene-CELF1_tGut +TCONS_00015891 gene-CELF1_tGut +TCONS_00015897 gene-CELF1_tGut +TCONS_00015896 gene-CELF1_tGut +TCONS_00015895 gene-CELF1_tGut +TCONS_00015894 gene-CELF1_tGut +TCONS_00015898 gene-KBTBD4_tGut +TCONS_00015899 gene-KBTBD4_tGut +TCONS_00015900 gene-C1QTNF4_tGut +TCONS_00015901 gene-C1QTNF4_tGut +TCONS_00015902 gene-ASTL_gGal +TCONS_00015903 gene-PRDM11_tGut +TCONS_00015904 gene-PRDM11_tGut +TCONS_00015905 gene-PRDM11_tGut +TCONS_00015906 gene-PRDM11_tGut +TCONS_00015907 gene-PRDM11_tGut +TCONS_00015908 gene-PRDM11_tGut +TCONS_00015909 gene-TSPAN18_tGut +TCONS_00015910 gene-CD82_tGut +TCONS_00015911 gene-EXT2_tGut +TCONS_00015912 gene-EXT2_tGut +TCONS_00015914 gene-ACCS_tGut +TCONS_00015913 gene-ACCS_tGut +TCONS_00015915 gene-ACCS_tGut +TCONS_00015916 gene-C5H11orf96_tGut +TCONS_00015917 gene-ALKBH3_tGut +TCONS_00015918 gene-HSD17B12_gGal +TCONS_00015919 gene-TTC17_tGut +TCONS_00015920 gene-TTC17_tGut +TCONS_00015921 gene-API5_tGut +TCONS_00015923 gene-IFTAP_tGut +TCONS_00015922 gene-IFTAP_tGut +TCONS_00015924 gene-RAG1_tGut +TCONS_00015926 gene-PRR5L_tGut +TCONS_00015925 gene-PRR5L_tGut +TCONS_00015927 gene-LDLRAD3_tGut +TCONS_00015928 gene-LDLRAD3_tGut +TCONS_00015929 gene-LDLRAD3_tGut +TCONS_00015931 gene-LDLRAD3_tGut +TCONS_00015930 gene-LDLRAD3_tGut +TCONS_00015932 gene-FJX1_tGut +TCONS_00015935 gene-CD44_tGut +TCONS_00015937 gene-CD44_tGut +TCONS_00015939 gene-CD44_tGut +TCONS_00015941 gene-CD44_tGut +TCONS_00015943 gene-CD44_tGut +TCONS_00015945 gene-CD44_tGut +TCONS_00015944 gene-CD44_tGut +TCONS_00015942 gene-CD44_tGut +TCONS_00015940 gene-CD44_tGut +TCONS_00015938 gene-CD44_tGut +TCONS_00015936 gene-CD44_tGut +TCONS_00015934 gene-CD44_tGut +TCONS_00015933 gene-CD44_tGut +TCONS_00015946 gene-CD44_tGut +TCONS_00015947 gene-CD44_tGut +TCONS_00015948 gene-CD44_tGut +TCONS_00015949 gene-PDHX_tGut +TCONS_00015950 gene-PDHX_tGut +TCONS_00015951 gene-EHF_tGut +TCONS_00015952 gene-LOC101751123_gGal +TCONS_00015954 gene-GAL_tGut +TCONS_00015953 gene-GAL_tGut +TCONS_00015957 gene-PPP6R3_tGut +TCONS_00015956 gene-PPP6R3_tGut +TCONS_00015955 gene-PPP6R3_tGut +TCONS_00015960 gene-PPP6R3_tGut +TCONS_00015959 gene-PPP6R3_tGut +TCONS_00015958 gene-PPP6R3_tGut +TCONS_00015962 gene-PPP6R3_tGut +TCONS_00015961 gene-PPP6R3_tGut +TCONS_00015963 gene-PPP6R3_tGut +TCONS_00015964 gene-LRP5_tGut +TCONS_00015965 gene-LRP5_tGut +TCONS_00015966 gene-C5H11orf24_tGut +TCONS_00015967 gene-RNH1_tGut +TCONS_00015968 gene-RNH1_tGut +TCONS_00015969 gene-HRAS_tGut +TCONS_00015970 gene-IRF7_tGut +TCONS_00015971 gene-SLC25A22_tGut +TCONS_00015972 gene-PIDD1_tGut +TCONS_00015973 gene-POLR2L_tGut +TCONS_00015974 gene-CHID1_tGut +TCONS_00015977 gene-MUC6_tGut +TCONS_00015976 gene-MUC6_tGut +TCONS_00015975 gene-MUC6_tGut +TCONS_00015978 gene-MUC6_tGut +TCONS_00015979 gene-TOLLIP_gGal +TCONS_00015981 gene-TOLLIP_gGal +TCONS_00015980 gene-TOLLIP_gGal +TCONS_00015982 gene-MOB2_tGut +TCONS_00015983 gene-MOB2_tGut +TCONS_00015984 gene-MOB2_tGut +TCONS_00015985 gene-MOB2_tGut +TCONS_00015986 gene-DUSP8_tGut +TCONS_00015987 gene-DUSP8_tGut +TCONS_00015988 gene-IFITM10_tGut +TCONS_00015989 gene-IFITM10_tGut +TCONS_00015990 gene-CTSD_tGut +TCONS_00015991 gene-LOC100229613_tGut +TCONS_00015992 gene-PRR33_gGal +TCONS_00015993 gene-IGF2_tGut +TCONS_00015994 gene-INS_tGut +TCONS_00015995 gene-TH_tGut +TCONS_00015996 gene-ASCL2_tGut +TCONS_00015997 gene-TRPM5_tGut +TCONS_00015998 gene-TRPM5_tGut +TCONS_00015999 gene-CDKN1C_tGut +TCONS_00016000 gene-PHLDA2_tGut +TCONS_00016001 gene-NAP1L4_tGut +TCONS_00016002 gene-NAP1L4_tGut +TCONS_00016003 gene-NAP1L4_tGut +TCONS_00016004 gene-NAP1L4_tGut +TCONS_00016005 gene-CARS1_tGut +TCONS_00016006 gene-LOC100231625_tGut +TCONS_00016007 gene-OSBPL5_tGut +TCONS_00016008 gene-OSBPL5_tGut +TCONS_00016009 gene-OSBPL5_tGut +TCONS_00016010 gene-OSBPL5_tGut +TCONS_00016011 gene-OSBPL5_tGut +TCONS_00016012 gene-PTPRJ_tGut +TCONS_00016013 gene-PTPRJ_tGut +TCONS_00016016 gene-PTPRJ_tGut +TCONS_00016015 gene-PTPRJ_tGut +TCONS_00016014 gene-PTPRJ_tGut +TCONS_00016018 gene-PTPRJ_tGut +TCONS_00016017 gene-PTPRJ_tGut +TCONS_00016019 gene-PTPRJ_tGut +TCONS_00016020 gene-PTPRJ_tGut +TCONS_00016021 gene-TMEM86A_tGut +TCONS_00016022 gene-LDHA_gGal +TCONS_00016023 gene-GTF2H1_tGut +TCONS_00016024 gene-KCNC1_tGut +TCONS_00016026 gene-KCNC1_tGut +TCONS_00016025 gene-KCNC1_tGut +TCONS_00016028 gene-KCNC1_tGut +TCONS_00016027 gene-KCNC1_tGut +TCONS_00016030 gene-KCNC1_tGut +TCONS_00016029 gene-KCNC1_tGut +TCONS_00016031 gene-KCNC1_tGut +TCONS_00016032 gene-MYOD1_tGut +TCONS_00016033 gene-FTL_gGal +TCONS_00016034 gene-OTOG_tGut +TCONS_00016035 gene-NUCB2_tGut +TCONS_00016036 gene-C5H11orf58_tGut +TCONS_00016037 gene-INSC_tGut +TCONS_00016038 gene-CALCB_tGut +TCONS_00016039 gene-CALCB_tGut +TCONS_00016040 gene-PDE3B_tGut +TCONS_00016042 gene-RIC3_tGut +TCONS_00016041 gene-RIC3_tGut +TCONS_00016043 gene-LMO1_tGut +TCONS_00016044 gene-TRIM66_tGut +TCONS_00016045 gene-TRIM66_tGut +TCONS_00016046 gene-TRIM66_tGut +TCONS_00016047 gene-TRIM66_tGut +TCONS_00016048 gene-RPL27A_tGut +TCONS_00016049 gene-DENND2B_tGut +TCONS_00016050 gene-DENND2B_tGut +TCONS_00016052 gene-C5H11orf16_tGut +TCONS_00016051 gene-C5H11orf16_tGut +TCONS_00016053 gene-ASCL3_tGut +TCONS_00016054 gene-TMEM9B_tGut +TCONS_00016055 gene-NRIP3_tGut +TCONS_00016056 gene-SCUBE2_tGut +TCONS_00016060 gene-SCUBE2_tGut +TCONS_00016059 gene-SCUBE2_tGut +TCONS_00016058 gene-SCUBE2_tGut +TCONS_00016057 gene-SCUBE2_tGut +TCONS_00016061 gene-SCUBE2_tGut +TCONS_00016064 gene-DENND5A_tGut +TCONS_00016065 gene-DENND5A_tGut +TCONS_00016063 gene-DENND5A_tGut +TCONS_00016062 gene-DENND5A_tGut +TCONS_00016066 gene-TMEM41B_tGut +TCONS_00016069 gene-SBF2_tGut +TCONS_00016070 gene-SBF2_tGut +TCONS_00016068 gene-SBF2_tGut 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reg_784_tGut +TCONS_00016104 reg_784_tGut +TCONS_00016105 reg_784_tGut +TCONS_00016106 reg_784_tGut +TCONS_00016107 reg_784_tGut +TCONS_00016108 reg_784_tGut +TCONS_00016109 reg_784_tGut +TCONS_00016110 reg_784_tGut +TCONS_00016111 reg_784_tGut +TCONS_00016113 reg_784_tGut +TCONS_00016112 reg_784_tGut +TCONS_00016114 gene-PITPNM1_tGut +TCONS_00016115 gene-CDK2AP2_tGut +TCONS_00016116 gene-CABP2_tGut +TCONS_00016117 gene-CABP2_tGut +TCONS_00016118 gene-NUDT8_tGut +TCONS_00016119 gene-MTCH2_tGut +TCONS_00016120 gene-AGBL2_tGut +TCONS_00016124 gene-AGBL2_tGut +TCONS_00016123 gene-AGBL2_tGut +TCONS_00016122 gene-AGBL2_tGut +TCONS_00016121 gene-AGBL2_tGut +TCONS_00016126 gene-FNBP4_tGut +TCONS_00016125 gene-FNBP4_tGut +TCONS_00016128 gene-NUP160_tGut +TCONS_00016127 gene-NUP160_tGut +TCONS_00016130 gene-SPTB_tGut +TCONS_00016129 gene-SPTB_tGut +TCONS_00016132 gene-SPTB_tGut +TCONS_00016131 gene-SPTB_tGut +TCONS_00016133 gene-RAB15_tGut-like-1 +TCONS_00016134 gene-RAB15_tGut-like-1 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gene-BTBD10_tGut +TCONS_00016166 gene-BTBD10_tGut +TCONS_00016167 gene-BTBD10_tGut +TCONS_00016168 gene-PTH_tGut +TCONS_00016169 gene-PPFIBP2_tGut +TCONS_00016171 gene-PPFIBP2_tGut +TCONS_00016170 gene-PPFIBP2_tGut +TCONS_00016172 gene-PPFIBP2_tGut +TCONS_00016173 gene-PPFIBP2_tGut +TCONS_00016174 gene-PPFIBP2_tGut +TCONS_00016175 gene-PPFIBP2_tGut +TCONS_00016179 gene-PPFIBP2_tGut +TCONS_00016180 gene-PPFIBP2_tGut +TCONS_00016178 gene-PPFIBP2_tGut +TCONS_00016177 gene-PPFIBP2_tGut +TCONS_00016176 gene-PPFIBP2_tGut +TCONS_00016181 gene-PPFIBP2_tGut +TCONS_00016187 gene-PPFIBP2_tGut +TCONS_00016188 gene-PPFIBP2_tGut +TCONS_00016185 gene-PPFIBP2_tGut +TCONS_00016186 gene-PPFIBP2_tGut +TCONS_00016184 gene-PPFIBP2_tGut +TCONS_00016183 gene-PPFIBP2_tGut +TCONS_00016182 gene-PPFIBP2_tGut +TCONS_00016189 gene-PPFIBP2_tGut +TCONS_00016194 gene-PPFIBP2_tGut +TCONS_00016192 gene-PPFIBP2_tGut +TCONS_00016193 gene-PPFIBP2_tGut +TCONS_00016191 gene-PPFIBP2_tGut +TCONS_00016190 gene-PPFIBP2_tGut 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gene-PPP1CA_tGut +TCONS_00016283 gene-LOC115495417_tGut-2 +TCONS_00016285 gene-LOC115495417_tGut-2 +TCONS_00016284 gene-LOC115495417_tGut-2 +TCONS_00016286 gene-CORO1B_tGut +TCONS_00016288 gene-OSBP_gGal-2 +TCONS_00016287 gene-OSBP_gGal-2 +TCONS_00016289 gene-PATL1_tGut +TCONS_00016290 gene-MRPL16_tGut +TCONS_00016291 gene-PRPF19_tGut +TCONS_00016292 gene-VPS37C_tGut +TCONS_00016295 gene-VWCE_tGut +TCONS_00016297 gene-VWCE_tGut +TCONS_00016296 gene-VWCE_tGut +TCONS_00016294 gene-VWCE_tGut +TCONS_00016293 gene-VWCE_tGut +TCONS_00016298 gene-DDB1_tGut +TCONS_00016299 gene-CYBASC3_tGut +TCONS_00016300 gene-CYBASC3_tGut +TCONS_00016301 gene-SYT7_tGut +TCONS_00016302 gene-SYT7_tGut +TCONS_00016304 gene-SYT7_tGut +TCONS_00016303 gene-SYT7_tGut +TCONS_00016305 gene-TMEM258_tGut-1 +TCONS_00016306 gene-LOC115495661_tGut-like-10 +TCONS_00016307 gene-LOC115490544_tGut-like-11 +TCONS_00016308 gene-RMDN3_tGut +TCONS_00016310 gene-DNAJC17_tGut +TCONS_00016309 gene-DNAJC17_tGut +TCONS_00016311 gene-LOC100228623_tGut +TCONS_00016312 gene-LOC121468017_tGut +TCONS_00016313 gene-MRPL21_tGut +TCONS_00016314 gene-MRPL21_tGut +TCONS_00016315 gene-SYT12_tGut +TCONS_00016316 gene-PTDSS2_tGut +TCONS_00016317 gene-PTDSS2_tGut +TCONS_00016318 gene-PTDSS2_tGut +TCONS_00016319 gene-PTDSS2_tGut +TCONS_00016320 gene-PTDSS2_tGut +TCONS_00016321 gene-PKP3_tGut +TCONS_00016322 gene-PKP3_tGut +TCONS_00016323 gene-B4GALNT4_tGut +TCONS_00016324 gene-PGGHG_tGut +TCONS_00016326 gene-PSMD13_tGut +TCONS_00016325 gene-PSMD13_tGut +TCONS_00016327 gene-RIC8A_tGut +TCONS_00016328 gene-INCENP_gGal +TCONS_00016329 gene-APLNR_tGut +TCONS_00016330 gene-P2RX3_tGut +TCONS_00016331 gene-P2RX3_tGut +TCONS_00016332 gene-SLC43A3_tGut +TCONS_00016333 gene-SLC43A3_tGut +TCONS_00016334 gene-SLC43A3_tGut +TCONS_00016335 gene-SLC43A3_tGut +TCONS_00016336 gene-SLC43A3_tGut +TCONS_00016337 gene-TIMM10_tGut-2 +TCONS_00016338 gene-UBE2L6_gGal-1 +TCONS_00016339 gene-UBE2L6_gGal-1 +TCONS_00016340 gene-YPEL4_tGut 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gene-TMEM71_tGut +TCONS_00016459 gene-TMEM71_tGut +TCONS_00016460 gene-TMEM71_tGut +TCONS_00016461 gene-DNAAF11_tGut +TCONS_00016462 gene-DNAAF11_tGut +TCONS_00016465 gene-KCNQ3_tGut +TCONS_00016464 gene-KCNQ3_tGut +TCONS_00016463 gene-KCNQ3_tGut +TCONS_00016466 gene-HHLA1_tGut +TCONS_00016468 gene-HHLA1_tGut +TCONS_00016467 gene-HHLA1_tGut +TCONS_00016469 gene-HHLA1_tGut +TCONS_00016472 gene-OC90_gGal +TCONS_00016474 gene-OC90_gGal +TCONS_00016475 gene-OC90_gGal +TCONS_00016473 gene-OC90_gGal +TCONS_00016471 gene-OC90_gGal +TCONS_00016470 gene-OC90_gGal +TCONS_00016477 gene-ADCY8_tGut +TCONS_00016476 gene-ADCY8_tGut +TCONS_00016478 gene-ASAP1_tGut +TCONS_00016482 gene-ASAP1_tGut +TCONS_00016484 gene-ASAP1_tGut +TCONS_00016483 gene-ASAP1_tGut +TCONS_00016481 gene-ASAP1_tGut +TCONS_00016480 gene-ASAP1_tGut +TCONS_00016479 gene-ASAP1_tGut +TCONS_00016485 gene-ASAP1_tGut +TCONS_00016487 gene-CYRIB_tGut +TCONS_00016486 gene-CYRIB_tGut +TCONS_00016488 gene-CYRIB_tGut +TCONS_00016489 gene-CYRIB_tGut +TCONS_00016490 gene-LRATD2_tGut +TCONS_00016491 gene-WASHC5_tGut +TCONS_00016494 gene-MTSS1_tGut +TCONS_00016496 gene-MTSS1_tGut +TCONS_00016498 gene-MTSS1_tGut +TCONS_00016500 gene-MTSS1_tGut +TCONS_00016502 gene-MTSS1_tGut +TCONS_00016501 gene-MTSS1_tGut +TCONS_00016499 gene-MTSS1_tGut +TCONS_00016497 gene-MTSS1_tGut +TCONS_00016495 gene-MTSS1_tGut +TCONS_00016493 gene-MTSS1_tGut +TCONS_00016492 gene-MTSS1_tGut +TCONS_00016503 gene-MTSS1_tGut +TCONS_00016504 gene-MTSS1_tGut +TCONS_00016505 gene-TATDN1_tGut +TCONS_00016506 gene-TATDN1_tGut +TCONS_00016507 gene-TATDN1_tGut +TCONS_00016508 gene-TATDN1_tGut +TCONS_00016509 gene-TATDN1_tGut +TCONS_00016512 gene-TMEM65_tGut +TCONS_00016511 gene-TMEM65_tGut +TCONS_00016510 gene-TMEM65_tGut +TCONS_00016514 gene-ANXA13_tGut +TCONS_00016513 gene-ANXA13_tGut +TCONS_00016515 gene-KLHL38_tGut +TCONS_00016516 gene-KLHL38_tGut +TCONS_00016517 gene-FBXO32_tGut +TCONS_00016519 gene-ATAD2_tGut-like-1 +TCONS_00016518 gene-ATAD2_tGut-like-1 +TCONS_00016520 gene-ZHX1_tGut +TCONS_00016522 gene-C2H8orf76_tGut +TCONS_00016521 gene-C2H8orf76_tGut +TCONS_00016523 gene-DERL1_tGut +TCONS_00016524 gene-HAS2_tGut +TCONS_00016525 gene-SNTB1_tGut +TCONS_00016526 gene-MRPL13_tGut +TCONS_00016527 gene-DSCC1_tGut +TCONS_00016529 gene-TAF2_tGut +TCONS_00016528 gene-TAF2_tGut +TCONS_00016530 gene-TAF2_tGut +TCONS_00016533 gene-ENPP2_tGut +TCONS_00016535 gene-ENPP2_tGut +TCONS_00016534 gene-ENPP2_tGut +TCONS_00016532 gene-ENPP2_tGut +TCONS_00016531 gene-ENPP2_tGut +TCONS_00016539 gene-ENPP2_tGut +TCONS_00016540 gene-ENPP2_tGut +TCONS_00016538 gene-ENPP2_tGut +TCONS_00016537 gene-ENPP2_tGut +TCONS_00016536 gene-ENPP2_tGut +TCONS_00016543 gene-ENPP2_tGut +TCONS_00016544 gene-ENPP2_tGut +TCONS_00016542 gene-ENPP2_tGut +TCONS_00016541 gene-ENPP2_tGut +TCONS_00016550 gene-ENPP2_tGut +TCONS_00016548 gene-ENPP2_tGut +TCONS_00016549 gene-ENPP2_tGut +TCONS_00016547 gene-ENPP2_tGut +TCONS_00016546 gene-ENPP2_tGut +TCONS_00016545 gene-ENPP2_tGut +TCONS_00016553 gene-ENPP2_tGut +TCONS_00016552 gene-ENPP2_tGut +TCONS_00016551 gene-ENPP2_tGut +TCONS_00016554 gene-ENPP2_tGut +TCONS_00016555 gene-TNFRSF11B_tGut +TCONS_00016556 gene-TNFRSF11B_tGut +TCONS_00016557 gene-SAMD12_tGut +TCONS_00016558 gene-SAMD12_tGut +TCONS_00016559 gene-SAMD12_tGut +TCONS_00016560 gene-EXT1_tGut +TCONS_00016561 gene-RAD21_tGut +TCONS_00016562 gene-EIF3H_tGut +TCONS_00016564 gene-TRPS1_tGut +TCONS_00016563 gene-TRPS1_tGut +TCONS_00016565 gene-TRPS1_tGut +TCONS_00016566 gene-TRPS1_tGut +TCONS_00016567 gene-KCNV1_tGut +TCONS_00016570 gene-SYBU_tGut +TCONS_00016569 gene-SYBU_tGut +TCONS_00016568 gene-SYBU_tGut +TCONS_00016571 gene-SYBU_tGut +TCONS_00016572 gene-SYBU_tGut +TCONS_00016573 gene-SYBU_tGut +TCONS_00016574 gene-NUDCD1_tGut +TCONS_00016575 gene-NUDCD1_tGut +TCONS_00016576 gene-TMEM74_tGut +TCONS_00016577 gene-EIF3E_tGut +TCONS_00016578 gene-RSPO2_tGut +TCONS_00016579 gene-ANGPT1_tGut +TCONS_00016580 gene-ABRA_tGut +TCONS_00016581 gene-LRP12_tGut +TCONS_00016582 gene-LRP12_tGut +TCONS_00016583 gene-DPYS_tGut +TCONS_00016584 gene-DPYS_tGut +TCONS_00016585 gene-SLC25A32_tGut +TCONS_00016586 gene-AZIN1_tGut +TCONS_00016587 gene-KLF10_tGut +TCONS_00016588 gene-KLF10_tGut +TCONS_00016591 gene-UBR5_tGut +TCONS_00016593 gene-UBR5_tGut +TCONS_00016595 gene-UBR5_tGut +TCONS_00016597 gene-UBR5_tGut +TCONS_00016599 gene-UBR5_tGut +TCONS_00016598 gene-UBR5_tGut +TCONS_00016596 gene-UBR5_tGut +TCONS_00016594 gene-UBR5_tGut +TCONS_00016592 gene-UBR5_tGut +TCONS_00016590 gene-UBR5_tGut +TCONS_00016589 gene-UBR5_tGut +TCONS_00016600 gene-RRM2B_tGut +TCONS_00016601 gene-RRM2B_tGut +TCONS_00016602 gene-NCALD_tGut +TCONS_00016603 gene-ZNF706_tGut +TCONS_00016604 gene-YWHAZ_tGut +TCONS_00016605 gene-YWHAZ_tGut +TCONS_00016606 gene-YWHAZ_tGut +TCONS_00016607 gene-PABPC1_tGut +TCONS_00016608 gene-ANKRD46_tGut +TCONS_00016609 gene-RNF19A_tGut +TCONS_00016610 gene-FBXO43_tGut +TCONS_00016611 gene-RGS22_tGut +TCONS_00016613 gene-RGS22_tGut +TCONS_00016612 gene-RGS22_tGut +TCONS_00016614 gene-RGS22_tGut +TCONS_00016615 gene-RGS22_tGut +TCONS_00016616 gene-COX6C_tGut +TCONS_00016617 gene-STK3_tGut +TCONS_00016618 gene-STK3_tGut +TCONS_00016619 gene-STK3_tGut +TCONS_00016621 gene-NIPAL2_tGut +TCONS_00016620 gene-NIPAL2_tGut +TCONS_00016622 gene-NIPAL2_tGut +TCONS_00016623 gene-RIDA_tGut +TCONS_00016624 gene-RPL30_tGut +TCONS_00016625 gene-MTERF3_tGut +TCONS_00016626 gene-UQCRB_gGal +TCONS_00016627 gene-GDF6_tGut +TCONS_00016628 gene-CFAP418_tGut +TCONS_00016630 gene-CFAP418_tGut +TCONS_00016629 gene-CFAP418_tGut +TCONS_00016631 gene-CFAP418_tGut +TCONS_00016632 gene-CFAP418_tGut +TCONS_00016633 gene-TP53INP1_tGut +TCONS_00016635 gene-CCNE2_tGut +TCONS_00016634 gene-CCNE2_tGut +TCONS_00016637 gene-CCNE2_tGut +TCONS_00016636 gene-CCNE2_tGut +TCONS_00016638 gene-LOC115493953_tGut +TCONS_00016639 gene-VIRMA_tGut +TCONS_00016640 gene-RAD54B_tGut +TCONS_00016641 gene-RAD54B_tGut +TCONS_00016643 gene-RAD54B_tGut +TCONS_00016642 gene-FSBP_gGal +TCONS_00016644 gene-GEM_tGut +TCONS_00016645 gene-CDH17_tGut +TCONS_00016646 gene-RBM12B_tGut +TCONS_00016647 gene-TRIQK_tGut +TCONS_00016648 gene-TRIQK_tGut +TCONS_00016650 gene-RUNX1T1_tGut +TCONS_00016649 gene-RUNX1T1_tGut +TCONS_00016651 gene-RUNX1T1_tGut +TCONS_00016652 gene-RUNX1T1_tGut +TCONS_00016653 gene-RUNX1T1_tGut +TCONS_00016654 gene-RUNX1T1_tGut +TCONS_00016655 gene-RUNX1T1_tGut +TCONS_00016656 gene-PIP4P2_tGut +TCONS_00016658 gene-C2H8orf88_tGut +TCONS_00016657 gene-C2H8orf88_tGut +TCONS_00016659 gene-LOC112531880_gGal +TCONS_00016660 gene-CALB1_tGut +TCONS_00016663 gene-NBN_tGut +TCONS_00016662 gene-NBN_tGut +TCONS_00016661 gene-NBN_tGut +TCONS_00016664 gene-NBN_tGut +TCONS_00016665 gene-MMP16_tGut +TCONS_00016666 gene-MMP16_tGut +TCONS_00016667 gene-CNGB3_tGut +TCONS_00016668 gene-RMDN1_tGut +TCONS_00016669 gene-RMDN1_tGut +TCONS_00016670 gene-C8orf59_gGal +TCONS_00016671 gene-SLC7A13_tGut +TCONS_00016672 gene-SLC7A13_tGut +TCONS_00016674 gene-ATAD2_gGal-3 +TCONS_00016673 gene-ATAD2_gGal-3 +TCONS_00016675 gene-SNX16_tGut +TCONS_00016676 gene-ZFAND1_tGut +TCONS_00016677 gene-IMPA1_tGut +TCONS_00016678 gene-FABP4_gGal +TCONS_00016679 gene-FABP9_gGal +TCONS_00016680 gene-PAG1_tGut +TCONS_00016681 gene-ZNF704_tGut +TCONS_00016682 gene-ZNF704_tGut +TCONS_00016683 gene-ZNF704_tGut +TCONS_00016684 gene-ZNF704_tGut +TCONS_00016685 gene-ZBTB10_tGut +TCONS_00016686 gene-ZBTB10_tGut +TCONS_00016687 gene-TPD52_tGut +TCONS_00016688 gene-TPD52_tGut +TCONS_00016689 gene-TPD52_gGal +TCONS_00016690 gene-TPD52_gGal +TCONS_00016692 gene-HEY1_tGut +TCONS_00016691 gene-HEY1_tGut +TCONS_00016693 gene-IL7_tGut +TCONS_00016694 gene-PEX2_tGut +TCONS_00016695 gene-JPH1_tGut +TCONS_00016696 gene-TCEB1_gGal +TCONS_00016697 gene-UBE2W_tGut +TCONS_00016698 gene-UBE2W_tGut +TCONS_00016699 gene-STAU2_tGut +TCONS_00016701 gene-STAU2_tGut +TCONS_00016700 gene-STAU2_tGut +TCONS_00016702 gene-STAU2_tGut +TCONS_00016703 gene-RPL7_tGut +TCONS_00016704 gene-SBSPON_tGut +TCONS_00016706 gene-ATAD2_tGut-like-2 +TCONS_00016705 gene-ATAD2_tGut-like-2 +TCONS_00016707 gene-TRPA1_tGut +TCONS_00016708 gene-MSC_tGut +TCONS_00016709 gene-EYA1_tGut +TCONS_00016711 gene-EYA1_tGut +TCONS_00016710 gene-EYA1_tGut +TCONS_00016712 gene-LACTB2_tGut +TCONS_00016713 gene-TRAM1_tGut +TCONS_00016714 gene-NCOA2_tGut +TCONS_00016715 gene-SLCO5A1_gGal +TCONS_00016717 gene-SLCO5A1_gGal +TCONS_00016716 gene-SLCO5A1_gGal +TCONS_00016719 gene-CPA6_tGut +TCONS_00016718 gene-CPA6_tGut +TCONS_00016721 gene-CPA6_tGut +TCONS_00016720 gene-CPA6_tGut +TCONS_00016723 gene-ARFGEF1_tGut +TCONS_00016722 gene-ARFGEF1_tGut +TCONS_00016724 gene-ARFGEF1_tGut +TCONS_00016725 gene-ARFGEF1_tGut +TCONS_00016726 gene-COPS5_tGut +TCONS_00016727 gene-PPP1R42_tGut +TCONS_00016728 gene-TCF24_tGut +TCONS_00016729 gene-VCPIP1_tGut +TCONS_00016731 gene-MYBL1_tGut +TCONS_00016730 gene-MYBL1_tGut +TCONS_00016732 gene-MYBL1_tGut +TCONS_00016733 gene-CRH_tGut +TCONS_00016736 gene-PDE7A_tGut +TCONS_00016735 gene-PDE7A_tGut +TCONS_00016734 gene-PDE7A_tGut +TCONS_00016739 gene-PDE7A_tGut +TCONS_00016740 gene-PDE7A_tGut +TCONS_00016738 gene-PDE7A_tGut +TCONS_00016737 gene-PDE7A_tGut +TCONS_00016741 gene-PDE7A_tGut +TCONS_00016742 gene-ARMC1_tGut +TCONS_00016743 gene-ARMC1_tGut +TCONS_00016744 gene-ARMC1_tGut +TCONS_00016745 gene-ARMC1_tGut +TCONS_00016746 gene-CYP7B1_gGal +TCONS_00016747 gene-TTPA_tGut +TCONS_00016748 gene-GGH_tGut +TCONS_00016751 gene-ASPH_gGal +TCONS_00016753 gene-ASPH_gGal +TCONS_00016755 gene-ASPH_gGal +TCONS_00016754 gene-ASPH_gGal +TCONS_00016752 gene-ASPH_gGal +TCONS_00016750 gene-ASPH_gGal +TCONS_00016749 gene-ASPH_gGal +TCONS_00016759 gene-ASPH_gGal +TCONS_00016758 gene-ASPH_gGal +TCONS_00016757 gene-ASPH_gGal +TCONS_00016756 gene-ASPH_gGal +TCONS_00016760 gene-CA8_tGut +TCONS_00016762 gene-TOX_tGut +TCONS_00016761 gene-TOX_tGut +TCONS_00016763 gene-TOX_tGut +TCONS_00016764 gene-TOX_tGut +TCONS_00016765 gene-NSMAF_tGut +TCONS_00016766 gene-CYP7A1_gGal +TCONS_00016768 gene-BPNT2_tGut +TCONS_00016767 gene-BPNT2_tGut +TCONS_00016769 gene-PENK_tGut +TCONS_00016770 gene-SDR16C6_gGal +TCONS_00016771 gene-SDR16C5_tGut +TCONS_00016772 gene-PLAG1_tGut +TCONS_00016773 gene-PLAG1_tGut +TCONS_00016774 gene-MOS_tGut +TCONS_00016775 gene-RPS20_tGut +TCONS_00016776 gene-KIF20AL_gGal +TCONS_00016777 gene-KIF20AL_gGal +TCONS_00016778 gene-LOC100232645_tGut +TCONS_00016779 gene-TMEM68_gGal +TCONS_00016780 gene-LYPLA1_tGut +TCONS_00016781 gene-LYPLA1_tGut +TCONS_00016782 gene-LYPLA1_tGut +TCONS_00016784 gene-TCEA1_tGut +TCONS_00016783 gene-TCEA1_tGut +TCONS_00016785 gene-ATP6V1H_tGut +TCONS_00016786 gene-OPRK1_tGut +TCONS_00016788 gene-RB1CC1_tGut +TCONS_00016787 gene-RB1CC1_tGut +TCONS_00016789 gene-RB1CC1_tGut +TCONS_00016790 gene-ST18_tGut +TCONS_00016791 gene-ST18_tGut +TCONS_00016792 gene-ST18_tGut +TCONS_00016793 gene-PCMTD1_tGut +TCONS_00016794 gene-SNAI2_tGut +TCONS_00016795 gene-SNAI2_tGut +TCONS_00016796 gene-PRKDC_tGut +TCONS_00016797 gene-PRKDC_tGut +TCONS_00016798 gene-PRKDC_tGut +TCONS_00016799 gene-CEBPD_tGut +TCONS_00016800 gene-SELENOI2_gGal +TCONS_00016803 gene-NOL4_tGut +TCONS_00016802 gene-NOL4_tGut +TCONS_00016801 gene-NOL4_tGut +TCONS_00016804 gene-KLHL14_tGut +TCONS_00016805 gene-RAB10L_gGal +TCONS_00016806 gene-RAB10L_gGal +TCONS_00016807 gene-GAREM1_tGut +TCONS_00016808 gene-GAREM1_tGut +TCONS_00016809 gene-GAREM1_tGut +TCONS_00016810 gene-GAREM1_tGut +TCONS_00016813 gene-TRAPPC8_tGut +TCONS_00016814 gene-TRAPPC8_tGut +TCONS_00016812 gene-TRAPPC8_tGut +TCONS_00016811 gene-TRAPPC8_tGut +TCONS_00016815 gene-TRAPPC8_tGut +TCONS_00016816 gene-TRAPPC8_tGut +TCONS_00016817 gene-B4GALT6_tGut +TCONS_00016818 gene-DSC1_tGut +TCONS_00016819 gene-DSC1_tGut +TCONS_00016820 gene-CDH2_tGut +TCONS_00016821 gene-CDH2_tGut +TCONS_00016822 gene-CHST9_tGut +TCONS_00016823 gene-CHST9_tGut +TCONS_00016824 gene-CHST9_tGut +TCONS_00016825 gene-AQP4_tGut +TCONS_00016826 gene-AQP4_tGut +TCONS_00016827 gene-KCTD1_tGut +TCONS_00016830 gene-SS18_tGut +TCONS_00016831 gene-SS18_tGut +TCONS_00016829 gene-SS18_tGut +TCONS_00016828 gene-SS18_tGut +TCONS_00016832 gene-SS18_tGut +TCONS_00016833 gene-SS18_tGut +TCONS_00016834 gene-ZNF521_tGut +TCONS_00016837 gene-ZNF521_tGut +TCONS_00016836 gene-ZNF521_tGut +TCONS_00016835 gene-ZNF521_tGut +TCONS_00016840 gene-ZNF521_tGut +TCONS_00016839 gene-ZNF521_tGut +TCONS_00016838 gene-ZNF521_tGut +TCONS_00016841 gene-ZNF521_tGut +TCONS_00016843 gene-OSBPL1A_tGut +TCONS_00016842 gene-OSBPL1A_tGut +TCONS_00016844 gene-OSBPL1A_tGut +TCONS_00016845 gene-ANKRD29_tGut +TCONS_00016846 gene-ANKRD29_tGut +TCONS_00016848 gene-ANKRD29_tGut +TCONS_00016847 gene-ANKRD29_tGut +TCONS_00016849 gene-ANKRD29_tGut +TCONS_00016850 gene-NPC1_tGut +TCONS_00016851 gene-NPC1_tGut +TCONS_00016852 gene-NPC1_tGut +TCONS_00016853 gene-NPC1_tGut +TCONS_00016855 gene-TMEM241_tGut +TCONS_00016854 gene-TMEM241_tGut +TCONS_00016856 gene-TMEM241_tGut +TCONS_00016857 gene-TMEM241_tGut +TCONS_00016859 gene-TMEM241_tGut +TCONS_00016858 gene-TMEM241_tGut +TCONS_00016860 gene-TMEM241_tGut +TCONS_00016861 gene-TMEM241_tGut +TCONS_00016863 gene-TMEM241_tGut +TCONS_00016862 gene-TMEM241_tGut +TCONS_00016864 gene-ABHD3_tGut +TCONS_00016865 gene-ESCO1_tGut +TCONS_00016867 gene-ROCK1_tGut +TCONS_00016866 gene-ROCK1_tGut +TCONS_00016868 gene-USP14_tGut +TCONS_00016869 gene-USP14_tGut +TCONS_00016870 gene-CLUL1_tGut +TCONS_00016871 gene-TYMS_tGut +TCONS_00016872 gene-LOC107052005_gGal +TCONS_00016873 gene-ADCYAP1_tGut +TCONS_00016874 gene-NDC80_tGut +TCONS_00016875 gene-SMCHD1_tGut +TCONS_00016876 gene-EMILIN2_tGut +TCONS_00016877 gene-EMILIN2_tGut +TCONS_00016878 gene-MYL12A_gGal +TCONS_00016879 gene-MYL12A_gGal +TCONS_00016880 gene-MYL12B_gGal +TCONS_00016881 gene-TGIF1_tGut +TCONS_00016882 gene-TGIF1_tGut +TCONS_00016883 gene-TGIF1_tGut +TCONS_00016884 gene-LOC124418323_gGal +TCONS_00016885 gene-LOC124417743_gGal +TCONS_00016886 gene-ARHGAP28_tGut +TCONS_00016887 gene-ARHGAP28_tGut +TCONS_00016888 gene-LRRC30_gGal +TCONS_00016889 gene-PTPRM_gGal +TCONS_00016890 gene-RAB12_tGut +TCONS_00016892 gene-MTCL1_tGut +TCONS_00016891 gene-MTCL1_tGut +TCONS_00016896 gene-MTCL1_tGut +TCONS_00016895 gene-MTCL1_tGut +TCONS_00016894 gene-MTCL1_tGut +TCONS_00016893 gene-MTCL1_tGut +TCONS_00016897 gene-MTCL1_tGut +TCONS_00016898 gene-NDUFV2_tGut +TCONS_00016899 gene-ANKRD12_tGut +TCONS_00016900 gene-TWSG1_tGut +TCONS_00016901 gene-RALBP1_tGut +TCONS_00016902 gene-RALBP1_tGut +TCONS_00016903 gene-RALBP1_tGut +TCONS_00016905 gene-RAB31_tGut +TCONS_00016904 gene-RAB31_tGut +TCONS_00016906 gene-RAB31_tGut +TCONS_00016907 gene-VAPA_tGut +TCONS_00016908 gene-NAPG_tGut +TCONS_00016909 gene-NAPG_tGut +TCONS_00016910 gene-NAPG_tGut +TCONS_00016911 gene-GNAL_tGut +TCONS_00016912 gene-GNAL_tGut +TCONS_00016913 gene-GNAL_tGut +TCONS_00016914 gene-IMPA2_tGut +TCONS_00016915 gene-CIDEA_tGut +TCONS_00016916 gene-TUBB6_tGut +TCONS_00016917 gene-PRELID3A_tGut +TCONS_00016918 gene-PRELID3A_tGut +TCONS_00016919 gene-PRELID3A_tGut +TCONS_00016920 gene-PSMG2_tGut +TCONS_00016922 gene-SEH1L_tGut +TCONS_00016921 gene-SEH1L_tGut +TCONS_00016923 gene-SEH1L_tGut +TCONS_00016924 gene-CEP192_tGut +TCONS_00016925 gene-CEP192_tGut +TCONS_00016928 gene-LDLRAD4_gGal +TCONS_00016927 gene-LDLRAD4_gGal +TCONS_00016926 gene-LDLRAD4_gGal +TCONS_00016930 gene-LDLRAD4_gGal +TCONS_00016929 gene-LDLRAD4_gGal +TCONS_00016932 gene-LDLRAD4_gGal +TCONS_00016931 gene-LDLRAD4_gGal +TCONS_00016933 gene-LDLRAD4_gGal +TCONS_00016934 gene-RNMT_gGal +TCONS_00016935 gene-MC5R_tGut +TCONS_00016936 gene-CDH7_tGut +TCONS_00016937 gene-CCDC102B_gGal +TCONS_00016939 gene-CCDC102B_gGal +TCONS_00016938 gene-CCDC102B_gGal +TCONS_00016940 gene-DOK6_tGut +TCONS_00016941 gene-SOCS6_tGut +TCONS_00016942 gene-TIMM21_tGut +TCONS_00016944 gene-C2H18orf63_tGut +TCONS_00016943 gene-C2H18orf63_tGut +TCONS_00016945 gene-C2H18orf63_tGut +TCONS_00016946 gene-CNDP2_tGut +TCONS_00016947 gene-CNDP2_tGut +TCONS_00016949 gene-CNDP1_gGal +TCONS_00016948 gene-CNDP1_gGal +TCONS_00016950 gene-ZNF407_gGal +TCONS_00016951 gene-ZNF407_gGal +TCONS_00016952 gene-TSHZ1_tGut +TCONS_00016953 gene-TSHZ1_tGut +TCONS_00016956 gene-ZNF236_tGut +TCONS_00016955 gene-ZNF236_tGut +TCONS_00016954 gene-ZNF236_tGut +TCONS_00016958 gene-ZNF236_tGut +TCONS_00016957 gene-ZNF236_tGut +TCONS_00016959 gene-ZNF236_tGut +TCONS_00016960 gene-ZNF236_tGut +TCONS_00016961 gene-GALR1_tGut +TCONS_00016962 gene-GMNN_tGut +TCONS_00016963 gene-CARMIL1_tGut +TCONS_00016964 gene-SCGN_tGut +TCONS_00016965 gene-PARD6G_tGut +TCONS_00016966 gene-BLOC1S4_tGut +TCONS_00016967 gene-BLOC1S4_tGut +TCONS_00016968 gene-GLIPR2_tGut +TCONS_00016969 gene-SEC61B_tGut +TCONS_00016970 gene-NR4A3_tGut +TCONS_00016971 gene-NR4A3_tGut +TCONS_00016972 gene-STX17_tGut +TCONS_00016973 gene-INVS_tGut +TCONS_00016974 gene-INVS_tGut +TCONS_00016975 gene-INVS_tGut +TCONS_00016976 gene-LOC107052684_gGal +TCONS_00016978 gene-MSANTD3_tGut +TCONS_00016977 gene-MSANTD3_tGut +TCONS_00016979 gene-AHRR_tGut +TCONS_00016980 gene-LOC100230122_tGut +TCONS_00016981 gene-SLC39A6_tGut +TCONS_00016982 gene-ABITRAM_tGut +TCONS_00016983 gene-ABITRAM_tGut +TCONS_00016985 gene-ELP2_tGut +TCONS_00016984 gene-ELP2_tGut +TCONS_00016986 gene-ANKS6_tGut +TCONS_00016988 gene-ANKS6_tGut +TCONS_00016987 gene-ANKS6_tGut +TCONS_00016990 gene-IRX2_tGut +TCONS_00016989 gene-IRX2_tGut +TCONS_00016991 gene-IRX4_tGut +TCONS_00016992 gene-MRPL36_tGut +TCONS_00016993 gene-LPCAT1_tGut +TCONS_00016994 gene-CLPTM1L_tGut +TCONS_00016997 gene-TERT_gGal +TCONS_00016999 gene-TERT_gGal +TCONS_00016998 gene-TERT_gGal +TCONS_00016996 gene-TERT_gGal +TCONS_00016995 gene-TERT_gGal +TCONS_00017000 gene-TERT_gGal +TCONS_00017001 gene-SDHA_tGut +TCONS_00017002 gene-FH_tGut +TCONS_00017003 gene-FH_tGut +TCONS_00017004 gene-CHMP5_tGut +TCONS_00017006 gene-BAG1_tGut +TCONS_00017005 gene-BAG1_tGut +TCONS_00017007 gene-ZNF830_tGut +TCONS_00017008 gene-MOCOS_tGut +TCONS_00017009 gene-MOCOS_tGut +TCONS_00017011 gene-PTPN3_tGut +TCONS_00017010 gene-PTPN3_tGut +TCONS_00017013 gene-PTPN3_tGut +TCONS_00017012 gene-PTPN3_tGut +TCONS_00017014 gene-EPB41L4B_tGut +TCONS_00017015 gene-EPB41L4B_tGut +TCONS_00017016 gene-FRRS1L_tGut +TCONS_00017017 gene-FRRS1L_tGut +TCONS_00017018 gene-TMEM245_tGut +TCONS_00017021 gene-TMEM245_tGut +TCONS_00017020 gene-TMEM245_tGut +TCONS_00017019 gene-TMEM245_tGut +TCONS_00017022 gene-GALNT1_tGut +TCONS_00017023 gene-C2H18orf21_tGut +TCONS_00017026 gene-COBL_tGut +TCONS_00017028 gene-COBL_tGut +TCONS_00017030 gene-COBL_tGut +TCONS_00017029 gene-COBL_tGut +TCONS_00017027 gene-COBL_tGut +TCONS_00017025 gene-COBL_tGut +TCONS_00017024 gene-COBL_tGut +TCONS_00017032 gene-COBL_tGut +TCONS_00017031 gene-COBL_tGut +TCONS_00017033 gene-COBL_tGut +TCONS_00017035 gene-GRB10_tGut +TCONS_00017034 gene-GRB10_tGut +TCONS_00017036 gene-GRB10_tGut +TCONS_00017037 gene-GRB10_tGut +TCONS_00017038 gene-DDC_tGut +TCONS_00017039 gene-FIGNL1_tGut +TCONS_00017040 gene-UBE2QL1_tGut +TCONS_00017042 gene-SRD5A1_tGut +TCONS_00017041 gene-SRD5A1_tGut +TCONS_00017043 gene-TENT4A_tGut +TCONS_00017047 gene-TENT4A_tGut +TCONS_00017046 gene-TENT4A_tGut +TCONS_00017045 gene-TENT4A_tGut +TCONS_00017044 gene-TENT4A_tGut +TCONS_00017051 gene-TENT4A_tGut +TCONS_00017052 gene-TENT4A_tGut +TCONS_00017053 gene-TENT4A_tGut +TCONS_00017050 gene-TENT4A_tGut +TCONS_00017049 gene-TENT4A_tGut +TCONS_00017048 gene-TENT4A_tGut +TCONS_00017054 gene-ADCY2_tGut +TCONS_00017056 gene-ADCY2_tGut +TCONS_00017055 gene-ADCY2_tGut +TCONS_00017057 gene-C2H5orf49_tGut +TCONS_00017058 gene-MTRR_tGut +TCONS_00017059 gene-CCT5_tGut +TCONS_00017062 gene-MARCHF6_tGut +TCONS_00017063 gene-MARCHF6_tGut +TCONS_00017061 gene-MARCHF6_tGut +TCONS_00017060 gene-MARCHF6_tGut +TCONS_00017065 gene-MARCHF6_tGut +TCONS_00017064 gene-MARCHF6_tGut +TCONS_00017067 gene-MARCHF6_tGut +TCONS_00017066 gene-MARCHF6_tGut +TCONS_00017068 gene-MARCHF6_tGut +TCONS_00017069 gene-ROPN1L_tGut +TCONS_00017071 gene-ANKRD33B_tGut +TCONS_00017070 gene-ANKRD33B_tGut +TCONS_00017072 gene-OTULINL_tGut +TCONS_00017073 gene-OTULINL_tGut +TCONS_00017074 gene-OTULINL_tGut +TCONS_00017075 gene-OTULIN_tGut +TCONS_00017076 gene-OTULIN_tGut +TCONS_00017078 gene-OTULIN_tGut +TCONS_00017077 gene-OTULIN_tGut +TCONS_00017079 gene-OTULIN_tGut +TCONS_00017080 gene-LOC121113073_gGal +TCONS_00017081 gene-FBXL7_tGut +TCONS_00017082 gene-FBXL7_tGut +TCONS_00017083 gene-BASP1_tGut +TCONS_00017084 gene-CDH6_gGal +TCONS_00017085 gene-CDH6_gGal +TCONS_00017086 gene-C2H5orf22_tGut +TCONS_00017087 gene-C2H5orf22_tGut +TCONS_00017088 gene-MC4R_tGut +TCONS_00017089 gene-CDH20_tGut +TCONS_00017090 gene-RELCH_tGut +TCONS_00017093 gene-RELCH_tGut +TCONS_00017092 gene-RELCH_tGut +TCONS_00017091 gene-RELCH_tGut +TCONS_00017094 gene-TNFRSF11A_tGut +TCONS_00017096 gene-TNFRSF11A_tGut +TCONS_00017095 gene-TNFRSF11A_tGut +TCONS_00017097 gene-TNFRSF11A_tGut +TCONS_00017100 gene-ZCCHC2_tGut +TCONS_00017099 gene-ZCCHC2_tGut +TCONS_00017098 gene-ZCCHC2_tGut +TCONS_00017101 gene-PHLPP1_tGut +TCONS_00017102 gene-SERPINB5_tGut +TCONS_00017103 gene-SERPINB12_tGut +TCONS_00017104 gene-OVALX_gGal +TCONS_00017105 gene-OVALX_gGal +TCONS_00017106 gene-OVALY_gGal +TCONS_00017107 gene-OVAL_gGal +TCONS_00017108 gene-SERPINB2_gGal +TCONS_00017109 gene-SERPINB10B_gGal +TCONS_00017110 gene-SERPINB6_gGal-2 +TCONS_00017111 gene-SERPINB6_gGal-2 +TCONS_00017112 gene-SERPINB6_gGal-1 +TCONS_00017113 gene-SERPINB6_gGal-1 +TCONS_00017115 gene-SERPINB1_gGal +TCONS_00017114 gene-SERPINB1_gGal +TCONS_00017116 gene-MYLK4_tGut +TCONS_00017117 gene-MYLK4_tGut +TCONS_00017118 gene-GMDS_tGut +TCONS_00017119 gene-GMDS_tGut +TCONS_00017120 gene-GMDS_tGut +TCONS_00017121 gene-GMDS_tGut +TCONS_00017123 gene-EXOC2_tGut +TCONS_00017122 gene-EXOC2_tGut +TCONS_00017124 gene-NQO2_tGut +TCONS_00017126 gene-RIPK1_tGut +TCONS_00017125 gene-RIPK1_tGut +TCONS_00017127 gene-RIPK1_tGut +TCONS_00017128 gene-BPHL_tGut +TCONS_00017129 gene-LOC100190505_tGut +TCONS_00017130 gene-PSMG4_tGut +TCONS_00017131 gene-PRPF4B_tGut +TCONS_00017132 gene-CDYL_tGut +TCONS_00017133 gene-PPP1R3G_tGut +TCONS_00017134 gene-FARS2_tGut +TCONS_00017135 gene-FARS2_tGut +TCONS_00017136 gene-FARS2_tGut +TCONS_00017137 gene-FARS2_tGut +TCONS_00017138 gene-FARS2_tGut +TCONS_00017139 gene-FARS2_tGut +TCONS_00017140 gene-LY86_tGut +TCONS_00017141 gene-RREB1_tGut +TCONS_00017142 gene-RREB1_tGut +TCONS_00017143 gene-RREB1_tGut +TCONS_00017145 gene-RIOK1_tGut +TCONS_00017144 gene-RIOK1_tGut +TCONS_00017147 gene-DSP_gGal +TCONS_00017146 gene-DSP_gGal +TCONS_00017148 gene-LOC116807624_tGut-like-1 +TCONS_00017150 gene-LOC116807624_tGut-like-1 +TCONS_00017149 gene-LOC116807523_tGut-like-1 +TCONS_00017151 gene-LOC116807624_tGut-like-1 +TCONS_00017152 gene-BMP6_tGut +TCONS_00017153 gene-LOC100190710_tGut +TCONS_00017154 gene-SYCP2L_gGal +TCONS_00017155 gene-SMIM13_tGut +TCONS_00017156 gene-TMEM170B_tGut +TCONS_00017157 gene-HIVEP1_tGut +TCONS_00017158 gene-HIVEP1_tGut +TCONS_00017159 gene-EDN1_tGut +TCONS_00017162 gene-PHACTR1_tGut +TCONS_00017163 gene-PHACTR1_tGut +TCONS_00017161 gene-PHACTR1_tGut +TCONS_00017160 gene-PHACTR1_tGut +TCONS_00017164 gene-PHACTR1_tGut +TCONS_00017166 gene-PHACTR1_tGut +TCONS_00017165 gene-PHACTR1_tGut +TCONS_00017168 gene-C2H6orf52_gGal +TCONS_00017167 gene-C2H6orf52_gGal +TCONS_00017170 gene-C2H6orf52_gGal +TCONS_00017169 gene-C2H6orf52_gGal +TCONS_00017172 gene-NUP153_tGut +TCONS_00017171 gene-NUP153_tGut +TCONS_00017173 gene-NUP153_tGut +TCONS_00017174 gene-ATXN1_tGut +TCONS_00017176 gene-DTNBP1_tGut +TCONS_00017175 gene-DTNBP1_tGut +TCONS_00017177 gene-RNF182_tGut +TCONS_00017178 gene-MCUR1_tGut +TCONS_00017179 gene-RANBP9_tGut +TCONS_00017180 gene-KDM1B_tGut +TCONS_00017181 gene-KDM1B_tGut +TCONS_00017182 gene-RNF144B_tGut +TCONS_00017183 gene-RNF144B_tGut +TCONS_00017184 gene-ID4_tGut +TCONS_00017185 gene-ID4_tGut +TCONS_00017187 gene-E2F3_tGut +TCONS_00017186 gene-E2F3_tGut +TCONS_00017188 gene-CDKAL1_tGut +TCONS_00017189 gene-SOX4_tGut +TCONS_00017190 gene-NRSN1_tGut +TCONS_00017191 gene-MRS2_tGut +TCONS_00017192 gene-ALDH5A1_tGut +TCONS_00017194 gene-SALL3_tGut +TCONS_00017193 gene-SALL3_tGut +TCONS_00017196 gene-ATP9B_tGut +TCONS_00017195 gene-ATP9B_tGut +TCONS_00017197 gene-NFATC1_tGut +TCONS_00017198 gene-NFATC1_tGut +TCONS_00017200 gene-NFATC1_tGut +TCONS_00017199 gene-NFATC1_tGut +TCONS_00017201 gene-NFATC1_tGut +TCONS_00017202 gene-NFATC1_tGut +TCONS_00017203 gene-CTDP1_tGut +TCONS_00017204 gene-KCNG2_tGut +TCONS_00017205 gene-KCNG2_tGut +TCONS_00017206 gene-HSBP1L1_tGut +TCONS_00017207 gene-HSBP1L1_tGut +TCONS_00017208 reg_5007_gGal +TCONS_00017209 reg_5007_gGal +TCONS_00017210 reg_5007_gGal +TCONS_00017211 gene-LOC420808_gGal +TCONS_00017212 gene-LOC100220322_tGut +TCONS_00017213 gene-RBFA_tGut +TCONS_00017214 gene-RBFA_tGut +TCONS_00017215 gene-ADNP2_tGut +TCONS_00017216 gene-ADNP2_tGut +TCONS_00017217 gene-BRD9_tGut +TCONS_00017220 gene-BRD9_tGut +TCONS_00017219 gene-BRD9_tGut +TCONS_00017218 gene-BRD9_tGut +TCONS_00017221 gene-TPPP_gGal +TCONS_00017222 gene-LOC112531751_gGal +TCONS_00017223 gene-SLC9A3_tGut +TCONS_00017225 gene-SLC9A3_tGut +TCONS_00017224 gene-SLC9A3_tGut +TCONS_00017226 gene-LRRC14B_tGut +TCONS_00017227 gene-RAMP3_gGal +TCONS_00017228 gene-RAMP3_gGal +TCONS_00017229 gene-ADCY1_tGut +TCONS_00017230 gene-IGFBP1_tGut +TCONS_00017231 gene-IGFBP1_tGut +TCONS_00017232 gene-NFX1_tGut +TCONS_00017233 gene-NFX1_tGut +TCONS_00017234 gene-NFX1_tGut +TCONS_00017235 gene-NFX1_tGut +TCONS_00017236 gene-NFX1_tGut +TCONS_00017238 gene-SLC12A7_tGut-4 +TCONS_00017237 gene-SLC12A7_tGut-4 +TCONS_00017240 gene-SLC12A7_tGut-4 +TCONS_00017239 gene-SLC12A7_tGut-4 +TCONS_00017241 gene-SLC12A7_tGut-4 +TCONS_00017242 gene-SLC12A7_tGut-7 +TCONS_00017243 gene-LSM5_gGal-8 +TCONS_00017244 gene-NEUROD6_tGut +TCONS_00017247 gene-LRRFIP2_tGut +TCONS_00017249 gene-LRRFIP2_tGut +TCONS_00017251 gene-LRRFIP2_tGut +TCONS_00017253 gene-LRRFIP2_tGut +TCONS_00017255 gene-LRRFIP2_tGut +TCONS_00017257 gene-LRRFIP2_tGut +TCONS_00017259 gene-LRRFIP2_tGut +TCONS_00017261 gene-LRRFIP2_tGut +TCONS_00017263 gene-LRRFIP2_tGut +TCONS_00017265 gene-LRRFIP2_tGut +TCONS_00017267 gene-LRRFIP2_tGut +TCONS_00017269 gene-LRRFIP2_tGut +TCONS_00017271 gene-LRRFIP2_tGut +TCONS_00017273 gene-LRRFIP2_tGut +TCONS_00017275 gene-LRRFIP2_tGut +TCONS_00017276 gene-LRRFIP2_tGut +TCONS_00017274 gene-LRRFIP2_tGut +TCONS_00017272 gene-LRRFIP2_tGut +TCONS_00017270 gene-LRRFIP2_tGut +TCONS_00017268 gene-LRRFIP2_tGut +TCONS_00017266 gene-LRRFIP2_tGut +TCONS_00017264 gene-LRRFIP2_tGut +TCONS_00017262 gene-LRRFIP2_tGut +TCONS_00017260 gene-LRRFIP2_tGut +TCONS_00017258 gene-LRRFIP2_tGut +TCONS_00017256 gene-LRRFIP2_tGut +TCONS_00017254 gene-LRRFIP2_tGut +TCONS_00017252 gene-LRRFIP2_tGut +TCONS_00017250 gene-LRRFIP2_tGut +TCONS_00017248 gene-LRRFIP2_tGut +TCONS_00017246 gene-LRRFIP2_tGut +TCONS_00017245 gene-LRRFIP2_tGut +TCONS_00017277 gene-LRRFIP2_tGut +TCONS_00017279 gene-POU6F2_tGut +TCONS_00017278 gene-POU6F2_tGut +TCONS_00017280 gene-POU6F2_tGut +TCONS_00017281 gene-YAE1_tGut +TCONS_00017282 gene-RALA_tGut +TCONS_00017285 gene-CDK13_tGut +TCONS_00017287 gene-CDK13_tGut +TCONS_00017289 gene-CDK13_tGut +TCONS_00017291 gene-CDK13_tGut +TCONS_00017292 gene-CDK13_tGut +TCONS_00017290 gene-CDK13_tGut +TCONS_00017288 gene-CDK13_tGut +TCONS_00017286 gene-CDK13_tGut +TCONS_00017284 gene-CDK13_tGut +TCONS_00017283 gene-CDK13_tGut +TCONS_00017293 gene-SUGCT_tGut +TCONS_00017294 gene-SUGCT_tGut +TCONS_00017295 gene-SUGCT_tGut +TCONS_00017298 gene-SUGCT_tGut +TCONS_00017297 gene-SUGCT_tGut +TCONS_00017296 gene-SUGCT_tGut +TCONS_00017300 gene-SUGCT_tGut +TCONS_00017299 gene-SUGCT_tGut +TCONS_00017304 gene-SUGCT_tGut +TCONS_00017303 gene-SUGCT_tGut +TCONS_00017302 gene-SUGCT_tGut +TCONS_00017301 gene-SUGCT_tGut +TCONS_00017305 gene-SUGCT_tGut +TCONS_00017306 gene-LOC420770_gGal +TCONS_00017307 gene-HECW1_tGut +TCONS_00017308 gene-HECW1_tGut +TCONS_00017309 gene-HECW1_tGut +TCONS_00017310 gene-HECW1_tGut +TCONS_00017311 gene-STK17A_tGut +TCONS_00017312 gene-STK17A_tGut +TCONS_00017313 gene-BLVRA_tGut +TCONS_00017314 gene-BLVRA_tGut +TCONS_00017316 gene-VOPP1_tGut +TCONS_00017315 gene-VOPP1_tGut +TCONS_00017317 gene-VOPP1_tGut +TCONS_00017318 gene-SEC61G_tGut +TCONS_00017319 gene-CUL1_tGut +TCONS_00017320 gene-CUL1_tGut +TCONS_00017321 gene-PAK3_gGal-3 +TCONS_00017322 gene-CRTAP_gGal +TCONS_00017323 gene-CRTAP_gGal +TCONS_00017324 gene-FBXL2_tGut +TCONS_00017325 gene-FBXL2_tGut +TCONS_00017326 gene-FBXL2_tGut +TCONS_00017327 gene-FBXL2_tGut +TCONS_00017328 gene-FBXL2_tGut +TCONS_00017329 gene-FBXL2_tGut +TCONS_00017330 gene-FBXL2_tGut +TCONS_00017331 gene-FBXL2_tGut +TCONS_00017334 gene-PDCD6IP_gGal +TCONS_00017335 gene-PDCD6IP_gGal +TCONS_00017333 gene-PDCD6IP_gGal +TCONS_00017332 gene-PDCD6IP_gGal +TCONS_00017338 gene-ARPP21_tGut +TCONS_00017340 gene-ARPP21_tGut +TCONS_00017342 gene-ARPP21_tGut 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gene-DPY19L1_tGut +TCONS_00017370 gene-NT5C3A_tGut +TCONS_00017371 gene-NT5C3A_tGut +TCONS_00017372 gene-NT5C3A_tGut +TCONS_00017373 gene-RP9_tGut +TCONS_00017374 gene-KBTBD2_tGut +TCONS_00017375 gene-KBTBD2_tGut +TCONS_00017376 gene-LZTFL1_tGut +TCONS_00017377 gene-LZTFL1_tGut +TCONS_00017378 gene-SLC6A20_tGut +TCONS_00017379 gene-TMEM158_tGut +TCONS_00017380 gene-CDCP1_tGut +TCONS_00017381 gene-CDCP1_tGut +TCONS_00017382 gene-ZDHHC3_tGut +TCONS_00017383 gene-ZDHHC3_tGut +TCONS_00017384 gene-ZDHHC3_tGut +TCONS_00017385 gene-KIAA1143_tGut +TCONS_00017386 gene-CTNNB1_tGut +TCONS_00017387 gene-CTNNB1_tGut +TCONS_00017389 gene-TRAK1_tGut +TCONS_00017388 gene-TRAK1_tGut +TCONS_00017391 gene-TRAK1_tGut +TCONS_00017390 gene-TRAK1_tGut +TCONS_00017392 gene-TRAK1_tGut +TCONS_00017393 gene-TRAK1_tGut +TCONS_00017394 gene-LOC100226474_tGut +TCONS_00017395 gene-TMC2_tGut +TCONS_00017396 gene-CCR8_gGal +TCONS_00017397 gene-CCR8_gGal +TCONS_00017398 gene-CX3CR1_tGut +TCONS_00017399 gene-CCR4_tGut 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gene-TOPAZ1_tGut +TCONS_00017431 gene-TCAIM_tGut +TCONS_00017432 gene-TCAIM_tGut +TCONS_00017433 gene-TRIM71_tGut +TCONS_00017434 gene-TRIM71_tGut +TCONS_00017435 gene-DYNC1LI1_tGut +TCONS_00017436 gene-CMTM6_tGut +TCONS_00017437 gene-OSBPL10_tGut +TCONS_00017438 gene-GADL1_tGut +TCONS_00017439 gene-GADL1_tGut +TCONS_00017440 gene-AZI2_tGut +TCONS_00017442 gene-SLC4A7_tGut +TCONS_00017441 gene-SLC4A7_tGut +TCONS_00017443 gene-SLC4A7_tGut +TCONS_00017445 gene-SLC4A7_tGut +TCONS_00017444 gene-SLC4A7_tGut +TCONS_00017446 gene-SLC4A7_tGut +TCONS_00017447 gene-SLC4A7_tGut +TCONS_00017448 gene-NGLY1_tGut +TCONS_00017450 gene-TOP2B_tGut +TCONS_00017449 gene-TOP2B_tGut +TCONS_00017451 gene-TOP2B_tGut +TCONS_00017452 gene-THRB_tGut +TCONS_00017453 gene-THRB_gGal +TCONS_00017454 gene-THRB_gGal +TCONS_00017455 gene-NKIRAS1_tGut +TCONS_00017456 gene-NKIRAS1_tGut +TCONS_00017457 gene-ZNF385D_tGut +TCONS_00017460 gene-ZNF385D_tGut +TCONS_00017459 gene-ZNF385D_tGut +TCONS_00017458 gene-ZNF385D_tGut 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+TCONS_00017492 gene-HOXA11_tGut +TCONS_00017493 gene-HOXA11_tGut +TCONS_00017494 gene-HOXA10_tGut +TCONS_00017495 gene-HOXA9_tGut +TCONS_00017496 gene-HOXA7_tGut +TCONS_00017497 gene-HOXA6_tGut +TCONS_00017499 gene-HOXA5_tGut +TCONS_00017498 gene-HOXA5_tGut +TCONS_00017500 gene-HOXA4_tGut +TCONS_00017501 gene-HOXA3_tGut +TCONS_00017502 gene-HOXA2_tGut +TCONS_00017503 gene-HOXA1_tGut +TCONS_00017504 gene-SKAP2_tGut +TCONS_00017507 gene-HNRNPA2B1_tGut +TCONS_00017508 gene-HNRNPA2B1_tGut +TCONS_00017506 gene-HNRNPA2B1_tGut +TCONS_00017505 gene-HNRNPA2B1_tGut +TCONS_00017511 gene-HNRNPA2B1_tGut +TCONS_00017512 gene-HNRNPA2B1_tGut +TCONS_00017510 gene-HNRNPA2B1_tGut +TCONS_00017509 gene-HNRNPA2B1_tGut +TCONS_00017513 gene-NPVF_tGut +TCONS_00017514 gene-CYCS_tGut +TCONS_00017515 gene-OSBPL3_tGut +TCONS_00017516 gene-OSBPL3_tGut +TCONS_00017520 gene-OSBPL3_tGut +TCONS_00017519 gene-OSBPL3_tGut +TCONS_00017518 gene-OSBPL3_tGut +TCONS_00017517 gene-OSBPL3_tGut +TCONS_00017521 gene-OSBPL3_tGut 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+TCONS_00017552 gene-POLR1F_tGut +TCONS_00017553 gene-FERD3L_tGut +TCONS_00017554 gene-TWIST1_tGut +TCONS_00017556 gene-SNX13_tGut +TCONS_00017555 gene-SNX13_tGut +TCONS_00017559 gene-SNX13_tGut +TCONS_00017558 gene-SNX13_tGut +TCONS_00017557 gene-SNX13_tGut +TCONS_00017560 gene-AGR3_tGut +TCONS_00017561 gene-AGR2_tGut +TCONS_00017562 gene-ANKMY2_tGut +TCONS_00017563 gene-SOSTDC1_tGut +TCONS_00017564 gene-CRPPA_tGut +TCONS_00017565 gene-CRPPA_tGut +TCONS_00017566 gene-CRPPA_tGut +TCONS_00017567 gene-CRPPA_tGut +TCONS_00017568 gene-CRPPA_tGut +TCONS_00017569 gene-CRPPA_tGut +TCONS_00017570 gene-MEOX2_tGut +TCONS_00017571 gene-AGMO_tGut +TCONS_00017573 gene-AGMO_tGut +TCONS_00017572 gene-AGMO_tGut +TCONS_00017574 gene-DGKB_tGut +TCONS_00017575 gene-DGKB_tGut +TCONS_00017580 gene-DGKB_tGut +TCONS_00017579 gene-DGKB_tGut +TCONS_00017578 gene-DGKB_tGut +TCONS_00017577 gene-DGKB_tGut +TCONS_00017576 gene-DGKB_tGut +TCONS_00017581 gene-DGKB_tGut +TCONS_00017582 gene-ETV1_tGut +TCONS_00017583 gene-ETV1_tGut +TCONS_00017584 gene-ETV1_tGut +TCONS_00017585 gene-ETV1_tGut +TCONS_00017586 gene-VWDE_tGut +TCONS_00017587 gene-THSD7A_tGut +TCONS_00017588 gene-THSD7A_tGut +TCONS_00017590 gene-THSD7A_tGut +TCONS_00017589 gene-THSD7A_tGut +TCONS_00017591 gene-THSD7A_tGut +TCONS_00017593 gene-THSD7A_tGut +TCONS_00017592 gene-THSD7A_tGut +TCONS_00017594 gene-NDUFA4_tGut +TCONS_00017595 gene-ICA1_tGut +TCONS_00017596 gene-RPA3_tGut +TCONS_00017597 gene-COL28A1_gGal +TCONS_00017598 gene-ASNS_tGut +TCONS_00017599 gene-DLX5_tGut +TCONS_00017600 gene-SEM1_tGut +TCONS_00017603 gene-SLC25A13_tGut +TCONS_00017602 gene-SLC25A13_tGut +TCONS_00017601 gene-SLC25A13_tGut +TCONS_00017604 gene-SLC25A13_tGut +TCONS_00017605 gene-SLC25A13_tGut +TCONS_00017606 gene-SLC25A13_tGut +TCONS_00017607 gene-PDK4_tGut +TCONS_00017608 gene-PON1_gGal +TCONS_00017611 gene-SGCE_tGut +TCONS_00017612 gene-SGCE_tGut +TCONS_00017610 gene-SGCE_tGut +TCONS_00017609 gene-SGCE_tGut +TCONS_00017615 gene-SGCE_tGut 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gene-PEX1_tGut +TCONS_00017646 gene-PEX1_tGut +TCONS_00017647 gene-KRIT1_tGut +TCONS_00017648 gene-FAM237B_tGut +TCONS_00017649 gene-STEAP4_tGut +TCONS_00017650 gene-SRI_tGut +TCONS_00017651 gene-SLC25A40_tGut +TCONS_00017655 gene-SLC25A40_tGut +TCONS_00017656 gene-SLC25A40_tGut +TCONS_00017654 gene-SLC25A40_tGut +TCONS_00017653 gene-SLC25A40_tGut +TCONS_00017652 gene-SLC25A40_tGut +TCONS_00017658 gene-ABCB1_tGut +TCONS_00017657 gene-ABCB1_tGut +TCONS_00017659 gene-ABCB1_tGut +TCONS_00017660 gene-OLAH_tGut +TCONS_00017661 gene-RPP38_tGut +TCONS_00017662 gene-PTER_tGut +TCONS_00017663 gene-VIM_tGut +TCONS_00017664 gene-STAM_tGut +TCONS_00017665 gene-MRC1_gGal +TCONS_00017666 gene-MRC1_gGal +TCONS_00017667 gene-MMR1L4_gGal +TCONS_00017668 gene-MMR1L3_gGal +TCONS_00017669 gene-LOC100219050_tGut +TCONS_00017670 gene-LOC100219050_tGut +TCONS_00017673 gene-SLC39A12_tGut +TCONS_00017674 gene-SLC39A12_tGut +TCONS_00017672 gene-SLC39A12_tGut +TCONS_00017671 gene-SLC39A12_tGut +TCONS_00017675 gene-SLC39A12_tGut +TCONS_00017678 gene-CACNB2_tGut +TCONS_00017679 gene-CACNB2_tGut +TCONS_00017677 gene-CACNB2_tGut +TCONS_00017676 gene-CACNB2_tGut +TCONS_00017681 gene-CACNB2_tGut +TCONS_00017680 gene-CACNB2_tGut +TCONS_00017684 gene-CACNB2_tGut +TCONS_00017683 gene-CACNB2_tGut +TCONS_00017682 gene-CACNB2_tGut +TCONS_00017685 gene-CACNB2_tGut +TCONS_00017686 gene-ARL5B_tGut +TCONS_00017687 gene-MALRD1_tGut +TCONS_00017688 gene-MALRD1_tGut +TCONS_00017689 gene-MALRD1_tGut +TCONS_00017690 gene-PLXDC2_tGut +TCONS_00017691 gene-PLXDC2_tGut +TCONS_00017692 gene-MLLT10_tGut +TCONS_00017693 gene-MLLT10_tGut +TCONS_00017695 gene-MLLT10_tGut +TCONS_00017694 gene-MLLT10_tGut +TCONS_00017696 gene-COMMD3_tGut +TCONS_00017697 gene-BMI1_tGut +TCONS_00017699 gene-SPAG6_tGut +TCONS_00017698 gene-SPAG6_tGut +TCONS_00017700 gene-SPAG6_tGut +TCONS_00017701 gene-SPAG6_tGut +TCONS_00017702 gene-ARMC3_tGut +TCONS_00017703 gene-ARMC3_tGut +TCONS_00017704 gene-ARMC3_tGut +TCONS_00017705 gene-PTF1A_tGut 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gene-ACBD5_tGut +TCONS_00017736 gene-ACBD5_tGut +TCONS_00017737 gene-YME1L1_tGut +TCONS_00017738 gene-YME1L1_tGut +TCONS_00017739 gene-LOC100222288_tGut +TCONS_00017740 gene-LOC100222288_tGut +TCONS_00017741 gene-LOC100231542_tGut +TCONS_00017742 gene-LOC100231542_tGut +TCONS_00017743 gene-RAB18_tGut +TCONS_00017744 gene-WAC_tGut +TCONS_00017745 gene-WAC_tGut +TCONS_00017746 gene-WAC_tGut +TCONS_00017747 gene-BAMBI_tGut +TCONS_00017748 gene-BAMBI_tGut +TCONS_00017749 gene-MTPAP_gGal +TCONS_00017750 gene-JCAD_tGut +TCONS_00017751 gene-JCAD_tGut +TCONS_00017752 gene-JCAD_tGut +TCONS_00017753 gene-SVIL_tGut +TCONS_00017757 gene-SVIL_tGut +TCONS_00017759 gene-SVIL_tGut +TCONS_00017761 gene-SVIL_tGut +TCONS_00017763 gene-SVIL_tGut +TCONS_00017765 gene-SVIL_tGut +TCONS_00017766 gene-SVIL_tGut +TCONS_00017764 gene-SVIL_tGut +TCONS_00017762 gene-SVIL_tGut +TCONS_00017760 gene-SVIL_tGut +TCONS_00017758 gene-SVIL_tGut +TCONS_00017756 gene-SVIL_tGut +TCONS_00017755 gene-SVIL_tGut +TCONS_00017754 gene-SVIL_tGut +TCONS_00017768 gene-SVIL_tGut +TCONS_00017767 gene-SVIL_tGut +TCONS_00017769 gene-SVIL_tGut +TCONS_00017770 gene-SVIL_tGut +TCONS_00017771 gene-ZEB1_tGut +TCONS_00017772 gene-ZEB1_tGut +TCONS_00017773 gene-ZEB1_tGut +TCONS_00017774 gene-CREM_tGut +TCONS_00017775 gene-CREM_tGut +TCONS_00017776 gene-CREM_tGut +TCONS_00017777 gene-CREM_tGut +TCONS_00017779 gene-CCNY_tGut +TCONS_00017778 gene-CCNY_tGut +TCONS_00017781 gene-CCNY_tGut +TCONS_00017780 gene-CCNY_tGut +TCONS_00017782 gene-GJD4_tGut +TCONS_00017783 gene-KLF6_tGut +TCONS_00017784 gene-PITRM1_tGut +TCONS_00017785 gene-ADARB2_tGut +TCONS_00017786 gene-IDI1_tGut +TCONS_00017789 gene-LARP4B_tGut +TCONS_00017791 gene-LARP4B_tGut +TCONS_00017790 gene-LARP4B_tGut +TCONS_00017788 gene-LARP4B_tGut +TCONS_00017787 gene-LARP4B_tGut +TCONS_00017794 gene-DIP2C_tGut +TCONS_00017796 gene-DIP2C_tGut +TCONS_00017795 gene-DIP2C_tGut +TCONS_00017793 gene-DIP2C_tGut +TCONS_00017792 gene-DIP2C_tGut +TCONS_00017797 gene-DIP2C_tGut +TCONS_00017798 gene-DIP2C_tGut +TCONS_00017800 gene-VIPR2_tGut +TCONS_00017799 gene-VIPR2_tGut +TCONS_00017801 gene-VIPR2_tGut +TCONS_00017804 gene-ESYT2_tGut +TCONS_00017805 gene-ESYT2_tGut +TCONS_00017803 gene-ESYT2_tGut +TCONS_00017802 gene-ESYT2_tGut +TCONS_00017806 gene-ESYT2_tGut +TCONS_00017807 gene-NCAPG2_tGut +TCONS_00017808 gene-LMBR1_tGut +TCONS_00017809 gene-SHH_tGut +TCONS_00017810 gene-PAXIP1_tGut +TCONS_00017811 gene-XRCC2_tGut +TCONS_00017812 gene-PRKAG2_tGut +TCONS_00017813 gene-PRKAG2_tGut +TCONS_00017814 gene-PRKAG2_tGut +TCONS_00017815 gene-PRKAG2_tGut +TCONS_00017816 gene-PRKAG2_tGut +TCONS_00017818 gene-RHEB_tGut-2 +TCONS_00017817 gene-RHEB_tGut-2 +TCONS_00017819 gene-CRYGN_tGut +TCONS_00017820 gene-CRYGN_tGut +TCONS_00017821 gene-CRYGN_tGut +TCONS_00017822 gene-CRYGN_tGut +TCONS_00017823 gene-WDR86_tGut +TCONS_00017824 gene-WDR86_tGut +TCONS_00017825 gene-XYLB_tGut +TCONS_00017826 gene-XYLB_tGut +TCONS_00017827 gene-XYLB_tGut +TCONS_00017828 gene-XYLB_tGut +TCONS_00017829 gene-ACVR2B_tGut +TCONS_00017830 gene-EXOG_tGut +TCONS_00017831 gene-WDR48_tGut +TCONS_00017832 gene-XIRP1_tGut +TCONS_00017833 gene-XIRP1_tGut +TCONS_00017834 gene-SLC22A13_gGal-like-1 +TCONS_00017835 gene-SLC22A13L_gGal-like-2 +TCONS_00017836 gene-LOC100226503_tGut +TCONS_00017837 gene-LOC100226503_tGut +TCONS_00017839 gene-ACAA1_tGut +TCONS_00017838 gene-ACAA1_tGut +TCONS_00017841 gene-PLCD1_tGut +TCONS_00017840 gene-PLCD1_tGut +TCONS_00017843 gene-PLCD1_tGut +TCONS_00017842 gene-PLCD1_tGut +TCONS_00017844 gene-PLCD1_tGut +TCONS_00017845 gene-GARS1_tGut +TCONS_00017846 gene-GARS1_tGut +TCONS_00017847 gene-GARS1_tGut +TCONS_00017848 gene-MINDY4_tGut +TCONS_00017849 gene-MINDY4_tGut +TCONS_00017852 gene-MINDY4_tGut +TCONS_00017851 gene-MINDY4_tGut +TCONS_00017850 gene-MINDY4_tGut +TCONS_00017855 gene-MINDY4_tGut +TCONS_00017854 gene-MINDY4_tGut +TCONS_00017853 gene-MINDY4_tGut +TCONS_00017856 gene-MINDY4_tGut +TCONS_00017857 gene-MINDY4_tGut +TCONS_00017858 gene-MINDY4_tGut +TCONS_00017861 gene-MINDY4_tGut +TCONS_00017862 gene-MINDY4_tGut +TCONS_00017860 gene-MINDY4_tGut +TCONS_00017859 gene-MINDY4_tGut +TCONS_00017864 gene-MINDY4_tGut +TCONS_00017863 gene-MINDY4_tGut +TCONS_00017865 gene-AQP1_tGut +TCONS_00017867 gene-GHRHR_tGut +TCONS_00017866 gene-GHRHR_tGut +TCONS_00017870 gene-ADCYAP1R1_tGut +TCONS_00017872 gene-ADCYAP1R1_tGut +TCONS_00017871 gene-ADCYAP1R1_tGut +TCONS_00017869 gene-ADCYAP1R1_tGut +TCONS_00017868 gene-ADCYAP1R1_tGut +TCONS_00017876 gene-ADCYAP1R1_tGut +TCONS_00017875 gene-ADCYAP1R1_tGut +TCONS_00017874 gene-ADCYAP1R1_tGut +TCONS_00017873 gene-ADCYAP1R1_tGut +TCONS_00017877 gene-VIPR1_tGut +TCONS_00017878 gene-VIPR1_tGut +TCONS_00017879 gene-VIPR1_tGut +TCONS_00017881 gene-NKTR_tGut +TCONS_00017880 gene-NKTR_tGut +TCONS_00017882 gene-ZBTB47_tGut +TCONS_00017883 gene-ACKR2_tGut +TCONS_00017884 gene-CYP8B1_gGal +TCONS_00017885 gene-MRPL55_tGut-3 +TCONS_00017886 gene-C2H1orf35_tGut +TCONS_00017887 gene-WNT9A_tGut +TCONS_00017888 gene-JMJD4_tGut +TCONS_00017889 gene-TMIE_tGut +TCONS_00017890 gene-MYL3_tGut +TCONS_00017891 gene-MYL3_tGut +TCONS_00017893 gene-CHDSD_gGal +TCONS_00017892 gene-CHDSD_gGal +TCONS_00017894 gene-TNFRSF14_gGal +TCONS_00017896 gene-KLHL18_tGut +TCONS_00017895 gene-KLHL18_tGut +TCONS_00017898 gene-KLHL18_tGut +TCONS_00017897 gene-KLHL18_tGut +TCONS_00017900 gene-KLHL18_tGut +TCONS_00017899 gene-KLHL18_tGut +TCONS_00017901 gene-KLHL18_tGut +TCONS_00017902 gene-KLHL18_tGut +TCONS_00017903 gene-LOC115494112_tGut-like-2 +TCONS_00017904 gene-CATH3_gGal-like-1 +TCONS_00017905 gene-CATH2_gGal-like-3 +TCONS_00017906 gene-ZNF212_gGal +TCONS_00017907 gene-ZNF212_gGal +TCONS_00017909 gene-ZNF767_gGal +TCONS_00017908 gene-ZNF767_gGal +TCONS_00017911 gene-ZNF767_gGal +TCONS_00017910 gene-ZNF767_gGal +TCONS_00017912 gene-LOC100224667_tGut +TCONS_00017913 gene-LOC100224667_tGut +TCONS_00017914 gene-LOC100218887_tGut +TCONS_00017915 gene-CDC25A_tGut +TCONS_00017918 gene-MAP4_tGut +TCONS_00017917 gene-MAP4_tGut +TCONS_00017916 gene-MAP4_tGut +TCONS_00017923 gene-MAP4_tGut +TCONS_00017921 gene-MAP4_tGut +TCONS_00017922 gene-MAP4_tGut +TCONS_00017920 gene-MAP4_tGut +TCONS_00017919 gene-MAP4_tGut +TCONS_00017926 gene-MAP4_tGut +TCONS_00017925 gene-MAP4_tGut +TCONS_00017924 gene-MAP4_tGut +TCONS_00017928 gene-SMARCC1_tGut +TCONS_00017927 gene-SMARCC1_tGut +TCONS_00017929 gene-CSPG5_tGut-2 +TCONS_00017930 gene-CSPG5_tGut-2 +TCONS_00017931 gene-ELP6_tGut-2 +TCONS_00017934 gene-SCAP_gGal +TCONS_00017935 gene-SCAP_gGal +TCONS_00017933 gene-SCAP_gGal +TCONS_00017932 gene-SCAP_gGal +TCONS_00017936 gene-CCM2_tGut +TCONS_00017937 gene-CCM2_tGut +TCONS_00017938 gene-CUNH2orf68_gGal-like-9 +TCONS_00017939 gene-LOC107050011_gGal-3 +TCONS_00017941 gene-ZNF467_gGal +TCONS_00017940 gene-ZNF467_gGal +TCONS_00017943 gene-LOC115494072_tGut +TCONS_00017944 gene-LOC115494072_tGut +TCONS_00017942 gene-LRRC61_tGut-like-8 +TCONS_00017945 gene-LOC115494107_tGut-1 +TCONS_00017946 gene-AOC1_tGut +TCONS_00017947 gene-NOS3_tGut +TCONS_00017948 gene-NOS3_tGut +TCONS_00017949 gene-ABCB8_tGut-1 +TCONS_00017950 gene-ABCB8_tGut-1 +TCONS_00017951 gene-AGAP3_tGut +TCONS_00017952 gene-CHPF2_tGut +TCONS_00017954 gene-SMARCD3_tGut-1 +TCONS_00017953 gene-SMARCD3_tGut-1 +TCONS_00017958 gene-SMARCD3_tGut-1 +TCONS_00017957 gene-SMARCD3_tGut-1 +TCONS_00017956 gene-SMARCD3_tGut-1 +TCONS_00017955 gene-SMARCD3_tGut-1 +TCONS_00017959 gene-SMARCD3_tGut-1 +TCONS_00017960 gene-THUMPD2_tGut +TCONS_00017961 gene-THUMPD2_tGut +TCONS_00017962 gene-THUMPD2_tGut +TCONS_00017963 gene-FAM83H_tGut +TCONS_00017964 gene-SCRIB_tGut +TCONS_00017968 gene-SCRIB_tGut +TCONS_00017970 gene-SCRIB_tGut +TCONS_00017972 gene-SCRIB_tGut +TCONS_00017974 gene-SCRIB_tGut +TCONS_00017976 gene-SCRIB_tGut +TCONS_00017978 gene-SCRIB_tGut +TCONS_00017980 gene-SCRIB_tGut +TCONS_00017982 gene-SCRIB_tGut +TCONS_00017984 gene-SCRIB_tGut +TCONS_00017986 gene-SCRIB_tGut +TCONS_00017988 gene-SCRIB_tGut +TCONS_00017990 gene-SCRIB_tGut +TCONS_00017992 gene-SCRIB_tGut +TCONS_00017994 gene-SCRIB_tGut +TCONS_00017996 gene-SCRIB_tGut +TCONS_00017998 gene-SCRIB_tGut +TCONS_00018000 gene-SCRIB_tGut +TCONS_00018002 gene-SCRIB_tGut +TCONS_00018004 gene-SCRIB_tGut +TCONS_00018006 gene-SCRIB_tGut +TCONS_00018008 gene-SCRIB_tGut +TCONS_00018010 gene-SCRIB_tGut +TCONS_00018011 gene-SCRIB_tGut +TCONS_00018009 gene-SCRIB_tGut +TCONS_00018007 gene-SCRIB_tGut +TCONS_00018005 gene-SCRIB_tGut +TCONS_00018003 gene-SCRIB_tGut +TCONS_00018001 gene-SCRIB_tGut +TCONS_00017999 gene-SCRIB_tGut +TCONS_00017997 gene-SCRIB_tGut +TCONS_00017995 gene-SCRIB_tGut +TCONS_00017993 gene-SCRIB_tGut +TCONS_00017991 gene-SCRIB_tGut +TCONS_00017989 gene-SCRIB_tGut +TCONS_00017987 gene-SCRIB_tGut +TCONS_00017985 gene-SCRIB_tGut +TCONS_00017983 gene-SCRIB_tGut +TCONS_00017981 gene-SCRIB_tGut +TCONS_00017979 gene-SCRIB_tGut +TCONS_00017977 gene-SCRIB_tGut +TCONS_00017975 gene-SCRIB_tGut +TCONS_00017973 gene-SCRIB_tGut +TCONS_00017971 gene-SCRIB_tGut +TCONS_00017969 gene-SCRIB_tGut +TCONS_00017967 gene-SCRIB_tGut +TCONS_00017966 gene-SCRIB_tGut +TCONS_00017965 gene-SCRIB_tGut +TCONS_00018013 gene-SCRIB_tGut +TCONS_00018012 gene-SCRIB_tGut +TCONS_00018014 gene-PUF60_tGut +TCONS_00018016 gene-PUF60_tGut +TCONS_00018015 gene-PUF60_tGut +TCONS_00018018 gene-PUF60_tGut +TCONS_00018017 gene-PUF60_tGut +TCONS_00018020 gene-NRBP2_tGut-2 +TCONS_00018019 gene-NRBP2_tGut-2 +TCONS_00018021 gene-NRBP2_tGut-2 +TCONS_00018023 gene-NRBP2_tGut-2 +TCONS_00018022 gene-NRBP2_tGut-2 +TCONS_00018024 gene-LOC101747554_gGal +TCONS_00018025 gene-LOC107050437_gGal +TCONS_00018026 gene-PLEC_tGut +TCONS_00018027 gene-ART7B_gGal +TCONS_00018028 gene-SHARPIN_tGut-like-1 +TCONS_00018029 gene-LOC124417357_gGal-like-5 +TCONS_00018030 gene-GPAA1_tGut-like-3 +TCONS_00018031 gene-DHDH_gGal-like-14 +TCONS_00018032 gene-SCX_gGal +TCONS_00018035 gene-MROH1_tGut-like-1 +TCONS_00018034 gene-MROH1_tGut-like-1 +TCONS_00018033 gene-MROH1_tGut-like-1 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gene-ADGRB1_tGut +TCONS_00018063 gene-ADGRB1_tGut +TCONS_00018062 gene-ADGRB1_tGut +TCONS_00018061 gene-ADGRB1_tGut +TCONS_00018066 gene-ADGRB1_tGut +TCONS_00018065 gene-ADGRB1_tGut +TCONS_00018067 gene-DENND3_tGut +TCONS_00018068 gene-RPLP1_tGut +TCONS_00018069 gene-CHRAC1_tGut +TCONS_00018071 gene-KHDRBS3_tGut +TCONS_00018070 gene-KHDRBS3_tGut +TCONS_00018072 gene-CCN4_tGut +TCONS_00018073 gene-CCN4_tGut +TCONS_00018074 gene-TG_tGut +TCONS_00018075 gene-TG_tGut +TCONS_00018078 gene-PHF20L1_tGut +TCONS_00018080 gene-PHF20L1_tGut +TCONS_00018082 gene-PHF20L1_tGut +TCONS_00018084 gene-PHF20L1_tGut +TCONS_00018086 gene-PHF20L1_tGut +TCONS_00018088 gene-PHF20L1_tGut +TCONS_00018087 gene-PHF20L1_tGut +TCONS_00018085 gene-PHF20L1_tGut +TCONS_00018083 gene-PHF20L1_tGut +TCONS_00018081 gene-PHF20L1_tGut +TCONS_00018079 gene-PHF20L1_tGut +TCONS_00018077 gene-PHF20L1_tGut +TCONS_00018076 gene-PHF20L1_tGut +TCONS_00018089 gene-EFR3A_tGut +TCONS_00018090 gene-EFR3A_tGut +TCONS_00018091 gene-EFR3A_tGut +TCONS_00018092 gene-EFR3A_tGut +TCONS_00018093 gene-EFR3A_tGut +TCONS_00018094 gene-EFR3A_tGut +TCONS_00018095 gene-MYC_tGut +TCONS_00018096 gene-TRIB1_tGut +TCONS_00018097 gene-NSMCE2_gGal +TCONS_00018098 gene-SQLE_tGut +TCONS_00018099 gene-NDUFB9_tGut +TCONS_00018100 gene-RNF139_tGut +TCONS_00018101 gene-FER1L6_tGut +TCONS_00018103 gene-FER1L6_tGut +TCONS_00018102 gene-FER1L6_tGut +TCONS_00018104 gene-FER1L6_tGut +TCONS_00018105 gene-FAM91A1_tGut +TCONS_00018106 gene-FAM91A1_tGut +TCONS_00018107 gene-NTAQ1_tGut +TCONS_00018108 gene-NTAQ1_tGut +TCONS_00018109 gene-NTAQ1_tGut +TCONS_00018110 gene-FAM83A_tGut +TCONS_00018111 gene-TBC1D31_tGut +TCONS_00018113 gene-TBC1D31_tGut +TCONS_00018112 gene-TBC1D31_tGut +TCONS_00018114 gene-ZHX2_tGut +TCONS_00018115 gene-MTBP_gGal +TCONS_00018117 gene-MTBP_gGal +TCONS_00018116 gene-MTBP_gGal +TCONS_00018120 gene-COL14A1_tGut +TCONS_00018122 gene-COL14A1_tGut +TCONS_00018123 gene-COL14A1_tGut +TCONS_00018121 gene-COL14A1_tGut 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gene-TMEM67_tGut +TCONS_00018214 gene-CIBAR1_tGut +TCONS_00018215 gene-CIBAR1_tGut +TCONS_00018216 gene-SLC26A7_tGut +TCONS_00018217 gene-SLC26A7_tGut +TCONS_00018218 gene-SLC26A7_tGut +TCONS_00018219 gene-SLC26A7_tGut +TCONS_00018220 gene-SLC26A7_tGut +TCONS_00018221 gene-OTUD6B_tGut +TCONS_00018222 gene-NECAB1_tGut +TCONS_00018226 gene-NECAB1_tGut +TCONS_00018225 gene-NECAB1_tGut +TCONS_00018224 gene-NECAB1_tGut +TCONS_00018223 gene-NECAB1_tGut +TCONS_00018230 gene-NECAB1_tGut +TCONS_00018229 gene-NECAB1_tGut +TCONS_00018228 gene-NECAB1_tGut +TCONS_00018227 gene-NECAB1_tGut +TCONS_00018231 gene-CALB1_tGut +TCONS_00018232 gene-DECR1_tGut +TCONS_00018233 gene-OSGIN2_tGut +TCONS_00018234 gene-OSGIN2_tGut +TCONS_00018235 gene-OSGIN2_tGut +TCONS_00018236 gene-SLC7A7_gGal +TCONS_00018238 gene-RIPK2_tGut +TCONS_00018237 gene-RIPK2_tGut +TCONS_00018239 gene-CPNE3_tGut +TCONS_00018240 gene-WWP1_tGut +TCONS_00018241 gene-WWP1_tGut +TCONS_00018242 gene-ATP6V0D2_tGut +TCONS_00018243 gene-CA2_gGal +TCONS_00018244 gene-CA3B_gGal +TCONS_00018245 gene-CA3A_gGal +TCONS_00018246 gene-CA13_gGal +TCONS_00018247 gene-E2F5_tGut +TCONS_00018248 gene-E2F5_tGut +TCONS_00018251 gene-LRRCC1_tGut +TCONS_00018250 gene-LRRCC1_tGut +TCONS_00018249 gene-LRRCC1_tGut +TCONS_00018253 gene-RALYL_tGut +TCONS_00018252 gene-RALYL_tGut +TCONS_00018256 gene-RALYL_tGut +TCONS_00018255 gene-RALYL_tGut +TCONS_00018254 gene-RALYL_tGut +TCONS_00018257 gene-CHMP4C_tGut +TCONS_00018258 gene-FABP5_tGut +TCONS_00018259 gene-MRPL53_tGut +TCONS_00018260 gene-ZBTB10_tGut +TCONS_00018261 gene-STMN2_tGut +TCONS_00018264 gene-ZC2HC1A_tGut +TCONS_00018266 gene-ZC2HC1A_tGut +TCONS_00018267 gene-ZC2HC1A_tGut +TCONS_00018265 gene-ZC2HC1A_tGut +TCONS_00018263 gene-ZC2HC1A_tGut +TCONS_00018262 gene-ZC2HC1A_tGut +TCONS_00018268 gene-PKIA_tGut +TCONS_00018271 gene-ZFHX4_tGut +TCONS_00018270 gene-ZFHX4_tGut +TCONS_00018269 gene-ZFHX4_tGut +TCONS_00018272 gene-HNF4G_tGut +TCONS_00018273 gene-HNF4G_tGut 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gene-MCMDC2_tGut +TCONS_00018303 gene-MCMDC2_tGut +TCONS_00018306 gene-SGK3_gGal +TCONS_00018307 gene-SGK3_gGal +TCONS_00018308 gene-SGK3_gGal +TCONS_00018309 gene-VXN_tGut +TCONS_00018310 gene-ADHFE1_tGut +TCONS_00018311 gene-ADHFE1_tGut +TCONS_00018312 gene-RRS1_tGut +TCONS_00018314 gene-TRIM55_tGut +TCONS_00018313 gene-TRIM55_tGut +TCONS_00018315 gene-TRIM55_tGut +TCONS_00018316 gene-DNAJC5B_tGut +TCONS_00018317 gene-MTFR1_tGut +TCONS_00018318 gene-LOC115493904_tGut +TCONS_00018319 gene-YTHDF3_tGut +TCONS_00018320 gene-YTHDF3_tGut +TCONS_00018321 gene-YTHDF3_tGut +TCONS_00018323 gene-NKAIN3_tGut +TCONS_00018322 gene-NKAIN3_tGut +TCONS_00018324 gene-NKAIN3_tGut +TCONS_00018325 gene-CLVS1_tGut +TCONS_00018326 gene-CHD7_tGut +TCONS_00018329 gene-CHD7_tGut +TCONS_00018328 gene-CHD7_tGut +TCONS_00018327 gene-CHD7_tGut +TCONS_00018330 gene-RAB2A_tGut +TCONS_00018331 gene-SDCBP_gGal +TCONS_00018332 gene-UBXN2B_tGut +TCONS_00018333 gene-UBXN2B_tGut +TCONS_00018334 gene-UBXN2B_tGut 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gene-MAPRE2_tGut +TCONS_00018366 gene-MAPRE2_tGut +TCONS_00018367 gene-MAPRE2_tGut +TCONS_00018368 gene-MAPRE2_tGut +TCONS_00018369 gene-DTNA_tGut +TCONS_00018370 gene-DTNA_tGut +TCONS_00018371 gene-ASXL3_tGut +TCONS_00018372 gene-ASXL3_tGut +TCONS_00018373 gene-ASXL3_tGut +TCONS_00018374 gene-ASXL3_tGut +TCONS_00018375 gene-MEP1B_tGut +TCONS_00018376 gene-RNF138_tGut +TCONS_00018377 gene-RNF138_tGut +TCONS_00018378 gene-LOC100226992_tGut +TCONS_00018379 gene-TTR_tGut +TCONS_00018380 gene-TTR_tGut +TCONS_00018382 gene-DSG2_tGut +TCONS_00018381 gene-DSG2_tGut +TCONS_00018383 gene-DSG4_tGut +TCONS_00018384 gene-TAF4B_tGut +TCONS_00018385 gene-TAF4B_tGut +TCONS_00018386 gene-LOC428525_gGal +TCONS_00018387 gene-HRH4_gGal +TCONS_00018388 gene-IMPACT_tGut +TCONS_00018389 gene-TTC39C_tGut +TCONS_00018390 gene-RMC1_tGut +TCONS_00018393 gene-RIOK3_tGut +TCONS_00018394 gene-RIOK3_tGut +TCONS_00018392 gene-RIOK3_tGut +TCONS_00018391 gene-RIOK3_tGut +TCONS_00018395 gene-CABLES1_tGut 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gene-ZNF622_tGut +TCONS_00018578 gene-ZNF622_tGut +TCONS_00018577 gene-ZNF622_tGut +TCONS_00018580 gene-RETREG1_tGut +TCONS_00018582 gene-CDH18_tGut +TCONS_00018581 gene-CDH18_tGut +TCONS_00018583 gene-CDH12_tGut +TCONS_00018584 gene-CDH12_tGut +TCONS_00018585 gene-CDH12_tGut +TCONS_00018586 gene-CDH10_tGut +TCONS_00018587 gene-CDH9_tGut +TCONS_00018588 gene-DROSHA_tGut +TCONS_00018589 gene-RNF152_tGut +TCONS_00018590 gene-PIGN_tGut +TCONS_00018591 gene-LOC105758978_tGut +TCONS_00018592 gene-BCL2_tGut +TCONS_00018593 gene-BCL2_tGut +TCONS_00018594 gene-KDSR_tGut +TCONS_00018595 gene-KDSR_tGut +TCONS_00018596 gene-VPS4B_tGut +TCONS_00018597 gene-WRNIP1_tGut +TCONS_00018598 gene-FOXC1_tGut +TCONS_00018599 gene-FOXF2_tGut +TCONS_00018600 gene-FOXQ1_tGut +TCONS_00018602 gene-IRF4_tGut +TCONS_00018601 gene-IRF4_tGut +TCONS_00018603 gene-DUSP22_tGut +TCONS_00018604 gene-TUBB2A_gGal +TCONS_00018605 gene-TUBB2B_gGal +TCONS_00018606 gene-SLC22A23_tGut +TCONS_00018607 gene-SLC22A23_tGut 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gene-KIF13A_tGut +TCONS_00018664 gene-KIF13A_tGut +TCONS_00018671 gene-KIF13A_tGut +TCONS_00018672 gene-NHLRC1_tGut +TCONS_00018673 gene-TPMT_tGut +TCONS_00018674 gene-DEK_tGut +TCONS_00018675 gene-DEK_tGut +TCONS_00018676 gene-DEK_tGut +TCONS_00018677 gene-DEK_tGut +TCONS_00018679 gene-MBOAT1_tGut +TCONS_00018678 gene-MBOAT1_tGut +TCONS_00018680 gene-MBOAT1_tGut +TCONS_00018682 gene-MBOAT1_tGut +TCONS_00018681 gene-MBOAT1_tGut +TCONS_00018683 gene-PRL_tGut +TCONS_00018685 gene-DCDC2_tGut +TCONS_00018684 gene-DCDC2_tGut +TCONS_00018687 gene-DCDC2_tGut +TCONS_00018686 gene-DCDC2_tGut +TCONS_00018688 gene-DCDC2_tGut +TCONS_00018690 gene-DCDC2_tGut +TCONS_00018689 gene-DCDC2_tGut +TCONS_00018691 gene-GPLD1_tGut +TCONS_00018693 gene-KIAA0319_tGut +TCONS_00018692 gene-KIAA0319_tGut +TCONS_00018695 gene-KIAA0319_tGut +TCONS_00018694 gene-KIAA0319_tGut +TCONS_00018696 gene-TXNL4A_tGut +TCONS_00018697 gene-RECK_tGut +TCONS_00018698 gene-RECK_tGut +TCONS_00018701 gene-RECK_tGut +TCONS_00018700 gene-RECK_tGut +TCONS_00018699 gene-RECK_tGut +TCONS_00018702 gene-TGFBR1_tGut +TCONS_00018703 gene-TGFBR1_tGut +TCONS_00018704 gene-COL15A1_tGut +TCONS_00018706 gene-COL15A1_tGut +TCONS_00018705 gene-COL15A1_tGut +TCONS_00018707 gene-COL15A1_tGut +TCONS_00018708 gene-TRIP13_tGut +TCONS_00018709 gene-TNS3_tGut +TCONS_00018710 gene-TNS3_tGut +TCONS_00018711 gene-TNS3_tGut +TCONS_00018712 gene-TNS3_tGut +TCONS_00018713 gene-TNS3_tGut +TCONS_00018715 gene-TNS3_tGut +TCONS_00018714 gene-TNS3_tGut +TCONS_00018716 gene-HUS1_tGut +TCONS_00018718 gene-HUS1_tGut +TCONS_00018717 gene-HUS1_tGut +TCONS_00018719 gene-ICE1_tGut +TCONS_00018720 gene-SLC12A7_tGut-4 +TCONS_00018721 gene-LSM5_gGal-9 +TCONS_00018722 gene-PPP1R17_gGal +TCONS_00018723 gene-ITGA9_tGut +TCONS_00018724 gene-ITGA9_tGut +TCONS_00018725 gene-GOLGA4_tGut +TCONS_00018726 gene-GOLGA4_tGut +TCONS_00018727 gene-GOLGA4_tGut +TCONS_00018729 gene-GOLGA4_tGut +TCONS_00018728 gene-GOLGA4_tGut +TCONS_00018731 gene-GOLGA4_tGut 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gene-METTL6_gGal +TCONS_00018915 gene-METTL6_gGal +TCONS_00018917 gene-NOD1_tGut +TCONS_00018918 gene-GGCT_tGut +TCONS_00018919 gene-POMGNT2_tGut +TCONS_00018920 gene-ANO10_tGut +TCONS_00018921 gene-ANO10_tGut +TCONS_00018922 gene-CNOT10_tGut +TCONS_00018923 gene-CNOT10_tGut +TCONS_00018924 gene-CNOT10_tGut +TCONS_00018925 gene-CMTM7_tGut +TCONS_00018926 gene-CMTM8_tGut +TCONS_00018927 gene-GPD1L_tGut +TCONS_00018928 gene-GPD1L_tGut +TCONS_00018929 gene-GPD1L_tGut +TCONS_00018930 gene-STT3B_tGut +TCONS_00018931 gene-STT3B_tGut +TCONS_00018932 gene-STT3B_tGut +TCONS_00018933 gene-TGFBR2_tGut +TCONS_00018935 gene-RBMS3_tGut +TCONS_00018934 gene-RBMS3_tGut +TCONS_00018936 gene-RBMS3_tGut +TCONS_00018937 gene-CMC1_tGut +TCONS_00018939 gene-EOMES_gGal +TCONS_00018938 gene-EOMES_gGal +TCONS_00018940 gene-LRRC3B_tGut +TCONS_00018941 gene-OXSM_tGut +TCONS_00018942 gene-RARB_tGut +TCONS_00018943 gene-RARB_tGut +TCONS_00018944 gene-RARB_tGut +TCONS_00018945 gene-NR1D2_tGut +TCONS_00018946 gene-NR1D2_tGut +TCONS_00018947 gene-NR1D2_tGut +TCONS_00018948 gene-RPL15_tGut +TCONS_00018949 gene-UBE2E1_tGut +TCONS_00018950 gene-UBE2E1_tGut +TCONS_00018952 gene-UBE2E2_gGal +TCONS_00018951 gene-UBE2E2_gGal +TCONS_00018953 gene-KAT2B_tGut +TCONS_00018954 gene-KAT2B_tGut +TCONS_00018955 gene-KAT2B_tGut +TCONS_00018956 gene-RAB5A_tGut +TCONS_00018957 gene-RAB5A_tGut +TCONS_00018958 gene-KCNH8_tGut +TCONS_00018959 gene-KCNH8_tGut +TCONS_00018960 gene-PLCL2_tGut +TCONS_00018961 gene-PLCL2_tGut +TCONS_00018962 gene-PLCL2_tGut +TCONS_00018963 gene-GALNT15_tGut +TCONS_00018964 gene-GALNT15_tGut +TCONS_00018965 gene-BTD_tGut +TCONS_00018966 gene-PLEKHA8_tGut +TCONS_00018967 gene-PLEKHA8_tGut +TCONS_00018968 gene-PLEKHA8_tGut +TCONS_00018969 gene-WIPF3_tGut +TCONS_00018970 gene-WIPF3_tGut +TCONS_00018971 gene-PRR15_tGut +TCONS_00018972 gene-CHN2_tGut +TCONS_00018973 gene-CHN2_tGut +TCONS_00018974 gene-CREB5_tGut +TCONS_00018975 gene-CREB5_tGut +TCONS_00018978 gene-TAX1BP1_tGut 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gene-PHF14_tGut +TCONS_00019038 gene-PHF14_tGut +TCONS_00019039 gene-PHF14_tGut +TCONS_00019040 gene-PHF14_tGut +TCONS_00019041 gene-NXPH1_tGut +TCONS_00019042 gene-NXPH1_tGut +TCONS_00019043 gene-GLCCI1_tGut +TCONS_00019044 gene-GLCCI1_tGut +TCONS_00019045 gene-UMAD1_tGut +TCONS_00019046 gene-MIOS_tGut +TCONS_00019047 gene-C1GALT1_gGal +TCONS_00019048 gene-C1GALT1_gGal +TCONS_00019049 gene-TAC1_tGut +TCONS_00019050 gene-SDHAF3_tGut +TCONS_00019051 gene-DLX6_tGut +TCONS_00019052 gene-DYNC1I1_tGut +TCONS_00019056 gene-DYNC1I1_tGut +TCONS_00019058 gene-DYNC1I1_tGut +TCONS_00019057 gene-DYNC1I1_tGut +TCONS_00019055 gene-DYNC1I1_tGut +TCONS_00019054 gene-DYNC1I1_tGut +TCONS_00019053 gene-DYNC1I1_tGut +TCONS_00019059 gene-DYNC1I1_tGut +TCONS_00019060 gene-ASB4_tGut +TCONS_00019063 gene-PPP1R9A_tGut +TCONS_00019064 gene-PPP1R9A_tGut +TCONS_00019062 gene-PPP1R9A_tGut +TCONS_00019061 gene-PPP1R9A_tGut +TCONS_00019065 gene-CASD1_tGut +TCONS_00019066 gene-CASD1_tGut +TCONS_00019067 gene-COL1A2_tGut-like-1 +TCONS_00019068 gene-LOC100221885_tGut +TCONS_00019069 gene-LOC100221885_tGut +TCONS_00019070 gene-GNG11_gGal +TCONS_00019072 gene-VPS50_tGut +TCONS_00019071 gene-VPS50_tGut +TCONS_00019073 gene-RBM48_tGut +TCONS_00019074 gene-RBM48_tGut +TCONS_00019075 gene-GATAD1_tGut +TCONS_00019077 gene-ANKIB1_tGut +TCONS_00019076 gene-ANKIB1_tGut +TCONS_00019080 gene-AKAP9_tGut +TCONS_00019081 gene-AKAP9_tGut +TCONS_00019079 gene-AKAP9_tGut +TCONS_00019078 gene-AKAP9_tGut +TCONS_00019082 gene-FZD1_tGut +TCONS_00019083 gene-CDK14_tGut +TCONS_00019085 gene-CDK14_tGut +TCONS_00019084 gene-CDK14_tGut +TCONS_00019087 gene-CDK14_tGut +TCONS_00019086 gene-CDK14_tGut +TCONS_00019088 gene-PTTG1IP2_gGal +TCONS_00019089 gene-CLDN12_tGut +TCONS_00019091 gene-GTPBP10_gGal +TCONS_00019090 gene-GTPBP10_gGal +TCONS_00019092 gene-CFAP69_gGal +TCONS_00019093 gene-CFAP69_gGal +TCONS_00019094 gene-CFAP69_gGal +TCONS_00019096 gene-CFAP69_gGal +TCONS_00019095 gene-CFAP69_gGal +TCONS_00019097 gene-STEAP2_tGut +TCONS_00019098 gene-STEAP1_tGut +TCONS_00019099 gene-ZNF804B_tGut +TCONS_00019100 gene-ZNF804B_tGut +TCONS_00019101 gene-ADAM22_tGut +TCONS_00019105 gene-ADAM22_tGut +TCONS_00019107 gene-ADAM22_tGut +TCONS_00019109 gene-ADAM22_tGut +TCONS_00019111 gene-ADAM22_tGut +TCONS_00019112 gene-ADAM22_tGut +TCONS_00019110 gene-ADAM22_tGut +TCONS_00019108 gene-ADAM22_tGut +TCONS_00019106 gene-ADAM22_tGut +TCONS_00019104 gene-ADAM22_tGut +TCONS_00019103 gene-ADAM22_tGut +TCONS_00019102 gene-ADAM22_tGut +TCONS_00019113 gene-DBF4_tGut +TCONS_00019117 gene-DBF4_tGut +TCONS_00019116 gene-DBF4_tGut +TCONS_00019115 gene-DBF4_tGut +TCONS_00019114 gene-DBF4_tGut +TCONS_00019118 gene-RUNDC3B_tGut +TCONS_00019119 gene-CROT_tGut +TCONS_00019120 gene-ACBD7_tGut +TCONS_00019121 gene-ACBD7_tGut +TCONS_00019122 gene-NMT2_tGut +TCONS_00019123 gene-FAM171A1_tGut +TCONS_00019124 gene-FAM171A1_tGut +TCONS_00019125 gene-FAM171A1_tGut +TCONS_00019127 gene-ITGA8_tGut +TCONS_00019126 gene-ITGA8_tGut 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gene-PIP4K2A_tGut +TCONS_00019161 gene-ARHGAP21_tGut +TCONS_00019160 gene-ARHGAP21_tGut +TCONS_00019159 gene-ARHGAP21_tGut +TCONS_00019163 gene-ARHGAP21_tGut +TCONS_00019162 gene-ARHGAP21_tGut +TCONS_00019164 gene-PRTFDC1_tGut +TCONS_00019166 gene-PRTFDC1_tGut +TCONS_00019165 gene-PRTFDC1_tGut +TCONS_00019167 gene-ENKUR_tGut +TCONS_00019168 gene-NELL3_gGal +TCONS_00019170 gene-SELENOOL_gGal +TCONS_00019169 gene-SELENOOL_gGal +TCONS_00019171 gene-ABI1_tGut +TCONS_00019175 gene-ABI1_tGut +TCONS_00019177 gene-ABI1_tGut +TCONS_00019179 gene-ABI1_tGut +TCONS_00019181 gene-ABI1_tGut +TCONS_00019183 gene-ABI1_tGut +TCONS_00019185 gene-ABI1_tGut +TCONS_00019184 gene-ABI1_tGut +TCONS_00019182 gene-ABI1_tGut +TCONS_00019180 gene-ABI1_tGut +TCONS_00019178 gene-ABI1_tGut +TCONS_00019176 gene-ABI1_tGut +TCONS_00019174 gene-ABI1_tGut +TCONS_00019173 gene-ABI1_tGut +TCONS_00019172 gene-ABI1_tGut +TCONS_00019187 gene-MASTL_tGut +TCONS_00019186 gene-MASTL_tGut +TCONS_00019188 reg_11104_tGut +TCONS_00019189 gene-MKX_tGut +TCONS_00019190 gene-MKX_tGut +TCONS_00019191 gene-ODAD2_tGut +TCONS_00019193 gene-ODAD2_tGut +TCONS_00019192 gene-ODAD2_tGut +TCONS_00019194 gene-ODAD2_tGut +TCONS_00019195 gene-ODAD2_tGut +TCONS_00019198 gene-MPP7_tGut +TCONS_00019200 gene-MPP7_tGut +TCONS_00019202 gene-MPP7_tGut +TCONS_00019201 gene-MPP7_tGut +TCONS_00019199 gene-MPP7_tGut +TCONS_00019197 gene-MPP7_tGut +TCONS_00019196 gene-MPP7_tGut +TCONS_00019203 gene-SSNA1_tGut +TCONS_00019204 gene-MAP3K8_tGut +TCONS_00019205 gene-MAP3K8_tGut +TCONS_00019206 gene-ZNF438_tGut +TCONS_00019207 gene-ZNF438_tGut +TCONS_00019209 gene-ZNF438_tGut +TCONS_00019208 gene-ZNF438_tGut +TCONS_00019210 gene-ARHGAP12_tGut +TCONS_00019214 gene-ARHGAP12_tGut +TCONS_00019216 gene-ARHGAP12_tGut +TCONS_00019218 gene-ARHGAP12_tGut +TCONS_00019219 gene-ARHGAP12_tGut +TCONS_00019217 gene-ARHGAP12_tGut +TCONS_00019215 gene-ARHGAP12_tGut +TCONS_00019213 gene-ARHGAP12_tGut +TCONS_00019212 gene-ARHGAP12_tGut +TCONS_00019211 gene-ARHGAP12_tGut +TCONS_00019221 gene-KIF5B_tGut +TCONS_00019220 gene-KIF5B_tGut +TCONS_00019223 gene-EPC1_tGut +TCONS_00019222 gene-EPC1_tGut +TCONS_00019225 gene-EPC1_tGut +TCONS_00019224 gene-EPC1_tGut +TCONS_00019226 gene-ITGB1_tGut +TCONS_00019227 gene-ITGB1_tGut +TCONS_00019229 gene-NRP1_tGut +TCONS_00019228 gene-NRP1_tGut +TCONS_00019230 gene-PARD3_tGut +TCONS_00019231 gene-PARD3_tGut +TCONS_00019233 gene-CUL2_tGut +TCONS_00019232 gene-CUL2_tGut +TCONS_00019234 gene-LOC121113070_gGal +TCONS_00019235 gene-FZD8_tGut +TCONS_00019238 gene-PFKP_gGal +TCONS_00019237 gene-PFKP_gGal +TCONS_00019236 gene-PFKP_gGal +TCONS_00019239 gene-WDR37_tGut +TCONS_00019240 gene-GTPBP4_tGut +TCONS_00019241 gene-ZMYND11_tGut +TCONS_00019245 gene-ZMYND11_tGut +TCONS_00019244 gene-ZMYND11_tGut +TCONS_00019243 gene-ZMYND11_tGut +TCONS_00019242 gene-ZMYND11_tGut +TCONS_00019246 gene-DYNC2I1_tGut +TCONS_00019248 gene-DYNC2I1_tGut +TCONS_00019247 gene-DYNC2I1_tGut +TCONS_00019249 gene-DNAJB6_tGut +TCONS_00019250 gene-DNAJB6_tGut +TCONS_00019252 gene-UBE3C_tGut +TCONS_00019251 gene-UBE3C_tGut +TCONS_00019253 gene-NOM1_tGut +TCONS_00019256 gene-RBM33_tGut +TCONS_00019255 gene-RBM33_tGut +TCONS_00019254 gene-RBM33_tGut +TCONS_00019259 gene-RBM33_tGut +TCONS_00019258 gene-RBM33_tGut +TCONS_00019257 gene-RBM33_tGut +TCONS_00019260 gene-RBM33_tGut +TCONS_00019261 gene-EN2_tGut +TCONS_00019262 gene-HTR5A_tGut +TCONS_00019263 gene-DPP6_tGut +TCONS_00019264 gene-DPP6_tGut +TCONS_00019265 gene-DPP6_tGut +TCONS_00019266 gene-DPP6_tGut +TCONS_00019267 gene-ACTR3B_tGut +TCONS_00019268 gene-ACTR3B_tGut +TCONS_00019270 gene-GALNT11_tGut +TCONS_00019269 gene-GALNT11_tGut +TCONS_00019271 gene-GALNT11_tGut +TCONS_00019272 gene-NUB1_tGut +TCONS_00019273 gene-C2H9orf152_tGut +TCONS_00019276 gene-SCN5A_gGal +TCONS_00019278 gene-SCN5A_gGal +TCONS_00019277 gene-SCN5A_gGal +TCONS_00019275 gene-SCN5A_gGal +TCONS_00019274 gene-SCN5A_gGal +TCONS_00019279 gene-LOC100220381_tGut +TCONS_00019280 gene-SCN11A_gGal +TCONS_00019282 gene-SCN11A_gGal +TCONS_00019281 gene-SCN11A_gGal +TCONS_00019284 gene-GORASP1_tGut +TCONS_00019283 gene-GORASP1_tGut +TCONS_00019285 gene-CSRNP1_tGut +TCONS_00019286 gene-CSRNP1_tGut +TCONS_00019287 gene-SLC22A13L_gGal-like-1 +TCONS_00019288 gene-SLC22A13_gGal-like-2 +TCONS_00019289 gene-OXSR1_tGut +TCONS_00019290 gene-OXSR1_tGut +TCONS_00019292 gene-MYD88_gGal +TCONS_00019291 gene-MYD88_gGal +TCONS_00019293 gene-DLEC1_tGut +TCONS_00019294 gene-DLEC1_tGut +TCONS_00019295 gene-DLEC1_tGut +TCONS_00019296 gene-VILL_tGut +TCONS_00019298 gene-CTDSPL_tGut +TCONS_00019297 gene-CTDSPL_tGut +TCONS_00019299 gene-CTDSPL_tGut +TCONS_00019301 gene-CTDSPL_tGut +TCONS_00019300 gene-CTDSPL_tGut +TCONS_00019302 gene-CTDSPL_tGut +TCONS_00019303 gene-LOC101748352_gGal +TCONS_00019304 gene-CRHR2_tGut +TCONS_00019306 gene-CRHR2_tGut +TCONS_00019305 gene-CRHR2_tGut +TCONS_00019307 gene-CRHR2_tGut +TCONS_00019308 gene-CRHR2_tGut +TCONS_00019309 gene-CRHR2_tGut +TCONS_00019310 gene-GHRHR-LR_gGal +TCONS_00019311 gene-SEC22C_tGut +TCONS_00019312 gene-LOC107049895_gGal-3 +TCONS_00019313 gene-KLHL40_tGut +TCONS_00019314 gene-HHATL_tGut +TCONS_00019316 gene-CCDC13_tGut +TCONS_00019315 gene-CCDC13_tGut +TCONS_00019317 gene-HIGD1A_tGut +TCONS_00019318 gene-LOC115493600_tGut +TCONS_00019319 gene-LOC115493600_tGut +TCONS_00019320 gene-IBA57_tGut +TCONS_00019321 gene-IBA57_tGut +TCONS_00019322 gene-GJC2_tGut +TCONS_00019323 gene-GUK1_gGal +TCONS_00019324 gene-GUK1_gGal +TCONS_00019325 gene-ARF1_tGut +TCONS_00019326 gene-WNT3A_tGut +TCONS_00019327 gene-WNT3A_tGut +TCONS_00019328 gene-SNAP47_tGut +TCONS_00019329 gene-SNAP47_tGut +TCONS_00019330 gene-SNAP47_tGut +TCONS_00019331 gene-SNAP47_tGut +TCONS_00019332 gene-ALS2CL_tGut +TCONS_00019333 gene-PTH1R_tGut +TCONS_00019334 gene-PTH1R_tGut +TCONS_00019335 gene-PTH1R_tGut +TCONS_00019336 gene-CCDC12_tGut-2 +TCONS_00019337 gene-CCDC12_tGut-2 +TCONS_00019338 gene-CCDC12_tGut-2 +TCONS_00019339 gene-CCDC12_tGut-2 +TCONS_00019340 gene-SETD2_tGut +TCONS_00019341 gene-SETD2_tGut +TCONS_00019342 gene-KIF9_gGal +TCONS_00019344 gene-KIF9_gGal +TCONS_00019343 gene-KIF9_gGal +TCONS_00019345 gene-LOC115494110_tGut-like-2 +TCONS_00019347 gene-ZNF746_gGal +TCONS_00019346 gene-ZNF746_gGal +TCONS_00019348 gene-LOC115494071_tGut +TCONS_00019349 gene-LOC115494068_tGut +TCONS_00019350 gene-DHX30_tGut +TCONS_00019351 gene-DHX30_tGut +TCONS_00019352 gene-DHX30_tGut +TCONS_00019353 gene-DHX30_tGut +TCONS_00019354 gene-DHX30_tGut +TCONS_00019355 gene-PTPN23_gGal +TCONS_00019356 gene-PTPN23_gGal +TCONS_00019357 gene-NACAD_tGut-1 +TCONS_00019360 gene-NACAD_tGut-1 +TCONS_00019359 gene-NACAD_tGut-1 +TCONS_00019358 gene-NACAD_tGut-1 +TCONS_00019361 gene-TBRG4_tGut-3 +TCONS_00019362 gene-RARRES2_tGut-like-3 +TCONS_00019364 gene-KCNH2_tGut-1 +TCONS_00019363 gene-KCNH2_tGut-1 +TCONS_00019365 gene-ATG9B_tGut +TCONS_00019366 gene-CDK5_tGut-like-2 +TCONS_00019367 gene-FASTK_tGut +TCONS_00019368 gene-TMUB1_tGut +TCONS_00019369 gene-GBX1_tGut +TCONS_00019370 gene-ASB10_tGut +TCONS_00019371 gene-ASB10_tGut +TCONS_00019372 gene-ASB10_tGut +TCONS_00019373 gene-ASB10_tGut +TCONS_00019374 gene-ASB10_tGut +TCONS_00019375 gene-LOC100226508_tGut +TCONS_00019376 gene-ABCF2_tGut +TCONS_00019377 gene-LOC124417707_gGal +TCONS_00019378 gene-IPO4_tGut-like-1 +TCONS_00019379 gene-IPO4_tGut-like-1 +TCONS_00019380 gene-GEMIN7_tGut-like-9 +TCONS_00019381 gene-LOC124417583_gGal-like-6 +TCONS_00019382 gene-IPO4_tGut-like-1 +TCONS_00019383 gene-REC8_gGal-2 +TCONS_00019384 gene-REC8_gGal-2 +TCONS_00019385 gene-LOC121108894_gGal-like-9 +TCONS_00019386 gene-LOC107050614_gGal-6 +TCONS_00019387 gene-HNRNPC_tGut-like-3 +TCONS_00019388 gene-LOC121108132_gGal-like-7 +TCONS_00019389 gene-SDHAF1_gGal-like-34 +TCONS_00019390 gene-MRPS34_tGut +TCONS_00019391 gene-IFT140_tGut +TCONS_00019392 gene-IFT140_tGut +TCONS_00019393 gene-LOC770617_gGal +TCONS_00019394 gene-CCNF_tGut +TCONS_00019395 gene-CCNF_tGut +TCONS_00019396 gene-SMARCD2_gGal-3 +TCONS_00019397 gene-ABCA3_tGut +TCONS_00019398 gene-ABCA3_tGut +TCONS_00019399 gene-EEF2KMT_tGut +TCONS_00019400 gene-NAGPA_tGut +TCONS_00019401 gene-PPL_tGut +TCONS_00019402 gene-NUBP2_tGut +TCONS_00019403 gene-CCDC78_tGut +TCONS_00019405 gene-CCDC78_tGut +TCONS_00019404 gene-CCDC78_tGut +TCONS_00019406 gene-FBXL16_tGut +TCONS_00019407 gene-WDR24_tGut +TCONS_00019408 gene-JMJD8_tGut +TCONS_00019409 gene-MSS51_tGut +TCONS_00019410 gene-SBK1_tGut +TCONS_00019411 gene-SBK1_tGut +TCONS_00019412 gene-ANKS3_tGut +TCONS_00019413 gene-ANKS3_tGut +TCONS_00019414 gene-CLUAP1_tGut +TCONS_00019415 gene-CLUAP1_tGut +TCONS_00019416 gene-CLUAP1_tGut +TCONS_00019417 gene-NMRAL1_tGut +TCONS_00019418 gene-CORO7_gGal +TCONS_00019419 gene-PAM16_gGal +TCONS_00019420 gene-TFAP4_tGut +TCONS_00019421 gene-TFAP4_tGut +TCONS_00019423 gene-SRL_tGut +TCONS_00019422 gene-SRL_tGut +TCONS_00019425 gene-ADCY9_tGut +TCONS_00019424 gene-ADCY9_tGut +TCONS_00019428 gene-CREBBP_tGut +TCONS_00019430 gene-CREBBP_tGut +TCONS_00019432 gene-CREBBP_tGut +TCONS_00019434 gene-CREBBP_tGut +TCONS_00019433 gene-CREBBP_tGut +TCONS_00019431 gene-CREBBP_tGut +TCONS_00019429 gene-CREBBP_tGut +TCONS_00019427 gene-CREBBP_tGut +TCONS_00019426 gene-CREBBP_tGut +TCONS_00019435 gene-TRAP1_tGut +TCONS_00019437 gene-SLX4_tGut +TCONS_00019436 gene-SLX4_tGut +TCONS_00019439 gene-ZKSCAN7_gGal +TCONS_00019438 gene-ZKSCAN7_gGal +TCONS_00019440 gene-ZKSCAN7_gGal +TCONS_00019441 gene-HMOX2_tGut +TCONS_00019444 gene-MGRN1_tGut +TCONS_00019443 gene-MGRN1_tGut +TCONS_00019442 gene-MGRN1_tGut +TCONS_00019446 gene-MGRN1_tGut +TCONS_00019445 gene-MGRN1_tGut +TCONS_00019447 gene-MGRN1_tGut +TCONS_00019448 gene-NUDT16L1_tGut +TCONS_00019449 gene-DNASE1_gGal +TCONS_00019450 gene-DNASE1L2_gGal +TCONS_00019451 gene-CLCN7_tGut +TCONS_00019452 gene-LUC7L_tGut +TCONS_00019453 gene-LUC7L_tGut +TCONS_00019454 gene-LUC7L_tGut +TCONS_00019455 gene-FAM234A_tGut +TCONS_00019456 gene-ARHGDIG_tGut +TCONS_00019457 gene-PDIA2_tGut +TCONS_00019459 gene-NPRL3_tGut +TCONS_00019458 gene-NPRL3_tGut +TCONS_00019460 gene-NPRL3_tGut +TCONS_00019461 gene-NPRL3_tGut +TCONS_00019462 gene-NPRL3_tGut +TCONS_00019464 gene-RHBDF1_tGut +TCONS_00019463 gene-RHBDF1_tGut +TCONS_00019465 gene-POLR3K_gGal +TCONS_00019466 gene-KATNIP_tGut +TCONS_00019470 gene-KATNIP_tGut +TCONS_00019469 gene-KATNIP_tGut +TCONS_00019468 gene-KATNIP_tGut +TCONS_00019467 gene-KATNIP_tGut +TCONS_00019471 gene-KATNIP_tGut +TCONS_00019472 gene-RBFOX1_tGut +TCONS_00019474 gene-RBFOX1_tGut +TCONS_00019473 gene-RBFOX1_tGut +TCONS_00019475 gene-RBFOX1_tGut +TCONS_00019478 gene-RBFOX1_tGut +TCONS_00019479 gene-RBFOX1_tGut +TCONS_00019477 gene-RBFOX1_tGut +TCONS_00019476 gene-RBFOX1_tGut +TCONS_00019480 gene-RBFOX1_tGut +TCONS_00019485 gene-RBFOX1_tGut +TCONS_00019486 gene-RBFOX1_tGut +TCONS_00019487 gene-RBFOX1_tGut +TCONS_00019483 gene-RBFOX1_tGut +TCONS_00019484 gene-RBFOX1_tGut +TCONS_00019482 gene-RBFOX1_tGut +TCONS_00019481 gene-RBFOX1_tGut +TCONS_00019489 gene-RBFOX1_tGut +TCONS_00019488 gene-RBFOX1_tGut +TCONS_00019490 gene-RBFOX1_tGut +TCONS_00019492 gene-RBFOX1_tGut +TCONS_00019491 gene-RBFOX1_tGut +TCONS_00019493 gene-RBFOX1_tGut +TCONS_00019494 gene-RBFOX1_tGut +TCONS_00019495 gene-RBFOX1_tGut +TCONS_00019496 gene-METTL22_tGut +TCONS_00019497 gene-ABAT_tGut +TCONS_00019498 gene-ABAT_tGut +TCONS_00019499 gene-PMM2_tGut +TCONS_00019500 gene-LITAFD_tGut +TCONS_00019502 gene-C14H16orf72_tGut +TCONS_00019501 gene-C14H16orf72_tGut +TCONS_00019503 gene-NUBP1_tGut-1 +TCONS_00019504 gene-NUBP1_tGut-1 +TCONS_00019505 gene-NUBP1_tGut-1 +TCONS_00019507 gene-CIITA_tGut +TCONS_00019506 gene-CIITA_tGut +TCONS_00019509 gene-CIITA_tGut +TCONS_00019508 gene-CIITA_tGut +TCONS_00019510 gene-CLEC16A_tGut +TCONS_00019512 gene-CLEC16A_tGut +TCONS_00019511 gene-CLEC16A_tGut +TCONS_00019515 gene-CLEC16A_tGut +TCONS_00019516 gene-CLEC16A_tGut +TCONS_00019514 gene-CLEC16A_tGut +TCONS_00019513 gene-CLEC16A_tGut +TCONS_00019517 gene-CLEC16A_tGut +TCONS_00019518 gene-RMI2_tGut +TCONS_00019519 gene-SNN_tGut +TCONS_00019520 gene-PLA2G10_tGut +TCONS_00019523 gene-PARN_tGut +TCONS_00019524 gene-PARN_tGut +TCONS_00019522 gene-PARN_tGut +TCONS_00019521 gene-PARN_tGut +TCONS_00019525 gene-PARN_tGut +TCONS_00019526 gene-CPPED1_tGut +TCONS_00019528 gene-CPPED1_tGut +TCONS_00019527 gene-CPPED1_tGut +TCONS_00019529 gene-GSPT1_tGut +TCONS_00019530 gene-GSPT1_tGut +TCONS_00019531 gene-RSL1D1_tGut +TCONS_00019532 gene-LOC105760548_tGut +TCONS_00019534 gene-RRN3_tGut +TCONS_00019533 gene-RRN3_tGut +TCONS_00019535 gene-HS3ST2_tGut +TCONS_00019536 gene-SCNN1G_tGut +TCONS_00019537 gene-SCNN1B_tGut +TCONS_00019538 gene-SCNN1B_tGut +TCONS_00019539 gene-SCNN1B_tGut +TCONS_00019540 gene-SCNN1B_tGut +TCONS_00019541 gene-SCNN1B_tGut +TCONS_00019542 gene-UBFD1_tGut +TCONS_00019544 gene-ERN2_tGut +TCONS_00019543 gene-ERN2_tGut +TCONS_00019546 gene-PALB2_tGut +TCONS_00019545 gene-PALB2_tGut +TCONS_00019547 gene-NDUFAB1_tGut +TCONS_00019548 gene-LOC115497297_tGut +TCONS_00019549 gene-ARHGAP17_tGut +TCONS_00019550 gene-ARHGAP17_tGut +TCONS_00019552 gene-ARHGAP17_tGut +TCONS_00019551 gene-ARHGAP17_tGut +TCONS_00019553 gene-ARHGAP17_tGut +TCONS_00019555 gene-BRICD5_gGal +TCONS_00019554 gene-BRICD5_gGal +TCONS_00019556 gene-HEXDCL_gGal +TCONS_00019557 gene-HEXDCL_gGal +TCONS_00019559 gene-CASKIN1_tGut +TCONS_00019558 gene-CASKIN1_tGut +TCONS_00019561 gene-PKD1_tGut +TCONS_00019560 gene-PKD1_tGut +TCONS_00019562 gene-NTHL1_tGut +TCONS_00019563 gene-ZNF598_tGut +TCONS_00019564 gene-ZNF598_tGut +TCONS_00019565 gene-NOXO1_tGut +TCONS_00019566 gene-RPS2_tGut +TCONS_00019568 gene-RPL3L_tGut +TCONS_00019567 gene-RPL3L_tGut +TCONS_00019569 gene-MSRB1_gGal +TCONS_00019571 gene-MEIOB_tGut +TCONS_00019570 gene-MEIOB_tGut +TCONS_00019573 gene-MEIOB_tGut +TCONS_00019572 gene-MEIOB_tGut +TCONS_00019574 gene-HAGH_tGut +TCONS_00019575 gene-HAGH_tGut +TCONS_00019576 gene-HAGHL_gGal +TCONS_00019577 gene-HAGHL_gGal +TCONS_00019578 gene-MSLN_gGal +TCONS_00019579 gene-CHTF18_tGut +TCONS_00019580 gene-SOX8_tGut-2 +TCONS_00019581 gene-C1QTNF8_gGal +TCONS_00019583 gene-CACNA1H_tGut +TCONS_00019582 gene-CACNA1H_tGut +TCONS_00019584 gene-B9D1_tGut +TCONS_00019585 gene-GRAPL_gGal +TCONS_00019586 gene-FAM83G_tGut +TCONS_00019587 gene-FAM83G_tGut +TCONS_00019588 gene-SHMT1_tGut +TCONS_00019589 gene-TOP3A_tGut +TCONS_00019590 gene-FLII_tGut +TCONS_00019591 gene-ATPAF2_tGut +TCONS_00019592 gene-ATPAF2_tGut +TCONS_00019595 gene-TOM1L2_tGut +TCONS_00019596 gene-TOM1L2_tGut +TCONS_00019594 gene-TOM1L2_tGut +TCONS_00019593 gene-TOM1L2_tGut +TCONS_00019598 gene-SREBF1_tGut +TCONS_00019597 gene-SREBF1_tGut +TCONS_00019599 gene-SREBF1_tGut +TCONS_00019600 gene-PEMT_tGut +TCONS_00019601 gene-PEMT_tGut +TCONS_00019602 gene-PEMT_tGut +TCONS_00019603 gene-RASD1_tGut +TCONS_00019604 gene-COPS3_tGut +TCONS_00019605 gene-COPS3_tGut +TCONS_00019606 gene-FLCN_tGut +TCONS_00019607 gene-PLD6_tGut-like-1 +TCONS_00019608 gene-TNFRSF13B_tGut +TCONS_00019609 gene-DHRS7B_tGut +TCONS_00019610 gene-DHRS7B_tGut +TCONS_00019611 gene-MAP2K3_tGut +TCONS_00019612 gene-MAP2K3_tGut +TCONS_00019613 gene-MAP2K3_tGut +TCONS_00019614 gene-KCNJ12_gGal +TCONS_00019615 gene-ATP5MF_tGut +TCONS_00019616 gene-PTCD1_tGut +TCONS_00019617 gene-PDAP1_tGut +TCONS_00019618 gene-KPNA7_tGut +TCONS_00019620 gene-SMURF1_tGut +TCONS_00019619 gene-SMURF1_tGut +TCONS_00019621 gene-SMURF1_tGut +TCONS_00019624 gene-SMURF1_tGut +TCONS_00019625 gene-SMURF1_tGut +TCONS_00019623 gene-SMURF1_tGut +TCONS_00019622 gene-SMURF1_tGut +TCONS_00019626 gene-RNF216_tGut +TCONS_00019627 gene-ACTB_tGut +TCONS_00019628 gene-FBXL18_tGut +TCONS_00019629 gene-FBXL18_tGut +TCONS_00019630 gene-FBXL18_tGut +TCONS_00019631 gene-FBXL18_tGut +TCONS_00019632 gene-FBXL18_tGut +TCONS_00019635 gene-TNRC18_tGut +TCONS_00019636 gene-TNRC18_tGut +TCONS_00019634 gene-TNRC18_tGut +TCONS_00019633 gene-TNRC18_tGut +TCONS_00019637 gene-MMD2_tGut +TCONS_00019638 gene-RADIL_tGut +TCONS_00019639 gene-CYP3A5_gGal +TCONS_00019640 gene-CARD11_tGut +TCONS_00019642 gene-CARD11_tGut +TCONS_00019641 gene-CARD11_tGut +TCONS_00019643 gene-CARD11_tGut +TCONS_00019644 gene-GNA12_tGut +TCONS_00019646 gene-IQCE_tGut +TCONS_00019645 gene-IQCE_tGut +TCONS_00019647 gene-TTYH3_tGut +TCONS_00019648 gene-TTYH3_tGut +TCONS_00019649 gene-GRIFIN_tGut +TCONS_00019650 gene-GRIFIN_tGut +TCONS_00019651 gene-LOC100228012_tGut +TCONS_00019652 gene-SNX8_tGut +TCONS_00019654 gene-SNX8_tGut +TCONS_00019653 gene-SNX8_tGut +TCONS_00019655 gene-SNX8_tGut +TCONS_00019656 gene-MRM2_tGut +TCONS_00019657 gene-MAD1L1_tGut +TCONS_00019658 gene-MAD1L1_tGut +TCONS_00019659 gene-PSMG3_tGut +TCONS_00019660 gene-TMEM184A_gGal +TCONS_00019661 gene-GAA2_gGal +TCONS_00019662 gene-GAA2_gGal +TCONS_00019664 gene-INTS1_tGut +TCONS_00019663 gene-INTS1_tGut +TCONS_00019666 gene-MICALL2_tGut +TCONS_00019665 gene-MICALL2_tGut +TCONS_00019667 gene-MICALL2_tGut +TCONS_00019668 gene-MICALL2_tGut +TCONS_00019669 gene-MICALL2_tGut +TCONS_00019670 gene-ZFAND2A_tGut +TCONS_00019671 gene-ZFAND2A_tGut +TCONS_00019672 gene-C14H7orf50_tGut +TCONS_00019673 gene-ADAP1_tGut +TCONS_00019674 gene-ADAP1_tGut +TCONS_00019675 gene-PRKAR1B_tGut +TCONS_00019676 gene-PDGFA_tGut +TCONS_00019677 gene-LOC121106760_gGal +TCONS_00019678 gene-TMEM130_tGut +TCONS_00019679 gene-TMEM130_tGut +TCONS_00019680 gene-TMEM130_tGut +TCONS_00019681 gene-TMEM130_tGut +TCONS_00019682 gene-BAIAP2L1_tGut +TCONS_00019683 gene-BAIAP2L1_tGut +TCONS_00019684 gene-TECPR1_tGut +TCONS_00019687 gene-TECPR1_tGut +TCONS_00019686 gene-TECPR1_tGut +TCONS_00019685 gene-TECPR1_tGut +TCONS_00019688 gene-OCM3_gGal +TCONS_00019689 gene-OCM4_gGal +TCONS_00019690 gene-OCM4_gGal +TCONS_00019691 gene-OCM1_gGal +TCONS_00019693 gene-CCZ1_tGut +TCONS_00019692 gene-CCZ1_tGut +TCONS_00019694 gene-CCZ1_tGut +TCONS_00019696 gene-AIMP2_tGut +TCONS_00019695 gene-AIMP2_tGut +TCONS_00019697 gene-USP42_tGut-like-1 +TCONS_00019698 gene-RAC1_tGut +TCONS_00019700 gene-RAC1_tGut +TCONS_00019699 gene-RAC1_tGut +TCONS_00019701 gene-IGSF6_tGut +TCONS_00019702 gene-IGSF6_tGut +TCONS_00019703 gene-CDR2_tGut +TCONS_00019704 gene-CDR2_tGut +TCONS_00019705 gene-CRYM_tGut +TCONS_00019706 gene-ZP2_tGut +TCONS_00019707 gene-ZP2_tGut +TCONS_00019708 gene-ZP2_tGut +TCONS_00019709 gene-ZP2_tGut +TCONS_00019710 gene-DNAH3_tGut +TCONS_00019713 gene-DNAH3_tGut +TCONS_00019712 gene-DNAH3_tGut +TCONS_00019711 gene-DNAH3_tGut +TCONS_00019714 gene-DNAH3_tGut +TCONS_00019715 gene-DNAH3_tGut +TCONS_00019716 gene-DCUN1D3_tGut +TCONS_00019718 gene-ERI2_tGut +TCONS_00019717 gene-ERI2_tGut +TCONS_00019719 gene-THUMPD1_tGut +TCONS_00019720 gene-PDILT_tGut +TCONS_00019721 gene-GPR139_tGut +TCONS_00019722 gene-GPRC5B_tGut +TCONS_00019723 gene-KNOP1_tGut +TCONS_00019725 gene-GDE1_tGut +TCONS_00019724 gene-GDE1_tGut +TCONS_00019726 gene-GDE1_tGut +TCONS_00019727 gene-TMC7_tGut +TCONS_00019728 gene-TMC7_tGut +TCONS_00019729 gene-TMC7_tGut +TCONS_00019730 gene-COQ7_tGut +TCONS_00019731 gene-COQ7_tGut +TCONS_00019732 gene-COQ7_tGut +TCONS_00019733 gene-ITPRIPL2_gGal +TCONS_00019734 gene-SYT17_tGut +TCONS_00019735 gene-SYT17_tGut +TCONS_00019736 gene-CLEC19A_tGut +TCONS_00019737 gene-SMG1_tGut +TCONS_00019738 gene-SMG1_tGut +TCONS_00019739 gene-ARL6IP1_tGut +TCONS_00019740 gene-RPS15A_tGut +TCONS_00019741 gene-ABCC6_gGal +TCONS_00019745 gene-ABCC6_gGal +TCONS_00019744 gene-ABCC6_gGal +TCONS_00019743 gene-ABCC6_gGal +TCONS_00019742 gene-ABCC6_gGal +TCONS_00019746 gene-CEP20_tGut +TCONS_00019747 gene-MYH11_tGut +TCONS_00019748 gene-MYH11_tGut +TCONS_00019750 gene-MARF1_tGut +TCONS_00019749 gene-MARF1_tGut +TCONS_00019751 gene-MARF1_tGut +TCONS_00019752 gene-PDXDC1_tGut +TCONS_00019753 gene-PDXDC1_tGut +TCONS_00019754 gene-PDXDC1_tGut +TCONS_00019755 gene-KDM8_tGut +TCONS_00019756 gene-KDM8_tGut +TCONS_00019757 gene-KDM8_tGut +TCONS_00019758 gene-IL4R_tGut +TCONS_00019759 gene-IL21R_tGut +TCONS_00019760 gene-IL21R_tGut +TCONS_00019761 gene-IL9R_gGal +TCONS_00019762 gene-PDPK1_tGut +TCONS_00019763 gene-PDPK1_tGut +TCONS_00019764 gene-PDPK1_tGut +TCONS_00019765 gene-PDPK1_tGut +TCONS_00019766 gene-PDPK1_tGut +TCONS_00019767 gene-KCTD5_tGut +TCONS_00019768 gene-KCTD5_tGut +TCONS_00019769 gene-UBE2I_tGut +TCONS_00019770 gene-GNPTG_tGut +TCONS_00019771 gene-C14H16orf91_gGal +TCONS_00019773 gene-ROGDI_tGut +TCONS_00019772 gene-ROGDI_tGut +TCONS_00019774 gene-GLYR1_tGut +TCONS_00019777 gene-GLYR1_tGut +TCONS_00019776 gene-GLYR1_tGut +TCONS_00019775 gene-GLYR1_tGut +TCONS_00019778 gene-MAPK8IP3_tGut +TCONS_00019779 gene-MAPK8IP3_tGut +TCONS_00019780 gene-MAPK8IP3_tGut +TCONS_00019786 gene-MAPK8IP3_tGut +TCONS_00019788 gene-MAPK8IP3_tGut +TCONS_00019790 gene-MAPK8IP3_tGut +TCONS_00019792 gene-MAPK8IP3_tGut +TCONS_00019794 gene-MAPK8IP3_tGut +TCONS_00019796 gene-MAPK8IP3_tGut +TCONS_00019798 gene-MAPK8IP3_tGut +TCONS_00019800 gene-MAPK8IP3_tGut +TCONS_00019802 gene-MAPK8IP3_tGut +TCONS_00019801 gene-MAPK8IP3_tGut +TCONS_00019799 gene-MAPK8IP3_tGut +TCONS_00019797 gene-MAPK8IP3_tGut +TCONS_00019795 gene-MAPK8IP3_tGut +TCONS_00019793 gene-MAPK8IP3_tGut +TCONS_00019791 gene-MAPK8IP3_tGut +TCONS_00019789 gene-MAPK8IP3_tGut +TCONS_00019787 gene-MAPK8IP3_tGut +TCONS_00019785 gene-MAPK8IP3_tGut +TCONS_00019783 gene-MAPK8IP3_tGut +TCONS_00019784 gene-MAPK8IP3_tGut +TCONS_00019782 gene-MAPK8IP3_tGut +TCONS_00019781 gene-MAPK8IP3_tGut +TCONS_00019803 gene-JPT2_tGut +TCONS_00019804 gene-CRAMP1_tGut +TCONS_00019805 gene-CRAMP1_tGut +TCONS_00019806 gene-TMEM204_tGut +TCONS_00019807 gene-TELO2_tGut +TCONS_00019808 gene-RNPS1_tGut +TCONS_00019809 gene-RNPS1_tGut +TCONS_00019810 gene-LOC416755_gGal +TCONS_00019811 gene-AMDHD2_tGut +TCONS_00019812 gene-ATP6V0C_tGut +TCONS_00019813 gene-ATP6V0C_tGut +TCONS_00019815 gene-TBC1D24_tGut +TCONS_00019814 gene-TBC1D24_tGut +TCONS_00019816 gene-NTN3_tGut +TCONS_00019817 gene-NOG2_gGal +TCONS_00019818 gene-ANKFN1L_gGal +TCONS_00019820 gene-ANKFN1L_gGal +TCONS_00019819 gene-ANKFN1L_gGal +TCONS_00019821 gene-ANKFN1L_gGal +TCONS_00019822 gene-ANKFN1L_gGal +TCONS_00019823 gene-ANKFN1L_gGal +TCONS_00019825 gene-VRK3_tGut +TCONS_00019824 gene-VRK3_tGut +TCONS_00019826 gene-MCRIP2_tGut-like-1 +TCONS_00019827 gene-MCRIP2_tGut-like-1 +TCONS_00019828 gene-WFIKKN1_tGut +TCONS_00019829 gene-RAB40C_tGut +TCONS_00019830 gene-RAB40C_tGut +TCONS_00019831 gene-PIGQ_tGut +TCONS_00019832 gene-PIGQ_tGut +TCONS_00019833 gene-PIGQ_tGut +TCONS_00019834 gene-NHLRC4_tGut +TCONS_00019835 gene-PRR35_gGal +TCONS_00019836 gene-CAPN15_tGut +TCONS_00019837 gene-CAPN15_tGut +TCONS_00019838 gene-CAPN15_tGut +TCONS_00019839 gene-NDUFB6_tGut +TCONS_00019841 gene-ALG1_tGut +TCONS_00019840 gene-ALG1_tGut +TCONS_00019842 gene-SEC14L5_tGut +TCONS_00019843 gene-LOC101233507_tGut +TCONS_00019844 gene-LOC101233507_tGut +TCONS_00019845 gene-UBN1_tGut +TCONS_00019849 gene-UBN1_tGut +TCONS_00019851 gene-UBN1_tGut +TCONS_00019853 gene-UBN1_tGut +TCONS_00019855 gene-UBN1_tGut +TCONS_00019857 gene-UBN1_tGut +TCONS_00019859 gene-UBN1_tGut +TCONS_00019860 gene-UBN1_tGut +TCONS_00019858 gene-UBN1_tGut +TCONS_00019856 gene-UBN1_tGut +TCONS_00019854 gene-UBN1_tGut +TCONS_00019852 gene-UBN1_tGut +TCONS_00019850 gene-UBN1_tGut +TCONS_00019848 gene-UBN1_tGut +TCONS_00019847 gene-UBN1_tGut +TCONS_00019846 gene-UBN1_tGut +TCONS_00019861 gene-UBN1_tGut +TCONS_00019862 gene-NME3_gGal +TCONS_00019863 gene-SPSB3_tGut +TCONS_00019864 gene-SPSB3_tGut +TCONS_00019865 gene-IGFALS_tGut +TCONS_00019866 gene-ANTKMT_tGut-like-2 +TCONS_00019867 gene-ANTKMT_tGut-like-2 +TCONS_00019868 gene-METRN_tGut-like-1 +TCONS_00019870 gene-STUB1_tGut +TCONS_00019869 gene-STUB1_tGut +TCONS_00019871 gene-RHBDL1_tGut +TCONS_00019873 gene-RHOT2_gGal +TCONS_00019872 gene-RHOT2_gGal +TCONS_00019876 gene-RHOT2_gGal +TCONS_00019875 gene-RHOT2_gGal +TCONS_00019874 gene-RHOT2_gGal +TCONS_00019877 gene-WDR90_gGal +TCONS_00019879 gene-WDR90_gGal +TCONS_00019878 gene-WDR90_gGal +TCONS_00019881 gene-CFAP70_tGut +TCONS_00019880 gene-CFAP70_tGut +TCONS_00019882 gene-CFAP70_tGut +TCONS_00019883 gene-CFAP70_tGut +TCONS_00019884 gene-LOC100232233_tGut +TCONS_00019885 gene-SEPTIN12_tGut +TCONS_00019886 gene-RAB11FIP3_tGut +TCONS_00019888 gene-RAB11FIP3_tGut +TCONS_00019887 gene-RAB11FIP3_tGut +TCONS_00019890 gene-RAB11FIP3_tGut +TCONS_00019889 gene-RAB11FIP3_tGut +TCONS_00019891 gene-DECR2_tGut +TCONS_00019892 gene-DECR2_tGut +TCONS_00019893 gene-NME4_gGal +TCONS_00019894 gene-XPO6_tGut +TCONS_00019895 gene-XPO6_tGut +TCONS_00019896 gene-XPO6_tGut +TCONS_00019897 gene-DNAAF8_tGut +TCONS_00019899 gene-DNAAF8_tGut +TCONS_00019898 gene-DNAAF8_tGut +TCONS_00019900 gene-LOC100228308_tGut-like-1 +TCONS_00019902 gene-NLRC3_tGut +TCONS_00019901 gene-NLRC3_tGut +TCONS_00019903 gene-NLRC3_tGut +TCONS_00019904 gene-DNAJA3_tGut +TCONS_00019905 gene-DNAJA3_tGut +TCONS_00019906 gene-VASN_tGut +TCONS_00019907 gene-VASN_tGut +TCONS_00019908 gene-GLIS2_gGal +TCONS_00019909 gene-CDIP1_tGut +TCONS_00019910 gene-UBALD1_tGut +TCONS_00019911 gene-NAA60_tGut +TCONS_00019912 gene-C14H7orf26_tGut +TCONS_00019913 gene-ECI1_tGut +TCONS_00019914 gene-PERCC1_tGut +TCONS_00019915 gene-PERCC1_tGut +TCONS_00019917 gene-RGS11_tGut +TCONS_00019916 gene-RGS11_tGut +TCONS_00019918 gene-AXIN1_tGut +TCONS_00019919 gene-MRPL28_gGal +TCONS_00019920 gene-TMEM8A_gGal +TCONS_00019922 gene-TMEM8A_gGal +TCONS_00019921 gene-TMEM8A_gGal +TCONS_00019923 gene-HBAA_tGut +TCONS_00019924 gene-HBAD_tGut +TCONS_00019925 gene-HBAP_tGut +TCONS_00019926 gene-MPG_tGut +TCONS_00019927 gene-SNRNP25_tGut +TCONS_00019928 gene-GTF3C1_tGut +TCONS_00019930 gene-GTF3C1_tGut +TCONS_00019929 gene-GTF3C1_tGut +TCONS_00019933 gene-GSG1L_tGut +TCONS_00019935 gene-GSG1L_tGut +TCONS_00019936 gene-GSG1L_tGut +TCONS_00019934 gene-GSG1L_tGut +TCONS_00019932 gene-GSG1L_tGut +TCONS_00019931 gene-GSG1L_tGut +TCONS_00019937 gene-IL20RB_tGut +TCONS_00019938 gene-TMEM114_tGut +TCONS_00019939 gene-LOC107054581_gGal +TCONS_00019940 gene-TMEM186_tGut +TCONS_00019941 gene-CARHSP1_tGut +TCONS_00019942 gene-USP7_tGut +TCONS_00019943 gene-USP7_tGut +TCONS_00019944 gene-USP7_tGut +TCONS_00019946 gene-GRIN2A_tGut +TCONS_00019945 gene-GRIN2A_tGut +TCONS_00019947 gene-GRIN2A_tGut +TCONS_00019948 gene-GRIN2A_tGut +TCONS_00019949 gene-GRIN2A_tGut +TCONS_00019950 gene-EMP2_tGut +TCONS_00019953 gene-TVP23A_tGut +TCONS_00019952 gene-TVP23A_tGut +TCONS_00019951 gene-TVP23A_tGut +TCONS_00019954 gene-SOCS1_tGut +TCONS_00019955 gene-LITAF_tGut +TCONS_00019956 gene-TXNDC11_tGut +TCONS_00019957 gene-TXNDC11_tGut +TCONS_00019958 gene-ZC3H7A_tGut +TCONS_00019959 gene-ZC3H7A_tGut +TCONS_00019960 gene-BFAR_tGut +TCONS_00019962 gene-MRTFB_tGut +TCONS_00019961 gene-MRTFB_tGut +TCONS_00019967 gene-MRTFB_tGut +TCONS_00019966 gene-MRTFB_tGut +TCONS_00019965 gene-MRTFB_tGut +TCONS_00019964 gene-MRTFB_tGut +TCONS_00019963 gene-MRTFB_tGut +TCONS_00019968 gene-ERCC4_tGut +TCONS_00019969 gene-ERCC4_tGut +TCONS_00019970 gene-SHISA9_tGut +TCONS_00019971 gene-SNX29_tGut +TCONS_00019973 gene-SNX29_tGut +TCONS_00019972 gene-SNX29_tGut +TCONS_00019975 gene-SNX29_tGut +TCONS_00019974 gene-SNX29_tGut +TCONS_00019976 gene-SNX29_tGut +TCONS_00019977 gene-SNX29_tGut +TCONS_00019978 gene-SNX29_tGut +TCONS_00019979 gene-SNX29_tGut +TCONS_00019980 gene-HS3ST4_tGut +TCONS_00019981 gene-LOC124417916_gGal +TCONS_00019983 gene-USP31_tGut +TCONS_00019982 gene-USP31_tGut +TCONS_00019984 gene-COG7_tGut +TCONS_00019985 gene-COG7_tGut +TCONS_00019987 gene-GGA2_tGut +TCONS_00019986 gene-GGA2_tGut +TCONS_00019988 gene-EARS2_tGut +TCONS_00019989 gene-EARS2_tGut +TCONS_00019990 gene-PLK1_tGut +TCONS_00019991 gene-DCTN5_tGut +TCONS_00019992 gene-DCTN5_tGut +TCONS_00019993 gene-TNRC6A_tGut +TCONS_00019994 gene-TNRC6A_tGut +TCONS_00019996 gene-TNRC6A_tGut +TCONS_00019995 gene-TNRC6A_tGut +TCONS_00019999 gene-RBBP6_tGut-like-1 +TCONS_00020001 gene-RBBP6_tGut-like-1 +TCONS_00020003 gene-RBBP6_tGut-like-1 +TCONS_00020002 gene-RBBP6_tGut-like-1 +TCONS_00020000 gene-RBBP6_tGut-like-1 +TCONS_00019998 gene-RBBP6_tGut-like-1 +TCONS_00019997 gene-RBBP6_tGut-like-1 +TCONS_00020004 gene-CACNG3_tGut-like +TCONS_00020005 gene-CACNG3_tGut-like +TCONS_00020006 gene-PRKCB_tGut +TCONS_00020007 gene-PRKCB_tGut +TCONS_00020008 gene-AQP8_tGut +TCONS_00020009 gene-LCMT1_tGut +TCONS_00020011 gene-SLC5A11_tGut +TCONS_00020010 gene-SLC5A11_tGut +TCONS_00020012 gene-SLC5A11_tGut +TCONS_00020013 gene-SLC5A11_tGut +TCONS_00020014 gene-SLC5A11_tGut +TCONS_00020015 gene-SLC5A11_tGut +TCONS_00020017 gene-GRID2IP_gGal +TCONS_00020016 gene-GRID2IP_gGal +TCONS_00020019 gene-GRID2IP_gGal +TCONS_00020018 gene-GRID2IP_gGal +TCONS_00020021 gene-GRID2IP_gGal +TCONS_00020020 gene-GRID2IP_gGal +TCONS_00020022 gene-GRID2IP_gGal +TCONS_00020023 gene-E4F1_tGut +TCONS_00020024 gene-MLST8_tGut +TCONS_00020025 gene-TRAF7_tGut +TCONS_00020026 gene-TRAF7_tGut +TCONS_00020028 gene-TRAF7_tGut +TCONS_00020027 gene-TRAF7_tGut +TCONS_00020029 gene-RAB26_tGut +TCONS_00020032 gene-TSC2_tGut 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gene-EPN2_tGut +TCONS_00020060 gene-EPN2_tGut +TCONS_00020064 gene-EPN2_tGut +TCONS_00020063 gene-EPN2_tGut +TCONS_00020065 gene-EPN2_tGut +TCONS_00020068 gene-FAM83G_tGut +TCONS_00020067 gene-FAM83G_tGut +TCONS_00020066 gene-FAM83G_tGut +TCONS_00020070 gene-FAM83G_tGut +TCONS_00020069 gene-FAM83G_tGut +TCONS_00020074 gene-FAM83G_tGut +TCONS_00020073 gene-FAM83G_tGut +TCONS_00020072 gene-FAM83G_tGut +TCONS_00020071 gene-FAM83G_tGut +TCONS_00020075 gene-FAM83G_tGut +TCONS_00020076 gene-PRPSAP2_tGut +TCONS_00020077 gene-LOC100230856_tGut +TCONS_00020078 gene-SMCR8_tGut +TCONS_00020079 gene-MIEF2_tGut +TCONS_00020080 gene-MIEF2_tGut +TCONS_00020081 gene-LLGL1_tGut +TCONS_00020082 gene-ALKBH5_tGut +TCONS_00020083 gene-MYO15A_tGut +TCONS_00020084 gene-DRG2_tGut +TCONS_00020085 gene-GID4_tGut +TCONS_00020086 gene-DRC3_tGut +TCONS_00020087 gene-RAI1_tGut +TCONS_00020088 gene-MED9_tGut +TCONS_00020089 gene-NT5M_tGut +TCONS_00020090 gene-MPRIP_gGal +TCONS_00020092 gene-USP22_tGut 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gene-CHST12_tGut +TCONS_00020123 gene-CHST12_tGut +TCONS_00020124 gene-EIF3B_tGut +TCONS_00020125 gene-NUDT1_tGut +TCONS_00020126 gene-ELFN1_tGut +TCONS_00020127 gene-MAFK_tGut +TCONS_00020128 gene-MAFK_tGut +TCONS_00020129 gene-UNCX_tGut +TCONS_00020130 gene-UNCX_tGut +TCONS_00020131 gene-GPER1_tGut +TCONS_00020132 gene-GPR146_tGut +TCONS_00020133 gene-CYP2W1_tGut +TCONS_00020134 gene-CYP2W1_tGut +TCONS_00020135 gene-CYP2AC7_tGut +TCONS_00020136 gene-CYP2AC7_tGut +TCONS_00020138 gene-GET4_tGut +TCONS_00020137 gene-GET4_tGut +TCONS_00020141 gene-SUN1_tGut +TCONS_00020140 gene-SUN1_tGut +TCONS_00020139 gene-SUN1_tGut +TCONS_00020147 gene-SUN1_tGut +TCONS_00020149 gene-SUN1_tGut +TCONS_00020150 gene-SUN1_tGut +TCONS_00020148 gene-SUN1_tGut +TCONS_00020146 gene-SUN1_tGut +TCONS_00020144 gene-SUN1_tGut +TCONS_00020145 gene-SUN1_tGut +TCONS_00020143 gene-SUN1_tGut +TCONS_00020142 gene-SUN1_tGut +TCONS_00020156 gene-SUN1_tGut +TCONS_00020157 gene-SUN1_tGut +TCONS_00020159 gene-SUN1_tGut 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gene-LDAF1_tGut +TCONS_00020215 gene-LYRM1_tGut +TCONS_00020216 gene-REXO5_tGut +TCONS_00020217 gene-REXO5_tGut +TCONS_00020218 gene-REXO5_tGut +TCONS_00020219 gene-ACSM4_gGal +TCONS_00020220 gene-ACSM5_gGal-3 +TCONS_00020221 gene-ACSM5_gGal-2 +TCONS_00020222 gene-ACSM5_gGal-1 +TCONS_00020223 gene-ACSM5_gGal-1 +TCONS_00020224 gene-IQCK_tGut +TCONS_00020225 gene-IQCK_tGut +TCONS_00020226 gene-IQCK_tGut +TCONS_00020227 gene-IQCK_tGut +TCONS_00020228 gene-VPS35L_tGut +TCONS_00020230 gene-VPS35L_tGut +TCONS_00020229 gene-VPS35L_tGut +TCONS_00020232 gene-VPS35L_tGut +TCONS_00020231 gene-VPS35L_tGut +TCONS_00020233 gene-CCP110_tGut +TCONS_00020234 gene-CCP110_tGut +TCONS_00020235 gene-TMC5_tGut +TCONS_00020236 gene-TMC5_tGut +TCONS_00020237 gene-XYLT1_tGut +TCONS_00020238 gene-PM5_gGal +TCONS_00020239 gene-PM5_gGal +TCONS_00020240 gene-ABCC1_gGal +TCONS_00020242 gene-ABCC1_gGal +TCONS_00020241 gene-ABCC1_gGal +TCONS_00020243 gene-NDE1_tGut +TCONS_00020244 gene-BMERB1_tGut +TCONS_00020245 gene-NTAN1_tGut +TCONS_00020246 gene-NSMCE1_tGut +TCONS_00020247 gene-GNPTG_tGut +TCONS_00020248 gene-LOC124417580_gGal-like-1 +TCONS_00020249 gene-MPND_gGal-like-3 +TCONS_00020250 gene-RNF39_tGut-like-1 +TCONS_00020251 gene-PFAS_tGut-like-1 +TCONS_00020252 gene-LOC115492725_tGut-like-20 +TCONS_00020253 gene-PFAS_tGut-like-1 +TCONS_00020254 gene-PFAS_tGut-like-1 +TCONS_00020255 gene-PFAS_tGut-like-1 +TCONS_00020256 gene-PFAS_tGut-like-1 +TCONS_00020257 gene-C30H19orf53_gGal-2 +TCONS_00020258 gene-FKBP11_gGal-like-1 +TCONS_00020259 gene-BCKDK_tGut-like-1 +TCONS_00020260 gene-BCKDK_tGut-like-1 +TCONS_00020261 gene-BCKDK_tGut-like-1 +TCONS_00020262 gene-BCKDK_tGut-like-1 +TCONS_00020263 gene-BCKDK_tGut-like-1 +TCONS_00020264 gene-BCKDK_tGut-like-1 +TCONS_00020265 gene-BCKDK_tGut-like-1 +TCONS_00020266 gene-VKORC1_tGut-1 +TCONS_00020267 gene-LOC121109235_gGal-like-7 +TCONS_00020268 gene-LOC115490759_tGut-like-3 +TCONS_00020269 gene-LOC115490759_tGut-like-3 +TCONS_00020270 gene-LOC107049631_gGal-like-3 +TCONS_00020271 gene-MAP2K7_tGut-like-2 +TCONS_00020272 gene-MAP2K7_tGut-like-2 +TCONS_00020273 gene-LOC121469095_tGut-like-2 +TCONS_00020274 gene-MAP2K7_tGut-like-2 +TCONS_00020275 gene-LEP_tGut-like-14 +TCONS_00020276 gene-LOC121108907_gGal-like-1 +TCONS_00020277 gene-ZBTB45_gGal-like-2 +TCONS_00020278 gene-LEP_tGut-like-10 +TCONS_00020279 gene-LEP_tGut-like-10 +TCONS_00020280 gene-CUNH2orf68_gGal-like-10 +TCONS_00020281 gene-TRAPPC5_tGut-like-33 +TCONS_00020282 gene-MAP2K7_tGut-like-1 +TCONS_00020283 gene-LOC121109235_gGal-like-14 +TCONS_00020284 gene-MAP3K11_tGut-like-20 +TCONS_00020285 gene-LOC121468338_tGut-like-3 +TCONS_00020286 gene-C1QL4_tGut-like-1 +TCONS_00020288 gene-ZNF740_tGut +TCONS_00020287 gene-ZNF740_tGut +TCONS_00020289 gene-MFSD5_tGut-1 +TCONS_00020290 gene-MFSD5_tGut-1 +TCONS_00020291 gene-MFSD5_tGut-1 +TCONS_00020293 gene-SPRYD3_tGut-1 +TCONS_00020292 gene-SPRYD3_tGut-1 +TCONS_00020294 gene-KRT8_gGal-1 +TCONS_00020295 gene-LOC101233849_tGut +TCONS_00020296 gene-KRT75L1_gGal +TCONS_00020297 gene-KRT71_gGal +TCONS_00020298 gene-KRT75L2_gGal +TCONS_00020301 gene-LOC100226538_tGut +TCONS_00020300 gene-LOC100226538_tGut +TCONS_00020299 gene-LOC100226538_tGut +TCONS_00020302 gene-LOC100217876_tGut +TCONS_00020303 gene-KRT75L4_gGal +TCONS_00020304 gene-KRT3_gGal +TCONS_00020305 gene-KRT5_gGal +TCONS_00020306 gene-KRT6A_gGal +TCONS_00020307 gene-KRT75_gGal +TCONS_00020308 gene-KRT80_gGal +TCONS_00020309 gene-AQP2_tGut +TCONS_00020310 gene-AQP2_tGut +TCONS_00020311 gene-AQP5_tGut +TCONS_00020312 gene-GCG2_tGut +TCONS_00020313 gene-GALNT6_tGut +TCONS_00020314 gene-CELA1_gGal +TCONS_00020315 gene-CELA1_gGal +TCONS_00020316 gene-BIN2_tGut +TCONS_00020317 gene-SMAGP_gGal +TCONS_00020319 gene-TFCP2_tGut-like-1 +TCONS_00020318 gene-TFCP2_tGut-like-1 +TCONS_00020320 gene-LOC124417279_gGal-5 +TCONS_00020323 gene-DCTN2_tGut-2 +TCONS_00020325 gene-DCTN2_tGut-2 +TCONS_00020326 gene-DCTN2_tGut-2 +TCONS_00020324 gene-DCTN2_tGut-2 +TCONS_00020322 gene-DCTN2_tGut-2 +TCONS_00020321 gene-DCTN2_tGut-2 +TCONS_00020327 gene-CDK2_tGut-like-2 +TCONS_00020328 gene-LETMD1_tGut +TCONS_00020329 gene-LOC121106915_gGal-like-8 +TCONS_00020330 gene-ANKRD33_tGut +TCONS_00020331 gene-ACVRL1_tGut +TCONS_00020332 gene-ACVR1B_tGut-like-2 +TCONS_00020333 gene-ACVR1B_tGut-like-2 +TCONS_00020334 gene-ATG101_tGut +TCONS_00020335 gene-ATG101_tGut +TCONS_00020336 gene-TMBIM6_tGut +TCONS_00020337 gene-LOC107050029_gGal +TCONS_00020338 gene-CCDC65_tGut +TCONS_00020339 gene-CCDC65_tGut +TCONS_00020340 gene-WNT1_tGut +TCONS_00020341 gene-LOC115490530_tGut-like-1 +TCONS_00020342 gene-LOC115490530_tGut-like-1 +TCONS_00020343 gene-PRPH_tGut +TCONS_00020344 gene-STAT6_tGut +TCONS_00020346 gene-NEMP1_tGut +TCONS_00020345 gene-NEMP1_tGut +TCONS_00020347 gene-NEMP1_tGut +TCONS_00020348 gene-NEMP1_tGut +TCONS_00020349 gene-NEMP1_tGut +TCONS_00020351 gene-MYO1A_tGut-2 +TCONS_00020350 gene-MYO1A_tGut-2 +TCONS_00020352 gene-ZBTB39_tGut 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gene-ZBTB45_tGut-like-4 +TCONS_00020748 gene-ZBTB45_tGut-like-4 +TCONS_00020749 gene-ZBTB45_tGut-like-4 +TCONS_00020750 gene-TRIM28_tGut-like-1 +TCONS_00020751 gene-TRIM28_tGut-like-1 +TCONS_00020752 gene-UBE2M_tGut-2 +TCONS_00020753 gene-CHMP2A_tGut-5 +TCONS_00020754 gene-CHMP2A_tGut-5 +TCONS_00020755 gene-LOC115491526_tGut +TCONS_00020756 gene-LOC121469095_tGut-like-1 +TCONS_00020757 reg_4723_tGut +TCONS_00020758 gene-POLD1_tGut +TCONS_00020759 gene-PRMT1_tGut +TCONS_00020760 gene-LOC121468874_tGut-like-1 +TCONS_00020761 gene-FKBP11_gGal-like-2 +TCONS_00020762 gene-NEU3_gGal-3 +TCONS_00020763 gene-LOC115491543_tGut-like-1 +TCONS_00020764 gene-CAMK2N1_gGal-like-3 +TCONS_00020765 gene-TFPT_tGut-like-5 +TCONS_00020766 gene-PRPF31_tGut-1 +TCONS_00020767 gene-CD2BP2_gGal +TCONS_00020768 gene-NABP2_tGut-3 +TCONS_00020769 gene-ZPR1_tGut-like-3 +TCONS_00020770 gene-PCP2_tGut +TCONS_00020771 gene-LOC115491649_tGut-1 +TCONS_00020772 gene-XAB2_tGut-like-1 +TCONS_00020773 gene-VPS72_gGal-3 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gene-LOC112530182_gGal-like-12 +TCONS_00020917 gene-HNRNPA1_tGut +TCONS_00020918 gene-HNRNPA1_tGut +TCONS_00020920 gene-HNRNPA1_tGut +TCONS_00020919 gene-HNRNPA1_tGut +TCONS_00020921 gene-HOXC9_tGut +TCONS_00020922 gene-HOXC10_tGut-1 +TCONS_00020923 gene-HOXC11_tGut-1 +TCONS_00020924 gene-HOXC12_tGut-like-6 +TCONS_00020925 gene-HOXC13_tGut +TCONS_00020927 gene-TARBP2_tGut-like-1 +TCONS_00020926 gene-TARBP2_tGut-like-1 +TCONS_00020930 gene-PCBP2_tGut +TCONS_00020932 gene-PCBP2_tGut +TCONS_00020934 gene-PCBP2_tGut +TCONS_00020936 gene-PCBP2_tGut +TCONS_00020935 gene-PCBP2_tGut +TCONS_00020933 gene-PCBP2_tGut +TCONS_00020931 gene-PCBP2_tGut +TCONS_00020929 gene-PCBP2_tGut +TCONS_00020928 gene-PCBP2_tGut +TCONS_00020937 gene-AMHR2_tGut +TCONS_00020938 gene-SP1_tGut-like-1 +TCONS_00020939 gene-SP1_tGut-like-1 +TCONS_00020940 gene-MYG1_tGut-like-1 +TCONS_00020941 gene-VDR_tGut +TCONS_00020942 gene-VDR_tGut +TCONS_00020943 gene-COL1A1_gGal-2 +TCONS_00020945 gene-ASB8_tGut +TCONS_00020944 gene-ASB8_tGut +TCONS_00020946 gene-ZC3H10_tGut-2 +TCONS_00020947 gene-ERBB3_tGut-like-3 +TCONS_00020948 gene-PA2G4_tGut-2 +TCONS_00020949 gene-ZC3H10_tGut-1 +TCONS_00020950 gene-PA2G4_tGut-1 +TCONS_00020951 gene-ERBB3_tGut-like-2 +TCONS_00020952 gene-ERBB3_tGut-like-2 +TCONS_00020954 gene-ERBB3_tGut-like-2 +TCONS_00020953 gene-ERBB2_tGut-like-1 +TCONS_00020955 gene-ERBB3_tGut-like-2 +TCONS_00020956 gene-ERBB3_tGut-like-2 +TCONS_00020957 gene-RPS26_tGut +TCONS_00020958 gene-IKZF4_tGut-3 +TCONS_00020959 gene-LOC101749352_gGal-like-2 +TCONS_00020960 gene-SUOX_tGut-like-3 +TCONS_00020961 gene-ABCB8_tGut-2 +TCONS_00020962 gene-LOC124417578_gGal-like-10 +TCONS_00020963 gene-RAB5B_tGut-like-1 +TCONS_00020964 gene-RAB5B_tGut-like-1 +TCONS_00020965 gene-GDF11_tGut-like-4 +TCONS_00020966 gene-CD63_tGut +TCONS_00020967 gene-LIM2_gGal-like-3 +TCONS_00020968 gene-TFEB_tGut-1 +TCONS_00020969 gene-CDK18_tGut-like-1 +TCONS_00020970 gene-LOC121108155_gGal-like-1 +TCONS_00020971 gene-KRT18_gGal-3 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gene-NAA40_tGut-like-2 +TCONS_00020997 gene-NAA40_tGut-like-2 +TCONS_00020999 gene-NAA40_tGut-like-2 +TCONS_00021000 gene-LOC115493170_tGut-like-1 +TCONS_00021001 gene-LOC115493170_tGut-like-1 +TCONS_00021002 gene-NKX3-1_tGut-like-1 +TCONS_00021003 gene-CDC42EP2_tGut-like-2 +TCONS_00021004 gene-POLA2_tGut +TCONS_00021005 gene-CAPN1_tGut +TCONS_00021006 gene-LOC121108150_gGal-like-8 +TCONS_00021007 gene-LOC121108150_gGal-like-8 +TCONS_00021008 gene-MRPL11_tGut-2 +TCONS_00021009 gene-LOC121108903_gGal-like-19 +TCONS_00021010 gene-LOC121108867_gGal-like-7 +TCONS_00021011 gene-PFKFB1_gGal +TCONS_00021012 gene-PFKFB1_gGal +TCONS_00021013 gene-KDM5C_tGut-like-2 +TCONS_00021014 gene-KDM5C_tGut-like-2 +TCONS_00021015 gene-RIT1_tGut-like-2 +TCONS_00021016 gene-DHDH_gGal-like-6 +TCONS_00021017 gene-LOC121107549_gGal-5 +TCONS_00021018 gene-PRF1_gGal-like-3 +TCONS_00021019 gene-MAP3K11_tGut-like-15 +TCONS_00021020 gene-FTSJ1_tGut +TCONS_00021021 gene-PLP2_tGut-like-5 +TCONS_00021022 gene-LOC124417480_gGal-3 +TCONS_00021023 gene-RPP21_tGut-2 +TCONS_00021024 gene-GNL1_tGut-like-1 +TCONS_00021025 gene-DHX16_tGut +TCONS_00021026 gene-GNG3_tGut-1 +TCONS_00021027 gene-GNG3_tGut-1 +TCONS_00021028 gene-VARS2_tGut-1 +TCONS_00021029 gene-VARS2_tGut-1 +TCONS_00021030 gene-NELFE_tGut-2 +TCONS_00021031 gene-LSM2_tGut-2 +TCONS_00021034 gene-BTN1_gGal +TCONS_00021036 gene-BTN1_gGal +TCONS_00021038 gene-BTN1_gGal +TCONS_00021037 gene-BTN1_gGal +TCONS_00021035 gene-BTN1_gGal +TCONS_00021033 gene-BTN1_gGal +TCONS_00021032 gene-BTN1_gGal +TCONS_00021039 gene-TRIM41_tGut +TCONS_00021040 gene-TRIM27.2_gGal-like-1 +TCONS_00021041 gene-TRIM39.1_gGal-like-2 +TCONS_00021042 gene-TRIM39.1_gGal-like-2 +TCONS_00021043 gene-TRIM27.2_gGal-like-1 +TCONS_00021045 gene-TRIM27.1_gGal-like-1 +TCONS_00021044 gene-TRIM27.1_gGal-like-1 +TCONS_00021046 gene-IL4I1_tGut +TCONS_00021047 gene-LOC112533543_gGal +TCONS_00021049 gene-ZNF692_gGal +TCONS_00021048 gene-ZNF692_gGal +TCONS_00021050 gene-ZNF692_gGal +TCONS_00021051 gene-LOC121468033_tGut-like-2 +TCONS_00021052 gene-DLAT_tGut-2 +TCONS_00021053 gene-RASAL3_tGut-2 +TCONS_00021054 gene-LOC121108132_gGal-like-18 +TCONS_00021055 gene-SNRNP70_tGut-like-1 +TCONS_00021056 gene-LOC115493085_tGut-like-2 +TCONS_00021057 gene-LOC121468033_tGut-like-5 +TCONS_00021058 gene-LOC121468033_tGut-like-5 +TCONS_00021059 gene-RASAL3_tGut-1 +TCONS_00021065 gene-BF1_gGal-like-1 +TCONS_00021066 gene-BF2_gGal-like-1 +TCONS_00021060 gene-LOC121468702_tGut-like-14 +TCONS_00021061 gene-FBXO46_tGut-like-2 +TCONS_00021062 gene-ZBTB45_gGal-like-4 +TCONS_00021063 gene-LOC121468702_tGut-like-14 +TCONS_00021064 gene-EVI5L_gGal-2 +TCONS_00021067 gene-LOC121468702_tGut-like-14 +TCONS_00021068 gene-LOC115493242_tGut-like-15 +TCONS_00021069 gene-LOC115493242_tGut-like-15 +TCONS_00021070 gene-MAP3K12_tGut-3 +TCONS_00021071 gene-MAP3K12_tGut-3 +TCONS_00021072 gene-ALKBH7_tGut-like-9 +TCONS_00021074 gene-DPM3_tGut-like-14 +TCONS_00021073 gene-DPM3_tGut-like-14 +TCONS_00021075 gene-DPM3_tGut-like-14 +TCONS_00021076 gene-DPM3_tGut-like-14 +TCONS_00021077 gene-GINS2_gGal-2 +TCONS_00021078 gene-LOC121470802_tGut-like-21 +TCONS_00021079 gene-ATP2A1_tGut-1 +TCONS_00021080 gene-STX1B_tGut +TCONS_00021081 gene-STX1B_tGut +TCONS_00021082 gene-CDK5_gGal-like-2 +TCONS_00021083 gene-LOC107051508_gGal-1 +TCONS_00021084 gene-YIF1B_gGal-2 +TCONS_00021085 gene-IL17C_gGal-like-1 +TCONS_00021086 gene-QPRT_tGut-like-4 +TCONS_00021087 gene-LOC121468273_tGut-2 +TCONS_00021088 gene-INPP1_tGut-like-1 +TCONS_00021089 gene-INPP1_tGut-like-1 +TCONS_00021090 gene-PPP1R37_tGut-1 +TCONS_00021091 gene-PPP1R37_tGut-1 +TCONS_00021092 gene-LOC121468652_tGut-2 +TCONS_00021093 gene-LOC121468652_tGut-2 +TCONS_00021094 gene-CLPTM1_tGut-2 +TCONS_00021095 gene-CLPTM1_tGut-2 +TCONS_00021096 gene-RELB_tGut-like-3 +TCONS_00021097 gene-SPINT2_tGut-like-1 +TCONS_00021098 gene-SPINT2_tGut-like-1 +TCONS_00021099 gene-DSN1_gGal-3 +TCONS_00021100 gene-LOC121108903_gGal-like-15 +TCONS_00021101 gene-SDHAF1_gGal-like-5 +TCONS_00021102 gene-LOC112530184_gGal +TCONS_00021103 gene-LOC121109186_gGal-1 +TCONS_00021104 gene-EIF3K_tGut +TCONS_00021106 gene-ECH1_tGut-2 +TCONS_00021105 gene-ECH1_tGut-2 +TCONS_00021108 gene-HNRNPL_tGut-1 +TCONS_00021107 gene-HNRNPL_tGut-1 +TCONS_00021109 gene-PSMD8_tGut +TCONS_00021110 gene-SLC8A2_tGut-3 +TCONS_00021111 gene-LRFN1_tGut-like-10 +TCONS_00021113 gene-LRFN1_tGut-like-10 +TCONS_00021112 gene-LRFN1_tGut-like-10 +TCONS_00021114 gene-NAPA_tGut-2 +TCONS_00021115 gene-NAPA_tGut-2 +TCONS_00021116 gene-LOC115493145_tGut-1 +TCONS_00021117 gene-BCKDHA_tGut-5 +TCONS_00021118 gene-OPA3_tGut-like-6 +TCONS_00021119 gene-MED29_tGut-4 +TCONS_00021120 gene-PAK4_gGal +TCONS_00021121 gene-PAK4_gGal +TCONS_00021122 gene-NFKBIB_tGut-2 +TCONS_00021123 gene-POLR2I_tGut-2 +TCONS_00021124 gene-POLR2I_tGut-2 +TCONS_00021125 gene-AP2S1_tGut-1 +TCONS_00021126 gene-PCP4L1_gGal +TCONS_00021127 gene-AP2S1_tGut-1 +TCONS_00021128 gene-LOC124417357_gGal-like-8 +TCONS_00021129 gene-SIPA1L3_tGut-like-2 +TCONS_00021130 gene-DSN1_gGal-4 +TCONS_00021131 gene-LOC107049632_gGal-like-11 +TCONS_00021132 gene-LOC101750376_gGal-like-2 +TCONS_00021133 gene-INPP1_tGut-like-2 +TCONS_00021134 gene-CHRNB1_tGut-like-1 +TCONS_00021135 gene-EIF4A1_tGut +TCONS_00021136 gene-SP6_tGut-like-1 +TCONS_00021137 gene-SP6_tGut-like-1 +TCONS_00021138 gene-LOC107049457_gGal-like-1 +TCONS_00021139 gene-SP9_gGal-like-3 +TCONS_00021140 gene-SP6_gGal-like-1 +TCONS_00021141 gene-RCVRN_tGut-1 +TCONS_00021142 gene-LOC121106916_gGal-like-2 +TCONS_00021143 gene-LOC427029_gGal +TCONS_00021144 gene-LOC427029_gGal +TCONS_00021145 gene-LOC115497682_tGut-like-1 +TCONS_00021146 gene-LOC115497682_tGut-like-1 +TCONS_00021147 gene-LOC115497682_tGut-like-1 +TCONS_00021148 gene-LOC115497682_tGut-like-1 +TCONS_00021149 gene-LOC115497682_tGut-like-1 +TCONS_00021151 gene-LOC115497682_tGut-like-1 +TCONS_00021150 gene-LOC115497682_tGut-like-1 +TCONS_00021152 gene-LOC115497682_tGut-like-1 +TCONS_00021153 gene-LOC115497682_tGut-like-1 +TCONS_00021155 gene-LOC115497682_tGut-like-1 +TCONS_00021154 gene-LOC115497682_tGut-like-1 +TCONS_00021156 gene-LOC115497682_tGut-like-1 +TCONS_00021157 gene-LOC115497682_tGut-like-1 +TCONS_00021158 gene-LOC115497682_tGut-like-1 +TCONS_00021159 gene-LOC115497682_tGut-like-1 +TCONS_00021160 gene-LOC115497682_tGut-like-1 +TCONS_00021161 gene-LOC115497682_tGut-like-1 +TCONS_00021162 gene-LOC115497682_tGut-like-1 +TCONS_00021163 gene-LOC115497682_tGut-like-1 +TCONS_00021164 gene-LOC115497682_tGut-like-1 +TCONS_00021165 gene-LOC115497682_tGut-like-1 +TCONS_00021166 gene-LOC115497682_tGut-like-1 +TCONS_00021169 gene-LOC115497682_tGut-like-1 +TCONS_00021168 gene-LOC115497682_tGut-like-1 +TCONS_00021167 gene-LOC115497682_tGut-like-1 +TCONS_00021171 gene-LOC115497682_tGut-like-1 +TCONS_00021170 gene-LOC115497682_tGut-like-1 +TCONS_00021173 gene-LOC121468800_tGut-like-2 +TCONS_00021172 gene-LOC121468800_tGut-like-2 +TCONS_00021174 gene-LOC121468800_tGut-like-2 +TCONS_00021175 gene-LOC121468800_tGut-like-2 +TCONS_00021176 gene-LOC121468800_tGut-like-2 +TCONS_00021177 gene-LOC121468800_tGut-like-2 +TCONS_00021178 gene-LOC121107857_gGal +TCONS_00021180 reg_12548_gGal +TCONS_00021179 reg_12548_gGal +TCONS_00021181 gene-THAP8_gGal-2 +TCONS_00021183 gene-LOC115491745_tGut-3 +TCONS_00021182 gene-LOC115491745_tGut-3 +TCONS_00021185 gene-LOC115491745_tGut-3 +TCONS_00021184 gene-LOC115491745_tGut-3 +TCONS_00021186 gene-LOC115491769_tGut +TCONS_00021187 gene-LOC101751912_gGal +TCONS_00021188 gene-LOC101751912_gGal +TCONS_00021189 gene-LOC121468926_tGut-like-2 +TCONS_00021190 gene-KPTN_gGal-1 +TCONS_00021191 gene-CENPA_gGal +TCONS_00021192 gene-C4_gGal +TCONS_00021193 gene-PLP2_tGut-like-3 +TCONS_00021194 gene-POLD1_tGut +TCONS_00021195 gene-LOC107049469_gGal-2 +TCONS_00021196 gene-LOC121113107_gGal-like-6 +TCONS_00021197 gene-LOC115491543_tGut-like-1 +TCONS_00021198 gene-LIM2_gGal-like-12 +TCONS_00021199 gene-FKBP11_gGal-like-6 +TCONS_00021200 gene-LOC121468647_tGut-1 +TCONS_00021201 gene-APH1A_gGal-4 +TCONS_00021202 gene-RNASEK_gGal-1 +TCONS_00021203 gene-LOC107049469_gGal-1 +TCONS_00021204 gene-BCKDHA_tGut-1 +TCONS_00021205 gene-MBOAT7_tGut-like-1 +TCONS_00021206 gene-EFCC1_tGut-6 +TCONS_00021207 gene-PGLYRP2_tGut-3 +TCONS_00021208 gene-PGLYRP2_tGut-3 +TCONS_00021209 gene-GIPC3_tGut-2 +TCONS_00021210 gene-GIPC3_tGut-2 +TCONS_00021211 gene-GIPC3_tGut-2 +TCONS_00021212 gene-DNAJB1_tGut-like-5 +TCONS_00021213 gene-TRAPPC5_tGut-like-14 +TCONS_00021214 gene-PCP2_tGut +TCONS_00021215 gene-XAB2_tGut-like-1 +TCONS_00021216 gene-XAB2_tGut-like-1 +TCONS_00021217 gene-LOC100230310_tGut-like-2 +TCONS_00021218 gene-UBL5_tGut-2 +TCONS_00021219 gene-LOC107050011_gGal-1 +TCONS_00021220 gene-RAB11FIP1_gGal-2 +TCONS_00021221 gene-LOC115491738_tGut-like-2 +TCONS_00021222 gene-LOC115493170_tGut-like-6 +TCONS_00021223 gene-LOC121108903_gGal-like-10 +TCONS_00021224 gene-C3_tGut-like-1 +TCONS_00021225 gene-LOC115491612_tGut-like-2 +TCONS_00021226 gene-SYDE1_gGal-like-3 +TCONS_00021227 gene-LOC121108132_gGal-like-27 +TCONS_00021228 gene-QPRT_tGut-like-17 +TCONS_00021229 gene-DSN1_gGal-1 +TCONS_00021230 gene-DSN1_gGal-1 +TCONS_00021231 gene-PBX4_gGal +TCONS_00021232 gene-LPAR2_tGut-like-1 +TCONS_00021233 gene-ECSIT_tGut-like-2 +TCONS_00021234 gene-ECSIT_tGut-like-2 +TCONS_00021235 gene-TMEM222_tGut-7 +TCONS_00021236 gene-CENPO_tGut +TCONS_00021237 gene-TMEM222_tGut-4 +TCONS_00021238 gene-LYSMD1_gGal-5 +TCONS_00021239 gene-BRD4_tGut-1 +TCONS_00021240 gene-BRD4_tGut-2 +TCONS_00021243 gene-BRD4_tGut-2 +TCONS_00021242 gene-BRD4_tGut-2 +TCONS_00021241 gene-BRD4_tGut-2 +TCONS_00021244 gene-AKAP8_tGut-1 +TCONS_00021245 gene-AKAP8_tGut-1 +TCONS_00021246 gene-AKAP8L_gGal +TCONS_00021247 gene-WIZ_tGut +TCONS_00021248 gene-WIZ_tGut +TCONS_00021249 gene-RASAL3_tGut-3 +TCONS_00021250 gene-RASAL3_tGut-3 +TCONS_00021251 gene-RASAL3_tGut-3 +TCONS_00021252 gene-PGLYRP2_tGut-1 +TCONS_00021253 gene-PGLYRP2_tGut-1 +TCONS_00021254 gene-SDHAF1_gGal-like-18 +TCONS_00021255 gene-LOC115491583_tGut-like-3 +TCONS_00021256 gene-LOC121468497_tGut-like-19 +TCONS_00021257 gene-EIF3G_tGut-like-1 +TCONS_00021258 gene-DNMT1_tGut-2 +TCONS_00021261 gene-DNMT1_tGut-2 +TCONS_00021263 gene-DNMT1_tGut-2 +TCONS_00021262 gene-DNMT1_tGut-2 +TCONS_00021260 gene-DNMT1_tGut-2 +TCONS_00021259 gene-DNMT1_tGut-2 +TCONS_00021264 gene-AAGAB_tGut-1 +TCONS_00021265 gene-PAX4_tGut-like-8 +TCONS_00021266 gene-PIN1_tGut-3 +TCONS_00021267 gene-CHCHD5_tGut-2 +TCONS_00021268 gene-NLGN2_tGut-like-1 +TCONS_00021269 gene-NLGN2_tGut-like-1 +TCONS_00021272 gene-CDK20_tGut-like-1 +TCONS_00021274 gene-CDK20_tGut-like-1 +TCONS_00021276 gene-CDK20_tGut-like-1 +TCONS_00021277 gene-CDK20_tGut-like-1 +TCONS_00021275 gene-CDK20_tGut-like-1 +TCONS_00021273 gene-CDK20_tGut-like-1 +TCONS_00021271 gene-CDK20_tGut-like-1 +TCONS_00021270 gene-CDK20_tGut-like-1 +TCONS_00021278 gene-CDK20_tGut-like-1 +TCONS_00021279 gene-CDK20_tGut-like-1 +TCONS_00021280 gene-CDK20_tGut-like-1 +TCONS_00021281 gene-PNPLA6_tGut-like-1 +TCONS_00021282 gene-PNPLA6_tGut-like-1 +TCONS_00021283 gene-PNPLA6_tGut-like-1 +TCONS_00021284 gene-S1PR2_tGut-like-1 +TCONS_00021285 gene-FDX2_tGut-1 +TCONS_00021286 gene-FDX2_tGut-1 +TCONS_00021287 gene-LMF2_tGut-like-7 +TCONS_00021288 gene-FDX2_tGut-2 +TCONS_00021289 gene-RAVER1_tGut-1 +TCONS_00021290 gene-RAVER1_tGut-1 +TCONS_00021291 gene-TYK2_tGut-2 +TCONS_00021292 gene-TYK2_tGut-2 +TCONS_00021293 gene-CDC37_tGut-4 +TCONS_00021294 gene-MAST1_tGut +TCONS_00021295 gene-SYCE2_gGal +TCONS_00021296 gene-FARSA_gGal +TCONS_00021297 gene-FARSA_gGal +TCONS_00021298 gene-GADD45GIP1_tGut-2 +TCONS_00021299 gene-CNN2_tGut-like-1 +TCONS_00021300 gene-CNN2_tGut-like-1 +TCONS_00021301 gene-CNN1_tGut-like-1 +TCONS_00021302 gene-DFFA_tGut +TCONS_00021303 gene-LZIC_tGut +TCONS_00021304 gene-CTNNBIP1_tGut +TCONS_00021305 gene-CLSTN1_tGut +TCONS_00021309 gene-CLSTN1_tGut +TCONS_00021308 gene-CLSTN1_tGut +TCONS_00021307 gene-CLSTN1_tGut +TCONS_00021306 gene-CLSTN1_tGut +TCONS_00021310 gene-GPR157_tGut-1 +TCONS_00021311 gene-SLC2A5_gGal +TCONS_00021313 gene-ENO1_tGut +TCONS_00021312 gene-ENO1_tGut +TCONS_00021314 gene-RERE_gGal +TCONS_00021315 gene-RERE_gGal +TCONS_00021316 gene-RERE_gGal +TCONS_00021319 gene-SAMD11_tGut +TCONS_00021318 gene-SAMD11_tGut +TCONS_00021317 gene-SAMD11_tGut +TCONS_00021320 gene-SAMD11_tGut +TCONS_00021321 gene-KLHL17_tGut +TCONS_00021322 gene-PLEKHN1_tGut +TCONS_00021325 gene-AGRN_tGut +TCONS_00021326 gene-AGRN_tGut +TCONS_00021324 gene-AGRN_tGut +TCONS_00021323 gene-AGRN_tGut +TCONS_00021327 gene-AGRN_tGut +TCONS_00021328 gene-LOC419429_gGal +TCONS_00021329 gene-LOC419429_gGal +TCONS_00021330 gene-C21H1orf159_tGut +TCONS_00021331 gene-C21H1orf159_tGut +TCONS_00021332 gene-C21H1orf159_tGut +TCONS_00021333 gene-B3GALT6_tGut +TCONS_00021334 gene-SCNN1D_tGut +TCONS_00021335 gene-PUSL1_tGut-2 +TCONS_00021336 gene-PUSL1_tGut-2 +TCONS_00021337 gene-PUSL1_tGut-2 +TCONS_00021338 gene-PUSL1_tGut-2 +TCONS_00021339 gene-LOC114977882_gGal +TCONS_00021340 gene-CPTP_gGal +TCONS_00021341 gene-TAS1R3_tGut +TCONS_00021342 gene-TMEM88B_tGut +TCONS_00021343 gene-ATAD3B_gGal +TCONS_00021344 gene-ATAD3B_gGal +TCONS_00021345 gene-MIB2_tGut +TCONS_00021346 gene-MMP23A_gGal +TCONS_00021347 gene-MMP23A_gGal +TCONS_00021348 gene-MMP23A_gGal +TCONS_00021349 reg_12109_tGut +TCONS_00021350 gene-GABRD_tGut +TCONS_00021351 gene-GABRD_tGut +TCONS_00021352 gene-PRKCZ_tGut +TCONS_00021353 gene-PRKCZ_tGut +TCONS_00021354 gene-PRKCZ_tGut +TCONS_00021356 gene-SKI_tGut +TCONS_00021355 gene-SKI_tGut +TCONS_00021357 gene-RER1_tGut +TCONS_00021360 gene-PLCH2_tGut +TCONS_00021359 gene-PLCH2_tGut +TCONS_00021358 gene-PLCH2_tGut +TCONS_00021361 gene-PLCH2_tGut +TCONS_00021362 gene-PLCH2_tGut +TCONS_00021363 gene-PLCH2_tGut +TCONS_00021364 gene-PLCH2_tGut +TCONS_00021365 gene-KBP_gGal +TCONS_00021366 gene-KBP_gGal +TCONS_00021367 gene-HES5_tGut-like-1 +TCONS_00021368 gene-HES5_tGut-like-1 +TCONS_00021369 gene-PRDM16_tGut +TCONS_00021370 gene-PRDM16_tGut +TCONS_00021371 gene-ARHGEF16_tGut +TCONS_00021372 gene-ARHGEF16_tGut +TCONS_00021373 gene-ARHGEF16_tGut +TCONS_00021374 gene-TPRG1L_tGut +TCONS_00021375 gene-TP73_tGut +TCONS_00021377 gene-TP73_tGut +TCONS_00021376 gene-TP73_tGut +TCONS_00021378 gene-TP73_tGut +TCONS_00021379 gene-TP73_tGut +TCONS_00021380 gene-CCDC27_tGut +TCONS_00021381 gene-DFFB_gGal +TCONS_00021383 gene-DFFB_gGal +TCONS_00021382 gene-DFFB_gGal +TCONS_00021385 gene-DFFB_gGal +TCONS_00021384 gene-DFFB_gGal +TCONS_00021388 gene-KCNAB2_tGut +TCONS_00021389 gene-KCNAB2_tGut +TCONS_00021387 gene-KCNAB2_tGut +TCONS_00021386 gene-KCNAB2_tGut +TCONS_00021391 gene-KCNAB2_tGut +TCONS_00021390 gene-KCNAB2_tGut +TCONS_00021392 gene-RNF207_tGut +TCONS_00021393 gene-RNF207_tGut +TCONS_00021396 gene-ESPN_tGut +TCONS_00021395 gene-ESPN_tGut +TCONS_00021394 gene-ESPN_tGut +TCONS_00021397 gene-TAS1R1_tGut +TCONS_00021398 gene-TAS1R1_tGut +TCONS_00021399 gene-ZBTB48_gGal +TCONS_00021400 gene-PHF13_tGut-like-1 +TCONS_00021401 gene-PHF13_tGut-like-1 +TCONS_00021402 gene-CAMTA1_tGut +TCONS_00021404 gene-CAMTA1_tGut +TCONS_00021403 gene-CAMTA1_tGut +TCONS_00021410 gene-CAMTA1_tGut +TCONS_00021412 gene-CAMTA1_tGut +TCONS_00021411 gene-CAMTA1_tGut +TCONS_00021409 gene-CAMTA1_tGut +TCONS_00021407 gene-CAMTA1_tGut +TCONS_00021408 gene-CAMTA1_tGut +TCONS_00021406 gene-CAMTA1_tGut +TCONS_00021405 gene-CAMTA1_tGut +TCONS_00021414 gene-CAMTA1_tGut +TCONS_00021413 gene-CAMTA1_tGut +TCONS_00021415 gene-VAMP3_gGal +TCONS_00021416 gene-PER3_tGut +TCONS_00021417 gene-PER3_tGut +TCONS_00021418 gene-PER3_tGut +TCONS_00021420 gene-PER3_tGut +TCONS_00021419 gene-PER3_tGut +TCONS_00021421 gene-PER3_tGut +TCONS_00021422 gene-PER3_tGut +TCONS_00021423 gene-PARK7_tGut +TCONS_00021426 gene-SLC45A1_tGut +TCONS_00021425 gene-SLC45A1_tGut +TCONS_00021424 gene-SLC45A1_tGut +TCONS_00021427 gene-SLC45A1_tGut +TCONS_00021428 gene-LRRC38_tGut +TCONS_00021429 gene-LRRC38_tGut +TCONS_00021430 gene-LRRC38_tGut +TCONS_00021431 gene-DHRS3_tGut +TCONS_00021432 gene-DHRS3_tGut +TCONS_00021433 gene-KIAA2013_tGut +TCONS_00021434 gene-CELA2A_gGal +TCONS_00021435 gene-CNP3_gGal +TCONS_00021436 gene-NPPA_tGut +TCONS_00021437 gene-NPPA_tGut +TCONS_00021438 gene-MTHFR_tGut +TCONS_00021439 gene-MTHFR_tGut +TCONS_00021440 gene-MAD2L2_tGut +TCONS_00021441 gene-MTOR_tGut +TCONS_00021443 gene-EXOSC10_tGut +TCONS_00021442 gene-EXOSC10_tGut +TCONS_00021444 gene-SRM_tGut +TCONS_00021445 gene-PPIH_tGut +TCONS_00021447 gene-YBX1_tGut +TCONS_00021446 gene-YBX1_tGut +TCONS_00021448 gene-CDC42_tGut +TCONS_00021449 gene-CDC42_tGut +TCONS_00021450 gene-EPHA8_tGut +TCONS_00021451 gene-EPHA8_tGut +TCONS_00021452 gene-EPHA8_tGut +TCONS_00021453 gene-EPHA8_tGut +TCONS_00021454 gene-C1QA_gGal +TCONS_00021455 gene-C1QA_gGal +TCONS_00021456 gene-C1QC_tGut +TCONS_00021457 gene-C1QB_tGut +TCONS_00021459 gene-EPHB2_tGut +TCONS_00021458 gene-EPHB2_tGut +TCONS_00021460 gene-LACTBL1_tGut +TCONS_00021461 gene-LACTBL1_tGut +TCONS_00021462 gene-FHAD1_tGut +TCONS_00021463 gene-FHAD1_tGut +TCONS_00021464 gene-EFHD2_tGut +TCONS_00021465 gene-CTRC_gGal +TCONS_00021466 gene-DNAJC16_tGut +TCONS_00021467 gene-FAM43B_tGut +TCONS_00021468 gene-MUL1_tGut +TCONS_00021469 gene-CAMK2N1_tGut +TCONS_00021470 gene-DDX19_gGal +TCONS_00021471 gene-PLA2G2A_gGal +TCONS_00021472 gene-PLA2G5_gGal +TCONS_00021473 gene-LOC121107403_gGal +TCONS_00021474 gene-PLA2G2E_gGal +TCONS_00021475 gene-RNF186_tGut +TCONS_00021476 gene-TMCO4_tGut +TCONS_00021477 gene-TMCO4_tGut +TCONS_00021478 gene-CAPZB_tGut +TCONS_00021479 gene-CAPZB_tGut +TCONS_00021480 gene-AKR7A2_tGut +TCONS_00021482 gene-EMC1_tGut +TCONS_00021481 gene-EMC1_tGut +TCONS_00021485 gene-UBR4_tGut +TCONS_00021487 gene-UBR4_tGut +TCONS_00021486 gene-UBR4_tGut +TCONS_00021484 gene-UBR4_tGut +TCONS_00021483 gene-UBR4_tGut +TCONS_00021489 gene-IFFO2_tGut +TCONS_00021488 gene-IFFO2_tGut +TCONS_00021490 gene-ALDH4A1_tGut +TCONS_00021491 gene-ARHGEF10L_tGut-like-1 +TCONS_00021492 gene-ARHGEF10L_tGut-like-1 +TCONS_00021493 gene-ARHGEF10L_tGut-like-1 +TCONS_00021494 gene-RCC2_tGut-3 +TCONS_00021495 gene-PADI2_tGut +TCONS_00021497 gene-SDHB_tGut +TCONS_00021496 gene-SDHB_tGut +TCONS_00021499 gene-ATP13A2_tGut +TCONS_00021498 gene-ATP13A2_tGut +TCONS_00021500 gene-ATP13A2_tGut +TCONS_00021503 gene-ATP13A2_tGut +TCONS_00021502 gene-ATP13A2_tGut +TCONS_00021501 gene-ATP13A2_tGut +TCONS_00021504 gene-ATP13A2_tGut +TCONS_00021505 gene-MFAP2_tGut-1 +TCONS_00021506 gene-MFAP2_tGut-1 +TCONS_00021507 gene-MFAP2_tGut-1 +TCONS_00021508 gene-FBXO42_tGut +TCONS_00021509 gene-FBXO42_tGut +TCONS_00021510 gene-CPLANE2_tGut +TCONS_00021511 gene-EPHA2_tGut-like-1 +TCONS_00021512 gene-HSPB7_tGut +TCONS_00021513 gene-ZBTB17_tGut +TCONS_00021514 gene-LOC112530142_gGal +TCONS_00021515 gene-ALPL_tGut +TCONS_00021516 gene-CELA3B_tGut-like-1 +TCONS_00021517 gene-CELA3B_tGut-like-1 +TCONS_00021518 gene-CELA3B_tGut-like-1 +TCONS_00021520 gene-TMEM269_tGut +TCONS_00021519 gene-TMEM269_tGut +TCONS_00021522 gene-ZNF362_tGut +TCONS_00021521 gene-ZNF362_tGut +TCONS_00021523 gene-ZNF362_tGut +TCONS_00021524 gene-SLC2A1_tGut +TCONS_00021525 gene-PPCS_tGut +TCONS_00021527 gene-CCDC30_tGut +TCONS_00021526 gene-CCDC30_tGut +TCONS_00021528 gene-CCDC30_tGut +TCONS_00021529 gene-GUCA2B_gGal +TCONS_00021530 gene-TARDBP_gGal +TCONS_00021531 gene-PEX14_tGut +TCONS_00021532 gene-CENPS_tGut +TCONS_00021533 gene-PGD_tGut +TCONS_00021536 gene-KIF1B_tGut +TCONS_00021538 gene-KIF1B_tGut +TCONS_00021540 gene-KIF1B_tGut +TCONS_00021542 gene-KIF1B_tGut +TCONS_00021544 gene-KIF1B_tGut +TCONS_00021546 gene-KIF1B_tGut +TCONS_00021548 gene-KIF1B_tGut +TCONS_00021550 gene-KIF1B_tGut +TCONS_00021552 gene-KIF1B_tGut +TCONS_00021554 gene-KIF1B_tGut +TCONS_00021555 gene-KIF1B_tGut +TCONS_00021553 gene-KIF1B_tGut +TCONS_00021551 gene-KIF1B_tGut +TCONS_00021549 gene-KIF1B_tGut +TCONS_00021547 gene-KIF1B_tGut +TCONS_00021545 gene-KIF1B_tGut +TCONS_00021543 gene-KIF1B_tGut +TCONS_00021541 gene-KIF1B_tGut +TCONS_00021539 gene-KIF1B_tGut +TCONS_00021537 gene-KIF1B_tGut +TCONS_00021535 gene-KIF1B_tGut +TCONS_00021534 gene-KIF1B_tGut +TCONS_00021558 gene-UBE4B_tGut +TCONS_00021560 gene-UBE4B_tGut +TCONS_00021559 gene-UBE4B_tGut +TCONS_00021557 gene-UBE4B_tGut +TCONS_00021556 gene-UBE4B_tGut +TCONS_00021561 gene-RBP7_tGut +TCONS_00021562 gene-NMNAT1_tGut +TCONS_00021563 gene-PIK3CD_tGut +TCONS_00021564 gene-TMEM201_tGut +TCONS_00021565 gene-TMEM201_tGut +TCONS_00021566 gene-TMEM201_tGut +TCONS_00021567 gene-TMEM201_tGut +TCONS_00021568 gene-SLC25A33_tGut +TCONS_00021569 gene-SLC25A33_tGut +TCONS_00021570 gene-SPSB1_tGut +TCONS_00021571 gene-H6PD_tGut +TCONS_00021572 gene-CA6_tGut +TCONS_00021574 gene-CA6_tGut +TCONS_00021573 gene-CA6_tGut +TCONS_00021575 gene-NOC2L_tGut +TCONS_00021576 gene-PERM1_tGut +TCONS_00021578 gene-HES4_tGut +TCONS_00021577 gene-HES4_tGut +TCONS_00021579 gene-RNF223_gGal +TCONS_00021580 gene-TNFRSF18_tGut +TCONS_00021581 gene-TNFRSF4_tGut +TCONS_00021582 gene-SDF4_tGut +TCONS_00021583 gene-FAM132A_gGal +TCONS_00021584 gene-FAM132A_gGal +TCONS_00021585 gene-UBE2J2_tGut +TCONS_00021586 gene-ACAP3_tGut +TCONS_00021590 gene-ACAP3_tGut +TCONS_00021591 gene-ACAP3_tGut +TCONS_00021589 gene-ACAP3_tGut +TCONS_00021588 gene-ACAP3_tGut +TCONS_00021587 gene-ACAP3_tGut +TCONS_00021592 gene-INTS11_tGut +TCONS_00021594 gene-DVL1_tGut +TCONS_00021593 gene-DVL1_tGut +TCONS_00021596 gene-DVL1_tGut +TCONS_00021595 gene-DVL1_tGut +TCONS_00021597 gene-DVL1_tGut +TCONS_00021598 gene-MXRA8_tGut +TCONS_00021599 gene-MXRA8_tGut +TCONS_00021600 gene-AURKAIP1_tGut +TCONS_00021601 gene-LOC100224487_tGut +TCONS_00021602 gene-LOC100224487_tGut +TCONS_00021603 gene-CCNL2_tGut +TCONS_00021604 gene-MRPL20_tGut-1 +TCONS_00021605 gene-TMEM240_tGut +TCONS_00021606 gene-TMEM240_tGut +TCONS_00021607 gene-SSU72_tGut +TCONS_00021608 gene-LOC105758753_tGut +TCONS_00021610 gene-LOC105758753_tGut +TCONS_00021609 gene-LOC105758753_tGut +TCONS_00021612 gene-LOC105758753_tGut +TCONS_00021611 gene-LOC105758753_tGut +TCONS_00021613 gene-LOC105758753_tGut +TCONS_00021616 gene-CDC2L1_gGal +TCONS_00021617 gene-CDC2L1_gGal +TCONS_00021615 gene-CDC2L1_gGal +TCONS_00021614 gene-CDC2L1_gGal +TCONS_00021618 gene-SLC35E2B_gGal +TCONS_00021619 gene-NADK_tGut-like +TCONS_00021620 gene-NADK_tGut-like +TCONS_00021621 gene-NADK_tGut-like +TCONS_00021622 gene-GNB1_tGut +TCONS_00021623 gene-TMEM52_tGut +TCONS_00021624 gene-FAAP20_tGut +TCONS_00021625 gene-PEX10_tGut +TCONS_00021626 gene-PANK4_tGut +TCONS_00021627 gene-HES5_gGal +TCONS_00021628 gene-HES5_tGut-like-2 +TCONS_00021629 gene-MMEL1_tGut +TCONS_00021630 gene-MMEL1_tGut +TCONS_00021631 gene-MMEL1_tGut +TCONS_00021632 gene-TTC34_tGut +TCONS_00021633 gene-MEGF6_tGut +TCONS_00021635 gene-MEGF6_tGut +TCONS_00021634 gene-MEGF6_tGut +TCONS_00021636 gene-MEGF6_tGut +TCONS_00021637 gene-WRAP73_tGut +TCONS_00021640 gene-WRAP73_tGut +TCONS_00021639 gene-WRAP73_tGut +TCONS_00021638 gene-WRAP73_tGut +TCONS_00021641 gene-LRRC47_tGut +TCONS_00021643 gene-CEP104_tGut +TCONS_00021642 gene-CEP104_tGut +TCONS_00021644 gene-CEP104_tGut +TCONS_00021645 gene-C21H1orf174_tGut +TCONS_00021646 gene-NPHP4_tGut +TCONS_00021647 gene-NPHP4_tGut +TCONS_00021648 gene-RPL22_tGut +TCONS_00021649 gene-ICMT_tGut +TCONS_00021650 gene-ACOT7_tGut +TCONS_00021651 gene-ACOT7_tGut +TCONS_00021652 gene-LOC107054916_gGal-like-2 +TCONS_00021653 gene-TNFRSF25_tGut +TCONS_00021655 gene-PLEKHG5_tGut +TCONS_00021654 gene-PLEKHG5_tGut +TCONS_00021656 gene-PLEKHG5_tGut +TCONS_00021657 gene-PLEKHG5_tGut +TCONS_00021658 gene-NOL9_tGut +TCONS_00021659 gene-KLHL21_tGut +TCONS_00021660 gene-DNAJC11_tGut +TCONS_00021661 gene-LBX2_gGal-like-2 +TCONS_00021662 gene-UTS2_tGut +TCONS_00021663 gene-TNFRSF9_tGut +TCONS_00021664 gene-ERRFI1_tGut +TCONS_00021665 gene-ERRFI1_tGut +TCONS_00021666 gene-MRPS16_tGut +TCONS_00021667 gene-TMEM51_tGut +TCONS_00021668 gene-KAZN_gGal +TCONS_00021669 gene-KAZN_gGal +TCONS_00021670 reg_14756_gGal +TCONS_00021671 reg_14756_gGal +TCONS_00021672 gene-LOC100222565_tGut +TCONS_00021673 gene-LOC100222565_tGut +TCONS_00021675 gene-PDPN_tGut +TCONS_00021674 gene-PDPN_tGut +TCONS_00021677 gene-PDPN_tGut +TCONS_00021676 gene-PDPN_tGut +TCONS_00021678 gene-AADACL3C_gGal +TCONS_00021679 gene-AADACL3C_gGal +TCONS_00021680 gene-AADACL3B_gGal +TCONS_00021681 gene-AADACL3A_gGal +TCONS_00021682 gene-LOC100217723_tGut +TCONS_00021683 gene-AADACL4B_gGal +TCONS_00021684 gene-AADACL4A_gGal +TCONS_00021687 gene-VPS13D_tGut +TCONS_00021688 gene-VPS13D_tGut +TCONS_00021686 gene-VPS13D_tGut +TCONS_00021685 gene-VPS13D_tGut +TCONS_00021689 gene-TNFRSF1B_tGut +TCONS_00021690 gene-TNFRSF1B_tGut +TCONS_00021691 gene-TNFRSF8_tGut +TCONS_00021692 gene-TNFRSF8_tGut +TCONS_00021693 gene-MIIP_gGal +TCONS_00021694 gene-MFN2_tGut +TCONS_00021695 gene-PLOD1_tGut +TCONS_00021696 gene-CLCN6_tGut +TCONS_00021697 gene-CLCN6_tGut +TCONS_00021698 gene-C21H1orf167_tGut +TCONS_00021699 gene-C21H1orf167_tGut +TCONS_00021701 gene-AGTRAP_gGal +TCONS_00021700 gene-AGTRAP_gGal +TCONS_00021702 gene-DRAXIN_tGut +TCONS_00021703 gene-FBXO44_tGut +TCONS_00021704 gene-DISP3_tGut +TCONS_00021705 gene-DISP3_tGut +TCONS_00021706 gene-UBIAD1_tGut +TCONS_00021707 gene-ANGPTL7_tGut +TCONS_00021708 gene-LOC100230866_tGut +TCONS_00021709 gene-CLDN19_tGut +TCONS_00021710 gene-P3H1_tGut +TCONS_00021711 gene-WNT4_tGut +TCONS_00021712 gene-AGMAT_tGut +TCONS_00021713 gene-PINK1_tGut +TCONS_00021714 gene-CDA_tGut +TCONS_00021715 gene-VWA5B1_tGut +TCONS_00021716 gene-VWA5B1_tGut +TCONS_00021719 gene-VWA5B1_tGut +TCONS_00021718 gene-VWA5B1_tGut +TCONS_00021717 gene-VWA5B1_tGut +TCONS_00021720 gene-UBXN10_tGut +TCONS_00021721 gene-OTUD3_tGut +TCONS_00021722 gene-HTR6_gGal +TCONS_00021723 gene-NBL1_tGut +TCONS_00021724 gene-NBL1_tGut +TCONS_00021725 gene-MICOS10_tGut +TCONS_00021726 gene-SLC66A1_tGut +TCONS_00021727 gene-SLC66A1_tGut +TCONS_00021728 gene-MRTO4_tGut +TCONS_00021731 gene-PAX7_tGut +TCONS_00021730 gene-PAX7_tGut +TCONS_00021729 gene-PAX7_tGut +TCONS_00021732 gene-KLHDC7A_tGut +TCONS_00021733 gene-IGSF21_tGut-2 +TCONS_00021734 gene-IGSF21_tGut-2 +TCONS_00021735 gene-IGSF21_tGut-2 +TCONS_00021737 gene-IGSF21_tGut-2 +TCONS_00021736 gene-IGSF21_tGut-2 +TCONS_00021738 gene-ARHGEF10L_tGut-like-1 +TCONS_00021739 gene-ARHGEF10L_tGut-like-1 +TCONS_00021741 gene-ARHGEF10L_tGut-like-1 +TCONS_00021740 gene-ARHGEF10L_tGut-like-1 +TCONS_00021748 gene-ARHGEF10L_tGut-like-1 +TCONS_00021749 gene-ARHGEF10L_tGut-like-1 +TCONS_00021747 gene-ARHGEF10L_tGut-like-1 +TCONS_00021744 gene-ARHGEF10L_tGut-like-1 +TCONS_00021746 gene-ARHGEF10L_tGut-like-1 +TCONS_00021745 gene-ARHGEF10L_tGut-like-1 +TCONS_00021743 gene-ARHGEF10L_tGut-like-1 +TCONS_00021742 gene-ARHGEF10L_tGut-like-1 +TCONS_00021750 gene-PADI3_gGal +TCONS_00021751 gene-PADI1_gGal +TCONS_00021752 gene-PADI1_gGal +TCONS_00021753 gene-CROCC_tGut-like-1 +TCONS_00021754 gene-CROCC_tGut-like-1 +TCONS_00021755 gene-CROCC_tGut-like-1 +TCONS_00021756 gene-NECAP2_tGut +TCONS_00021757 gene-SZRD1_tGut +TCONS_00021758 gene-SZRD1_tGut +TCONS_00021759 gene-SZRD1_tGut +TCONS_00021760 gene-CLCNKA_tGut +TCONS_00021761 gene-FBLIM1_gGal +TCONS_00021762 gene-TMEM82_tGut-2 +TCONS_00021764 gene-TMEM82_tGut-2 +TCONS_00021763 gene-TMEM82_tGut-2 +TCONS_00021765 gene-SLC25A34_tGut +TCONS_00021768 gene-PLEKHM2_tGut +TCONS_00021767 gene-PLEKHM2_tGut +TCONS_00021766 gene-PLEKHM2_tGut +TCONS_00021769 gene-DDI2_tGut +TCONS_00021770 gene-DDOST_tGut +TCONS_00021771 gene-SH2D5_tGut-2 +TCONS_00021772 gene-SH2D5_tGut-2 +TCONS_00021773 gene-HP1BP3_tGut +TCONS_00021774 gene-HP1BP3_tGut +TCONS_00021775 gene-EIF4G3_tGut +TCONS_00021777 gene-EIF4G3_tGut +TCONS_00021776 gene-EIF4G3_tGut +TCONS_00021783 gene-EIF4G3_tGut +TCONS_00021785 gene-EIF4G3_tGut +TCONS_00021787 gene-EIF4G3_tGut +TCONS_00021789 gene-EIF4G3_tGut +TCONS_00021791 gene-EIF4G3_tGut +TCONS_00021793 gene-EIF4G3_tGut +TCONS_00021795 gene-EIF4G3_tGut +TCONS_00021796 gene-EIF4G3_tGut +TCONS_00021794 gene-EIF4G3_tGut +TCONS_00021792 gene-EIF4G3_tGut +TCONS_00021790 gene-EIF4G3_tGut +TCONS_00021788 gene-EIF4G3_tGut +TCONS_00021786 gene-EIF4G3_tGut +TCONS_00021784 gene-EIF4G3_tGut +TCONS_00021782 gene-EIF4G3_tGut +TCONS_00021780 gene-EIF4G3_tGut +TCONS_00021781 gene-EIF4G3_tGut +TCONS_00021779 gene-EIF4G3_tGut +TCONS_00021778 gene-EIF4G3_tGut +TCONS_00021797 gene-ECE1_tGut +TCONS_00021800 gene-RAP1GAP1_gGal +TCONS_00021799 gene-RAP1GAP1_gGal +TCONS_00021798 gene-RAP1GAP1_gGal +TCONS_00021805 gene-RAP1GAP1_gGal +TCONS_00021803 gene-RAP1GAP1_gGal +TCONS_00021804 gene-RAP1GAP1_gGal +TCONS_00021802 gene-RAP1GAP1_gGal +TCONS_00021801 gene-RAP1GAP1_gGal +TCONS_00021808 gene-USP48_tGut +TCONS_00021807 gene-USP48_tGut +TCONS_00021806 gene-USP48_tGut +TCONS_00021809 gene-USP48_tGut +TCONS_00021811 gene-USP48_tGut +TCONS_00021810 gene-USP48_tGut +TCONS_00021814 gene-HSPG2_tGut +TCONS_00021816 gene-HSPG2_tGut +TCONS_00021818 gene-HSPG2_tGut +TCONS_00021819 gene-HSPG2_tGut +TCONS_00021817 gene-HSPG2_tGut +TCONS_00021815 gene-HSPG2_tGut +TCONS_00021813 gene-HSPG2_tGut +TCONS_00021812 gene-HSPG2_tGut +TCONS_00021820 gene-SVBP_tGut-5 +TCONS_00021821 gene-TRIM62_gGal +TCONS_00021824 gene-PHC2_tGut +TCONS_00021825 gene-PHC2_tGut +TCONS_00021823 gene-PHC2_tGut +TCONS_00021822 gene-PHC2_tGut +TCONS_00021827 gene-ZMYND12_tGut +TCONS_00021826 gene-ZMYND12_tGut +TCONS_00021829 gene-POLB_tGut +TCONS_00021828 gene-POLB_tGut +TCONS_00021830 gene-POLB_tGut +TCONS_00021832 gene-VDAC3_tGut-like +TCONS_00021831 gene-VDAC3_tGut-like +TCONS_00021834 gene-VDAC3_tGut-like +TCONS_00021833 gene-VDAC3_tGut-like +TCONS_00021835 gene-PLAT_tGut +TCONS_00021836 gene-PLAT_tGut +TCONS_00021837 gene-KAT6A_tGut +TCONS_00021839 gene-ANK1_tGut +TCONS_00021838 gene-ANK1_tGut +TCONS_00021841 gene-ANK1_tGut +TCONS_00021840 gene-ANK1_tGut +TCONS_00021844 gene-ANK1_tGut +TCONS_00021845 gene-ANK1_tGut +TCONS_00021843 gene-ANK1_tGut +TCONS_00021842 gene-ANK1_tGut +TCONS_00021846 gene-ANK1_tGut +TCONS_00021847 gene-ANK1_tGut +TCONS_00021848 gene-ANK1_tGut +TCONS_00021849 gene-ANK1_tGut +TCONS_00021850 gene-ANK1_tGut +TCONS_00021851 gene-ANK1_tGut +TCONS_00021854 gene-NKX6-3_tGut +TCONS_00021853 gene-NKX6-3_tGut +TCONS_00021852 gene-NKX6-3_tGut +TCONS_00021855 gene-SFRP1_tGut +TCONS_00021856 gene-ZMAT4_tGut +TCONS_00021857 gene-TM2D2_tGut +TCONS_00021860 gene-FGFR1_tGut +TCONS_00021862 gene-FGFR1_tGut +TCONS_00021863 gene-FGFR1_tGut +TCONS_00021861 gene-FGFR1_tGut +TCONS_00021859 gene-FGFR1_tGut +TCONS_00021858 gene-FGFR1_tGut +TCONS_00021864 gene-NSD3_tGut +TCONS_00021867 gene-NSD3_tGut +TCONS_00021866 gene-NSD3_tGut +TCONS_00021865 gene-NSD3_tGut +TCONS_00021868 gene-PLPP5_tGut +TCONS_00021869 gene-LSM1_tGut-3 +TCONS_00021870 gene-LSM1_tGut-3 +TCONS_00021871 gene-STAR_tGut +TCONS_00021872 gene-NODAL_gGal +TCONS_00021873 gene-ADRB3_tGut-like-1 +TCONS_00021875 gene-LOC117654556_gGal +TCONS_00021874 gene-LOC117654556_gGal +TCONS_00021876 gene-RAB11FIP1_tGut-like-5 +TCONS_00021877 gene-BRF2_tGut +TCONS_00021878 gene-LOC112530177_gGal +TCONS_00021879 gene-DUSP26_tGut-like-1 +TCONS_00021880 gene-RNF122_tGut +TCONS_00021881 gene-TTI2_tGut +TCONS_00021882 gene-ATP6V1B2_tGut-like-1 +TCONS_00021883 gene-LOC101749127_gGal +TCONS_00021885 gene-XPO7_tGut +TCONS_00021884 gene-XPO7_tGut +TCONS_00021887 gene-XPO7_tGut +TCONS_00021886 gene-XPO7_tGut +TCONS_00021888 gene-NPM2_tGut +TCONS_00021889 gene-DMTN_tGut +TCONS_00021890 gene-DMTN_tGut +TCONS_00021891 gene-DMTN_tGut +TCONS_00021894 gene-LOC101748851_gGal +TCONS_00021895 gene-LOC101748851_gGal +TCONS_00021893 gene-LOC101748851_gGal +TCONS_00021892 gene-LOC101748851_gGal +TCONS_00021896 gene-LOC124417358_gGal-4 +TCONS_00021897 gene-RHOBTB2_tGut +TCONS_00021898 gene-RHOBTB2_tGut +TCONS_00021899 gene-CHMP7_tGut +TCONS_00021900 gene-LOC770277_gGal +TCONS_00021901 gene-R3HCC1_tGut +TCONS_00021902 gene-SLC25A37_tGut-2 +TCONS_00021903 gene-ADAM28_tGut +TCONS_00021904 gene-NEFM_tGut +TCONS_00021905 gene-DOCK5_tGut +TCONS_00021906 gene-DOCK5_tGut +TCONS_00021907 gene-CDCA2_tGut +TCONS_00021908 gene-PPP2R2A_tGut +TCONS_00021909 gene-PPP2R2A_tGut +TCONS_00021910 gene-PPP2R2A_tGut +TCONS_00021911 gene-PPP2R2A_tGut +TCONS_00021912 gene-BNIP3L_tGut +TCONS_00021913 gene-DPYSL2_tGut +TCONS_00021914 gene-DPYSL2_tGut +TCONS_00021915 gene-LOC121111532_gGal-like-1 +TCONS_00021916 gene-LOC776874_gGal-like-1 +TCONS_00021917 gene-LOC121108784_gGal-like-1 +TCONS_00021918 gene-LOC121108799_gGal-like-1 +TCONS_00021920 gene-LOC121108782_gGal-like-1 +TCONS_00021919 gene-LOC107057271_gGal-like-1 +TCONS_00021922 gene-LOC107050233_gGal-like-1 +TCONS_00021921 gene-LOC107051353_gGal-like-1 +TCONS_00021923 gene-LOC121106498_gGal-like-1 +TCONS_00021924 gene-LOC112530864_gGal-like-1 +TCONS_00021925 gene-LOC121108110_gGal-like-1 +TCONS_00021926 gene-LOC112530957_gGal-like-1 +TCONS_00021927 gene-LOC121107092_gGal-like-1 +TCONS_00021928 gene-LOC121113457_gGal-like-1 +TCONS_00021929 gene-LOC121107929_gGal-like-1 +TCONS_00021930 gene-LOC121108100_gGal-like-1 +TCONS_00021931 gene-LOC121108804_gGal-like-1 +TCONS_00021932 gene-LOC107049410_gGal-like-1 +TCONS_00021933 gene-LOC121106900_gGal-like-1 +TCONS_00021934 gene-LOC121108111_gGal-like-1 +TCONS_00021935 gene-LOC121106937_gGal-like-1 +TCONS_00021936 gene-TGFA_tGut-1 +TCONS_00021937 gene-FAM136A_tGut-like-2 +TCONS_00021938 gene-FAM136A_tGut-like-2 +TCONS_00021939 gene-SNRPG_tGut-1 +TCONS_00021940 gene-TIA1_tGut +TCONS_00021941 gene-TIA1_tGut +TCONS_00021942 gene-C22H2orf42_tGut +TCONS_00021943 gene-MRPS24_tGut +TCONS_00021944 gene-GNOT2_gGal-1 +TCONS_00021945 gene-DDX56_tGut +TCONS_00021946 gene-LOC115498164_tGut-like-2 +TCONS_00021947 gene-LOC115498090_tGut-like-1 +TCONS_00021948 gene-CIAO1_tGut-1 +TCONS_00021949 gene-SEMA4C_tGut-like-2 +TCONS_00021950 gene-SEMA3B_tGut-like-2 +TCONS_00021951 gene-ANKRD39_tGut-1 +TCONS_00021953 gene-LMAN2L_tGut +TCONS_00021952 gene-LMAN2L_tGut +TCONS_00021954 gene-KANSL3_tGut-1 +TCONS_00021958 gene-KANSL3_tGut-1 +TCONS_00021957 gene-KANSL3_tGut-1 +TCONS_00021956 gene-KANSL3_tGut-1 +TCONS_00021955 gene-KANSL3_tGut-1 +TCONS_00021961 gene-SLC4A5_tGut-1 +TCONS_00021960 gene-SLC4A5_tGut-1 +TCONS_00021959 gene-SLC4A5_tGut-1 +TCONS_00021962 gene-SLC4A5_tGut-1 +TCONS_00021963 gene-SLC4A5_tGut-1 +TCONS_00021964 gene-SLC4A5_tGut-1 +TCONS_00021965 gene-SLC4A5_tGut-1 +TCONS_00021966 gene-MOB1A_gGal +TCONS_00021967 gene-PROM2_tGut +TCONS_00021968 gene-PRNP_gGal +TCONS_00021969 gene-CDS2_tGut +TCONS_00021970 gene-CDS2_tGut +TCONS_00021971 gene-CDS2_tGut +TCONS_00021972 gene-ARHGAP25_tGut +TCONS_00021973 gene-ARHGAP25_tGut +TCONS_00021974 gene-LOC115498168_tGut-1 +TCONS_00021975 reg_15028_tGut +TCONS_00021977 reg_15028_tGut +TCONS_00021976 gene-LOC115498168_tGut-2 +TCONS_00021978 gene-LOC115498205_tGut +TCONS_00021979 gene-ANTXR1_tGut +TCONS_00021980 gene-ANXA4_tGut +TCONS_00021982 gene-GMCL1_tGut +TCONS_00021981 gene-GMCL1_tGut +TCONS_00021983 gene-ADD2_tGut-2 +TCONS_00021984 gene-SNRNP27_tGut +TCONS_00021985 gene-MXD1_gGal +TCONS_00021986 gene-MXD1_gGal +TCONS_00021988 gene-SFTPB_tGut-like-1 +TCONS_00021987 gene-SFTPB_tGut-like-1 +TCONS_00021990 gene-KCNIP3_tGut-2 +TCONS_00021989 gene-KCNIP3_tGut-2 +TCONS_00021991 gene-FAHD2A_gGal +TCONS_00021992 gene-RETSAT_tGut +TCONS_00021993 gene-DBNL_tGut-like-1 +TCONS_00021994 gene-DBNL_tGut-like-1 +TCONS_00021995 gene-AEBP1_tGut-like-1 +TCONS_00021996 gene-GNLY_gGal +TCONS_00021997 gene-YKT6_tGut +TCONS_00021998 gene-SLC20A1_tGut +TCONS_00021999 gene-NT5DC4_gGal +TCONS_00022002 gene-OGDH_tGut +TCONS_00022003 gene-OGDH_tGut +TCONS_00022001 gene-OGDH_tGut +TCONS_00022000 gene-OGDH_tGut +TCONS_00022005 gene-ZMIZ2_tGut +TCONS_00022004 gene-ZMIZ2_tGut +TCONS_00022006 gene-ZMIZ2_tGut +TCONS_00022007 gene-PPIA_tGut +TCONS_00022008 gene-CYP21A1_gGal-2 +TCONS_00022009 gene-IKBKB_gGal +TCONS_00022010 gene-IKBKB_tGut-like +TCONS_00022011 gene-AP3M2_tGut +TCONS_00022012 gene-AP3M2_tGut +TCONS_00022013 gene-AP3M2_tGut +TCONS_00022014 gene-AP3M2_tGut +TCONS_00022015 gene-GPAT4_tGut +TCONS_00022016 gene-PPP1RL_gGal +TCONS_00022017 gene-GINS4_tGut +TCONS_00022018 gene-GOLGA7_tGut-1 +TCONS_00022019 gene-TCIM_tGut +TCONS_00022020 gene-IDO2_gGal +TCONS_00022021 gene-IDO2_gGal +TCONS_00022023 gene-ADAM32_gGal +TCONS_00022022 gene-ADAM32_gGal +TCONS_00022024 gene-ADAM9_tGut +TCONS_00022025 gene-ADAM9_tGut +TCONS_00022027 gene-PLEKHA2_tGut +TCONS_00022026 gene-PLEKHA2_tGut +TCONS_00022028 gene-LOC115498225_tGut +TCONS_00022029 gene-TACC1_tGut +TCONS_00022031 gene-TACC1_tGut +TCONS_00022030 gene-TACC1_tGut +TCONS_00022034 gene-TACC1_tGut +TCONS_00022033 gene-TACC1_tGut +TCONS_00022032 gene-TACC1_tGut +TCONS_00022036 gene-LETM2_tGut +TCONS_00022035 gene-LETM2_tGut +TCONS_00022037 gene-DDHD2_tGut +TCONS_00022038 gene-BAG4_tGut +TCONS_00022040 gene-ASH2L_tGut +TCONS_00022039 gene-ASH2L_tGut +TCONS_00022041 gene-EIF4EBP1_tGut +TCONS_00022042 gene-ADGRA2_gGal +TCONS_00022043 gene-ADGRA2_gGal +TCONS_00022044 gene-ADGRA2_gGal +TCONS_00022045 gene-PLPBP_tGut +TCONS_00022046 gene-ERLIN2_tGut +TCONS_00022047 gene-ZNF703_gGal +TCONS_00022050 gene-UNC5D_tGut +TCONS_00022051 gene-UNC5D_tGut +TCONS_00022049 gene-UNC5D_tGut +TCONS_00022048 gene-UNC5D_tGut +TCONS_00022052 gene-MAK16_tGut +TCONS_00022053 gene-SLC18A1_gGal +TCONS_00022054 gene-LZTS1_tGut +TCONS_00022055 gene-GFRA2_tGut-2 +TCONS_00022056 gene-DOK2_tGut-3 +TCONS_00022057 gene-DOK2_tGut-3 +TCONS_00022058 gene-PBDC1_tGut-1 +TCONS_00022059 gene-BIN3_tGut-like-3 +TCONS_00022061 gene-BIN3_tGut-like-3 +TCONS_00022060 gene-BIN3_tGut-like-3 +TCONS_00022062 gene-PEBP4_tGut +TCONS_00022063 gene-LOXL2_tGut +TCONS_00022064 gene-ENTPD4_tGut-1 +TCONS_00022066 gene-ENTPD4_tGut-1 +TCONS_00022065 gene-ENTPD4_tGut-1 +TCONS_00022068 gene-ENTPD4_tGut-1 +TCONS_00022067 gene-ENTPD4_tGut-1 +TCONS_00022069 gene-NKX3-1_tGut-like-2 +TCONS_00022070 gene-NKX2-6_tGut +TCONS_00022071 gene-STC1_tGut +TCONS_00022072 gene-STC1_tGut +TCONS_00022074 gene-NEFL_tGut +TCONS_00022073 gene-NEFL_tGut +TCONS_00022075 gene-GNRH1_tGut +TCONS_00022076 gene-KCTD9_tGut +TCONS_00022077 gene-EBF2_tGut +TCONS_00022078 gene-EBF2_tGut +TCONS_00022079 gene-EBF2_tGut +TCONS_00022080 gene-ADRA1A_tGut +TCONS_00022081 gene-LIM2_gGal-like-10 +TCONS_00022082 gene-PCYOX1_tGut +TCONS_00022083 gene-LOC115491814_tGut-like-2 +TCONS_00022084 gene-LOC115491814_tGut-like-2 +TCONS_00022085 gene-YRDC_tGut-like-8 +TCONS_00022086 gene-TMED4_tGut-1 +TCONS_00022087 gene-TMEM127_tGut-like-5 +TCONS_00022088 gene-SEMA4C_tGut-like-2 +TCONS_00022089 gene-SEMA4C_tGut-like-2 +TCONS_00022090 gene-CNNM4_gGal +TCONS_00022091 gene-FAM189B_tGut-like-1 +TCONS_00022092 gene-ARID5A_tGut +TCONS_00022094 gene-NCAPH_tGut +TCONS_00022093 gene-NCAPH_tGut +TCONS_00022095 gene-TACR1_tGut +TCONS_00022097 gene-MTHFD2_tGut +TCONS_00022096 gene-MTHFD2_tGut +TCONS_00022098 gene-BOLA3_tGut +TCONS_00022099 gene-DGUOK_tGut +TCONS_00022100 gene-ACTG2_tGut-1 +TCONS_00022101 gene-STAMBP_gGal +TCONS_00022102 gene-STAMBP_gGal +TCONS_00022103 gene-DUSP11_tGut +TCONS_00022104 gene-LOC124417359_gGal +TCONS_00022105 gene-RASSF2_tGut-2 +TCONS_00022106 gene-SLC23A2_tGut +TCONS_00022107 gene-TMEM230_tGut +TCONS_00022108 gene-PCNA_gGal +TCONS_00022109 gene-BMP10_tGut +TCONS_00022110 gene-GKN2_tGut +TCONS_00022112 gene-GFPT1_tGut +TCONS_00022111 gene-GFPT1_tGut +TCONS_00022113 gene-GFPT1_tGut +TCONS_00022115 gene-GFPT1_tGut +TCONS_00022114 gene-GFPT1_tGut +TCONS_00022116 gene-NFU1_tGut +TCONS_00022117 gene-NFU1_tGut +TCONS_00022120 gene-AAK1_tGut +TCONS_00022119 gene-AAK1_tGut +TCONS_00022118 gene-AAK1_tGut +TCONS_00022121 gene-HK2_gGal-2 +TCONS_00022122 gene-USP39_tGut-like-2 +TCONS_00022123 gene-USP39_tGut-like-2 +TCONS_00022124 gene-C22H2orf68_tGut-2 +TCONS_00022125 gene-MAT2A_tGut +TCONS_00022126 gene-H2AFV_tGut +TCONS_00022127 gene-LOC115498214_tGut-3 +TCONS_00022128 gene-GPAT2_tGut +TCONS_00022130 gene-ELMOD3_tGut +TCONS_00022129 gene-ELMOD3_tGut +TCONS_00022131 gene-ELMOD3_tGut +TCONS_00022132 gene-ELMOD3_tGut +TCONS_00022133 gene-TGOLN2_tGut +TCONS_00022136 gene-TCF7L1_tGut +TCONS_00022135 gene-TCF7L1_tGut +TCONS_00022134 gene-TCF7L1_tGut +TCONS_00022137 gene-TCF7L1_tGut +TCONS_00022138 gene-CAPG_gGal +TCONS_00022139 gene-POLD2_tGut +TCONS_00022140 gene-POLD2_tGut +TCONS_00022141 gene-GCK_tGut +TCONS_00022143 gene-GCK_tGut +TCONS_00022142 gene-GCK_tGut +TCONS_00022144 gene-GCK_tGut +TCONS_00022147 gene-CAMK2B_tGut +TCONS_00022148 gene-CAMK2B_tGut +TCONS_00022146 gene-CAMK2B_tGut +TCONS_00022145 gene-CAMK2B_tGut +TCONS_00022149 gene-CAMK2B_tGut +TCONS_00022150 gene-NUDCD3_gGal +TCONS_00022151 gene-CKAP2L_gGal-2 +TCONS_00022152 gene-CKAP2L_gGal-2 +TCONS_00022153 gene-CKAP2L_gGal-2 +TCONS_00022154 gene-CKAP2L_gGal-2 +TCONS_00022155 gene-CKAP2L_gGal-2 +TCONS_00022156 gene-CKAP2L_gGal-2 +TCONS_00022163 gene-CKAP2L_tGut +TCONS_00022164 gene-CKAP2L_tGut +TCONS_00022165 gene-CKAP2L_tGut +TCONS_00022157 gene-CKAP2L_tGut +TCONS_00022158 gene-CKAP2L_tGut +TCONS_00022159 gene-CKAP2L_tGut +TCONS_00022160 gene-CKAP2L_tGut +TCONS_00022161 gene-CKAP2L_tGut +TCONS_00022162 gene-CKAP2L_tGut +TCONS_00022166 gene-MECR_gGal-2 +TCONS_00022168 gene-IL1B_tGut +TCONS_00022167 gene-IL1B_tGut +TCONS_00022169 gene-LOC105758783_tGut +TCONS_00022172 gene-LOC105758783_tGut +TCONS_00022171 gene-LOC105758783_tGut +TCONS_00022170 gene-LOC105758783_tGut +TCONS_00022173 gene-TAF12_tGut +TCONS_00022174 gene-CTGFL_gGal +TCONS_00022176 gene-EPB41_gGal +TCONS_00022175 gene-EPB41_gGal +TCONS_00022177 gene-EPB41_gGal +TCONS_00022182 gene-EPB41_gGal +TCONS_00022180 gene-EPB41_gGal +TCONS_00022181 gene-EPB41_gGal +TCONS_00022179 gene-EPB41_gGal +TCONS_00022178 gene-EPB41_gGal +TCONS_00022185 gene-PTPRU_tGut +TCONS_00022187 gene-PTPRU_tGut +TCONS_00022189 gene-PTPRU_tGut +TCONS_00022191 gene-PTPRU_tGut +TCONS_00022193 gene-PTPRU_tGut +TCONS_00022192 gene-PTPRU_tGut +TCONS_00022190 gene-PTPRU_tGut +TCONS_00022188 gene-PTPRU_tGut +TCONS_00022186 gene-PTPRU_tGut +TCONS_00022184 gene-PTPRU_tGut +TCONS_00022183 gene-PTPRU_tGut +TCONS_00022194 gene-LOC121107791_gGal-5 +TCONS_00022195 gene-SERINC2_tGut +TCONS_00022196 gene-SERINC2_tGut +TCONS_00022197 gene-HIVEP3_tGut +TCONS_00022198 gene-EDN2_tGut +TCONS_00022199 gene-TMIGD2_gGal-2 +TCONS_00022200 gene-BABAM1_gGal-like-2 +TCONS_00022201 gene-BABAM1_gGal-like-2 +TCONS_00022204 gene-SCMH1_tGut +TCONS_00022205 gene-SCMH1_tGut +TCONS_00022203 gene-SCMH1_tGut +TCONS_00022202 gene-SCMH1_tGut +TCONS_00022206 gene-CITED4_tGut +TCONS_00022207 gene-STX12_tGut-4 +TCONS_00022209 gene-PPP1R8_tGut +TCONS_00022208 gene-PPP1R8_tGut +TCONS_00022210 gene-RPA2_tGut +TCONS_00022211 gene-XKR8_tGut +TCONS_00022212 gene-ATP5IF1_tGut +TCONS_00022215 gene-HNRNPR_tGut +TCONS_00022214 gene-HNRNPR_tGut +TCONS_00022213 gene-HNRNPR_tGut +TCONS_00022216 gene-HTR1D_tGut +TCONS_00022217 gene-LUZP1_tGut +TCONS_00022218 gene-GJA9_gGal +TCONS_00022219 gene-MYCBP_gGal +TCONS_00022220 gene-RRAGC_tGut +TCONS_00022221 gene-POU3F1_tGut +TCONS_00022223 gene-FHL3_tGut +TCONS_00022222 gene-FHL3_tGut +TCONS_00022224 gene-FHL3_tGut +TCONS_00022225 gene-SF3A3_tGut +TCONS_00022227 gene-INPP5B_tGut +TCONS_00022226 gene-INPP5B_tGut +TCONS_00022229 gene-INPP5B_tGut +TCONS_00022228 gene-INPP5B_tGut +TCONS_00022230 gene-INPP5B_tGut +TCONS_00022232 gene-MTF1_tGut +TCONS_00022231 gene-MTF1_tGut +TCONS_00022233 gene-YRDC_tGut-like-2 +TCONS_00022234 gene-YRDC_tGut-like-2 +TCONS_00022235 gene-EPHA10_tGut +TCONS_00022236 gene-C23H1orf109_tGut +TCONS_00022237 gene-C23H1orf109_tGut +TCONS_00022238 gene-RSPO1_tGut +TCONS_00022239 gene-GNL2_tGut +TCONS_00022240 gene-SNIP1_tGut +TCONS_00022241 gene-MEAF6_tGut +TCONS_00022242 gene-MEAF6_tGut +TCONS_00022243 gene-MEAF6_tGut +TCONS_00022245 gene-MEAF6_tGut +TCONS_00022244 gene-MEAF6_tGut +TCONS_00022246 gene-MEAF6_tGut +TCONS_00022247 gene-GRIK3_tGut +TCONS_00022248 gene-CSF3R_tGut +TCONS_00022249 gene-MRPS15_tGut +TCONS_00022251 gene-OSCP1_tGut +TCONS_00022250 gene-OSCP1_tGut +TCONS_00022252 gene-OSCP1_tGut +TCONS_00022253 gene-LSM10_tGut +TCONS_00022254 gene-STK40_tGut +TCONS_00022255 gene-EVA1B_tGut +TCONS_00022257 gene-TRAPPC3_tGut +TCONS_00022256 gene-TRAPPC3_tGut +TCONS_00022258 gene-COL8A2_tGut +TCONS_00022259 gene-LOC112530225_gGal +TCONS_00022262 gene-CLSPN_tGut +TCONS_00022263 gene-CLSPN_tGut +TCONS_00022261 gene-CLSPN_tGut +TCONS_00022260 gene-CLSPN_tGut +TCONS_00022264 gene-C23H1orf216_tGut +TCONS_00022265 gene-PSMB2_tGut +TCONS_00022266 gene-KIAA0319L_tGut +TCONS_00022267 gene-KIAA0319L_tGut +TCONS_00022268 gene-KIAA0319L_tGut +TCONS_00022269 gene-KIAA0319L_tGut +TCONS_00022270 gene-IFI27L2_gGal +TCONS_00022271 gene-SFPQ_tGut +TCONS_00022272 gene-SFPQ_tGut +TCONS_00022273 gene-TMEM35B_tGut +TCONS_00022274 gene-LOC105758803_tGut-2 +TCONS_00022276 gene-DLGAP3_tGut +TCONS_00022275 gene-DLGAP3_tGut +TCONS_00022277 gene-SMIM12_gGal +TCONS_00022279 gene-SMAP2_tGut-like-2 +TCONS_00022278 gene-SMAP2_tGut-like-2 +TCONS_00022281 gene-NFYC_tGut +TCONS_00022280 gene-NFYC_tGut +TCONS_00022282 gene-NFYC_tGut +TCONS_00022285 gene-KCNQ4_tGut +TCONS_00022287 gene-KCNQ4_tGut +TCONS_00022289 gene-KCNQ4_tGut +TCONS_00022290 gene-KCNQ4_tGut +TCONS_00022288 gene-KCNQ4_tGut +TCONS_00022286 gene-KCNQ4_tGut +TCONS_00022284 gene-KCNQ4_tGut +TCONS_00022283 gene-KCNQ4_tGut +TCONS_00022291 gene-TINAGL1_tGut +TCONS_00022293 gene-KHDRBS1_tGut +TCONS_00022292 gene-KHDRBS1_tGut +TCONS_00022294 gene-TMEM39B_tGut +TCONS_00022295 gene-MARCKSL1_tGut +TCONS_00022298 gene-MTMR9LP_gGal +TCONS_00022297 gene-MTMR9LP_gGal +TCONS_00022296 gene-MTMR9LP_gGal +TCONS_00022299 gene-TMEM234_tGut +TCONS_00022300 gene-ZBTB8B_tGut +TCONS_00022301 gene-ZBTB8A_tGut +TCONS_00022302 gene-ZBTB8AL_gGal +TCONS_00022303 gene-RBBP4_tGut +TCONS_00022304 gene-KIAA1522_tGut +TCONS_00022305 gene-KIAA1522_tGut +TCONS_00022306 gene-KIAA1522_tGut +TCONS_00022307 gene-KIAA1522_tGut +TCONS_00022308 gene-KIAA1522_tGut +TCONS_00022309 gene-HPCA_tGut +TCONS_00022310 gene-AZIN2_tGut +TCONS_00022311 gene-NDUFS5_tGut-1 +TCONS_00022312 gene-NDUFS5_tGut-1 +TCONS_00022313 gene-BMP8A_gGal +TCONS_00022314 gene-LOC100218923_tGut +TCONS_00022315 gene-LOC100218923_tGut +TCONS_00022316 gene-MFSD2A_gGal +TCONS_00022317 gene-CAP1_tGut +TCONS_00022318 gene-RPL11_tGut +TCONS_00022319 gene-ELOA_tGut +TCONS_00022320 gene-ELOA_tGut +TCONS_00022321 gene-PITHD1_tGut +TCONS_00022322 gene-LYPLA2_tGut +TCONS_00022323 gene-PNRC2_tGut +TCONS_00022324 gene-GRHL3_tGut +TCONS_00022325 gene-GRHL3_tGut +TCONS_00022326 gene-GRHL3_tGut +TCONS_00022327 gene-GRHL3_tGut +TCONS_00022328 gene-GRHL3_tGut +TCONS_00022331 gene-NIPAL3_tGut +TCONS_00022330 gene-NIPAL3_tGut +TCONS_00022329 gene-NIPAL3_tGut +TCONS_00022332 gene-RCAN3_tGut +TCONS_00022333 gene-RCAN3_tGut +TCONS_00022334 gene-LOC105758789_tGut +TCONS_00022337 gene-SRRM1_tGut +TCONS_00022338 gene-SRRM1_tGut +TCONS_00022336 gene-SRRM1_tGut +TCONS_00022335 gene-SRRM1_tGut +TCONS_00022341 gene-SRRM1_tGut +TCONS_00022340 gene-SRRM1_tGut +TCONS_00022339 gene-SRRM1_tGut +TCONS_00022342 gene-CLIC4_tGut +TCONS_00022343 gene-CLIC4_tGut +TCONS_00022344 gene-SYF2_tGut +TCONS_00022345 gene-TMEM50A_tGut +TCONS_00022346 gene-MACO1_tGut +TCONS_00022347 gene-MACO1_tGut +TCONS_00022348 gene-MACO1_tGut +TCONS_00022349 gene-MACO1_tGut +TCONS_00022350 gene-LDLRAP1_tGut-like-3 +TCONS_00022351 gene-MAN1C1_tGut +TCONS_00022353 gene-MTFR1L_tGut +TCONS_00022352 gene-MTFR1L_tGut +TCONS_00022354 gene-EXTL1_tGut +TCONS_00022355 gene-EXTL1_tGut +TCONS_00022356 gene-PDIK1L_tGut +TCONS_00022357 gene-PDIK1L_tGut +TCONS_00022358 gene-FAM110D_tGut +TCONS_00022359 gene-ZNF593_tGut-like-6 +TCONS_00022362 gene-CNKSR1_tGut +TCONS_00022361 gene-CNKSR1_tGut +TCONS_00022360 gene-CNKSR1_tGut +TCONS_00022363 gene-CEP85_tGut +TCONS_00022364 gene-CEP85_tGut +TCONS_00022365 gene-CEP85_tGut +TCONS_00022366 gene-SH3BGRL3_tGut +TCONS_00022367 gene-LIN28A_tGut +TCONS_00022368 gene-DHDDS_tGut +TCONS_00022369 gene-HMGN2_tGut +TCONS_00022370 gene-RPS6KA1_tGut-like-1 +TCONS_00022373 gene-RPS6KA1_tGut-like-1 +TCONS_00022372 gene-RPS6KA1_tGut-like-1 +TCONS_00022371 gene-RPS6KA1_tGut-like-1 +TCONS_00022375 gene-RPS6KA1_tGut-like-1 +TCONS_00022374 gene-RPS6KA1_tGut-like-1 +TCONS_00022376 gene-RPS6KA1_tGut-like-1 +TCONS_00022377 gene-RPS6KA1_tGut-like-1 +TCONS_00022378 gene-RPS6KA1_tGut-like-1 +TCONS_00022379 gene-RPS6KA1_tGut-like-1 +TCONS_00022381 gene-ARID1A_tGut +TCONS_00022380 gene-ARID1A_tGut +TCONS_00022382 gene-ARID1A_tGut +TCONS_00022383 gene-PIGV_tGut +TCONS_00022384 gene-PIGV_tGut +TCONS_00022386 gene-ZDHHC18_tGut-3 +TCONS_00022385 gene-ZDHHC18_tGut-3 +TCONS_00022387 gene-ZDHHC18_tGut-3 +TCONS_00022388 gene-SFN_tGut +TCONS_00022389 gene-NUDC_tGut +TCONS_00022390 gene-NUDC_tGut +TCONS_00022391 gene-TRNP1_gGal-like-6 +TCONS_00022392 gene-WDTC1_tGut +TCONS_00022393 gene-TMEM222_tGut-1 +TCONS_00022395 gene-SYTL1_tGut +TCONS_00022394 gene-SYTL1_tGut +TCONS_00022396 gene-SYTL1_tGut +TCONS_00022397 gene-LOC100218918_tGut +TCONS_00022398 gene-LOC100218918_tGut +TCONS_00022400 gene-FAM76A_gGal +TCONS_00022399 gene-FAM76A_gGal +TCONS_00022401 gene-SESN2_tGut +TCONS_00022402 gene-PHACTR4_tGut +TCONS_00022403 gene-RCC1_tGut +TCONS_00022404 gene-YTHDF2_tGut +TCONS_00022405 gene-YTHDF2_tGut +TCONS_00022407 gene-GMEB1_tGut +TCONS_00022406 gene-GMEB1_tGut +TCONS_00022408 gene-RAB42_gGal +TCONS_00022409 gene-TRNAU1AP_gGal +TCONS_00022410 gene-TMEM200B_tGut +TCONS_00022411 gene-L3MBTL4_gGal +TCONS_00022413 gene-L3MBTL4_gGal +TCONS_00022412 gene-L3MBTL4_gGal +TCONS_00022414 gene-L3MBTL4_gGal +TCONS_00022415 gene-SRSF4_tGut +TCONS_00022416 gene-SRSF4_tGut +TCONS_00022417 gene-MECR_tGut +TCONS_00022418 gene-MECR_tGut +TCONS_00022419 gene-MATN1_tGut +TCONS_00022420 gene-LAPTM5_tGut +TCONS_00022421 gene-LAPTM5_tGut +TCONS_00022422 gene-SDC3_tGut-1 +TCONS_00022423 gene-SDC3_tGut-1 +TCONS_00022424 gene-PUM1_tGut +TCONS_00022428 gene-PUM1_tGut +TCONS_00022429 gene-PUM1_tGut +TCONS_00022427 gene-PUM1_tGut +TCONS_00022426 gene-PUM1_tGut +TCONS_00022425 gene-PUM1_tGut +TCONS_00022430 gene-NKAIN1_tGut +TCONS_00022431 gene-NKAIN1_tGut +TCONS_00022432 gene-SNRNP40_gGal +TCONS_00022433 gene-FABP3_tGut +TCONS_00022434 gene-PNPLA6_gGal-like-6 +TCONS_00022435 gene-FOXO6_tGut +TCONS_00022436 gene-FOXO6_tGut +TCONS_00022437 gene-CTPS1_tGut +TCONS_00022438 gene-CTPS1_tGut +TCONS_00022439 gene-SMPDL3B_tGut +TCONS_00022440 gene-EYA3_tGut +TCONS_00022442 gene-EYA3_tGut +TCONS_00022441 gene-EYA3_tGut +TCONS_00022443 gene-DNAJC8_tGut +TCONS_00022444 gene-ZMPSTE24_tGut +TCONS_00022445 gene-ZMPSTE24_tGut +TCONS_00022446 gene-RLF_tGut +TCONS_00022447 gene-LOC115498248_tGut +TCONS_00022448 gene-UTP11_tGut-1 +TCONS_00022449 gene-CDCA8_tGut +TCONS_00022451 gene-CDCA8_tGut +TCONS_00022450 gene-CDCA8_tGut +TCONS_00022452 gene-DNALI1_tGut +TCONS_00022453 gene-ZC3H12A_tGut +TCONS_00022454 gene-THRAP3_tGut +TCONS_00022455 gene-MAP7D1_tGut +TCONS_00022458 gene-MAP7D1_tGut +TCONS_00022457 gene-MAP7D1_tGut +TCONS_00022456 gene-MAP7D1_tGut +TCONS_00022459 gene-LOC100221865_tGut +TCONS_00022460 gene-LOC107054986_gGal-2 +TCONS_00022461 gene-ADPRS_tGut +TCONS_00022462 gene-TEKT2_tGut +TCONS_00022463 gene-AGO3_tGut +TCONS_00022464 gene-AGO1_gGal +TCONS_00022465 gene-AGO1_gGal +TCONS_00022466 gene-AGO4_gGal +TCONS_00022467 gene-AGO4_gGal +TCONS_00022469 gene-TFAP2E_tGut +TCONS_00022468 gene-TFAP2E_tGut +TCONS_00022470 gene-NCDN_tGut +TCONS_00022471 gene-ZMYM4_tGut +TCONS_00022472 gene-ZMYM4_tGut +TCONS_00022473 gene-GJA4_tGut +TCONS_00022474 gene-GJB3_tGut +TCONS_00022475 gene-GJB5_gGal +TCONS_00022476 gene-COL9A2_tGut-like-1 +TCONS_00022477 gene-COL9A2_tGut-like-1 +TCONS_00022478 gene-PEF1_tGut-2 +TCONS_00022481 gene-COL16A1_tGut +TCONS_00022482 gene-COL16A1_tGut +TCONS_00022480 gene-COL16A1_tGut +TCONS_00022479 gene-COL16A1_tGut +TCONS_00022484 gene-ADGRB2_tGut +TCONS_00022483 gene-ADGRB2_tGut +TCONS_00022485 gene-PTP4A2_tGut +TCONS_00022486 gene-PTP4A2_tGut +TCONS_00022487 gene-HDAC1_tGut +TCONS_00022489 gene-LCK_tGut +TCONS_00022488 gene-LCK_tGut +TCONS_00022490 gene-FAM167B_gGal +TCONS_00022491 gene-EIF3I_tGut +TCONS_00022492 gene-IQCC_gGal +TCONS_00022493 gene-CCDC28B_gGal +TCONS_00022494 gene-TXLNA_tGut +TCONS_00022495 gene-TXLNA_tGut +TCONS_00022496 gene-KPNA6_tGut +TCONS_00022497 gene-BSDC1_gGal +TCONS_00022498 gene-ZBTB8OS_tGut +TCONS_00022499 gene-YARS1_tGut +TCONS_00022500 gene-FNDC5_tGut +TCONS_00022501 gene-RNF19B_tGut +TCONS_00022502 gene-AK2_tGut +TCONS_00022503 gene-AK2_tGut +TCONS_00022504 gene-PPIE_tGut +TCONS_00022505 gene-PABPC4_tGut +TCONS_00022506 gene-PABPC4_tGut +TCONS_00022507 gene-HEYL_tGut +TCONS_00022508 gene-NT5C1A_tGut +TCONS_00022509 gene-NT5C1A_tGut +TCONS_00022510 gene-NT5C1A_tGut +TCONS_00022511 gene-HPCAL4_tGut +TCONS_00022513 gene-TRIT1_tGut-like-1 +TCONS_00022512 gene-TRIT1_tGut-like-1 +TCONS_00022514 gene-TRIT1_tGut-like-1 +TCONS_00022515 gene-MYCL_tGut +TCONS_00022516 gene-PPT1_tGut +TCONS_00022517 gene-GALE_tGut +TCONS_00022518 gene-GALE_tGut +TCONS_00022519 gene-HMGCL_tGut +TCONS_00022520 gene-HMGCL_tGut +TCONS_00022521 gene-HMGCL_tGut +TCONS_00022522 gene-HMGCL_tGut +TCONS_00022523 gene-FUCA1_tGut +TCONS_00022524 gene-FUCA1_tGut +TCONS_00022525 gene-FUCA1_tGut +TCONS_00022526 gene-SRSF10_tGut +TCONS_00022528 gene-SRSF10_tGut +TCONS_00022527 gene-SRSF10_tGut +TCONS_00022529 gene-LBFABP_gGal +TCONS_00022530 gene-IL22RA1_tGut +TCONS_00022531 gene-IL22RA1_tGut +TCONS_00022532 gene-IFNLR1_tGut +TCONS_00022533 gene-IFNLR1_tGut +TCONS_00022534 gene-RUNX3_tGut +TCONS_00022535 gene-RSRP1_tGut +TCONS_00022536 gene-RSRP1_tGut +TCONS_00022537 gene-RSRP1_tGut +TCONS_00022538 gene-RHCE_tGut +TCONS_00022539 gene-PAQR7_gGal +TCONS_00022540 gene-STMN1_tGut +TCONS_00022541 gene-PAFAH2_gGal +TCONS_00022542 gene-PAFAH2_gGal +TCONS_00022543 gene-PAFAH2_gGal +TCONS_00022544 gene-SLC30A2_tGut +TCONS_00022546 gene-TRIM63_tGut +TCONS_00022545 gene-TRIM63_tGut +TCONS_00022547 gene-C23H1orf232_tGut-like-1 +TCONS_00022548 gene-UBXN11_tGut +TCONS_00022550 gene-UBXN11_tGut +TCONS_00022549 gene-UBXN11_tGut +TCONS_00022551 gene-CRYBG2_tGut +TCONS_00022552 gene-GPN2_tGut +TCONS_00022553 gene-GPATCH3_gGal +TCONS_00022554 gene-NR0B2_tGut +TCONS_00022555 gene-KDF1_tGut +TCONS_00022556 gene-TENT5B_tGut +TCONS_00022557 gene-SLC9A1_tGut +TCONS_00022558 gene-WASF2_tGut +TCONS_00022559 gene-AHDC1_gGal +TCONS_00022560 gene-AHDC1_gGal +TCONS_00022561 gene-AHDC1_gGal +TCONS_00022562 gene-AHDC1_gGal +TCONS_00022565 gene-FGR_tGut +TCONS_00022564 gene-FGR_tGut +TCONS_00022563 gene-FGR_tGut +TCONS_00022566 gene-FGR_tGut +TCONS_00022567 gene-OPRD1_tGut +TCONS_00022568 gene-TCEA3_tGut +TCONS_00022569 gene-ASAP3_tGut +TCONS_00022570 gene-E2F2_tGut +TCONS_00022571 gene-E2F2_tGut +TCONS_00022572 gene-ID3_tGut +TCONS_00022575 gene-APLP2_tGut +TCONS_00022577 gene-APLP2_tGut +TCONS_00022579 gene-APLP2_tGut +TCONS_00022580 gene-APLP2_tGut +TCONS_00022578 gene-APLP2_tGut +TCONS_00022576 gene-APLP2_tGut +TCONS_00022574 gene-APLP2_tGut +TCONS_00022573 gene-APLP2_tGut +TCONS_00022582 gene-ARHGAP32_tGut +TCONS_00022581 gene-ARHGAP32_tGut +TCONS_00022583 gene-ARHGAP32_tGut +TCONS_00022584 gene-ARHGAP32_tGut +TCONS_00022585 gene-ARHGAP32_tGut +TCONS_00022586 gene-ARHGAP32_tGut +TCONS_00022587 gene-ARHGAP32_tGut +TCONS_00022588 gene-ARHGAP32_tGut +TCONS_00022589 gene-ARHGAP32_tGut +TCONS_00022590 gene-ARHGAP32_tGut +TCONS_00022591 gene-ARHGAP32_tGut +TCONS_00022592 gene-ARHGAP32_tGut +TCONS_00022593 gene-KCNJ1_tGut +TCONS_00022594 gene-ETS1_gGal +TCONS_00022595 gene-ETS1_gGal +TCONS_00022596 gene-ETS1_gGal +TCONS_00022599 gene-KIRREL3_tGut +TCONS_00022600 gene-KIRREL3_tGut +TCONS_00022598 gene-KIRREL3_tGut +TCONS_00022597 gene-KIRREL3_tGut +TCONS_00022601 gene-KIRREL3_tGut +TCONS_00022602 gene-FAM118B_tGut +TCONS_00022603 gene-FAM118B_tGut +TCONS_00022604 gene-FAM118B_tGut +TCONS_00022605 gene-FAM118B_tGut +TCONS_00022607 gene-FOXRED1_tGut +TCONS_00022606 gene-FOXRED1_tGut +TCONS_00022608 gene-EI24_tGut +TCONS_00022609 gene-STT3A_tGut +TCONS_00022611 gene-CHEK1_tGut +TCONS_00022610 gene-CHEK1_tGut +TCONS_00022613 gene-PUS3_tGut +TCONS_00022612 gene-PUS3_tGut +TCONS_00022614 gene-RPUSD4_tGut +TCONS_00022615 gene-PANX3_tGut +TCONS_00022616 gene-PANX3_tGut +TCONS_00022617 gene-SPA17_tGut-1 +TCONS_00022618 gene-NRGN_gGal +TCONS_00022619 gene-NRGN_gGal +TCONS_00022620 gene-ROBO3_tGut +TCONS_00022623 gene-ROBO3_tGut +TCONS_00022622 gene-ROBO3_tGut +TCONS_00022621 gene-ROBO3_tGut +TCONS_00022624 gene-CCDC15_tGut +TCONS_00022625 gene-SLC37A2_tGut-like-5 +TCONS_00022626 gene-SLC37A2_tGut-like-5 +TCONS_00022627 gene-SLC37A2_tGut-like-5 +TCONS_00022628 gene-PKNOX2_tGut +TCONS_00022629 gene-ADAMTS15_tGut +TCONS_00022630 gene-NTM_gGal +TCONS_00022632 gene-NTM_gGal +TCONS_00022631 gene-NTM_gGal +TCONS_00022637 gene-NTM_gGal +TCONS_00022635 gene-NTM_gGal +TCONS_00022636 gene-NTM_gGal +TCONS_00022634 gene-NTM_gGal +TCONS_00022633 gene-NTM_gGal +TCONS_00022638 gene-JAM3_tGut +TCONS_00022639 gene-JAM3_tGut +TCONS_00022640 gene-VPS26B_tGut +TCONS_00022641 gene-ACAD8_tGut-1 +TCONS_00022643 gene-GLB1L2_gGal +TCONS_00022642 gene-GLB1L2_gGal +TCONS_00022645 gene-GLB1L2_gGal +TCONS_00022644 gene-GLB1L2_gGal +TCONS_00022646 gene-LOC115498346_tGut +TCONS_00022647 gene-LOC115498346_tGut +TCONS_00022648 gene-LOC115498346_tGut +TCONS_00022649 gene-CLMP_gGal +TCONS_00022650 gene-HSPA8_tGut +TCONS_00022651 gene-BSX_tGut +TCONS_00022654 gene-TRIM29_tGut +TCONS_00022653 gene-TRIM29_tGut +TCONS_00022652 gene-TRIM29_tGut +TCONS_00022657 gene-TRIM29_tGut +TCONS_00022658 gene-TRIM29_tGut +TCONS_00022656 gene-TRIM29_tGut +TCONS_00022655 gene-TRIM29_tGut +TCONS_00022659 gene-NECTIN1_tGut +TCONS_00022660 gene-NECTIN1_tGut +TCONS_00022661 gene-NECTIN1_tGut +TCONS_00022662 gene-THY1_gGal +TCONS_00022663 gene-THY1_gGal +TCONS_00022664 gene-USP2_tGut +TCONS_00022665 gene-MFRP_gGal +TCONS_00022666 gene-C1QTNF5_tGut +TCONS_00022667 gene-MCAM_tGut +TCONS_00022668 gene-MCAM_tGut +TCONS_00022669 gene-C24H11orf53_tGut +TCONS_00022670 gene-LOC115498337_tGut +TCONS_00022671 gene-LOC101748511_gGal +TCONS_00022672 gene-LOC101748511_gGal +TCONS_00022673 gene-LOC101748511_gGal +TCONS_00022675 gene-SIK2_tGut +TCONS_00022674 gene-SIK2_tGut +TCONS_00022676 gene-HSPB2_tGut +TCONS_00022677 gene-C24H11orf52_tGut +TCONS_00022678 gene-DIXDC1_tGut-1 +TCONS_00022679 gene-DIXDC1_tGut-1 +TCONS_00022680 gene-DLAT_tGut-3 +TCONS_00022681 gene-NKAPD1_tGut +TCONS_00022682 gene-NKAPD1_tGut +TCONS_00022683 gene-SDHD_tGut +TCONS_00022684 gene-SDHD_tGut +TCONS_00022685 gene-TEX12_tGut +TCONS_00022687 gene-BCO2_gGal +TCONS_00022686 gene-BCO2_gGal +TCONS_00022688 gene-BCO2_gGal +TCONS_00022689 gene-BCO2_gGal +TCONS_00022690 gene-BCO2_gGal +TCONS_00022691 gene-BCO2_gGal +TCONS_00022692 gene-BCO2_gGal +TCONS_00022693 gene-PTS_tGut +TCONS_00022694 gene-PTS_tGut +TCONS_00022696 gene-NCAM1_tGut +TCONS_00022695 gene-NCAM1_tGut +TCONS_00022697 gene-TTC12_tGut +TCONS_00022698 gene-LOC101749220_gGal +TCONS_00022699 gene-ANKK1_tGut +TCONS_00022700 gene-CD3D_gGal +TCONS_00022701 gene-MPZL2_tGut +TCONS_00022702 gene-MPZL2_tGut +TCONS_00022703 gene-MPZL3_gGal +TCONS_00022704 gene-JAML_tGut +TCONS_00022705 gene-JAML_tGut +TCONS_00022706 gene-SCN4B_tGut +TCONS_00022707 gene-SMIM35_tGut +TCONS_00022710 gene-TMPRSS13_tGut +TCONS_00022711 gene-TMPRSS13_tGut +TCONS_00022709 gene-TMPRSS13_tGut +TCONS_00022708 gene-TMPRSS13_tGut +TCONS_00022712 gene-TMPRSS13_tGut +TCONS_00022713 gene-FXYD6_tGut +TCONS_00022714 gene-FXYD2_gGal +TCONS_00022715 gene-DSCAML1_tGut +TCONS_00022716 gene-BACE1_tGut +TCONS_00022717 gene-PCSK7_tGut-like-1 +TCONS_00022719 gene-SIK3_tGut +TCONS_00022718 gene-SIK3_tGut +TCONS_00022720 gene-SIK3_tGut +TCONS_00022722 gene-APOA1_tGut +TCONS_00022721 gene-APOA1_tGut +TCONS_00022723 gene-APOA4_tGut +TCONS_00022724 gene-APOA5_gGal +TCONS_00022726 gene-ZPR1_tGut-like-1 +TCONS_00022725 gene-ZPR1_tGut-like-1 +TCONS_00022729 gene-BUD13_tGut-like-2 +TCONS_00022731 gene-BUD13_tGut-like-2 +TCONS_00022733 gene-BUD13_tGut-like-2 +TCONS_00022732 gene-BUD13_tGut-like-2 +TCONS_00022730 gene-BUD13_tGut-like-2 +TCONS_00022728 gene-BUD13_tGut-like-2 +TCONS_00022727 gene-BUD13_tGut-like-2 +TCONS_00022736 gene-CADM1_tGut-2 +TCONS_00022738 gene-CADM1_tGut-2 +TCONS_00022740 gene-CADM1_tGut-2 +TCONS_00022741 gene-CADM1_tGut-2 +TCONS_00022739 gene-CADM1_tGut-2 +TCONS_00022737 gene-CADM1_tGut-2 +TCONS_00022735 gene-CADM1_tGut-2 +TCONS_00022734 gene-CADM1_tGut-2 +TCONS_00022742 gene-ZBTB16_tGut +TCONS_00022744 gene-USP28_tGut +TCONS_00022743 gene-USP28_tGut +TCONS_00022749 gene-USP28_tGut +TCONS_00022751 gene-USP28_tGut +TCONS_00022750 gene-USP28_tGut +TCONS_00022748 gene-USP28_tGut +TCONS_00022747 gene-USP28_tGut +TCONS_00022746 gene-USP28_tGut +TCONS_00022745 gene-USP28_tGut +TCONS_00022752 gene-LOC100222418_tGut +TCONS_00022753 gene-UBE4A_tGut +TCONS_00022754 gene-ATP5MG_tGut +TCONS_00022755 gene-KMT2A_tGut +TCONS_00022757 gene-KMT2A_tGut +TCONS_00022756 gene-KMT2A_tGut +TCONS_00022758 gene-KMT2A_tGut +TCONS_00022759 gene-TTC36_tGut +TCONS_00022760 gene-ARCN1_tGut +TCONS_00022763 gene-PHLDB1_gGal +TCONS_00022765 gene-PHLDB1_gGal +TCONS_00022767 gene-PHLDB1_gGal +TCONS_00022769 gene-PHLDB1_gGal +TCONS_00022771 gene-PHLDB1_gGal +TCONS_00022773 gene-PHLDB1_gGal +TCONS_00022775 gene-PHLDB1_gGal +TCONS_00022776 gene-PHLDB1_gGal +TCONS_00022774 gene-PHLDB1_gGal +TCONS_00022772 gene-PHLDB1_gGal +TCONS_00022770 gene-PHLDB1_gGal +TCONS_00022768 gene-PHLDB1_gGal +TCONS_00022766 gene-PHLDB1_gGal +TCONS_00022764 gene-PHLDB1_gGal +TCONS_00022762 gene-PHLDB1_gGal +TCONS_00022761 gene-PHLDB1_gGal +TCONS_00022777 gene-PHLDB1_gGal +TCONS_00022778 gene-HYOU1_tGut +TCONS_00022780 gene-SLC37A4_gGal +TCONS_00022779 gene-SLC37A4_gGal +TCONS_00022781 gene-RPS25_tGut +TCONS_00022783 gene-DDX6_tGut +TCONS_00022782 gene-DDX6_tGut +TCONS_00022786 gene-VPS11_tGut +TCONS_00022785 gene-VPS11_tGut +TCONS_00022784 gene-VPS11_tGut +TCONS_00022788 gene-HMBS_tGut +TCONS_00022787 gene-HMBS_tGut +TCONS_00022790 gene-HMBS_tGut +TCONS_00022789 gene-HMBS_tGut +TCONS_00022791 gene-HMBS_tGut +TCONS_00022794 gene-C2CD2L_tGut +TCONS_00022795 gene-C2CD2L_tGut +TCONS_00022793 gene-C2CD2L_tGut +TCONS_00022792 gene-C2CD2L_tGut +TCONS_00022796 gene-C2CD2L_tGut +TCONS_00022797 gene-C2CD2L_tGut +TCONS_00022798 gene-ST14_tGut-1 +TCONS_00022799 gene-ST14_tGut-1 +TCONS_00022800 gene-ST14_tGut-1 +TCONS_00022801 gene-ST14_tGut-1 +TCONS_00022803 gene-NFRKB_tGut +TCONS_00022802 gene-NFRKB_tGut +TCONS_00022804 gene-PRDM10_tGut +TCONS_00022808 gene-PRDM10_tGut +TCONS_00022809 gene-PRDM10_tGut +TCONS_00022807 gene-PRDM10_tGut +TCONS_00022806 gene-PRDM10_tGut +TCONS_00022805 gene-PRDM10_tGut +TCONS_00022810 gene-TMEM45L_gGal +TCONS_00022811 gene-TMEM45L_gGal +TCONS_00022813 gene-TMEM45A_gGal +TCONS_00022812 gene-TMEM45A_gGal +TCONS_00022814 gene-BARX2_tGut +TCONS_00022815 gene-KCNJ5_tGut +TCONS_00022816 gene-FLI1_tGut +TCONS_00022817 gene-FLI1_tGut +TCONS_00022819 gene-FLI1_tGut +TCONS_00022818 gene-FLI1_tGut +TCONS_00022820 gene-ST3GAL4_tGut +TCONS_00022821 gene-ST3GAL4_tGut +TCONS_00022822 gene-DCPS_tGut +TCONS_00022823 gene-TIRAP_gGal +TCONS_00022824 gene-SRPRA_tGut +TCONS_00022825 gene-VSIG10L2_tGut +TCONS_00022826 gene-VSIG10L2_tGut +TCONS_00022827 gene-HYLS1_tGut +TCONS_00022828 gene-ESAM_tGut +TCONS_00022829 gene-ESAM_tGut +TCONS_00022831 gene-MSANTD2_tGut +TCONS_00022830 gene-MSANTD2_tGut +TCONS_00022833 gene-ROBO4_gGal +TCONS_00022832 gene-ROBO4_gGal +TCONS_00022836 gene-HEPACAM_tGut +TCONS_00022835 gene-HEPACAM_tGut +TCONS_00022834 gene-HEPACAM_tGut +TCONS_00022837 gene-TMEM218_tGut +TCONS_00022838 gene-FEZ1_tGut +TCONS_00022840 gene-ZBTB44_tGut +TCONS_00022839 gene-ZBTB44_tGut +TCONS_00022841 gene-ADAMTS8_tGut +TCONS_00022842 gene-SNX19_tGut +TCONS_00022843 gene-SNX19_tGut +TCONS_00022844 gene-SNX19_tGut +TCONS_00022846 gene-OPCML_gGal +TCONS_00022845 gene-OPCML_gGal +TCONS_00022847 gene-OPCML_gGal +TCONS_00022849 gene-IGSF9B_tGut +TCONS_00022848 gene-IGSF9B_tGut +TCONS_00022850 gene-NCAPD3_tGut +TCONS_00022851 gene-NCAPD3_tGut +TCONS_00022852 gene-THYN1_gGal +TCONS_00022853 gene-B3GAT1_tGut +TCONS_00022857 gene-B3GAT1_tGut +TCONS_00022856 gene-B3GAT1_tGut +TCONS_00022855 gene-B3GAT1_tGut +TCONS_00022854 gene-B3GAT1_tGut +TCONS_00022858 gene-LOC107055037_gGal +TCONS_00022859 gene-LOC124417386_gGal +TCONS_00022860 gene-LOC419741_gGal +TCONS_00022861 gene-ATP12A_tGut +TCONS_00022862 gene-GRAMD1B_tGut +TCONS_00022864 gene-GRAMD1B_tGut +TCONS_00022863 gene-GRAMD1B_tGut +TCONS_00022870 gene-GRAMD1B_tGut +TCONS_00022872 gene-GRAMD1B_tGut +TCONS_00022874 gene-GRAMD1B_tGut +TCONS_00022875 gene-GRAMD1B_tGut +TCONS_00022873 gene-GRAMD1B_tGut +TCONS_00022871 gene-GRAMD1B_tGut +TCONS_00022869 gene-GRAMD1B_tGut +TCONS_00022867 gene-GRAMD1B_tGut +TCONS_00022868 gene-GRAMD1B_tGut +TCONS_00022866 gene-GRAMD1B_tGut +TCONS_00022865 gene-GRAMD1B_tGut +TCONS_00022876 gene-JHY_tGut +TCONS_00022877 gene-CRTAM_tGut +TCONS_00022878 gene-UBASH3B_tGut +TCONS_00022879 gene-SORL1_tGut +TCONS_00022880 gene-SORL1_tGut +TCONS_00022881 gene-SC5D_tGut +TCONS_00022882 gene-TECTA_gGal +TCONS_00022883 gene-TECTA_gGal +TCONS_00022884 gene-TBCEL_tGut +TCONS_00022885 gene-GRIK4_tGut +TCONS_00022886 gene-ARHGEF12_tGut +TCONS_00022887 gene-ARHGEF12_tGut +TCONS_00022889 gene-ARHGEF12_tGut +TCONS_00022888 gene-ARHGEF12_tGut +TCONS_00022890 gene-TMEM136_gGal +TCONS_00022891 gene-TMEM136-1_gGal +TCONS_00022892 gene-TMEM136-1_gGal +TCONS_00022895 gene-POU2F3_tGut +TCONS_00022894 gene-POU2F3_tGut +TCONS_00022893 gene-POU2F3_tGut +TCONS_00022896 gene-OAF_tGut +TCONS_00022898 gene-OAF_tGut +TCONS_00022897 gene-OAF_tGut +TCONS_00022899 gene-RNF26_tGut +TCONS_00022900 gene-CBL_tGut +TCONS_00022901 gene-PDZD3_gGal +TCONS_00022902 gene-PDZD3_gGal +TCONS_00022903 gene-PDZD3_gGal +TCONS_00022904 gene-PDZD3_gGal +TCONS_00022905 gene-NLRX1_tGut +TCONS_00022906 gene-NLRX1_tGut +TCONS_00022907 gene-ABCG4_tGut +TCONS_00022908 gene-LOC101751717_gGal +TCONS_00022910 gene-HINFP_gGal +TCONS_00022909 gene-HINFP_gGal +TCONS_00022911 gene-NFKBID_tGut +TCONS_00022912 gene-POU2AF1_tGut +TCONS_00022913 gene-BTG4_tGut +TCONS_00022914 gene-ALG9_tGut-like-1 +TCONS_00022915 gene-ALG9_tGut-like-1 +TCONS_00022916 gene-FDXACB1_tGut +TCONS_00022917 gene-FDXACB1_tGut +TCONS_00022918 gene-CRYAB_tGut +TCONS_00022920 gene-IL18_tGut +TCONS_00022919 gene-IL18_tGut +TCONS_00022922 gene-IL18_tGut +TCONS_00022921 gene-IL18_tGut +TCONS_00022923 gene-PLET1_gGal +TCONS_00022925 gene-DRD2_tGut +TCONS_00022924 gene-DRD2_tGut +TCONS_00022926 gene-ZW10_tGut +TCONS_00022927 gene-CD3E_tGut +TCONS_00022928 gene-TMPRSS4_tGut-2 +TCONS_00022929 gene-IL10RA_tGut +TCONS_00022931 gene-RNF214_tGut-2 +TCONS_00022930 gene-RNF214_tGut-2 +TCONS_00022933 gene-RNF214_tGut-2 +TCONS_00022932 gene-RNF214_tGut-2 +TCONS_00022934 gene-TAGLN_tGut-like-1 +TCONS_00022937 gene-SIDT2_tGut +TCONS_00022936 gene-SIDT2_tGut +TCONS_00022935 gene-SIDT2_tGut +TCONS_00022938 gene-PAFAH1B2_tGut +TCONS_00022939 gene-PAFAH1B2_tGut +TCONS_00022940 gene-APOC3_tGut-2 +TCONS_00022941 gene-REXO2_tGut +TCONS_00022942 gene-RBM7_tGut +TCONS_00022943 gene-RBM7_tGut +TCONS_00022944 gene-HTR3A_gGal +TCONS_00022945 gene-CLDN25_tGut +TCONS_00022946 gene-IFT46_tGut-1 +TCONS_00022947 gene-TRAPPC4_tGut +TCONS_00022948 gene-CENATAC_tGut +TCONS_00022949 gene-CXCR5_tGut +TCONS_00022950 gene-CXCR5_tGut +TCONS_00022951 gene-H2AFX_gGal +TCONS_00022952 gene-DPAGT1_tGut +TCONS_00022953 gene-DPAGT1_tGut +TCONS_00022954 gene-LOC100221315_tGut-2 +TCONS_00022955 gene-EXOC3L2_tGut-like-7 +TCONS_00022956 gene-TDRKH_tGut-like-1 +TCONS_00022957 gene-TDRKH_tGut-like-1 +TCONS_00022958 gene-TDRKH_tGut-like-1 +TCONS_00022959 gene-MRPL9_tGut-like-4 +TCONS_00022960 gene-LOC121108150_gGal-like-17 +TCONS_00022961 gene-LOC121108150_gGal-like-17 +TCONS_00022962 gene-DEDD_tGut-1 +TCONS_00022963 gene-DEDD_tGut-1 +TCONS_00022964 gene-OPA3_tGut-like-18 +TCONS_00022965 gene-NIT1_tGut-like-1 +TCONS_00022966 gene-NIT1_tGut-like-1 +TCONS_00022967 gene-PFDN2_tGut-like-2 +TCONS_00022968 gene-SSC4D_gGal +TCONS_00022969 gene-EML3_gGal-like-4 +TCONS_00022970 gene-LRTOMT_gGal-1 +TCONS_00022971 gene-LOC121108245_gGal-like-7 +TCONS_00022972 gene-F11R_tGut-1 +TCONS_00022973 gene-ARHGAP30_tGut-like-5 +TCONS_00022974 gene-ARHGAP30_tGut-like-5 +TCONS_00022975 gene-NECTIN4_tGut-like-2 +TCONS_00022976 gene-NECTIN4_tGut-like-2 +TCONS_00022977 gene-B4GALT3_tGut-like-3 +TCONS_00022978 gene-USP21_tGut-2 +TCONS_00022980 gene-TOMM40L_tGut-like-2 +TCONS_00022979 gene-TOMM40L_tGut-like-2 +TCONS_00022981 gene-TOMM40L_tGut-like-2 +TCONS_00022982 gene-LIX1L_tGut +TCONS_00022983 gene-RBM8A_tGut +TCONS_00022984 gene-POLR3GL_tGut +TCONS_00022985 gene-BOLA1_tGut +TCONS_00022986 gene-VPS45_tGut +TCONS_00022987 gene-VPS45_tGut +TCONS_00022988 gene-PLEKHO1_tGut +TCONS_00022989 gene-APH1A_tGut-like-1 +TCONS_00022990 gene-CIART_tGut +TCONS_00022991 gene-MRPS21_tGut +TCONS_00022992 gene-PRPF3_tGut +TCONS_00022993 gene-PRPF3_tGut +TCONS_00022996 gene-RPRD2_tGut +TCONS_00022997 gene-RPRD2_tGut +TCONS_00022995 gene-RPRD2_tGut +TCONS_00022994 gene-RPRD2_tGut +TCONS_00022998 gene-TARS2_tGut +TCONS_00022999 gene-TARS2_tGut +TCONS_00023000 gene-CGN_tGut-like-1 +TCONS_00023003 gene-TUFT1_tGut +TCONS_00023002 gene-TUFT1_tGut +TCONS_00023001 gene-TUFT1_tGut +TCONS_00023004 gene-SNX27_tGut-like-1 +TCONS_00023005 gene-SELENBP1_gGal +TCONS_00023006 gene-SELENBP1_gGal +TCONS_00023007 gene-LOC121471136_tGut-like-1 +TCONS_00023008 gene-LOC121471136_tGut-like-1 +TCONS_00023009 gene-LOC425662_gGal-1 +TCONS_00023010 gene-LOC425662_gGal-1 +TCONS_00023011 gene-RFX5_tGut +TCONS_00023012 gene-PI4KB_tGut-1 +TCONS_00023013 gene-PI4KB_tGut-1 +TCONS_00023014 gene-VPS72_tGut +TCONS_00023015 gene-TMOD4_tGut +TCONS_00023016 gene-LYSMD1_tGut-like-6 +TCONS_00023017 gene-ARHGEF11_tGut-like-1 +TCONS_00023018 gene-CD244_gGal +TCONS_00023019 gene-CD48_gGal +TCONS_00023020 gene-SLAMF1_gGal +TCONS_00023021 gene-LOC115498496_tGut +TCONS_00023023 gene-LOC115498454_tGut +TCONS_00023022 gene-LOC115498454_tGut +TCONS_00023024 gene-COPA_gGal +TCONS_00023025 gene-LOC101751279_gGal +TCONS_00023026 gene-LOC101751279_gGal +TCONS_00023027 gene-LOC105758853_tGut +TCONS_00023028 gene-LOC107055098_gGal +TCONS_00023031 gene-LOC105758851_tGut +TCONS_00023030 gene-LOC105758851_tGut +TCONS_00023029 gene-LOC105758851_tGut +TCONS_00023032 gene-LOC115498397_tGut +TCONS_00023033 gene-LOC115498396_tGut-like-2 +TCONS_00023034 gene-LOC100857468_gGal +TCONS_00023035 gene-LOC115498523_tGut +TCONS_00023036 gene-LOC105758848_tGut +TCONS_00023038 gene-LOC105758848_tGut +TCONS_00023037 gene-LOC105758848_tGut +TCONS_00023039 gene-LOC431325_gGal-like-1 +TCONS_00023040 gene-LOC396480_gGal-like-1 +TCONS_00023041 gene-LOC116809298_tGut-like-9 +TCONS_00023042 gene-LOC116809298_tGut-like-9 +TCONS_00023043 gene-LOC116809298_tGut-like-9 +TCONS_00023044 gene-LOC116809298_tGut-like-10 +TCONS_00023045 gene-LOC116809298_tGut-like-10 +TCONS_00023046 gene-LOC116809298_tGut-like-5 +TCONS_00023047 gene-LOC116809298_tGut-like-5 +TCONS_00023048 gene-LOC116809298_tGut-like-5 +TCONS_00023049 gene-LOC116809298_tGut-like-1 +TCONS_00023050 gene-LOC116809298_tGut-like-1 +TCONS_00023051 gene-LOC116809298_tGut-like-1 +TCONS_00023052 gene-LOC116809298_tGut-like-8 +TCONS_00023053 gene-LOC116809298_tGut-like-8 +TCONS_00023054 gene-LOC116809298_tGut-like-8 +TCONS_00023055 gene-LOC116809295_tGut-like-4 +TCONS_00023056 gene-LOC116809295_tGut-like-4 +TCONS_00023057 gene-LOC116809295_tGut-like-4 +TCONS_00023058 gene-LOC116809297_tGut-like-2 +TCONS_00023059 gene-LOC116809297_tGut-like-2 +TCONS_00023061 gene-LOC116809298_tGut-like-4 +TCONS_00023060 gene-LOC116809298_tGut-like-4 +TCONS_00023062 gene-LOC116809298_tGut-like-4 +TCONS_00023064 gene-LOC116809295_tGut-like-8 +TCONS_00023063 gene-LOC116809295_tGut-like-8 +TCONS_00023065 gene-LOC116809295_tGut-like-8 +TCONS_00023066 gene-LOC116809298_tGut-like-6 +TCONS_00023067 gene-LOC116809298_tGut-like-6 +TCONS_00023068 gene-LOC115498514_tGut-like-2 +TCONS_00023069 gene-LOC105758859_tGut-like-6 +TCONS_00023070 gene-LOC115498513_tGut +TCONS_00023071 gene-LOC115498513_tGut +TCONS_00023072 gene-LOC115498513_tGut +TCONS_00023073 gene-LOC100225898_tGut-like-2 +TCONS_00023074 gene-LOC115498519_tGut-like-2 +TCONS_00023075 gene-LOC115498483_tGut +TCONS_00023076 gene-LOC105759829_tGut-like-3 +TCONS_00023077 gene-LOC115498525_tGut-like-2 +TCONS_00023078 gene-LOC115498525_tGut-like-2 +TCONS_00023079 gene-LOC100224089_tGut-like-2 +TCONS_00023080 gene-MAT2A_gGal-like-1 +TCONS_00023081 gene-KCTD12A_gGal +TCONS_00023082 gene-EDYM1_gGal +TCONS_00023083 gene-LOC121471134_tGut +TCONS_00023084 gene-LOC115498497_tGut +TCONS_00023085 gene-LOC110224122_gGal +TCONS_00023086 gene-LOC115498450_tGut +TCONS_00023087 gene-EDCH3_gGal +TCONS_00023088 reg_14961_gGal +TCONS_00023089 gene-EDMPN2_gGal +TCONS_00023090 gene-JAC1_gGal +TCONS_00023091 gene-LOC115498512_tGut +TCONS_00023092 gene-LOC425969_gGal +TCONS_00023093 gene-EDSC_gGal +TCONS_00023094 gene-LOC105758860_tGut +TCONS_00023095 gene-LOC107055133_gGal +TCONS_00023096 gene-S100A1_tGut-like-2 +TCONS_00023097 gene-CHTOP_gGal +TCONS_00023098 gene-CHTOP_gGal +TCONS_00023099 gene-SMAD4_gGal +TCONS_00023101 gene-SMAD4_gGal +TCONS_00023100 gene-SMAD4_gGal +TCONS_00023102 gene-SNAPIN_tGut-2 +TCONS_00023103 gene-NPR1_tGut +TCONS_00023104 gene-INTS3_tGut-like-1 +TCONS_00023105 gene-INTS3_tGut-like-1 +TCONS_00023106 gene-INTS3_tGut-like-1 +TCONS_00023107 gene-INTS3_tGut-like-1 +TCONS_00023108 gene-INTS3_tGut-like-1 +TCONS_00023110 gene-SLC27A5_tGut-1 +TCONS_00023109 gene-SLC27A5_tGut-1 +TCONS_00023111 gene-SLC27A5_tGut-1 +TCONS_00023112 gene-RPS27_tGut +TCONS_00023113 gene-LOC777082_gGal-like-4 +TCONS_00023115 gene-SEMA6C_tGut-like-3 +TCONS_00023114 gene-SEMA6C_tGut-like-3 +TCONS_00023116 gene-CDC42SE1_tGut-2 +TCONS_00023117 gene-MINDY1_tGut +TCONS_00023118 gene-CERS2_tGut +TCONS_00023121 gene-ARNT_gGal +TCONS_00023123 gene-ARNT_gGal +TCONS_00023125 gene-ARNT_gGal +TCONS_00023127 gene-ARNT_gGal +TCONS_00023129 gene-ARNT_gGal +TCONS_00023131 gene-ARNT_gGal +TCONS_00023130 gene-ARNT_gGal +TCONS_00023128 gene-ARNT_gGal +TCONS_00023126 gene-ARNT_gGal +TCONS_00023124 gene-ARNT_gGal +TCONS_00023122 gene-ARNT_gGal +TCONS_00023120 gene-ARNT_gGal +TCONS_00023119 gene-ARNT_gGal +TCONS_00023132 gene-ARNT_gGal +TCONS_00023139 gene-ARNT_gGal +TCONS_00023140 gene-ARNT_gGal +TCONS_00023141 gene-ARNT_gGal +TCONS_00023143 gene-ARNT_gGal +TCONS_00023144 gene-ARNT_gGal +TCONS_00023145 gene-ARNT_gGal +TCONS_00023146 gene-ARNT_gGal +TCONS_00023142 gene-ARNT_gGal +TCONS_00023138 gene-ARNT_gGal +TCONS_00023136 gene-ARNT_gGal +TCONS_00023137 gene-ARNT_gGal +TCONS_00023135 gene-ARNT_gGal +TCONS_00023134 gene-ARNT_gGal +TCONS_00023133 gene-ARNT_gGal +TCONS_00023147 gene-ARNT_gGal +TCONS_00023148 gene-CTSK_tGut +TCONS_00023149 gene-PSMB4_tGut-1 +TCONS_00023150 gene-PSMB4_tGut-1 +TCONS_00023151 gene-LOC107049631_gGal-like-4 +TCONS_00023152 gene-SDHC_tGut-1 +TCONS_00023156 gene-SDHC_tGut-1 +TCONS_00023153 gene-SDHC_tGut-1 +TCONS_00023154 gene-SDHC_tGut-1 +TCONS_00023155 gene-SDHC_tGut-1 +TCONS_00023157 gene-SDHC_tGut-1 +TCONS_00023159 gene-KHDC4_tGut +TCONS_00023158 gene-KHDC4_tGut +TCONS_00023161 gene-KHDC4_tGut +TCONS_00023160 gene-KHDC4_tGut +TCONS_00023162 gene-RIT1_tGut-like-3 +TCONS_00023163 gene-RIT1_tGut-like-3 +TCONS_00023164 gene-GON4L_gGal +TCONS_00023165 gene-ASH1L_tGut +TCONS_00023166 gene-CLK2_tGut +TCONS_00023167 gene-CLK2_tGut +TCONS_00023168 gene-SCAMP3_tGut +TCONS_00023169 gene-LOC100227578_tGut +TCONS_00023170 gene-LOC100227578_tGut +TCONS_00023171 gene-LOC115498471_tGut +TCONS_00023172 gene-LOC115498471_tGut +TCONS_00023173 gene-LOC115498459_tGut +TCONS_00023174 gene-DCST2_gGal-1 +TCONS_00023175 gene-SH2D2A_tGut-2 +TCONS_00023176 gene-HDGF_tGut +TCONS_00023177 gene-MRPL24_tGut +TCONS_00023178 gene-ISG20L2_tGut-like-2 +TCONS_00023179 gene-CRABP2_gGal +TCONS_00023181 gene-BCAN_tGut +TCONS_00023180 gene-BCAN_tGut +TCONS_00023182 gene-BCAN_tGut +TCONS_00023184 gene-RHBG_tGut +TCONS_00023183 gene-RHBG_tGut +TCONS_00023185 gene-TTC24_gGal +TCONS_00023186 gene-NAXE_tGut-like-1 +TCONS_00023187 gene-LAMTOR2_tGut +TCONS_00023188 gene-RAB25_tGut +TCONS_00023189 gene-RAB2B_gGal +TCONS_00023190 gene-BGLAP_gGal +TCONS_00023191 gene-TMEM79_tGut +TCONS_00023194 gene-UBAP2L_tGut +TCONS_00023196 gene-UBAP2L_tGut +TCONS_00023198 gene-UBAP2L_tGut +TCONS_00023200 gene-UBAP2L_tGut +TCONS_00023202 gene-UBAP2L_tGut +TCONS_00023204 gene-UBAP2L_tGut +TCONS_00023205 gene-UBAP2L_tGut +TCONS_00023203 gene-UBAP2L_tGut +TCONS_00023201 gene-UBAP2L_tGut +TCONS_00023199 gene-UBAP2L_tGut +TCONS_00023197 gene-UBAP2L_tGut +TCONS_00023195 gene-UBAP2L_tGut +TCONS_00023193 gene-UBAP2L_tGut +TCONS_00023192 gene-UBAP2L_tGut +TCONS_00023206 gene-HAX1_tGut +TCONS_00023208 gene-AQP10_tGut +TCONS_00023207 gene-AQP10_tGut +TCONS_00023209 gene-AQP10_tGut +TCONS_00023211 gene-IL6R_tGut +TCONS_00023210 gene-IL6R_tGut +TCONS_00023212 gene-CHRNB2_tGut +TCONS_00023213 gene-CKS1B_tGut +TCONS_00023214 gene-FLAD1_tGut +TCONS_00023215 gene-LOC105758838_tGut +TCONS_00023217 gene-ZBTB7B_tGut +TCONS_00023216 gene-ZBTB7B_tGut +TCONS_00023218 gene-ZBTB7B_tGut +TCONS_00023219 gene-SSR2_gGal-2 +TCONS_00023220 gene-CCT3_tGut +TCONS_00023221 gene-TRIT1_tGut-like-2 +TCONS_00023222 gene-LOC124417357_gGal-like-37 +TCONS_00023223 gene-TDRKH_tGut-like-1 +TCONS_00023224 gene-NIT1_tGut-like-1 +TCONS_00023225 gene-NIT1_tGut-like-1 +TCONS_00023226 gene-NIT1_tGut-like-1 +TCONS_00023229 gene-NIT1_tGut-like-1 +TCONS_00023227 gene-NIT1_tGut-like-1 +TCONS_00023228 gene-MAP3K11_tGut-like-19 +TCONS_00023230 gene-PFDN2_tGut-like-2 +TCONS_00023231 gene-LOC112533497_gGal-4 +TCONS_00023232 gene-LOC112533497_gGal-4 +TCONS_00023233 gene-LOC121108719_gGal-6 +TCONS_00023234 gene-F11R_tGut-1 +TCONS_00023235 gene-F11R_tGut-1 +TCONS_00023236 gene-USF2_tGut-like-2 +TCONS_00023240 gene-TRNP1_gGal-like-1 +TCONS_00023237 gene-USF2_tGut-like-2 +TCONS_00023238 gene-USF2_tGut-like-2 +TCONS_00023239 gene-ACTG2_tGut-3 +TCONS_00023241 gene-ARHGAP30_tGut-like-5 +TCONS_00023242 gene-ARHGAP30_tGut-like-5 +TCONS_00023243 gene-NECTIN4_tGut-like-2 +TCONS_00023244 gene-NECTIN4_tGut-like-2 +TCONS_00023245 gene-NECTIN4_tGut-like-2 +TCONS_00023246 gene-LIM2_gGal-like-6 +TCONS_00023247 gene-TNX_gGal-like-2 +TCONS_00023248 gene-DCAF8_tGut-1 +TCONS_00023249 gene-FCER1G_tGut-like-1 +TCONS_00023250 gene-NDUFS2_tGut +TCONS_00023251 gene-NDUFS2_tGut +TCONS_00023252 gene-CERCAM_gGal-2 +TCONS_00023253 gene-PPOX_tGut +TCONS_00023254 gene-APOA2_gGal +TCONS_00023256 gene-NR1I3_gGal +TCONS_00023255 gene-NR1I3_gGal +TCONS_00023257 gene-MPZ_gGal +TCONS_00023258 gene-POLR3C_gGal-2 +TCONS_00023259 gene-SV2A_tGut +TCONS_00023260 gene-SF3B4_tGut +TCONS_00023261 gene-SF3B4_tGut +TCONS_00023262 gene-MTMR11_tGut +TCONS_00023263 gene-OTUD7B_tGut-1 +TCONS_00023264 gene-ANP32E_tGut +TCONS_00023266 gene-ANP32E_tGut +TCONS_00023265 gene-ANP32E_tGut +TCONS_00023267 gene-CA14_tGut +TCONS_00023268 gene-POGZ_tGut +TCONS_00023269 gene-LOC121471136_tGut-like-2 +TCONS_00023271 gene-ZNF687_tGut +TCONS_00023270 gene-ZNF687_tGut +TCONS_00023272 gene-PSMD4_gGal +TCONS_00023273 gene-PIP5K1A_gGal +TCONS_00023274 gene-SCNM1_tGut-like-2 +TCONS_00023277 gene-ARHGEF11_gGal +TCONS_00023276 gene-ARHGEF11_gGal +TCONS_00023275 gene-ARHGEF11_gGal +TCONS_00023278 gene-ARHGEF11_tGut-like-1 +TCONS_00023279 gene-ETV3_tGut-like-1 +TCONS_00023280 gene-SLAMF8_gGal +TCONS_00023281 gene-SLAMF8_gGal +TCONS_00023282 gene-CD84_tGut-1 +TCONS_00023283 gene-CD84_tGut-1 +TCONS_00023284 gene-CD84_tGut-1 +TCONS_00023285 gene-KIRREL1_tGut +TCONS_00023286 gene-LOC100857714_gGal-2 +TCONS_00023287 gene-VANGL2_tGut +TCONS_00023288 gene-VANGL2_tGut +TCONS_00023289 gene-NHLH1_tGut-like-3 +TCONS_00023290 gene-NCSTN_tGut +TCONS_00023291 gene-S100A11_tGut +TCONS_00023294 gene-LOC105758855_tGut +TCONS_00023296 gene-LOC105758855_tGut +TCONS_00023298 gene-LOC105758855_tGut +TCONS_00023300 gene-LOC105758855_tGut +TCONS_00023302 gene-LOC105758855_tGut +TCONS_00023304 gene-LOC105758855_tGut +TCONS_00023305 gene-LOC105758855_tGut +TCONS_00023303 gene-LOC105758855_tGut +TCONS_00023301 gene-LOC105758855_tGut +TCONS_00023299 gene-LOC105758855_tGut +TCONS_00023297 gene-LOC105758855_tGut +TCONS_00023295 gene-LOC105758855_tGut +TCONS_00023293 gene-LOC105758855_tGut +TCONS_00023292 gene-LOC105758855_tGut +TCONS_00023306 gene-LOC105758852_tGut +TCONS_00023307 gene-LOC115498396_tGut-like-1 +TCONS_00023308 gene-LOC100227878_tGut +TCONS_00023309 gene-LOC100218246_tGut +TCONS_00023310 gene-LOC100218246_tGut +TCONS_00023311 gene-LOC105758849_tGut +TCONS_00023312 gene-LOC105758847_tGut +TCONS_00023313 gene-LOC116809295_tGut-like-2 +TCONS_00023314 gene-LOC116809295_tGut-like-1 +TCONS_00023315 gene-LOC116809295_tGut-like-1 +TCONS_00023316 gene-LOC116809295_tGut-like-7 +TCONS_00023317 gene-LOC116809295_tGut-like-7 +TCONS_00023318 gene-LOC116809295_tGut-like-5 +TCONS_00023319 gene-LOC116809295_tGut-like-5 +TCONS_00023320 gene-LOC116809295_tGut-like-3 +TCONS_00023321 gene-LOC116809295_tGut-like-3 +TCONS_00023322 gene-LOC116809297_tGut-like-7 +TCONS_00023323 gene-LOC116809297_tGut-like-7 +TCONS_00023324 gene-LOC115498514_tGut-like-3 +TCONS_00023325 gene-LOC115498514_tGut-like-3 +TCONS_00023326 gene-LOC115498514_tGut-like-3 +TCONS_00023327 gene-LOC100857297_gGal-like-14 +TCONS_00023328 gene-LOC121107563_gGal-like-17 +TCONS_00023329 gene-LOC100859790_gGal-like-17 +TCONS_00023330 gene-LOC100859616_gGal-like-1 +TCONS_00023331 gene-LOC116809295_tGut-like-6 +TCONS_00023333 gene-LOC116809295_tGut-like-6 +TCONS_00023332 gene-LOC116809295_tGut-like-6 +TCONS_00023334 gene-LOC116809295_tGut-like-6 +TCONS_00023335 gene-LOC116809297_tGut-like-1 +TCONS_00023336 gene-LOC116809297_tGut-like-1 +TCONS_00023337 gene-LOC116809297_tGut-like-1 +TCONS_00023338 gene-LOC116809297_tGut-like-1 +TCONS_00023339 gene-LOC116809298_tGut-like-3 +TCONS_00023340 gene-LOC116809298_tGut-like-3 +TCONS_00023341 gene-LOC116809298_tGut-like-3 +TCONS_00023342 gene-LOC105758844_tGut +TCONS_00023343 gene-LOC105758844_tGut +TCONS_00023344 gene-LOC100231656_tGut +TCONS_00023345 gene-LOC100219169_tGut +TCONS_00023346 gene-LOC100222004_tGut +TCONS_00023347 gene-LOC100225898_tGut-like-1 +TCONS_00023348 gene-LOC115498519_tGut-like-1 +TCONS_00023349 gene-LOC100224089_tGut-like-1 +TCONS_00023350 gene-LOC115498525_tGut-like-1 +TCONS_00023353 gene-LOC115498525_tGut-like-1 +TCONS_00023352 gene-LOC115498525_tGut-like-1 +TCONS_00023351 gene-LOC115498525_tGut-like-1 +TCONS_00023354 gene-LOC105759829_tGut-like-2 +TCONS_00023355 gene-LOC107055126_gGal-like-1 +TCONS_00023356 gene-LOC115498516_tGut +TCONS_00023357 gene-EDBETA_gGal +TCONS_00023358 gene-LOC107055134_gGal +TCONS_00023359 gene-S100A12_gGal +TCONS_00023360 gene-S100A7_tGut +TCONS_00023361 gene-LOC100220151_tGut +TCONS_00023362 gene-LOC121107581_gGal +TCONS_00023363 gene-S100A4_gGal +TCONS_00023364 gene-S100A16_tGut +TCONS_00023365 gene-S100A14_tGut-1 +TCONS_00023366 gene-S100A14_tGut-1 +TCONS_00023367 gene-ILF2_tGut +TCONS_00023369 gene-ILF2_tGut +TCONS_00023368 gene-ILF2_tGut +TCONS_00023370 gene-LRRC3_tGut-1 +TCONS_00023372 gene-GATAD2B_tGut +TCONS_00023371 gene-GATAD2B_tGut +TCONS_00023373 gene-GATAD2B_tGut +TCONS_00023374 gene-DENND4B_tGut +TCONS_00023375 gene-JTB_tGut +TCONS_00023376 gene-MLLT11_tGut +TCONS_00023377 gene-PRUNE1_tGut +TCONS_00023379 gene-SETDB1_tGut +TCONS_00023378 gene-SETDB1_tGut +TCONS_00023380 gene-ECM1_tGut-2 +TCONS_00023381 gene-LOC112530182_gGal-like-11 +TCONS_00023382 gene-CELF3_tGut +TCONS_00023383 gene-CELF3_tGut +TCONS_00023384 gene-CELF3_tGut +TCONS_00023385 gene-CELF3_tGut +TCONS_00023386 gene-SCO2_gGal-2 +TCONS_00023387 gene-LOC121112011_gGal +TCONS_00023388 gene-SDHC_tGut-1 +TCONS_00023389 gene-CFAP126_tGut-1 +TCONS_00023390 gene-VSIG8_tGut-2 +TCONS_00023391 gene-CFAP45_gGal-1 +TCONS_00023392 gene-TAGLN_tGut-like-2 +TCONS_00023393 gene-IGSF9_gGal +TCONS_00023394 gene-DUSP23_tGut-like-5 +TCONS_00023395 gene-CRPL2_gGal +TCONS_00023396 gene-CRPL1_gGal +TCONS_00023398 gene-CADM3_gGal +TCONS_00023402 gene-CADM3_gGal +TCONS_00023401 gene-CADM3_gGal +TCONS_00023400 gene-CADM3_gGal +TCONS_00023399 gene-CADM3_gGal +TCONS_00023397 gene-ACKR1_gGal +TCONS_00023403 gene-LOC100859276_gGal-like-2 +TCONS_00023404 gene-MCL1_tGut-like-5 +TCONS_00023405 gene-MCL1_tGut-like-5 +TCONS_00023406 gene-ENSA_gGal +TCONS_00023407 gene-GOLPH3L_tGut +TCONS_00023408 gene-HORMAD1_tGut +TCONS_00023410 gene-SYT11_tGut +TCONS_00023409 gene-SYT11_tGut +TCONS_00023411 gene-MSTO1_tGut +TCONS_00023412 gene-DAP3_tGut +TCONS_00023413 gene-FDPS_tGut +TCONS_00023414 gene-HCN3_tGut +TCONS_00023415 gene-PEAR1_tGut +TCONS_00023416 gene-NTRK1_tGut-2 +TCONS_00023417 gene-INSRR_tGut +TCONS_00023418 gene-LOC115498461_tGut-like-1 +TCONS_00023419 gene-METTL25B_tGut +TCONS_00023420 gene-LOC105759762_tGut +TCONS_00023421 gene-NES_tGut +TCONS_00023422 gene-HAPLN2_tGut-like-1 +TCONS_00023425 gene-MEF2D_tGut +TCONS_00023427 gene-MEF2D_tGut +TCONS_00023428 gene-MEF2D_tGut +TCONS_00023426 gene-MEF2D_tGut +TCONS_00023424 gene-MEF2D_tGut +TCONS_00023423 gene-MEF2D_tGut +TCONS_00023429 gene-GPATCH4_tGut +TCONS_00023430 gene-UBQLN4_tGut +TCONS_00023431 gene-MEX3A_tGut +TCONS_00023433 gene-TPM3_tGut-like-1 +TCONS_00023432 gene-TPM3_tGut-like-1 +TCONS_00023435 gene-TPM2_tGut-like-2 +TCONS_00023434 gene-TPM3_tGut-like-1 +TCONS_00023436 gene-TPM3_tGut-like-1 +TCONS_00023438 gene-TPM3_tGut-like-1 +TCONS_00023437 gene-TPM3_tGut-like-1 +TCONS_00023440 gene-TPM3_tGut-like-1 +TCONS_00023439 gene-TPM3_tGut-like-1 +TCONS_00023441 gene-TPM3_tGut-like-1 +TCONS_00023443 gene-TPM1_tGut-like-2 +TCONS_00023442 gene-TPM2_tGut-like-2 +TCONS_00023444 gene-TPM3_tGut-like-1 +TCONS_00023445 gene-TPM3_tGut-like-1 +TCONS_00023447 gene-TPM2_tGut-like-2 +TCONS_00023446 gene-TPM1_tGut-like-2 +TCONS_00023449 gene-TPM3_tGut-like-1 +TCONS_00023448 gene-TPM3_tGut-like-1 +TCONS_00023451 gene-TPM2_tGut-like-2 +TCONS_00023450 gene-TPM2_tGut-like-2 +TCONS_00023452 gene-TPM3_tGut-like-1 +TCONS_00023454 gene-TPM2_tGut-like-2 +TCONS_00023453 gene-TPM2_tGut-like-2 +TCONS_00023455 gene-C25H1orf43_tGut +TCONS_00023456 gene-SHE_tGut +TCONS_00023457 gene-UBE2Q1_tGut +TCONS_00023458 gene-ADAR_tGut +TCONS_00023459 gene-KCNN3_tGut +TCONS_00023460 gene-PMVK_tGut +TCONS_00023462 gene-PBXIP1_tGut +TCONS_00023461 gene-PBXIP1_tGut +TCONS_00023464 gene-PYGO2_tGut +TCONS_00023463 gene-PYGO2_tGut +TCONS_00023466 gene-SHC1_tGut +TCONS_00023465 gene-SHC1_tGut +TCONS_00023467 gene-SSR2_gGal-1 +TCONS_00023468 gene-PSRC1_tGut-1 +TCONS_00023470 gene-INAVA_tGut +TCONS_00023469 gene-INAVA_tGut +TCONS_00023471 gene-SHISA4_gGal-2 +TCONS_00023472 gene-TIMM17A_tGut +TCONS_00023473 gene-TIMM17A_tGut +TCONS_00023474 gene-TIMM17A_tGut +TCONS_00023475 gene-LOC115498541_tGut +TCONS_00023479 gene-LOC115498541_tGut +TCONS_00023480 gene-LOC115498541_tGut +TCONS_00023478 gene-LOC115498541_tGut +TCONS_00023477 gene-LOC115498541_tGut +TCONS_00023476 gene-LOC115498541_tGut +TCONS_00023482 gene-LOC100231703_tGut +TCONS_00023481 gene-LOC100231703_tGut +TCONS_00023483 gene-LRIF1_tGut +TCONS_00023485 gene-CEPT1_tGut +TCONS_00023484 gene-CEPT1_tGut +TCONS_00023486 gene-MYBPH_tGut +TCONS_00023487 gene-MYOG_tGut +TCONS_00023488 gene-TMEM183A_tGut +TCONS_00023489 gene-MGAT4C_gGal +TCONS_00023490 gene-MGAT4C_gGal +TCONS_00023491 gene-MGAT4C_gGal +TCONS_00023492 gene-IGFN1_tGut +TCONS_00023493 gene-PKP1_tGut +TCONS_00023494 gene-PPP1R12B_tGut +TCONS_00023497 gene-PPP1R12B_tGut +TCONS_00023496 gene-PPP1R12B_tGut +TCONS_00023495 gene-PPP1R12B_tGut +TCONS_00023500 gene-PPP1R12B_tGut +TCONS_00023499 gene-PPP1R12B_tGut +TCONS_00023498 gene-PPP1R12B_tGut +TCONS_00023501 gene-PPP1R12B_tGut +TCONS_00023502 gene-RNPEP_gGal +TCONS_00023503 gene-PTPN7_tGut +TCONS_00023504 gene-PTPN7_tGut +TCONS_00023505 gene-ARL8A_tGut +TCONS_00023506 gene-SYPL2_tGut +TCONS_00023507 gene-SYPL2_tGut +TCONS_00023509 gene-ATXN7L2_tGut +TCONS_00023508 gene-ATXN7L2_tGut +TCONS_00023510 gene-GNAI3_tGut-like-1 +TCONS_00023511 gene-GNAT1_tGut-like-2 +TCONS_00023512 gene-GNAT1_tGut-like-2 +TCONS_00023514 gene-AMPD2_tGut +TCONS_00023513 gene-AMPD2_tGut +TCONS_00023515 gene-GSTM2_gGal +TCONS_00023516 gene-GSTM2_gGal +TCONS_00023517 gene-LOC115490595_tGut +TCONS_00023518 gene-CSF1_tGut +TCONS_00023519 gene-AHCYL1_tGut +TCONS_00023520 gene-AHCYL1_tGut +TCONS_00023521 gene-AHCYL1_tGut +TCONS_00023522 gene-STRIP1_tGut +TCONS_00023523 gene-STRIP1_tGut +TCONS_00023524 gene-SLC6A17_tGut +TCONS_00023525 gene-KCNC4_tGut +TCONS_00023526 gene-KCNC4_tGut +TCONS_00023527 gene-RBM15_gGal +TCONS_00023528 gene-PGA3_gGal +TCONS_00023530 gene-LOC115498565_tGut +TCONS_00023529 gene-LOC115498565_tGut +TCONS_00023532 gene-KCTD20_tGut +TCONS_00023531 gene-KCTD20_tGut +TCONS_00023534 gene-KCTD20_tGut +TCONS_00023533 gene-KCTD20_tGut +TCONS_00023536 gene-KCTD20_tGut +TCONS_00023535 gene-KCTD20_tGut +TCONS_00023537 gene-SRSF3_tGut +TCONS_00023538 gene-SRSF3_tGut +TCONS_00023539 gene-CDKN1A_tGut +TCONS_00023540 gene-CDKN1A_tGut +TCONS_00023543 gene-RAB44_tGut +TCONS_00023545 gene-RAB44_tGut +TCONS_00023544 gene-RAB44_tGut +TCONS_00023542 gene-RAB44_tGut +TCONS_00023541 gene-RAB44_tGut +TCONS_00023546 gene-C26H6orf89_tGut +TCONS_00023547 gene-PI16_gGal +TCONS_00023548 gene-PIM1_tGut +TCONS_00023549 gene-POLB_gGal-2 +TCONS_00023550 gene-NGF_tGut +TCONS_00023551 gene-TSPAN2_tGut +TCONS_00023552 gene-SIKE1_tGut +TCONS_00023553 gene-SIKE1_tGut +TCONS_00023555 gene-CSDE1_tGut +TCONS_00023554 gene-CSDE1_tGut +TCONS_00023556 gene-NRAS_tGut-like-2 +TCONS_00023557 gene-NRAS_tGut-like-2 +TCONS_00023559 gene-AMPD1_tGut +TCONS_00023558 gene-AMPD1_tGut +TCONS_00023560 gene-AMPD1_tGut +TCONS_00023562 gene-DENND2C_gGal +TCONS_00023561 gene-DENND2C_gGal +TCONS_00023563 gene-DENND2C_gGal +TCONS_00023564 gene-BCAS2_tGut +TCONS_00023567 gene-TRIM33_tGut-like-1 +TCONS_00023568 gene-TRIM33_tGut-like-1 +TCONS_00023566 gene-TRIM33_tGut-like-1 +TCONS_00023565 gene-TRIM33_tGut-like-1 +TCONS_00023569 gene-SYT6_tGut +TCONS_00023570 gene-AP4B1_tGut +TCONS_00023571 gene-AP4B1_tGut +TCONS_00023572 gene-PTPN22_tGut +TCONS_00023573 gene-RSBN1_tGut +TCONS_00023574 gene-PHTF1_tGut-1 +TCONS_00023576 gene-TBC1D22B_tGut +TCONS_00023575 gene-TBC1D22B_tGut +TCONS_00023577 gene-TBC1D22B_tGut +TCONS_00023578 gene-TBC1D22B_tGut +TCONS_00023579 gene-SRPK1_tGut +TCONS_00023580 gene-SRPK1_tGut +TCONS_00023581 gene-CLPS_tGut +TCONS_00023582 gene-FKBP5_tGut +TCONS_00023583 gene-TULP1_tGut +TCONS_00023584 gene-TULP1_tGut +TCONS_00023585 gene-TULP1_tGut +TCONS_00023586 gene-TEAD3_tGut +TCONS_00023590 gene-TEAD3_tGut +TCONS_00023589 gene-TEAD3_tGut +TCONS_00023588 gene-TEAD3_tGut +TCONS_00023587 gene-TEAD3_tGut +TCONS_00023591 gene-SMPD2_tGut +TCONS_00023592 gene-RPL10A_tGut +TCONS_00023593 gene-RPL10A_tGut +TCONS_00023594 gene-TAF11_tGut +TCONS_00023595 gene-ILRUN_tGut +TCONS_00023596 gene-ILRUN_tGut +TCONS_00023597 gene-RPS10_gGal +TCONS_00023598 gene-NUDT3_tGut +TCONS_00023599 gene-GRM4_tGut +TCONS_00023600 gene-MLN_gGal +TCONS_00023601 gene-LEMD2_tGut +TCONS_00023602 gene-IP6K3_tGut +TCONS_00023603 gene-C26H6ORF125_gGal +TCONS_00023604 gene-BAK1_tGut-like-1 +TCONS_00023605 gene-APOBEC2_tGut +TCONS_00023606 gene-APOBEC2_tGut +TCONS_00023609 gene-NFYA_tGut +TCONS_00023610 gene-NFYA_tGut +TCONS_00023608 gene-NFYA_tGut +TCONS_00023607 gene-NFYA_tGut +TCONS_00023612 gene-FOXP4_tGut +TCONS_00023611 gene-FOXP4_tGut +TCONS_00023613 gene-FOXP4_tGut +TCONS_00023614 gene-MDFI_tGut-1 +TCONS_00023615 gene-PRICKLE4_tGut +TCONS_00023616 gene-TOMM6_tGut-1 +TCONS_00023617 gene-BYSL_tGut-2 +TCONS_00023618 gene-TAF8_tGut +TCONS_00023619 gene-TAF8_tGut +TCONS_00023620 gene-CHIA-M31_gGal-like-2 +TCONS_00023621 gene-BTG2_tGut +TCONS_00023622 gene-PRELP_gGal +TCONS_00023624 gene-OPTC_tGut +TCONS_00023623 gene-OPTC_tGut +TCONS_00023625 gene-ATP2B4_tGut +TCONS_00023627 gene-ATP2B4_tGut +TCONS_00023626 gene-ATP2B4_tGut +TCONS_00023630 gene-ATP2B4_tGut +TCONS_00023631 gene-ATP2B4_tGut +TCONS_00023629 gene-ATP2B4_tGut +TCONS_00023628 gene-ATP2B4_tGut +TCONS_00023632 gene-ZC3H11A_tGut-3 +TCONS_00023633 gene-ZC3H11A_tGut-3 +TCONS_00023634 gene-ZC3H11A_tGut-3 +TCONS_00023635 gene-ZC3H11A_tGut-3 +TCONS_00023638 gene-ZC3H11A_tGut-3 +TCONS_00023637 gene-ZC3H11A_tGut-3 +TCONS_00023636 gene-ZC3H11A_tGut-3 +TCONS_00023639 gene-ZC3H11A_tGut-3 +TCONS_00023640 gene-ZC3H11A_tGut-3 +TCONS_00023641 gene-ZC3H11A_tGut-3 +TCONS_00023642 gene-SNRPE_tGut-like +TCONS_00023644 gene-SOX13_tGut +TCONS_00023643 gene-SOX13_tGut +TCONS_00023645 gene-MDM4_tGut +TCONS_00023646 gene-MDM4_tGut +TCONS_00023647 gene-MDM4_tGut +TCONS_00023650 gene-NFASC_tGut +TCONS_00023652 gene-NFASC_tGut +TCONS_00023654 gene-NFASC_tGut +TCONS_00023656 gene-NFASC_tGut +TCONS_00023658 gene-NFASC_tGut +TCONS_00023660 gene-NFASC_tGut +TCONS_00023662 gene-NFASC_tGut +TCONS_00023664 gene-NFASC_tGut +TCONS_00023663 gene-NFASC_tGut +TCONS_00023661 gene-NFASC_tGut +TCONS_00023659 gene-NFASC_tGut +TCONS_00023657 gene-NFASC_tGut +TCONS_00023655 gene-NFASC_tGut +TCONS_00023653 gene-NFASC_tGut +TCONS_00023651 gene-NFASC_tGut +TCONS_00023649 gene-NFASC_tGut +TCONS_00023648 gene-NFASC_tGut +TCONS_00023665 gene-CNTN2_tGut +TCONS_00023666 gene-TMCC2_tGut-2 +TCONS_00023667 gene-CDK18_tGut-like-3 +TCONS_00023668 gene-MFSD4A_tGut +TCONS_00023669 gene-RHEX_tGut +TCONS_00023670 gene-RHEX_tGut +TCONS_00023671 gene-RHEX_tGut +TCONS_00023673 gene-SRGAP2_tGut +TCONS_00023672 gene-SRGAP2_tGut +TCONS_00023675 gene-SRGAP2_tGut +TCONS_00023674 gene-SRGAP2_tGut +TCONS_00023676 gene-SRGAP2_tGut +TCONS_00023677 gene-IKBKE_tGut +TCONS_00023678 gene-RASSF5_tGut-1 +TCONS_00023679 gene-RASSF5_tGut-1 +TCONS_00023680 gene-DYRK3_tGut +TCONS_00023681 gene-DYRK3_tGut +TCONS_00023682 gene-DYRK3_tGut +TCONS_00023683 gene-DYRK3_tGut +TCONS_00023684 gene-MAPKAPK2_tGut-1 +TCONS_00023685 gene-LOC100221146_tGut +TCONS_00023688 gene-PFKFB2_tGut-like-1 +TCONS_00023687 gene-PFKFB2_tGut-like-1 +TCONS_00023686 gene-PFKFB2_tGut-like-1 +TCONS_00023691 gene-PFKFB2_tGut-like-1 +TCONS_00023690 gene-PFKFB2_tGut-like-1 +TCONS_00023689 gene-PFKFB2_tGut-like-1 +TCONS_00023695 gene-PFKFB2_tGut-like-1 +TCONS_00023696 gene-PFKFB2_tGut-like-1 +TCONS_00023694 gene-PFKFB2_tGut-like-1 +TCONS_00023693 gene-PFKFB2_tGut-like-1 +TCONS_00023692 gene-PFKFB2_tGut-like-1 +TCONS_00023699 gene-C4BPS_gGal +TCONS_00023698 gene-C4BPS_gGal +TCONS_00023697 gene-C4BPS_gGal +TCONS_00023700 gene-LOC100223070_tGut +TCONS_00023701 gene-LOC124417409_gGal +TCONS_00023702 gene-LOC124417409_gGal +TCONS_00023703 gene-CD55_gGal +TCONS_00023704 gene-CD55_gGal +TCONS_00023705 gene-C4BPG_gGal +TCONS_00023706 gene-C4BPG_gGal +TCONS_00023707 gene-CR2_gGal +TCONS_00023708 gene-C4BPM_gGal +TCONS_00023710 gene-C4BPM_gGal +TCONS_00023709 gene-C4BPM_gGal +TCONS_00023711 gene-C4BPM_gGal +TCONS_00023713 gene-C4BPM_gGal +TCONS_00023712 gene-C4BPM_gGal +TCONS_00023714 gene-CAMK1G_tGut +TCONS_00023715 gene-G0S2_tGut +TCONS_00023718 gene-HSD11B1A_gGal +TCONS_00023717 gene-HSD11B1A_gGal +TCONS_00023716 gene-HSD11B1A_gGal +TCONS_00023719 gene-HSD11B1B_gGal +TCONS_00023720 gene-TRAF3IP3_tGut +TCONS_00023721 gene-TRAF3IP3_tGut +TCONS_00023724 gene-TRAF3IP3_tGut +TCONS_00023723 gene-TRAF3IP3_tGut +TCONS_00023722 gene-TRAF3IP3_tGut +TCONS_00023725 gene-TRAF3IP3_tGut +TCONS_00023726 gene-GUCA1B_tGut +TCONS_00023727 gene-C26H6orf132_tGut +TCONS_00023728 gene-C26H6orf132_tGut +TCONS_00023729 gene-ATP5PB_tGut +TCONS_00023730 gene-C26H1orf162_tGut +TCONS_00023732 gene-RAP1A_tGut +TCONS_00023731 gene-RAP1A_tGut +TCONS_00023734 gene-DDX20_tGut +TCONS_00023733 gene-DDX20_tGut +TCONS_00023735 gene-CTTNBP2NL_tGut +TCONS_00023736 gene-CTTNBP2NL_tGut +TCONS_00023737 gene-WNT2B_tGut +TCONS_00023738 gene-CAPZA1_tGut +TCONS_00023739 gene-MOV10_tGut +TCONS_00023740 gene-TAFA3_tGut +TCONS_00023741 gene-LRIG2_tGut +TCONS_00023742 gene-LRIG2_tGut +TCONS_00023743 gene-MAGI3_tGut-1 +TCONS_00023744 gene-LOC115498553_tGut-like-1 +TCONS_00023745 gene-LOC115498553_tGut-like-1 +TCONS_00023746 gene-PPIL1_tGut +TCONS_00023747 gene-PPIL1_tGut +TCONS_00023748 gene-CELSR2_tGut +TCONS_00023749 gene-CELSR2_tGut +TCONS_00023750 gene-SARS1_tGut +TCONS_00023751 gene-ELAPOR1_gGal +TCONS_00023752 gene-TMEM167B_tGut +TCONS_00023753 gene-LOC115498559_tGut-1 +TCONS_00023754 gene-LMOD1_tGut +TCONS_00023755 gene-ADIPOR1_tGut +TCONS_00023756 gene-UBE2T_tGut +TCONS_00023757 gene-DRAM2_tGut +TCONS_00023758 gene-DENND2D_gGal +TCONS_00023759 gene-DENND2D_gGal +TCONS_00023760 gene-ADORA1_tGut +TCONS_00023763 gene-PPFIA4_tGut +TCONS_00023765 gene-PPFIA4_tGut +TCONS_00023764 gene-PPFIA4_tGut +TCONS_00023762 gene-PPFIA4_tGut +TCONS_00023761 gene-PPFIA4_tGut +TCONS_00023766 gene-TMEM9_tGut +TCONS_00023767 gene-TMEM9_tGut +TCONS_00023770 gene-TNNT2_tGut +TCONS_00023771 gene-TNNT2_tGut +TCONS_00023769 gene-TNNT2_tGut +TCONS_00023768 gene-TNNT2_tGut +TCONS_00023772 gene-LAD1_gGal +TCONS_00023773 gene-LAD1_gGal +TCONS_00023774 gene-TNNI1_tGut +TCONS_00023775 gene-PHLDA3_tGut +TCONS_00023776 gene-CSRP1_tGut +TCONS_00023777 gene-CSRP1_tGut +TCONS_00023778 gene-SYT2_tGut +TCONS_00023781 gene-NAV1_tGut +TCONS_00023782 gene-NAV1_tGut +TCONS_00023780 gene-NAV1_tGut +TCONS_00023779 gene-NAV1_tGut +TCONS_00023783 gene-LZTR1_tGut +TCONS_00023784 gene-LZTR1_tGut +TCONS_00023785 gene-IPO9_tGut +TCONS_00023786 gene-KDM5B_tGut +TCONS_00023787 gene-KDM5B_tGut +TCONS_00023788 gene-TUBA5_gGal +TCONS_00023789 gene-RABIF_tGut-1 +TCONS_00023790 gene-KLHL12_tGut +TCONS_00023791 gene-LGR6_tGut +TCONS_00023793 gene-LGR6_tGut +TCONS_00023792 gene-LGR6_tGut +TCONS_00023794 gene-PTPRVP_gGal +TCONS_00023796 gene-PTPRVP_gGal +TCONS_00023795 gene-PTPRVP_gGal +TCONS_00023797 gene-GPR37L1_tGut +TCONS_00023798 gene-ELF3_tGut +TCONS_00023800 gene-KIF21B_tGut +TCONS_00023799 gene-KIF21B_tGut +TCONS_00023801 reg_11165_gGal +TCONS_00023802 reg_11165_gGal +TCONS_00023803 reg_11165_gGal +TCONS_00023804 reg_11165_gGal +TCONS_00023805 gene-PSMA5_tGut +TCONS_00023806 gene-ATXN7L2_tGut +TCONS_00023807 gene-AMIGO1_tGut-like-2 +TCONS_00023808 gene-GNAT2_tGut +TCONS_00023811 gene-EPS8L3_tGut +TCONS_00023810 gene-EPS8L3_tGut +TCONS_00023809 gene-EPS8L3_tGut +TCONS_00023812 gene-ALX3_tGut +TCONS_00023813 gene-SLC16A4_tGut +TCONS_00023814 gene-SLC16A4_tGut +TCONS_00023815 gene-SLC16A4_tGut +TCONS_00023816 gene-LAMTOR5_tGut +TCONS_00023817 gene-KCNA10_tGut +TCONS_00023818 gene-KCNA2_tGut +TCONS_00023819 gene-KCNA3_gGal +TCONS_00023820 gene-PNPLA1_tGut +TCONS_00023822 gene-BCL2L14_tGut +TCONS_00023821 gene-BCL2L14_tGut +TCONS_00023825 gene-ETV7_tGut +TCONS_00023824 gene-ETV7_tGut +TCONS_00023823 gene-ETV7_tGut +TCONS_00023826 gene-ETV7_tGut +TCONS_00023827 gene-STK38_tGut +TCONS_00023828 gene-LOC121107612_gGal +TCONS_00023829 gene-TSHB_tGut +TCONS_00023830 gene-LOC100227863_tGut +TCONS_00023831 gene-LOC112530332_gGal +TCONS_00023832 gene-OLFML3_tGut-like-1 +TCONS_00023834 gene-HIPK1_tGut +TCONS_00023833 gene-HIPK1_tGut +TCONS_00023835 gene-LOC124417411_gGal +TCONS_00023836 gene-MAPK13_gGal +TCONS_00023838 gene-MAPK14_tGut +TCONS_00023837 gene-MAPK14_tGut +TCONS_00023839 gene-LHFPL5_tGut +TCONS_00023841 gene-MICAL1_tGut +TCONS_00023840 gene-MICAL1_tGut +TCONS_00023842 gene-LRMPL_gGal +TCONS_00023844 gene-LRMPL_gGal +TCONS_00023843 gene-LRMPL_gGal +TCONS_00023850 gene-LRMPL_gGal +TCONS_00023852 gene-LRMPL_gGal +TCONS_00023853 gene-LRMPL_gGal +TCONS_00023851 gene-LRMPL_gGal +TCONS_00023849 gene-LRMPL_gGal +TCONS_00023847 gene-LRMPL_gGal +TCONS_00023848 gene-LRMPL_gGal +TCONS_00023846 gene-LRMPL_gGal +TCONS_00023845 gene-LRMPL_gGal +TCONS_00023859 gene-LRMPL_gGal +TCONS_00023860 gene-LRMPL_gGal +TCONS_00023861 gene-LRMPL_gGal +TCONS_00023856 gene-LRMPL_gGal +TCONS_00023858 gene-LRMPL_gGal +TCONS_00023857 gene-LRMPL_gGal +TCONS_00023855 gene-LRMPL_gGal +TCONS_00023854 gene-LRMPL_gGal +TCONS_00023863 gene-LRMPL_gGal +TCONS_00023862 gene-LRMPL_gGal +TCONS_00023866 gene-LRMPL_gGal +TCONS_00023865 gene-LRMPL_gGal +TCONS_00023864 gene-LRMPL_gGal +TCONS_00023867 gene-FANCE_tGut +TCONS_00023868 gene-FANCE_tGut +TCONS_00023870 gene-PPARD_tGut +TCONS_00023869 gene-PPARD_tGut +TCONS_00023872 gene-DEF6_tGut +TCONS_00023871 gene-DEF6_tGut +TCONS_00023873 gene-ZNF76_tGut +TCONS_00023874 gene-ZNF76_tGut +TCONS_00023876 gene-ZNF76_tGut +TCONS_00023875 gene-ZNF76_tGut +TCONS_00023877 gene-ZNF76_tGut +TCONS_00023879 gene-ZNF76_tGut +TCONS_00023878 gene-ZNF76_tGut +TCONS_00023880 gene-SCUBE3_tGut +TCONS_00023884 gene-SCUBE3_tGut +TCONS_00023883 gene-SCUBE3_tGut +TCONS_00023882 gene-SCUBE3_tGut +TCONS_00023881 gene-SCUBE3_tGut +TCONS_00023885 gene-ANKS1A_tGut +TCONS_00023889 gene-ANKS1A_tGut +TCONS_00023888 gene-ANKS1A_tGut +TCONS_00023887 gene-ANKS1A_tGut +TCONS_00023886 gene-ANKS1A_tGut +TCONS_00023890 gene-UHRF1BP1_tGut +TCONS_00023891 gene-UHRF1BP1_tGut +TCONS_00023892 gene-UHRF1BP1_tGut +TCONS_00023894 gene-SNRPC_tGut +TCONS_00023893 gene-SNRPC_tGut +TCONS_00023895 gene-PACSIN1_tGut +TCONS_00023896 gene-HMGA1_tGut +TCONS_00023897 gene-OPN1MSW_gGal +TCONS_00023898 gene-ITPR3_tGut +TCONS_00023899 gene-ITPR3_tGut +TCONS_00023901 gene-ITPR3_tGut +TCONS_00023900 gene-ITPR3_tGut +TCONS_00023902 gene-OARD1_tGut-1 +TCONS_00023903 gene-TREM2_tGut +TCONS_00023904 gene-TREMB2_gGal +TCONS_00023905 gene-GASTL_gGal-like-1 +TCONS_00023906 gene-GASTL_gGal-like-1 +TCONS_00023907 gene-PGC_tGut-4 +TCONS_00023908 gene-PGC_tGut-4 +TCONS_00023909 gene-PGC_tGut-4 +TCONS_00023910 gene-FRS3_tGut +TCONS_00023912 gene-LOC115498535_tGut +TCONS_00023911 gene-LOC115498535_tGut +TCONS_00023913 gene-USP49_tGut +TCONS_00023914 gene-USP49_tGut +TCONS_00023915 gene-MED20_tGut +TCONS_00023916 gene-CCND3_tGut +TCONS_00023917 gene-CCND3_tGut +TCONS_00023918 gene-PIFO_tGut +TCONS_00023919 gene-CHIA-M31_gGal-like-1 +TCONS_00023920 gene-FMOD_tGut +TCONS_00023921 gene-ETNK2_tGut-1 +TCONS_00023923 gene-REN_tGut +TCONS_00023922 gene-REN_tGut +TCONS_00023924 gene-GOLT1A_tGut-1 +TCONS_00023925 gene-PLEKHA6_tGut +TCONS_00023929 gene-PLEKHA6_tGut +TCONS_00023931 gene-PLEKHA6_tGut +TCONS_00023933 gene-PLEKHA6_tGut +TCONS_00023935 gene-PLEKHA6_tGut +TCONS_00023936 gene-PLEKHA6_tGut +TCONS_00023934 gene-PLEKHA6_tGut +TCONS_00023932 gene-PLEKHA6_tGut +TCONS_00023930 gene-PLEKHA6_tGut +TCONS_00023928 gene-PLEKHA6_tGut +TCONS_00023927 gene-PLEKHA6_tGut +TCONS_00023926 gene-PLEKHA6_tGut +TCONS_00023937 gene-PLEKHA6_tGut +TCONS_00023938 gene-PLEKHA6_tGut +TCONS_00023940 gene-PLEKHA6_tGut +TCONS_00023939 gene-PLEKHA6_tGut +TCONS_00023941 gene-PPP1R15B_tGut +TCONS_00023942 gene-PIK3C2B_tGut +TCONS_00023943 gene-LRRN2_tGut +TCONS_00023944 gene-RBBP5_tGut-1 +TCONS_00023948 gene-RBBP5_tGut-1 +TCONS_00023947 gene-RBBP5_tGut-1 +TCONS_00023946 gene-RBBP5_tGut-1 +TCONS_00023945 gene-RBBP5_tGut-1 +TCONS_00023949 gene-DSTYK_tGut-3 +TCONS_00023950 gene-NUAK2_tGut-like-3 +TCONS_00023951 gene-KLHDC8A_tGut +TCONS_00023952 gene-ELK4_tGut +TCONS_00023953 gene-LOC121107619_gGal +TCONS_00023954 gene-LOC121107619_gGal +TCONS_00023955 gene-LOC121107619_gGal +TCONS_00023956 gene-SLC45A3_tGut +TCONS_00023957 gene-NUCKS1_tGut +TCONS_00023958 gene-RAB29_tGut +TCONS_00023959 gene-SLC41A1_tGut +TCONS_00023961 gene-PM20D1_tGut-2 +TCONS_00023960 gene-PM20D1_tGut-2 +TCONS_00023963 gene-PM20D1_tGut-2 +TCONS_00023962 gene-PM20D1_tGut-2 +TCONS_00023964 gene-SLC26A9_tGut +TCONS_00023965 gene-RAB7B_tGut +TCONS_00023966 gene-CTSE_tGut +TCONS_00023967 gene-AVPR1B_tGut +TCONS_00023968 gene-FAM72A_tGut +TCONS_00023969 gene-EIF2D_tGut +TCONS_00023970 gene-IL10_tGut +TCONS_00023971 gene-PIGR_tGut +TCONS_00023972 gene-PIGR_tGut +TCONS_00023973 gene-C26H1orf116_tGut +TCONS_00023974 gene-YOD1_tGut +TCONS_00023975 gene-LOC112530321_gGal +TCONS_00023976 gene-CD34_tGut +TCONS_00023977 gene-CD34_tGut +TCONS_00023978 gene-PLXNA2_tGut +TCONS_00023979 gene-LAMB3_tGut +TCONS_00023980 gene-C26H1orf74_tGut +TCONS_00023981 gene-IRF6_tGut +TCONS_00023982 gene-IRF6_tGut +TCONS_00023983 gene-GUCA1A_gGal +TCONS_00023984 gene-GUCA1ANB_tGut +TCONS_00023985 gene-WDR77_tGut +TCONS_00023986 gene-ADORA3_gGal +TCONS_00023987 gene-INKA2_tGut-1 +TCONS_00023989 gene-KCND3_tGut +TCONS_00023988 gene-KCND3_tGut +TCONS_00023990 gene-ST7L_tGut +TCONS_00023991 gene-ST7L_tGut +TCONS_00023992 gene-RHOC_tGut-like +TCONS_00023993 gene-PPM1J_tGut-like +TCONS_00023994 gene-SLC16A1_tGut +TCONS_00023995 gene-PHTF1_tGut-2 +TCONS_00023996 gene-RPRML_tGut +TCONS_00023997 gene-ASIC2_gGal +TCONS_00023998 gene-ASIC2_gGal +TCONS_00023999 gene-SMARCD2_tGut +TCONS_00024000 gene-SMARCD2_tGut +TCONS_00024001 gene-FTSJ3_tGut +TCONS_00024003 gene-LOC100227464_tGut-like-1 +TCONS_00024002 gene-LOC100227464_tGut-like-1 +TCONS_00024004 gene-SCN4A_tGut +TCONS_00024005 gene-CD79B_tGut +TCONS_00024006 gene-GH_gGal-1 +TCONS_00024007 gene-ARHGAP27_tGut-1 +TCONS_00024008 gene-ARHGAP27_tGut-1 +TCONS_00024009 gene-ARHGAP27_tGut-1 +TCONS_00024010 gene-ARHGAP27_tGut-1 +TCONS_00024011 gene-TMEM98_tGut +TCONS_00024012 gene-FZD2_tGut-2 +TCONS_00024013 gene-PSMD11_tGut +TCONS_00024014 gene-CDK5R1_tGut +TCONS_00024015 gene-MAP3K14_tGut +TCONS_00024016 gene-MAP3K14_tGut +TCONS_00024017 gene-PLCD3_tGut +TCONS_00024019 gene-PLCD3_tGut +TCONS_00024018 gene-PLCD3_tGut +TCONS_00024020 gene-PLCD3_tGut +TCONS_00024021 gene-DCAKD_tGut +TCONS_00024022 gene-DCAKD_tGut +TCONS_00024023 gene-KIF18B_tGut +TCONS_00024024 gene-GFAP_gGal +TCONS_00024025 gene-EFTUD2_tGut +TCONS_00024026 gene-GJC1_tGut +TCONS_00024027 gene-ADAM11_tGut +TCONS_00024028 gene-CCDC43_tGut +TCONS_00024030 gene-NSF_tGut +TCONS_00024029 gene-NSF_tGut +TCONS_00024031 gene-NSF_tGut +TCONS_00024032 gene-WNT9B_tGut +TCONS_00024033 gene-GOSR2_tGut-1 +TCONS_00024034 gene-GOSR2_tGut-1 +TCONS_00024035 gene-LOC100222690_tGut-like-12 +TCONS_00024036 gene-LOC100226410_tGut-like-2 +TCONS_00024037 gene-LOC100222690_tGut-like-12 +TCONS_00024038 gene-LOC115490757_tGut-like-10 +TCONS_00024039 gene-LOC100222690_tGut-like-3 +TCONS_00024040 gene-LOC115490757_tGut-like-6 +TCONS_00024041 gene-LOC121471197_tGut-like-23 +TCONS_00024042 gene-LOC121471197_tGut-like-21 +TCONS_00024043 gene-LOC121471197_tGut-like-1 +TCONS_00024044 gene-LOC100225221_tGut-like-20 +TCONS_00024045 gene-LOC121471197_tGut-like-3 +TCONS_00024046 gene-LOC100225221_tGut-like-16 +TCONS_00024047 gene-LOC121471197_tGut-like-11 +TCONS_00024048 gene-LOC121471197_tGut-like-14 +TCONS_00024049 gene-LOC121471197_tGut-like-2 +TCONS_00024050 gene-LOC100222690_tGut-like-11 +TCONS_00024051 gene-LOC121471197_tGut-like-9 +TCONS_00024052 gene-LOC100225221_tGut-like-14 +TCONS_00024053 gene-LOC121471197_tGut-like-16 +TCONS_00024054 gene-LOC100225221_tGut-like-4 +TCONS_00024055 gene-LOC121471197_tGut-like-19 +TCONS_00024056 gene-LOC100225221_tGut-like-3 +TCONS_00024057 gene-LOC121471197_tGut-like-10 +TCONS_00024059 gene-LOC100227127_tGut-like-8 +TCONS_00024060 gene-LOC100224242_tGut-like-13 +TCONS_00024061 gene-LOC100225221_tGut-like-9 +TCONS_00024062 gene-LOC121471197_tGut-like-7 +TCONS_00024058 gene-LOC115490766_tGut-like-4 +TCONS_00024063 gene-LOC100225573_tGut-like-16 +TCONS_00024064 gene-LOC100225573_tGut-like-9 +TCONS_00024065 gene-LOC100222690_tGut-like-2 +TCONS_00024066 gene-LOC121471197_tGut-like-18 +TCONS_00024067 gene-LOC100222690_tGut-like-2 +TCONS_00024068 gene-LOC121471197_tGut-like-4 +TCONS_00024069 gene-LOC100222690_tGut-like-18 +TCONS_00024070 gene-LOC100222690_tGut-like-18 +TCONS_00024071 gene-LOC100222690_tGut-like-18 +TCONS_00024073 gene-LOC101232986_tGut-9 +TCONS_00024072 gene-LOC101232986_tGut-10 +TCONS_00024074 gene-LOC101232986_tGut-10 +TCONS_00024075 gene-MRC2_tGut +TCONS_00024076 gene-MRC2_tGut +TCONS_00024077 gene-TLK2_tGut +TCONS_00024079 gene-TLK2_tGut +TCONS_00024078 gene-TLK2_tGut +TCONS_00024084 gene-TLK2_tGut +TCONS_00024082 gene-TLK2_tGut +TCONS_00024083 gene-TLK2_tGut +TCONS_00024081 gene-TLK2_tGut +TCONS_00024080 gene-TLK2_tGut +TCONS_00024085 gene-TLK2_tGut +TCONS_00024086 gene-METTL2B_gGal +TCONS_00024087 gene-ITGB3_tGut +TCONS_00024088 gene-CRHR1_tGut +TCONS_00024089 gene-LIPE_gGal-8 +TCONS_00024090 gene-PSMC5_tGut +TCONS_00024091 gene-A2ML4_gGal +TCONS_00024092 gene-PRR29_gGal +TCONS_00024094 gene-PRR29_tGut +TCONS_00024093 gene-PRR29_tGut +TCONS_00024095 gene-FAM171A2_tGut +TCONS_00024096 gene-FAM171A2_tGut +TCONS_00024097 gene-ITGA2B_tGut-like-2 +TCONS_00024098 gene-GPATCH8_tGut +TCONS_00024100 gene-GPATCH8_tGut +TCONS_00024099 gene-GPATCH8_tGut +TCONS_00024101 gene-MYO1D_tGut +TCONS_00024102 gene-MYO1D_tGut +TCONS_00024103 gene-MYO1D_tGut +TCONS_00024104 gene-MYO1D_tGut +TCONS_00024105 gene-MYO1D_tGut +TCONS_00024106 gene-MYO1D_tGut +TCONS_00024107 gene-FMNL1_gGal +TCONS_00024108 gene-FMNL1_gGal +TCONS_00024109 gene-FMNL1_gGal +TCONS_00024110 gene-MYLKSML_gGal +TCONS_00024111 gene-HEXIM1_tGut +TCONS_00024112 gene-ACBD4_tGut-1 +TCONS_00024113 gene-ACBD4_tGut-1 +TCONS_00024114 gene-ACBD4_tGut-1 +TCONS_00024115 gene-NMT1_tGut +TCONS_00024116 gene-CCDC103_tGut +TCONS_00024117 gene-CCDC103_tGut +TCONS_00024118 gene-ADAM11_tGut +TCONS_00024119 gene-DBF4B_tGut +TCONS_00024120 gene-WNT3_tGut +TCONS_00024122 gene-GTSF1_gGal +TCONS_00024121 gene-GTSF1_gGal +TCONS_00024124 gene-GTSF1_gGal +TCONS_00024123 gene-GTSF1_gGal +TCONS_00024125 gene-LOC121471197_tGut-like-15 +TCONS_00024126 gene-LOC100217483_tGut-like-23 +TCONS_00024127 gene-LOC426957_gGal-like-12 +TCONS_00024128 gene-LOC115490766_tGut-like-12 +TCONS_00024129 gene-LOC100217483_tGut-like-10 +TCONS_00024130 gene-LOC115490766_tGut-like-2 +TCONS_00024131 gene-LOC100217483_tGut-like-8 +TCONS_00024132 gene-LOC115490766_tGut-like-8 +TCONS_00024133 gene-LOC100217483_tGut-like-4 +TCONS_00024134 gene-LOC115490766_tGut-like-6 +TCONS_00024135 gene-LOC115490766_tGut-like-7 +TCONS_00024136 gene-LOC100217483_tGut-like-1 +TCONS_00024137 gene-LOC115490766_tGut-like-3 +TCONS_00024138 gene-LOC100217483_tGut-like-6 +TCONS_00024139 gene-LOC115490766_tGut-like-1 +TCONS_00024140 gene-LOC115490766_tGut-like-9 +TCONS_00024141 gene-LOC115490766_tGut-like-5 +TCONS_00024142 gene-LOC115490766_tGut-like-10 +TCONS_00024143 gene-LOC115490766_tGut-like-11 +TCONS_00024144 gene-LOC121471197_tGut-like-13 +TCONS_00024145 gene-LOC121471197_tGut-like-12 +TCONS_00024146 gene-LOC121471218_tGut-like-1 +TCONS_00024147 gene-LOC100217483_tGut-like-5 +TCONS_00024148 gene-LOC121471174_tGut-like-1 +TCONS_00024149 gene-LOC100224242_tGut-like-11 +TCONS_00024150 gene-LOC100231293_tGut-like-1 +TCONS_00024151 gene-LOC100226410_tGut-like-4 +TCONS_00024152 gene-LOC100231293_tGut-like-10 +TCONS_00024153 gene-LOC100225573_tGut-like-3 +TCONS_00024154 gene-LOC100225221_tGut-like-19 +TCONS_00024155 gene-LOC100231293_tGut-like-2 +TCONS_00024156 gene-LOC116806676_tGut-like-1 +TCONS_00024157 gene-LOC100218826_tGut-like-15 +TCONS_00024158 gene-LOC116806676_tGut-like-1 +TCONS_00024159 gene-LOC107055268_gGal-like-1 +TCONS_00024160 gene-LOC107055270_gGal-like-3 +TCONS_00024161 gene-LOC100222674_tGut +TCONS_00024162 gene-LOC100232295_tGut +TCONS_00024163 gene-LOC428293_gGal-like-3 +TCONS_00024164 gene-LOC100858427_gGal-like-4 +TCONS_00024165 gene-LOC107055268_gGal-like-2 +TCONS_00024166 gene-LOC107055267_gGal-like-2 +TCONS_00024167 gene-LOC107055270_gGal-like-2 +TCONS_00024168 gene-DAD1_tGut +TCONS_00024169 gene-LOC768958_gGal +TCONS_00024170 gene-LOC121108859_gGal-like-13 +TCONS_00024172 gene-MPP3_tGut +TCONS_00024171 gene-MPP3_tGut +TCONS_00024174 gene-MPP3_tGut +TCONS_00024173 gene-MPP3_tGut +TCONS_00024175 gene-DUSP3_tGut +TCONS_00024176 gene-SOST_tGut +TCONS_00024177 gene-MEOX1_tGut +TCONS_00024178 gene-ETV4_tGut +TCONS_00024179 gene-ETV4_tGut +TCONS_00024180 gene-BRCA1_tGut +TCONS_00024181 gene-VAT1_tGut +TCONS_00024182 gene-PTGES3L_tGut +TCONS_00024183 gene-PTGES3L_tGut +TCONS_00024184 gene-AARSD1_gGal +TCONS_00024185 gene-AARSD1_gGal +TCONS_00024186 gene-BECN1_tGut +TCONS_00024187 gene-COA3_gGal +TCONS_00024188 gene-EZH1_tGut +TCONS_00024189 gene-EZH1_tGut +TCONS_00024190 gene-EZH1_tGut +TCONS_00024191 gene-CCR10_tGut +TCONS_00024193 gene-PLEKHH3_tGut +TCONS_00024192 gene-PLEKHH3_tGut +TCONS_00024194 gene-RETREG3_tGut +TCONS_00024195 gene-PSMC3IP_tGut +TCONS_00024196 gene-CAVIN1_tGut +TCONS_00024198 gene-STAT3_tGut +TCONS_00024197 gene-STAT3_tGut +TCONS_00024200 gene-STAT5A_gGal-like-1 +TCONS_00024199 gene-STAT5A_gGal-like-1 +TCONS_00024201 gene-STAT6_gGal-like-2 +TCONS_00024202 gene-GHDC_tGut +TCONS_00024203 gene-PIBPPDD4L_gGal +TCONS_00024204 gene-HCRT_gGal +TCONS_00024206 gene-KCNH4_tGut +TCONS_00024205 gene-KCNH4_tGut +TCONS_00024207 gene-RAB5C_tGut +TCONS_00024208 gene-LOC100218864_tGut +TCONS_00024209 gene-KAT2A_tGut +TCONS_00024210 gene-DHX58_tGut +TCONS_00024211 gene-DHX58_tGut +TCONS_00024213 gene-ZNF385C_tGut +TCONS_00024212 gene-ZNF385C_tGut +TCONS_00024214 gene-C27H17orf113_tGut +TCONS_00024215 gene-DNAJC7_tGut +TCONS_00024216 gene-DNAJC7_tGut +TCONS_00024218 gene-ACLY_tGut +TCONS_00024217 gene-ACLY_tGut +TCONS_00024219 gene-KLHL11_tGut +TCONS_00024220 gene-NT5C3B_tGut +TCONS_00024221 gene-NT5C3B_tGut +TCONS_00024222 gene-P3H4_tGut +TCONS_00024223 gene-JUP_gGal +TCONS_00024224 gene-HAP1_gGal +TCONS_00024225 gene-HAP1_gGal +TCONS_00024226 gene-HAP1_gGal +TCONS_00024227 gene-KRT17_gGal +TCONS_00024228 gene-KRT14_gGal +TCONS_00024229 gene-LOC100221664_tGut +TCONS_00024230 gene-LOC100224590_tGut +TCONS_00024231 gene-LOC100224590_tGut +TCONS_00024232 gene-LOC100227476_tGut +TCONS_00024233 gene-KRT9_gGal +TCONS_00024234 gene-KRT9_gGal +TCONS_00024235 gene-KRT10_gGal +TCONS_00024236 gene-LOC100220698_tGut +TCONS_00024237 gene-LOC100220698_tGut +TCONS_00024238 gene-LOC101233334_tGut +TCONS_00024239 gene-KRT24_gGal +TCONS_00024240 gene-KRT24_gGal +TCONS_00024241 gene-KRT13_gGal +TCONS_00024242 gene-KRT23_gGal +TCONS_00024243 gene-KRT20_tGut +TCONS_00024244 gene-LOC100229407_tGut +TCONS_00024245 gene-LOC100229407_tGut +TCONS_00024246 gene-KRT222_tGut +TCONS_00024249 gene-SMARCE1_tGut +TCONS_00024250 gene-SMARCE1_tGut +TCONS_00024248 gene-SMARCE1_tGut +TCONS_00024247 gene-SMARCE1_tGut +TCONS_00024251 gene-CCR7_tGut +TCONS_00024252 gene-TNS4_tGut +TCONS_00024253 gene-LOC101233280_tGut +TCONS_00024254 gene-TOP2A_tGut +TCONS_00024256 gene-MED24_tGut +TCONS_00024255 gene-MED24_tGut +TCONS_00024257 gene-LRRC3C_tGut +TCONS_00024258 gene-IKZF3_tGut +TCONS_00024259 gene-IKZF3_tGut +TCONS_00024260 gene-MIEN1_gGal-2 +TCONS_00024261 gene-NEUROD2_tGut +TCONS_00024262 gene-MED1_tGut +TCONS_00024263 gene-FBXL20_tGut +TCONS_00024264 gene-FBXL20_tGut +TCONS_00024265 gene-FBXL20_tGut +TCONS_00024266 gene-FBXL20_tGut +TCONS_00024267 gene-FBXL20_tGut +TCONS_00024269 gene-PLXDC1_tGut +TCONS_00024268 gene-PLXDC1_tGut +TCONS_00024270 gene-FBXO47_tGut +TCONS_00024271 gene-LOC124417426_gGal +TCONS_00024272 gene-RPL23_tGut +TCONS_00024273 gene-CWC25_tGut +TCONS_00024274 gene-PIP4K2B_tGut-like-3 +TCONS_00024275 gene-PIP4K2B_tGut-like-3 +TCONS_00024277 gene-PCGF2_tGut +TCONS_00024276 gene-PCGF2_tGut +TCONS_00024278 gene-SRCIN1_tGut-1 +TCONS_00024279 gene-SRCIN1_tGut-1 +TCONS_00024280 gene-SRCIN1_tGut-1 +TCONS_00024281 gene-SRCIN1_tGut-1 +TCONS_00024282 gene-SRCIN1_tGut-1 +TCONS_00024283 gene-GPR179_tGut +TCONS_00024284 gene-USF1_gGal-like-3 +TCONS_00024285 gene-NPEPPS_tGut +TCONS_00024286 gene-KPNB1_tGut +TCONS_00024287 gene-TBKBP1_tGut +TCONS_00024288 gene-TBX21_tGut-1 +TCONS_00024289 gene-CLPTM1_tGut-1 +TCONS_00024290 gene-SP2_tGut-like-4 +TCONS_00024291 gene-SP2_tGut-like-4 +TCONS_00024292 gene-CDK5RAP3_tGut +TCONS_00024293 gene-NFE2L1_tGut-3 +TCONS_00024294 gene-SNX11_tGut +TCONS_00024295 gene-SNX11_tGut +TCONS_00024296 gene-ATP5MC1_tGut-1 +TCONS_00024297 gene-UBE2Z_gGal +TCONS_00024298 gene-IGF2BP1_tGut +TCONS_00024299 gene-ABI3_tGut-1 +TCONS_00024300 gene-NGFR_tGut +TCONS_00024301 gene-NXPH3_tGut-like-1 +TCONS_00024303 gene-KAT7_tGut +TCONS_00024302 gene-KAT7_tGut +TCONS_00024304 gene-DLX4_tGut-like-1 +TCONS_00024305 gene-CPNE7_tGut-2 +TCONS_00024306 gene-ITGA7_tGut-like-3 +TCONS_00024308 gene-ITGA7_tGut-like-3 +TCONS_00024307 gene-ITGA7_tGut-like-3 +TCONS_00024309 gene-ITGA7_tGut-like-3 +TCONS_00024311 gene-LOC115490616_tGut-like-2 +TCONS_00024310 gene-LOC115490616_tGut-like-2 +TCONS_00024312 gene-SGCA_gGal +TCONS_00024313 gene-G6PC3_tGut +TCONS_00024314 gene-TMUB2_tGut-like-12 +TCONS_00024317 gene-RUNDC3A_tGut-1 +TCONS_00024316 gene-RUNDC3A_tGut-1 +TCONS_00024315 gene-RUNDC3A_tGut-1 +TCONS_00024320 gene-RUNDC3A_tGut-1 +TCONS_00024319 gene-RUNDC3A_tGut-1 +TCONS_00024318 gene-RUNDC3A_tGut-1 +TCONS_00024322 gene-RUNDC3A_tGut-1 +TCONS_00024321 gene-RUNDC3A_tGut-1 +TCONS_00024323 gene-RUNDC3A_tGut-1 +TCONS_00024325 gene-RUNDC3A_tGut-1 +TCONS_00024324 gene-RUNDC3A_tGut-1 +TCONS_00024326 gene-MAPT_tGut +TCONS_00024327 gene-MAPT_tGut +TCONS_00024332 gene-MAPT_tGut +TCONS_00024334 gene-MAPT_tGut +TCONS_00024336 gene-MAPT_tGut +TCONS_00024337 gene-MAPT_tGut +TCONS_00024335 gene-MAPT_tGut +TCONS_00024333 gene-MAPT_tGut +TCONS_00024331 gene-MAPT_tGut +TCONS_00024330 gene-MAPT_tGut +TCONS_00024329 gene-MAPT_tGut +TCONS_00024328 gene-MAPT_tGut +TCONS_00024338 gene-LOC101751949_gGal +TCONS_00024339 gene-CCDC47_tGut +TCONS_00024342 gene-STRADA_tGut +TCONS_00024341 gene-STRADA_tGut +TCONS_00024340 gene-STRADA_tGut +TCONS_00024343 gene-STRADA_tGut +TCONS_00024344 gene-LIMD2_tGut +TCONS_00024345 gene-CYB561_gGal-5 +TCONS_00024346 gene-TPGS1_tGut +TCONS_00024347 gene-CDC34_tGut +TCONS_00024348 gene-BSG_tGut +TCONS_00024349 gene-HCN2_tGut +TCONS_00024350 gene-HCN2_tGut +TCONS_00024352 gene-FGF22_tGut +TCONS_00024351 gene-FGF22_tGut +TCONS_00024354 gene-FGF22_tGut +TCONS_00024353 gene-FGF22_tGut +TCONS_00024355 gene-FSTL3_tGut +TCONS_00024357 gene-PALM_tGut +TCONS_00024356 gene-PALM_tGut +TCONS_00024360 gene-PALM_tGut +TCONS_00024359 gene-PALM_tGut +TCONS_00024358 gene-PALM_tGut +TCONS_00024362 gene-PTBP1_tGut +TCONS_00024361 gene-PTBP1_tGut +TCONS_00024364 gene-PTBP1_tGut +TCONS_00024363 gene-PTBP1_tGut +TCONS_00024365 gene-CFD_gGal +TCONS_00024366 gene-ARID3A_tGut +TCONS_00024367 gene-WDR18_tGut +TCONS_00024368 gene-WDR18_tGut +TCONS_00024369 gene-GRIN3B_tGut +TCONS_00024370 gene-ARHGAP45_tGut +TCONS_00024371 gene-ARHGAP45_tGut +TCONS_00024372 gene-STK11_tGut +TCONS_00024373 gene-STK11_tGut +TCONS_00024374 gene-MIDN_tGut +TCONS_00024375 gene-MIDN_tGut +TCONS_00024376 gene-CIRBP_tGut +TCONS_00024377 gene-CIRBP_tGut +TCONS_00024378 gene-FAM174C_tGut +TCONS_00024379 gene-EFNA2_tGut +TCONS_00024380 gene-CAMK4L_gGal +TCONS_00024381 gene-PWWP3A_tGut +TCONS_00024382 gene-NDUFS7_tGut +TCONS_00024384 gene-DAZAP1_tGut +TCONS_00024383 gene-DAZAP1_tGut +TCONS_00024386 gene-DAZAP1_tGut +TCONS_00024385 gene-DAZAP1_tGut +TCONS_00024387 gene-RPS15_tGut +TCONS_00024388 gene-APC2_gGal +TCONS_00024389 gene-PCSK4_tGut +TCONS_00024390 gene-SGTA_tGut +TCONS_00024391 gene-SLC39A3_tGut +TCONS_00024392 gene-DIRAS1_tGut +TCONS_00024393 gene-GNG7_tGut +TCONS_00024394 gene-LOC100859819_gGal +TCONS_00024395 gene-MAP1S_gGal +TCONS_00024396 gene-LOC101748987_gGal +TCONS_00024398 gene-LOC101748987_gGal +TCONS_00024397 gene-LOC101748987_gGal +TCONS_00024399 gene-SLC5A6_gGal-like-1 +TCONS_00024402 gene-SLC5A5_gGal-like-1 +TCONS_00024401 gene-SLC5A5_gGal-like-1 +TCONS_00024400 gene-SLC5A5_gGal-like-1 +TCONS_00024403 gene-CCDC124_gGal +TCONS_00024406 gene-GLCE_tGut-1 +TCONS_00024408 gene-GLCE_tGut-1 +TCONS_00024409 gene-GLCE_tGut-1 +TCONS_00024407 gene-GLCE_tGut-1 +TCONS_00024405 gene-GLCE_tGut-1 +TCONS_00024404 gene-GLCE_tGut-1 +TCONS_00024410 gene-GLCE_tGut-1 +TCONS_00024412 gene-OCLN_tGut-2 +TCONS_00024413 gene-OCLN_tGut-2 +TCONS_00024411 gene-OCLN_tGut-2 +TCONS_00024414 gene-OCLN_tGut-2 +TCONS_00024415 gene-USHBP1_tGut-1 +TCONS_00024416 gene-BABAM1_tGut-5 +TCONS_00024417 gene-BABAM1_tGut-5 +TCONS_00024418 gene-BABAM1_tGut-5 +TCONS_00024419 gene-MRPL34_tGut +TCONS_00024421 gene-DDA1_tGut-1 +TCONS_00024420 gene-DDA1_tGut-1 +TCONS_00024423 gene-DDA1_tGut-1 +TCONS_00024422 gene-DDA1_tGut-1 +TCONS_00024424 gene-ANO8_tGut-like-1 +TCONS_00024425 gene-GTPBP3_tGut-like-2 +TCONS_00024426 gene-GTPBP3_tGut-like-2 +TCONS_00024429 gene-SUGP1_tGut +TCONS_00024428 gene-SUGP1_tGut +TCONS_00024427 gene-SUGP1_tGut +TCONS_00024430 gene-TM6SF2_tGut +TCONS_00024431 gene-TM6SF2_tGut +TCONS_00024432 gene-HAPLN4_tGut-like-2 +TCONS_00024433 gene-NR2C2AP_gGal +TCONS_00024434 gene-BORCS8_tGut +TCONS_00024435 gene-BORCS8_tGut +TCONS_00024436 gene-MEF2B_gGal +TCONS_00024437 gene-TMEM161A_tGut +TCONS_00024438 gene-SUGP2_tGut +TCONS_00024440 gene-SUGP2_tGut +TCONS_00024439 gene-SUGP2_tGut +TCONS_00024441 gene-SUGP2_tGut +TCONS_00024442 gene-SUGP2_tGut +TCONS_00024443 gene-HOMER3_tGut +TCONS_00024444 gene-COPE_tGut +TCONS_00024445 gene-CERS1_tGut +TCONS_00024446 gene-GDF1_tGut +TCONS_00024447 gene-COMP_gGal +TCONS_00024448 gene-CRLF1_tGut-2 +TCONS_00024449 gene-CRLF1_tGut-2 +TCONS_00024450 gene-CRLF1_tGut-2 +TCONS_00024451 gene-FKBP8_tGut +TCONS_00024452 gene-FKBP8_tGut +TCONS_00024453 gene-FKBP8_tGut +TCONS_00024454 gene-ELL_tGut +TCONS_00024455 gene-ISYNA1_tGut-like-1 +TCONS_00024456 gene-LOC112530443_gGal +TCONS_00024457 gene-LSM4_tGut +TCONS_00024458 gene-JUND_gGal +TCONS_00024461 gene-LOC107055358_gGal +TCONS_00024460 gene-LOC107055358_gGal +TCONS_00024459 gene-LOC107055358_gGal +TCONS_00024462 gene-PDE4C_tGut-1 +TCONS_00024463 gene-PDE4C_tGut-1 +TCONS_00024464 gene-PDE4C_tGut-1 +TCONS_00024465 gene-RAB3A_tGut +TCONS_00024466 gene-NRTN_tGut +TCONS_00024467 gene-ATCAY_tGut +TCONS_00024468 gene-ATCAY_tGut +TCONS_00024469 gene-NMRK2_tGut +TCONS_00024470 gene-NMRK2_tGut +TCONS_00024471 gene-PIAS4_tGut +TCONS_00024472 gene-PIAS4_tGut +TCONS_00024473 gene-PIAS4_tGut +TCONS_00024474 gene-LOC124417433_gGal +TCONS_00024475 gene-CREB3L3_tGut +TCONS_00024476 gene-ANKRD24_tGut +TCONS_00024477 gene-ANKRD24_tGut +TCONS_00024479 gene-ANKRD24_tGut +TCONS_00024478 gene-ANKRD24_tGut +TCONS_00024480 gene-ANKRD24_tGut +TCONS_00024481 gene-ANKRD24_tGut +TCONS_00024482 gene-FBN3_tGut +TCONS_00024483 gene-YJU2_tGut +TCONS_00024484 gene-SHD_tGut-3 +TCONS_00024485 gene-CHAF1A_tGut +TCONS_00024487 gene-HDGFL2_tGut +TCONS_00024486 gene-HDGFL2_tGut +TCONS_00024488 gene-TNFAIP8L1_tGut +TCONS_00024489 gene-FEM1A_tGut +TCONS_00024491 gene-UHRF1_tGut +TCONS_00024490 gene-UHRF1_tGut +TCONS_00024492 gene-UHRF1_tGut +TCONS_00024495 gene-KDM4B_tGut +TCONS_00024497 gene-KDM4B_tGut +TCONS_00024496 gene-KDM4B_tGut +TCONS_00024494 gene-KDM4B_tGut +TCONS_00024493 gene-KDM4B_tGut +TCONS_00024498 gene-TPM4_tGut-like-1 +TCONS_00024499 gene-TPM4_tGut-like-1 +TCONS_00024500 gene-TPM4_tGut-like-1 +TCONS_00024501 gene-TPM4_tGut-like-1 +TCONS_00024502 gene-TPM4_tGut-like-1 +TCONS_00024503 gene-TPM4_tGut-like-1 +TCONS_00024504 gene-RAB8A_tGut-like-2 +TCONS_00024505 gene-FAM32A_tGut +TCONS_00024506 gene-AP1M1_tGut +TCONS_00024507 gene-KLF2_tGut +TCONS_00024508 gene-C28H19orf44_tGut +TCONS_00024510 gene-SHC2_tGut +TCONS_00024509 gene-SHC2_tGut +TCONS_00024511 gene-C2CD4C_tGut +TCONS_00024514 gene-MIER2_tGut +TCONS_00024513 gene-MIER2_tGut +TCONS_00024512 gene-MIER2_tGut +TCONS_00024517 gene-MIER2_tGut +TCONS_00024518 gene-MIER2_tGut +TCONS_00024516 gene-MIER2_tGut +TCONS_00024515 gene-MIER2_tGut +TCONS_00024519 gene-MIER2_tGut +TCONS_00024520 gene-PLPP2_tGut-1 +TCONS_00024522 gene-LOC100226230_tGut-like-1 +TCONS_00024521 gene-LOC100226230_tGut-like-1 +TCONS_00024523 gene-LOC100226230_tGut-like-1 +TCONS_00024524 gene-LOC100226230_tGut-like-1 +TCONS_00024525 gene-LOC100226230_tGut-like-1 +TCONS_00024526 gene-GNA11_tGut +TCONS_00024527 gene-GNA11_tGut +TCONS_00024528 gene-S1PR4_tGut +TCONS_00024529 gene-NCLN_tGut +TCONS_00024532 gene-CELF5_tGut +TCONS_00024531 gene-CELF5_tGut +TCONS_00024530 gene-CELF5_tGut +TCONS_00024534 gene-CELF5_tGut +TCONS_00024533 gene-CELF5_tGut +TCONS_00024535 gene-MICOS13_tGut +TCONS_00024536 gene-SAFB2_gGal-like-2 +TCONS_00024540 gene-SAFB_gGal-like-1 +TCONS_00024539 gene-SAFB2_gGal-like-2 +TCONS_00024538 gene-SAFB2_gGal-like-2 +TCONS_00024537 gene-SAFB2_gGal-like-2 +TCONS_00024541 gene-SAFB_gGal-like-1 +TCONS_00024542 gene-SAFB2_gGal-like-2 +TCONS_00024543 gene-TMEM38A_tGut +TCONS_00024544 gene-TMEM38A_tGut +TCONS_00024545 gene-SIN3B_tGut +TCONS_00024546 gene-F2RL3_tGut +TCONS_00024549 gene-MYO9B_tGut +TCONS_00024551 gene-MYO9B_tGut +TCONS_00024552 gene-MYO9B_tGut +TCONS_00024550 gene-MYO9B_tGut +TCONS_00024548 gene-MYO9B_tGut +TCONS_00024547 gene-MYO9B_tGut +TCONS_00024553 gene-USE1_tGut +TCONS_00024555 gene-INSR_tGut +TCONS_00024554 gene-INSR_tGut +TCONS_00024556 gene-INSR_tGut +TCONS_00024558 gene-ARHGEF18_tGut +TCONS_00024557 gene-ARHGEF18_tGut +TCONS_00024559 gene-ARHGEF18_tGut +TCONS_00024560 gene-ARRDC2_tGut +TCONS_00024561 gene-ARRDC2_tGut +TCONS_00024563 gene-MAST3_tGut-2 +TCONS_00024562 gene-MAST3_tGut-2 +TCONS_00024564 gene-MAST3_tGut-2 +TCONS_00024565 gene-MAST3_tGut-2 +TCONS_00024566 gene-PIK3R2_tGut +TCONS_00024567 gene-IFI30_tGut +TCONS_00024568 gene-ACSBG2_gGal +TCONS_00024569 gene-ACSBG2_gGal +TCONS_00024570 gene-ACSBG2_gGal +TCONS_00024571 gene-ANP32B_gGal +TCONS_00024572 gene-ANP32B_gGal +TCONS_00024573 gene-ZAP70_gGal +TCONS_00024574 gene-NFILZ_tGut +TCONS_00024575 gene-LOC115490886_tGut +TCONS_00024576 gene-LINGO3_tGut +TCONS_00024577 gene-PEAK3_tGut +TCONS_00024578 gene-PEAK3_tGut +TCONS_00024580 gene-LOC121107741_gGal +TCONS_00024579 gene-LOC121107741_gGal +TCONS_00024581 gene-PLEKHJ1_tGut +TCONS_00024582 gene-AP3D1_tGut +TCONS_00024583 gene-AP3D1_tGut +TCONS_00024585 gene-MOB3A_gGal +TCONS_00024584 gene-MOB3A_gGal +TCONS_00024586 gene-MKNK2_tGut +TCONS_00024587 gene-BTBD2_tGut +TCONS_00024588 gene-LOC100229929_tGut +TCONS_00024589 gene-ABHD17A_tGut +TCONS_00024590 gene-REXO1_tGut +TCONS_00024591 gene-REXO1_tGut +TCONS_00024592 gene-REXO1_tGut +TCONS_00024594 gene-ATP8B3_tGut +TCONS_00024593 gene-ATP8B3_tGut +TCONS_00024596 gene-ATP8B3_tGut +TCONS_00024595 gene-ATP8B3_tGut +TCONS_00024597 gene-ATP8B3_tGut +TCONS_00024598 gene-TCF3_tGut +TCONS_00024600 gene-TCF3_tGut +TCONS_00024599 gene-TCF3_tGut +TCONS_00024606 gene-TCF3_tGut +TCONS_00024608 gene-TCF3_tGut +TCONS_00024610 gene-TCF3_tGut +TCONS_00024612 gene-TCF3_tGut +TCONS_00024614 gene-TCF3_tGut +TCONS_00024615 gene-TCF3_tGut +TCONS_00024613 gene-TCF3_tGut +TCONS_00024611 gene-TCF3_tGut +TCONS_00024609 gene-TCF3_tGut +TCONS_00024607 gene-TCF3_tGut +TCONS_00024605 gene-TCF3_tGut +TCONS_00024603 gene-TCF3_tGut +TCONS_00024604 gene-TCF3_tGut +TCONS_00024602 gene-TCF3_tGut +TCONS_00024601 gene-TCF3_tGut +TCONS_00024619 gene-TCF3_tGut +TCONS_00024620 gene-TCF3_tGut +TCONS_00024622 gene-TCF3_tGut +TCONS_00024621 gene-TCF3_tGut +TCONS_00024618 gene-TCF3_tGut +TCONS_00024617 gene-TCF3_tGut +TCONS_00024616 gene-TCF3_tGut +TCONS_00024623 gene-TCF3_tGut +TCONS_00024624 gene-TCF3_tGut +TCONS_00024625 gene-UQCR11_tGut +TCONS_00024626 gene-MBD3_tGut +TCONS_00024627 gene-MBD3_tGut +TCONS_00024628 gene-MBD3_tGut +TCONS_00024629 gene-MEX3D_tGut +TCONS_00024630 gene-NFIC_tGut +TCONS_00024631 gene-NFIC_tGut +TCONS_00024632 gene-NFIC_tGut +TCONS_00024634 gene-NFIC_tGut +TCONS_00024633 gene-NFIC_tGut +TCONS_00024635 gene-FZR1_tGut +TCONS_00024636 gene-HMG20B_tGut +TCONS_00024637 gene-HMG20B_tGut +TCONS_00024638 gene-GIPC3_tGut-1 +TCONS_00024639 gene-TJP3_tGut +TCONS_00024640 gene-MRPL54_tGut-like-6 +TCONS_00024643 gene-ELAVL1_tGut +TCONS_00024644 gene-ELAVL1_tGut +TCONS_00024642 gene-ELAVL1_tGut +TCONS_00024641 gene-ELAVL1_tGut +TCONS_00024645 gene-POLE4_tGut +TCONS_00024646 gene-RPS28_tGut +TCONS_00024647 gene-ANGPTL4_tGut +TCONS_00024648 gene-RAB11B_tGut +TCONS_00024649 gene-MARCHF2_tGut +TCONS_00024650 gene-CERS4_tGut +TCONS_00024651 gene-CERS4_tGut +TCONS_00024652 gene-CERS4L_gGal +TCONS_00024653 gene-SPPL2B_tGut +TCONS_00024654 gene-SPPL2B_tGut +TCONS_00024655 gene-TMPRSS9_tGut +TCONS_00024656 gene-RPL36_tGut +TCONS_00024659 gene-RANBP3_tGut +TCONS_00024661 gene-RANBP3_tGut +TCONS_00024663 gene-RANBP3_tGut +TCONS_00024664 gene-RANBP3_tGut +TCONS_00024662 gene-RANBP3_tGut +TCONS_00024660 gene-RANBP3_tGut +TCONS_00024658 gene-RANBP3_tGut +TCONS_00024657 gene-RANBP3_tGut +TCONS_00024666 gene-RANBP3_tGut +TCONS_00024665 gene-RANBP3_tGut +TCONS_00024667 gene-NDUFA11_tGut +TCONS_00024668 gene-KLHL33_tGut +TCONS_00024669 gene-KLHL33_tGut +TCONS_00024670 gene-LOC100217831_tGut +TCONS_00024672 gene-RAB18L_gGal +TCONS_00024671 gene-RAB18L_gGal +TCONS_00024673 gene-DHX8_tGut +TCONS_00024674 gene-NBR1_tGut +TCONS_00024676 gene-NBR1_tGut +TCONS_00024675 gene-NBR1_tGut +TCONS_00024677 gene-NBR1_tGut +TCONS_00024679 gene-RND2_tGut +TCONS_00024678 gene-RND2_tGut +TCONS_00024681 gene-LOC115490720_tGut +TCONS_00024680 gene-LOC115490720_tGut +TCONS_00024682 gene-IFI35_tGut +TCONS_00024683 gene-RPL27_tGut +TCONS_00024684 gene-RUNDC1_tGut +TCONS_00024685 gene-G6PC1_tGut +TCONS_00024686 gene-AOC3_tGut +TCONS_00024687 gene-AOC3_tGut +TCONS_00024688 gene-AOC2_tGut +TCONS_00024689 gene-PSME3_tGut +TCONS_00024690 gene-CNTD1_tGut +TCONS_00024693 gene-WNK4_tGut +TCONS_00024695 gene-WNK4_tGut +TCONS_00024696 gene-WNK4_tGut +TCONS_00024694 gene-WNK4_tGut +TCONS_00024692 gene-WNK4_tGut +TCONS_00024691 gene-WNK4_tGut +TCONS_00024698 gene-WNK4_tGut +TCONS_00024697 gene-WNK4_tGut +TCONS_00024699 gene-VPS25_tGut +TCONS_00024701 gene-RAMP2_tGut +TCONS_00024700 gene-RAMP2_tGut +TCONS_00024702 gene-CNTNAP1_tGut +TCONS_00024705 gene-TUBG1_tGut +TCONS_00024704 gene-TUBG1_tGut +TCONS_00024703 gene-TUBG1_tGut +TCONS_00024707 gene-TUBG1_tGut +TCONS_00024706 gene-TUBG1_tGut +TCONS_00024708 gene-MLX_tGut +TCONS_00024709 gene-NAGLU_tGut +TCONS_00024712 gene-ATP6V0A1_tGut +TCONS_00024714 gene-ATP6V0A1_tGut +TCONS_00024716 gene-ATP6V0A1_tGut +TCONS_00024717 gene-ATP6V0A1_tGut +TCONS_00024715 gene-ATP6V0A1_tGut +TCONS_00024713 gene-ATP6V0A1_tGut +TCONS_00024711 gene-ATP6V0A1_tGut +TCONS_00024710 gene-ATP6V0A1_tGut +TCONS_00024719 gene-ATP6V0A1_tGut +TCONS_00024718 gene-ATP6V0A1_tGut +TCONS_00024720 gene-HSPB9_gGal +TCONS_00024721 gene-NKIRAS2_tGut +TCONS_00024722 gene-CNP_gGal +TCONS_00024723 gene-ODAD4_tGut +TCONS_00024724 gene-KLHL10_tGut +TCONS_00024725 gene-FKBP10_tGut +TCONS_00024726 gene-FKBP10_tGut +TCONS_00024727 gene-LOC115490737_tGut +TCONS_00024728 gene-EIF1_tGut +TCONS_00024729 gene-IGFBP4_tGut +TCONS_00024730 gene-CDC6_tGut +TCONS_00024731 gene-WIPF2_gGal +TCONS_00024732 gene-RAPGEFL1_tGut +TCONS_00024733 gene-MSL1_tGut +TCONS_00024734 gene-THRA_tGut +TCONS_00024735 gene-OSBP_gGal-1 +TCONS_00024736 gene-CSF3_tGut +TCONS_00024737 gene-PSMD3_tGut +TCONS_00024739 gene-GSDMA_tGut +TCONS_00024738 gene-GSDMA_tGut +TCONS_00024740 gene-ORMDL3_tGut +TCONS_00024741 gene-ZPBP2_tGut +TCONS_00024742 gene-RDH8L1_gGal +TCONS_00024744 gene-GRB7_tGut +TCONS_00024743 gene-GRB7_tGut +TCONS_00024746 gene-ERBB2_tGut-like-3 +TCONS_00024745 gene-ERBB2_tGut-like-3 +TCONS_00024747 gene-PNMT_tGut-like-1 +TCONS_00024748 gene-TCAP_gGal-1 +TCONS_00024749 gene-STARD3_tGut +TCONS_00024750 gene-STARD3_tGut +TCONS_00024751 gene-PPP1R1B_tGut +TCONS_00024753 gene-CDK12_tGut +TCONS_00024752 gene-CDK12_tGut +TCONS_00024754 gene-CDK12_tGut +TCONS_00024755 gene-RPL19_tGut +TCONS_00024756 gene-LOC115490627_tGut +TCONS_00024757 gene-LASP1_tGut-1 +TCONS_00024758 gene-LASP1_tGut-1 +TCONS_00024759 gene-LASP1_tGut-1 +TCONS_00024760 gene-LASP1_tGut-1 +TCONS_00024761 gene-PSMB3_tGut-like-1 +TCONS_00024762 gene-CISD3_tGut-6 +TCONS_00024763 gene-MLLT6_tGut +TCONS_00024764 gene-MLLT6_tGut +TCONS_00024766 gene-MLLT6_tGut +TCONS_00024765 gene-MLLT6_tGut +TCONS_00024767 gene-LOC115490721_tGut +TCONS_00024770 gene-SOCS7_tGut-like-1 +TCONS_00024769 gene-SOCS7_tGut-like-1 +TCONS_00024768 gene-SOCS7_tGut-like-1 +TCONS_00024771 gene-MRPL45_tGut +TCONS_00024772 gene-OSBPL7_tGut +TCONS_00024773 gene-MRPL10_tGut-2 +TCONS_00024774 gene-SCRN2_tGut +TCONS_00024775 gene-SP6_tGut-like-7 +TCONS_00024776 gene-PRR15L_tGut-like-1 +TCONS_00024777 gene-CDK5RAP3_tGut +TCONS_00024778 gene-DNMT3A_gGal-1 +TCONS_00024779 gene-CBX5_tGut-like-2 +TCONS_00024781 gene-SKAP1_tGut-2 +TCONS_00024780 gene-SKAP1_tGut-2 +TCONS_00024782 gene-SKAP1_tGut-2 +TCONS_00024784 gene-SKAP1_tGut-2 +TCONS_00024783 gene-SKAP1_tGut-2 +TCONS_00024785 gene-HOXB1_tGut +TCONS_00024786 gene-HOXB1_tGut +TCONS_00024787 gene-HOXB2_tGut +TCONS_00024789 gene-HOXB3_tGut +TCONS_00024788 gene-HOXB3_tGut +TCONS_00024790 gene-HOXB4_tGut-1 +TCONS_00024791 gene-HOXB4_tGut-1 +TCONS_00024792 gene-HOXB5_tGut-1 +TCONS_00024794 gene-HOXB6_tGut-1 +TCONS_00024793 gene-HOXB6_tGut-1 +TCONS_00024795 gene-HOXB7_tGut +TCONS_00024796 gene-HOXB8_tGut +TCONS_00024798 gene-HOXB9_tGut +TCONS_00024797 gene-HOXB9_tGut +TCONS_00024799 gene-HOXB13_gGal +TCONS_00024800 gene-CALCOCO2_gGal +TCONS_00024801 gene-SNF8_tGut +TCONS_00024802 gene-LOC107050964_gGal-like-2 +TCONS_00024803 gene-GIP_gGal +TCONS_00024804 gene-GNGT2_tGut +TCONS_00024805 gene-PHOSPHO1_tGut +TCONS_00024806 gene-ZNF652_tGut-like-2 +TCONS_00024807 gene-PHB_tGut +TCONS_00024808 gene-SPOP_gGal +TCONS_00024809 gene-SLC35B1_tGut +TCONS_00024810 gene-DLX4_tGut-like-2 +TCONS_00024814 gene-COL1A1_gGal-1 +TCONS_00024813 gene-STARD10_tGut-like-3 +TCONS_00024812 gene-STARD10_tGut-like-3 +TCONS_00024811 gene-STARD10_tGut-like-3 +TCONS_00024815 gene-LOC115490742_tGut +TCONS_00024816 gene-MPP2_tGut-like-1 +TCONS_00024818 gene-MPP2_tGut-like-1 +TCONS_00024817 gene-MPP2_tGut-like-1 +TCONS_00024821 gene-MPP2_tGut-like-1 +TCONS_00024822 gene-MPP2_tGut-like-1 +TCONS_00024820 gene-MPP2_tGut-like-1 +TCONS_00024819 gene-MPP2_tGut-like-1 +TCONS_00024823 gene-PPY_gGal-2 +TCONS_00024824 gene-LOC115490750_tGut-like-3 +TCONS_00024825 gene-TMEM101_tGut +TCONS_00024826 gene-LSM12_tGut-like-1 +TCONS_00024829 gene-UBTF_tGut +TCONS_00024828 gene-UBTF_tGut +TCONS_00024827 gene-UBTF_tGut +TCONS_00024830 gene-SLC4A1_tGut +TCONS_00024832 gene-SLC4A1_tGut +TCONS_00024831 gene-SLC4A1_tGut +TCONS_00024834 gene-SLC4A1_tGut +TCONS_00024833 gene-SLC4A1_tGut +TCONS_00024836 gene-SLC25A39_tGut +TCONS_00024835 gene-SLC25A39_tGut +TCONS_00024838 gene-KANSL1_tGut +TCONS_00024837 gene-KANSL1_tGut +TCONS_00024840 gene-CDC27_tGut +TCONS_00024839 gene-CDC27_tGut +TCONS_00024841 gene-CDC27_tGut +TCONS_00024842 gene-RNF113A2_tGut +TCONS_00024844 gene-MAP3K3_tGut +TCONS_00024843 gene-MAP3K3_tGut +TCONS_00024845 gene-MAP3K3_tGut +TCONS_00024846 gene-DCAF7_gGal +TCONS_00024848 gene-KCNH6_tGut +TCONS_00024847 gene-KCNH6_tGut +TCONS_00024849 gene-ACE_tGut +TCONS_00024850 gene-ACE_tGut +TCONS_00024851 gene-TANC2_tGut +TCONS_00024852 gene-TANC2_tGut +TCONS_00024853 gene-TANC2_tGut +TCONS_00024859 gene-TANC2_tGut +TCONS_00024861 gene-TANC2_tGut +TCONS_00024863 gene-TANC2_tGut +TCONS_00024862 gene-TANC2_tGut +TCONS_00024860 gene-TANC2_tGut +TCONS_00024858 gene-TANC2_tGut +TCONS_00024856 gene-TANC2_tGut +TCONS_00024857 gene-TANC2_tGut +TCONS_00024855 gene-TANC2_tGut +TCONS_00024854 gene-TANC2_tGut +TCONS_00024864 gene-POLRMT_tGut +TCONS_00024865 gene-POLRMT_tGut +TCONS_00024866 gene-POLRMT_tGut +TCONS_00024867 gene-RNF126_tGut +TCONS_00024868 gene-RNF126_tGut +TCONS_00024870 gene-PRSS57_tGut +TCONS_00024869 gene-PRSS57_tGut +TCONS_00024871 gene-LOC115490872_tGut +TCONS_00024872 gene-PLPPR3_tGut +TCONS_00024873 gene-MED16_tGut +TCONS_00024874 gene-R3HDM4_tGut +TCONS_00024876 gene-TMEM259_tGut +TCONS_00024875 gene-TMEM259_tGut +TCONS_00024877 gene-ABCA7_tGut +TCONS_00024878 gene-CNN2_tGut-like-2 +TCONS_00024879 gene-CNN2_tGut-like-2 +TCONS_00024880 gene-POLR2E_tGut +TCONS_00024881 gene-SBNO2_tGut +TCONS_00024882 gene-SBNO2_tGut +TCONS_00024883 gene-SBNO2_tGut +TCONS_00024884 gene-SBNO2_tGut +TCONS_00024885 gene-SBNO2_tGut +TCONS_00024886 gene-CBARP_gGal +TCONS_00024887 gene-GAMT_tGut-2 +TCONS_00024888 gene-GAMT_tGut-2 +TCONS_00024889 gene-GZMM_gGal +TCONS_00024890 gene-REEP6_tGut +TCONS_00024891 gene-REEP6_tGut +TCONS_00024893 gene-ADAMTSL5_tGut-1 +TCONS_00024892 gene-ADAMTSL5_tGut-1 +TCONS_00024894 gene-ADAMTSL5_tGut-1 +TCONS_00024895 gene-THOP1_tGut +TCONS_00024896 gene-GADD45B_tGut +TCONS_00024897 gene-GADD45B_tGut +TCONS_00024898 gene-TYK2_tGut-3 +TCONS_00024899 gene-TYK2_tGut-3 +TCONS_00024900 gene-OCLN_tGut-2 +TCONS_00024902 gene-NR2F6_tGut-1 +TCONS_00024901 gene-NR2F6_tGut-1 +TCONS_00024903 gene-NR2F6_tGut-1 +TCONS_00024905 gene-USHBP1_tGut-1 +TCONS_00024904 gene-USHBP1_tGut-1 +TCONS_00024907 gene-USHBP1_tGut-1 +TCONS_00024906 gene-USHBP1_tGut-1 +TCONS_00024908 gene-BABAM1_tGut-5 +TCONS_00024909 gene-LOC107053190_gGal-3 +TCONS_00024910 gene-UNK_tGut-2 +TCONS_00024911 gene-ABHD8_tGut-1 +TCONS_00024912 gene-PLVAP_gGal +TCONS_00024914 gene-LOC116806695_tGut +TCONS_00024913 gene-LOC116806695_tGut +TCONS_00024915 gene-LOC121468305_tGut-14 +TCONS_00024916 gene-CILP2_tGut +TCONS_00024917 gene-YJEFN3_tGut-like-3 +TCONS_00024918 gene-NDUFA13_tGut-like-1 +TCONS_00024921 gene-TBRG4_tGut-2 +TCONS_00024922 gene-TBRG4_tGut-2 +TCONS_00024920 gene-TBRG4_tGut-2 +TCONS_00024919 gene-TBRG4_tGut-2 +TCONS_00024923 gene-TBRG4_tGut-2 +TCONS_00024924 gene-MAU2_tGut +TCONS_00024925 gene-NCAN_gGal +TCONS_00024926 gene-RFXANK_tGut-1 +TCONS_00024927 gene-TMEM221_gGal +TCONS_00024928 gene-SLC25A42_tGut +TCONS_00024930 gene-SLC25A42_tGut +TCONS_00024929 gene-SLC25A42_tGut +TCONS_00024931 gene-ARMC6_tGut +TCONS_00024932 gene-DDX49_tGut +TCONS_00024934 gene-UPF1_tGut +TCONS_00024933 gene-UPF1_tGut +TCONS_00024935 gene-CRTC1_tGut-like-1 +TCONS_00024939 gene-CRTC1_tGut-like-1 +TCONS_00024938 gene-CRTC1_tGut-like-1 +TCONS_00024937 gene-CRTC1_tGut-like-1 +TCONS_00024936 gene-CRTC1_tGut-like-1 +TCONS_00024940 gene-KLHL26_tGut +TCONS_00024942 gene-KLHL26_tGut +TCONS_00024941 gene-KLHL26_tGut +TCONS_00024943 gene-TMEM59L_tGut-1 +TCONS_00024944 gene-REX1BD_tGut-2 +TCONS_00024945 gene-UBA52_tGut +TCONS_00024946 gene-SSBP4_tGut +TCONS_00024947 gene-SSBP4_tGut +TCONS_00024948 gene-GDF15_tGut +TCONS_00024950 gene-PGPEP1_tGut +TCONS_00024949 gene-PGPEP1_tGut +TCONS_00024951 gene-MPV17L2_tGut +TCONS_00024952 gene-DUS3L_tGut +TCONS_00024953 gene-FUT6_gGal +TCONS_00024954 gene-DAPK3_tGut +TCONS_00024955 gene-DAPK3_tGut +TCONS_00024956 gene-EEF2_tGut +TCONS_00024957 gene-ZBTB7A_tGut +TCONS_00024958 gene-MAP2K2_tGut +TCONS_00024959 gene-SIRT6_tGut +TCONS_00024960 gene-CTXN1_tGut-1 +TCONS_00024961 gene-TIMM44_tGut-3 +TCONS_00024962 gene-HNRNPM_tGut +TCONS_00024964 gene-HNRNPM_tGut +TCONS_00024963 gene-HNRNPM_tGut +TCONS_00024965 gene-TMIGD2_gGal-1 +TCONS_00024966 gene-TMIGD2_gGal-1 +TCONS_00024968 gene-SH3GL1_tGut +TCONS_00024967 gene-SH3GL1_gGal +TCONS_00024970 gene-SH3GL1_tGut +TCONS_00024969 gene-SH3GL1_gGal +TCONS_00024971 gene-UBXN6_tGut +TCONS_00024972 gene-UBXN6_tGut +TCONS_00024974 gene-UBXN6_tGut +TCONS_00024973 gene-UBXN6_tGut +TCONS_00024975 gene-PLIN4_gGal +TCONS_00024976 gene-PLIN5_gGal +TCONS_00024977 gene-SEMA6B_tGut-like-1 +TCONS_00024978 gene-MYDGF_tGut-1 +TCONS_00024980 gene-LOC100226165_tGut +TCONS_00024979 gene-LOC100226165_tGut +TCONS_00024982 gene-DPP9_tGut +TCONS_00024981 gene-DPP9_tGut +TCONS_00024984 gene-DPP9_tGut +TCONS_00024983 gene-DPP9_tGut +TCONS_00024985 gene-TICAM1_tGut +TCONS_00024986 gene-PLIN3_gGal +TCONS_00024989 gene-PTPRS_tGut +TCONS_00024991 gene-PTPRS_tGut +TCONS_00024993 gene-PTPRS_tGut +TCONS_00024995 gene-PTPRS_tGut +TCONS_00024997 gene-PTPRS_tGut +TCONS_00024999 gene-PTPRS_tGut +TCONS_00024998 gene-PTPRS_tGut +TCONS_00024996 gene-PTPRS_tGut +TCONS_00024994 gene-PTPRS_tGut +TCONS_00024992 gene-PTPRS_tGut +TCONS_00024990 gene-PTPRS_tGut +TCONS_00024988 gene-PTPRS_tGut +TCONS_00024987 gene-PTPRS_tGut +TCONS_00025000 gene-CIB3_tGut +TCONS_00025001 gene-CIB3_tGut +TCONS_00025002 gene-EPS15L1_tGut +TCONS_00025005 gene-EPS15L1_tGut +TCONS_00025004 gene-EPS15L1_tGut +TCONS_00025003 gene-EPS15L1_tGut +TCONS_00025007 gene-EPS15L1_tGut +TCONS_00025006 gene-EPS15L1_tGut +TCONS_00025008 gene-EPS15L1_tGut +TCONS_00025009 gene-EPS15L1_tGut +TCONS_00025011 gene-EPS15L1_tGut +TCONS_00025010 gene-EPS15L1_tGut +TCONS_00025012 gene-CHERP_gGal +TCONS_00025013 gene-CHERP_gGal +TCONS_00025014 gene-MADCAM1_tGut +TCONS_00025015 gene-LOC100229925_tGut +TCONS_00025016 gene-LOC100229925_tGut +TCONS_00025017 gene-LOC101233398_tGut-like-2 +TCONS_00025019 gene-LOC101233398_tGut-like-2 +TCONS_00025018 gene-LOC101233398_tGut-like-2 +TCONS_00025021 gene-LOC101233398_tGut-like-2 +TCONS_00025020 gene-LOC101233398_tGut-like-2 +TCONS_00025022 gene-LOC101233398_tGut-like-2 +TCONS_00025023 gene-TLE5_tGut +TCONS_00025024 gene-LOC100222370_tGut +TCONS_00025025 gene-CTSG_gGal +TCONS_00025026 gene-SAFB_gGal-like-2 +TCONS_00025027 gene-SAFB_gGal-like-2 +TCONS_00025028 gene-SAFB2_gGal-like-1 +TCONS_00025029 gene-SLC35E1_tGut +TCONS_00025030 gene-MED26_tGut +TCONS_00025031 gene-MED26_tGut +TCONS_00025032 gene-SMIM7_tGut +TCONS_00025034 gene-CPAMD8_tGut +TCONS_00025033 gene-CPAMD8_tGut +TCONS_00025036 gene-HAUS8_tGut +TCONS_00025035 gene-HAUS8_tGut +TCONS_00025038 gene-HAUS8_tGut +TCONS_00025037 gene-HAUS8_tGut +TCONS_00025039 gene-LOC101233818_tGut +TCONS_00025040 gene-PEX11G_tGut +TCONS_00025041 gene-IL12RB1_gGal +TCONS_00025042 gene-LARP6L_gGal +TCONS_00025043 gene-RFX2_tGut +TCONS_00025044 gene-RFX2_tGut +TCONS_00025047 gene-RFX2_tGut +TCONS_00025046 gene-RFX2_tGut +TCONS_00025045 gene-RFX2_tGut +TCONS_00025051 gene-RFX2_tGut +TCONS_00025050 gene-RFX2_tGut +TCONS_00025049 gene-RFX2_tGut +TCONS_00025048 gene-RFX2_tGut +TCONS_00025052 gene-MLLT1_tGut +TCONS_00025054 gene-MLLT1_tGut +TCONS_00025053 gene-MLLT1_tGut +TCONS_00025055 gene-ACER1_tGut +TCONS_00025056 gene-ZNF414_tGut +TCONS_00025057 gene-MYO1F_tGut +TCONS_00025058 gene-ADAMTS10_tGut +TCONS_00025059 gene-MUC16_gGal +TCONS_00025060 gene-MUC16_gGal +TCONS_00025061 gene-MUC16_gGal +TCONS_00025062 gene-MUC16_gGal +TCONS_00025063 gene-MUC16_gGal +TCONS_00025064 gene-MUC16_gGal +TCONS_00025065 gene-MUC16_gGal +TCONS_00025066 gene-MUC16_gGal +TCONS_00025067 gene-MUC16_gGal +TCONS_00025068 gene-MUC16_gGal +TCONS_00025069 gene-MUC16_gGal +TCONS_00025070 gene-MUC16_gGal +TCONS_00025072 gene-AMH_gGal +TCONS_00025071 gene-AMH_gGal +TCONS_00025073 gene-SF3A2_gGal +TCONS_00025076 gene-DOT1L_tGut +TCONS_00025077 gene-DOT1L_tGut +TCONS_00025075 gene-DOT1L_tGut +TCONS_00025074 gene-DOT1L_tGut +TCONS_00025078 gene-DOT1L_tGut +TCONS_00025081 gene-DOT1L_tGut +TCONS_00025080 gene-DOT1L_tGut +TCONS_00025079 gene-DOT1L_tGut +TCONS_00025083 gene-CSNK1G2_tGut +TCONS_00025082 gene-CSNK1G2_tGut +TCONS_00025084 gene-SCAMP4_tGut +TCONS_00025085 gene-RORBL_gGal +TCONS_00025086 gene-RORBL_gGal +TCONS_00025087 gene-ONECUT3_gGal +TCONS_00025090 gene-UNC13A_tGut-like-3 +TCONS_00025092 gene-UNC13A_tGut-like-3 +TCONS_00025094 gene-UNC13A_tGut-like-3 +TCONS_00025096 gene-UNC13A_tGut-like-3 +TCONS_00025098 gene-UNC13A_tGut-like-3 +TCONS_00025100 gene-UNC13A_tGut-like-3 +TCONS_00025099 gene-UNC13A_tGut-like-3 +TCONS_00025097 gene-UNC13A_tGut-like-3 +TCONS_00025095 gene-UNC13A_tGut-like-3 +TCONS_00025093 gene-UNC13A_tGut-like-3 +TCONS_00025091 gene-UNC13A_tGut-like-3 +TCONS_00025089 gene-UNC13A_tGut-like-3 +TCONS_00025088 gene-UNC13A_tGut-like-3 +TCONS_00025101 gene-SMIM24_tGut +TCONS_00025102 gene-LOC101749344_gGal +TCONS_00025103 gene-DOHH_tGut +TCONS_00025104 gene-LOC115490876_tGut +TCONS_00025105 gene-LOC115490876_tGut +TCONS_00025106 gene-LOC115490792_tGut-like-1 +TCONS_00025108 gene-MFSD12_tGut +TCONS_00025107 gene-MFSD12_tGut +TCONS_00025109 gene-TBXA2R_tGut +TCONS_00025110 gene-CACTIN_tGut +TCONS_00025113 gene-PIP5K1C_tGut +TCONS_00025114 gene-PIP5K1C_tGut +TCONS_00025112 gene-PIP5K1C_tGut +TCONS_00025111 gene-PIP5K1C_tGut +TCONS_00025115 gene-PIP5K1C_tGut +TCONS_00025116 gene-APBA3_tGut +TCONS_00025117 gene-RAX2_tGut +TCONS_00025118 gene-LOC105758928_tGut +TCONS_00025119 gene-CPLX3_gGal-like-2 +TCONS_00025120 gene-MATK_tGut +TCONS_00025121 gene-MATK_tGut +TCONS_00025122 gene-LOC121107721_gGal-4 +TCONS_00025123 gene-LOC100231934_tGut +TCONS_00025124 gene-LOC100231934_tGut +TCONS_00025126 gene-PRAM1_tGut +TCONS_00025125 gene-PRAM1_tGut +TCONS_00025127 gene-LOC100228103_tGut +TCONS_00025128 gene-NDUFA7_tGut +TCONS_00025129 gene-KANK3_tGut +TCONS_00025130 gene-KANK3_tGut +TCONS_00025131 gene-LOC100223254_tGut +TCONS_00025132 gene-LSM7_tGut +TCONS_00025133 gene-TIMM13_tGut +TCONS_00025134 gene-LMNB2_tGut +TCONS_00025135 gene-LMNB2_tGut +TCONS_00025136 gene-LONP1_tGut +TCONS_00025137 gene-SLC1A6_gGal +TCONS_00025138 gene-SLC1A6_gGal +TCONS_00025139 gene-LOC100222319_tGut +TCONS_00025140 gene-LOC100222319_tGut +TCONS_00025142 gene-SMTNL2_gGal +TCONS_00025141 gene-SMTNL2_gGal +TCONS_00025144 gene-SMTNL2_gGal +TCONS_00025143 gene-SMTNL2_gGal +TCONS_00025146 gene-TEKT1_tGut +TCONS_00025145 gene-TEKT1_tGut +TCONS_00025147 gene-PIMREG_tGut +TCONS_00025148 gene-TXNDC17_gGal +TCONS_00025149 gene-CLUH_tGut +TCONS_00025150 gene-CLUH_tGut +TCONS_00025152 gene-MNT_tGut +TCONS_00025151 gene-MNT_tGut +TCONS_00025154 gene-MNT_tGut +TCONS_00025153 gene-MNT_tGut +TCONS_00025155 gene-IFT20_tGut +TCONS_00025156 gene-LYRM9_tGut +TCONS_00025157 gene-NOS2_tGut +TCONS_00025160 gene-NF1_tGut +TCONS_00025162 gene-NF1_tGut +TCONS_00025163 gene-NF1_tGut +TCONS_00025161 gene-NF1_tGut +TCONS_00025159 gene-NF1_tGut +TCONS_00025158 gene-NF1_tGut +TCONS_00025164 gene-NF1_tGut +TCONS_00025165 gene-AKAP1_tGut +TCONS_00025168 gene-MSI2_tGut +TCONS_00025169 gene-MSI2_tGut +TCONS_00025167 gene-MSI2_tGut +TCONS_00025166 gene-MSI2_tGut +TCONS_00025171 gene-MSI2_tGut +TCONS_00025170 gene-MSI2_tGut +TCONS_00025172 gene-MSI2_tGut +TCONS_00025174 gene-MSI2_tGut +TCONS_00025173 gene-MSI2_tGut +TCONS_00025175 gene-MSI2_tGut +TCONS_00025176 gene-DYNLL2_tGut +TCONS_00025177 gene-HEATR6_tGut +TCONS_00025179 gene-HNF1B_tGut +TCONS_00025178 gene-HNF1B_tGut +TCONS_00025180 gene-DDX52_tGut +TCONS_00025181 gene-DDX52_tGut +TCONS_00025182 gene-DDX52_tGut +TCONS_00025185 gene-SYNRG_tGut +TCONS_00025187 gene-SYNRG_tGut +TCONS_00025189 gene-SYNRG_tGut +TCONS_00025188 gene-SYNRG_tGut +TCONS_00025186 gene-SYNRG_tGut +TCONS_00025184 gene-SYNRG_tGut +TCONS_00025183 gene-SYNRG_tGut +TCONS_00025190 gene-SYNRG_tGut +TCONS_00025193 gene-ACACA_tGut +TCONS_00025194 gene-ACACA_tGut +TCONS_00025192 gene-ACACA_tGut +TCONS_00025191 gene-ACACA_tGut +TCONS_00025195 gene-ACACA_tGut +TCONS_00025196 gene-LOC112530064_gGal +TCONS_00025198 gene-MYO19_tGut +TCONS_00025197 gene-MYO19_tGut +TCONS_00025199 gene-CA4_tGut +TCONS_00025200 gene-PPM1D_tGut +TCONS_00025202 gene-BCAS3_tGut +TCONS_00025201 gene-BCAS3_tGut +TCONS_00025203 gene-BCAS3_tGut +TCONS_00025204 gene-BCAS3_tGut +TCONS_00025206 gene-BCAS3_tGut +TCONS_00025205 gene-BCAS3_tGut +TCONS_00025208 gene-BCAS3_tGut +TCONS_00025207 gene-BCAS3_tGut +TCONS_00025213 gene-BCAS3_tGut +TCONS_00025214 gene-BCAS3_tGut +TCONS_00025212 gene-BCAS3_tGut +TCONS_00025211 gene-BCAS3_tGut +TCONS_00025210 gene-BCAS3_tGut +TCONS_00025209 gene-BCAS3_tGut +TCONS_00025215 gene-TBX2_tGut +TCONS_00025216 gene-TBX4_tGut +TCONS_00025217 gene-RNFT1_tGut +TCONS_00025220 gene-TUBD1_tGut +TCONS_00025221 gene-TUBD1_tGut +TCONS_00025219 gene-TUBD1_tGut +TCONS_00025218 gene-TUBD1_tGut +TCONS_00025222 gene-PTRH2_tGut +TCONS_00025223 gene-SKA2_tGut +TCONS_00025224 gene-TRIM37_tGut +TCONS_00025226 gene-TRIM37_tGut +TCONS_00025225 gene-TRIM37_tGut +TCONS_00025228 gene-TRIM37_tGut +TCONS_00025227 gene-TRIM37_tGut +TCONS_00025229 gene-TEX14_tGut +TCONS_00025230 gene-TEX14_tGut +TCONS_00025231 gene-TEX14_tGut +TCONS_00025232 gene-TEX14_tGut +TCONS_00025233 gene-TEX14_tGut +TCONS_00025234 gene-LOC107054807_gGal +TCONS_00025235 gene-TLCD3A_tGut +TCONS_00025236 gene-MRM3_tGut +TCONS_00025237 gene-SLC47A1_gGal +TCONS_00025238 gene-SLC47A1_gGal +TCONS_00025239 gene-SLC47A1_gGal +TCONS_00025240 gene-SLC47A2_gGal +TCONS_00025241 gene-TMEM211_tGut +TCONS_00025243 gene-ASPA_tGut +TCONS_00025242 gene-ASPA_tGut +TCONS_00025245 gene-CTNS_tGut +TCONS_00025244 gene-CTNS_tGut +TCONS_00025246 gene-EMC6_tGut +TCONS_00025247 gene-HASPIN_tGut +TCONS_00025248 gene-CENPV_tGut +TCONS_00025251 gene-NCOR1_tGut +TCONS_00025250 gene-NCOR1_tGut +TCONS_00025249 gene-NCOR1_tGut +TCONS_00025252 gene-NCOR1_tGut +TCONS_00025253 gene-ZSWIM7_tGut +TCONS_00025254 gene-ZSWIM7_tGut +TCONS_00025255 gene-TIMM22_tGut +TCONS_00025256 gene-BHLHA9_gGal +TCONS_00025257 gene-TRARG1_tGut +TCONS_00025258 gene-TMIGD1_tGut +TCONS_00025259 gene-TMIGD1_tGut +TCONS_00025260 gene-BLMH_tGut +TCONS_00025261 gene-SLC6A4_tGut +TCONS_00025262 gene-SLC6A4_tGut +TCONS_00025263 gene-SSH2_tGut +TCONS_00025264 gene-SSH2_tGut +TCONS_00025265 gene-SSH2_tGut +TCONS_00025266 gene-SSH2_tGut +TCONS_00025267 gene-SSH2_tGut +TCONS_00025270 gene-CORO6_tGut +TCONS_00025271 gene-CORO6_tGut +TCONS_00025269 gene-CORO6_tGut +TCONS_00025268 gene-CORO6_tGut +TCONS_00025274 gene-GIT1_tGut +TCONS_00025275 gene-GIT1_tGut +TCONS_00025273 gene-GIT1_tGut +TCONS_00025272 gene-GIT1_tGut +TCONS_00025276 gene-NUFIP2_tGut +TCONS_00025277 gene-NUFIP2_tGut +TCONS_00025278 gene-MYO18A_tGut +TCONS_00025280 gene-PHF12_tGut +TCONS_00025279 gene-PHF12_tGut +TCONS_00025281 gene-DHRS13_tGut +TCONS_00025284 gene-FLOT2_tGut +TCONS_00025283 gene-FLOT2_tGut +TCONS_00025282 gene-FLOT2_tGut +TCONS_00025286 gene-FLOT2_tGut +TCONS_00025285 gene-FLOT2_tGut +TCONS_00025287 gene-FLOT2_tGut +TCONS_00025288 gene-FLOT2_tGut +TCONS_00025289 gene-ERAL1_tGut +TCONS_00025290 gene-FAM222B_tGut +TCONS_00025291 gene-FAM222B_tGut +TCONS_00025292 gene-FAM222B_tGut +TCONS_00025293 gene-FAM222B_tGut +TCONS_00025294 gene-TLCD1_tGut +TCONS_00025296 gene-RAB34_tGut +TCONS_00025295 gene-RAB34_tGut +TCONS_00025297 gene-RAB34_tGut +TCONS_00025298 gene-PROCA1_tGut +TCONS_00025299 gene-SDF2_tGut +TCONS_00025300 gene-KIAA0100_tGut-1 +TCONS_00025303 gene-RSKR_tGut +TCONS_00025302 gene-RSKR_tGut +TCONS_00025301 gene-RSKR_tGut +TCONS_00025304 gene-SPAG5_tGut +TCONS_00025305 gene-ALDOC_tGut +TCONS_00025306 gene-PIGS_tGut +TCONS_00025307 gene-UNC119_tGut +TCONS_00025309 gene-SLC46A1_tGut +TCONS_00025308 gene-SLC46A1_tGut +TCONS_00025310 gene-VTN_tGut +TCONS_00025311 gene-SEBOX_tGut-like-2 +TCONS_00025312 gene-POLDIP2_tGut +TCONS_00025313 gene-POLDIP2_tGut +TCONS_00025314 gene-TSR1_tGut +TCONS_00025315 gene-SMG6_tGut-1 +TCONS_00025317 gene-SMG6_tGut-1 +TCONS_00025316 gene-SMG6_tGut-1 +TCONS_00025318 gene-LOC115497748_tGut +TCONS_00025319 gene-LOC115497748_tGut +TCONS_00025320 gene-RTN4RL1_tGut +TCONS_00025321 gene-SMYD4_tGut +TCONS_00025323 gene-TLCD2_tGut +TCONS_00025322 gene-TLCD2_tGut +TCONS_00025324 gene-TLCD2_tGut +TCONS_00025325 gene-PRPF8_tGut +TCONS_00025327 gene-RILP_gGal +TCONS_00025326 gene-RILP_gGal +TCONS_00025328 gene-SCARF1_tGut +TCONS_00025329 gene-SCARF1_tGut +TCONS_00025330 gene-SLC43A2_tGut +TCONS_00025331 gene-SLC43A2_tGut +TCONS_00025332 gene-SLC43A2_tGut +TCONS_00025333 gene-PITPNA_tGut +TCONS_00025335 gene-INPP5K_tGut +TCONS_00025334 gene-INPP5K_tGut +TCONS_00025336 gene-MYO1C_tGut +TCONS_00025337 gene-MYO1C_tGut +TCONS_00025338 gene-MYO1C_tGut +TCONS_00025339 gene-MYO1C_tGut +TCONS_00025340 gene-NCBP3_tGut +TCONS_00025342 gene-ASL1_gGal-like-1 +TCONS_00025341 gene-ASL1_gGal-like-1 +TCONS_00025343 gene-ASL_gGal-like-1 +TCONS_00025344 gene-ASL_gGal-like-2 +TCONS_00025345 gene-GUSB_tGut +TCONS_00025346 gene-GUSB_tGut +TCONS_00025347 gene-CHCHD2_tGut +TCONS_00025348 gene-PHKG1_tGut +TCONS_00025349 gene-PSPH_tGut +TCONS_00025350 gene-NF2L_gGal +TCONS_00025351 gene-TMEM132E_tGut +TCONS_00025352 gene-LIG3_tGut +TCONS_00025353 gene-LIG3_tGut +TCONS_00025354 gene-LIG3_tGut +TCONS_00025355 gene-LIG3_tGut +TCONS_00025356 gene-UNC45B_tGut +TCONS_00025358 gene-AP2B1_tGut +TCONS_00025357 gene-AP2B1_tGut +TCONS_00025359 gene-RASL10B_tGut +TCONS_00025360 gene-POR_gGal +TCONS_00025361 gene-POR_gGal +TCONS_00025362 gene-MDH2_tGut +TCONS_00025363 gene-SRRM3_tGut +TCONS_00025364 gene-SRRM3_tGut +TCONS_00025365 gene-HSPB1_tGut +TCONS_00025368 gene-DTX2_tGut +TCONS_00025369 gene-DTX2_tGut +TCONS_00025367 gene-DTX2_tGut +TCONS_00025366 gene-DTX2_tGut +TCONS_00025370 gene-UPK3B_gGal +TCONS_00025371 gene-UPK3BL2_tGut +TCONS_00025374 gene-RASA4B_gGal +TCONS_00025376 gene-RASA4B_gGal +TCONS_00025377 gene-RASA4B_gGal +TCONS_00025375 gene-RASA4B_gGal +TCONS_00025373 gene-RASA4B_gGal +TCONS_00025372 gene-RASA4B_gGal +TCONS_00025378 gene-RASA4B_gGal +TCONS_00025379 gene-POLR2J_tGut +TCONS_00025380 gene-ALKBH4_tGut +TCONS_00025382 gene-MYL10_tGut +TCONS_00025381 gene-MYL10_tGut +TCONS_00025383 gene-MYL10_tGut +TCONS_00025385 gene-IFT22_tGut +TCONS_00025384 gene-IFT22_tGut +TCONS_00025387 gene-RABEP1_tGut +TCONS_00025386 gene-RABEP1_tGut +TCONS_00025388 gene-RABEP1_tGut +TCONS_00025389 gene-RABEP1_tGut +TCONS_00025390 gene-RPAIN_tGut +TCONS_00025391 gene-RPAIN_tGut +TCONS_00025392 gene-MIS12_tGut +TCONS_00025393 gene-CYB5D2_gGal +TCONS_00025394 gene-SPNS3_tGut +TCONS_00025395 gene-SPNS3_tGut +TCONS_00025396 gene-SPNS3_tGut +TCONS_00025397 gene-SPNS3_tGut +TCONS_00025398 gene-SPNS3_tGut +TCONS_00025400 gene-SPNS2_gGal +TCONS_00025399 gene-SPNS2_gGal +TCONS_00025402 gene-EIF4H_tGut +TCONS_00025401 gene-EIF4H_tGut +TCONS_00025403 gene-LAT2_tGut +TCONS_00025404 gene-LAT2_tGut +TCONS_00025405 gene-LAT2_tGut +TCONS_00025407 gene-CLIP2_tGut +TCONS_00025406 gene-CLIP2_tGut +TCONS_00025409 gene-SPACA6_tGut +TCONS_00025408 gene-SPACA6_tGut +TCONS_00025410 gene-SPACA6_tGut +TCONS_00025411 gene-LOC116809162_tGut +TCONS_00025412 gene-ANGPTL6_gGal-like-2 +TCONS_00025413 gene-LOC115497804_tGut +TCONS_00025414 gene-VPS37D_tGut +TCONS_00025415 gene-BUD23_tGut +TCONS_00025416 gene-GTF2IRD1_tGut-2 +TCONS_00025420 gene-GTF2IRD1_tGut-2 +TCONS_00025422 gene-GTF2IRD1_tGut-2 +TCONS_00025423 gene-GTF2IRD1_tGut-2 +TCONS_00025421 gene-GTF2IRD1_tGut-2 +TCONS_00025419 gene-GTF2IRD1_tGut-2 +TCONS_00025418 gene-GTF2IRD1_tGut-2 +TCONS_00025417 gene-GTF2IRD1_tGut-2 +TCONS_00025427 gene-GTF2IRD1_tGut-2 +TCONS_00025426 gene-GTF2IRD1_tGut-2 +TCONS_00025425 gene-GTF2IRD1_tGut-2 +TCONS_00025424 gene-GTF2IRD1_tGut-2 +TCONS_00025429 gene-GTF2I_tGut +TCONS_00025428 gene-GTF2I_tGut +TCONS_00025430 gene-GTF2I_tGut +TCONS_00025431 gene-GTF2I_tGut +TCONS_00025433 gene-NCF1_tGut +TCONS_00025432 gene-NCF1_tGut +TCONS_00025434 gene-RCC1L_tGut +TCONS_00025435 gene-AUTS2_gGal +TCONS_00025436 gene-WBSCR17_gGal +TCONS_00025437 gene-SBDS_gGal +TCONS_00025438 gene-CCDC183_gGal +TCONS_00025439 gene-WBSCR27_gGal +TCONS_00025440 gene-CLDN3_gGal +TCONS_00025441 gene-ABHD11_gGal +TCONS_00025442 gene-MTMR4_gGal +TCONS_00025443 gene-MTMR4_gGal +TCONS_00025444 gene-MTMR4_gGal +TCONS_00025446 gene-RNF43_gGal +TCONS_00025445 gene-RNF43_gGal +TCONS_00025447 gene-SUPT4H1_gGal +TCONS_00025448 gene-TSPOAP1_gGal +TCONS_00025449 gene-TSPOAP1_gGal +TCONS_00025454 gene-TSPOAP1_gGal +TCONS_00025456 gene-TSPOAP1_gGal +TCONS_00025455 gene-TSPOAP1_gGal +TCONS_00025453 gene-TSPOAP1_gGal +TCONS_00025452 gene-TSPOAP1_gGal +TCONS_00025451 gene-TSPOAP1_gGal +TCONS_00025450 gene-TSPOAP1_gGal +TCONS_00025457 gene-TSPOAP1_gGal +TCONS_00025458 gene-EPX_gGal +TCONS_00025459 gene-EPX_gGal +TCONS_00025460 gene-AGPAT1_gGal +TCONS_00025461 gene-CCL5_gGal +TCONS_00025462 gene-CCL5_gGal +TCONS_00025463 gene-CCL4_gGal-like-1 +TCONS_00025464 gene-HIP1_gGal +TCONS_00025465 gene-HIP1_gGal +TCONS_00025466 gene-HIP1_gGal +TCONS_00025467 gene-HIP1_gGal +TCONS_00025468 gene-HIP1_gGal +TCONS_00025469 gene-HIP1_gGal +TCONS_00025470 gene-POM121C_gGal +TCONS_00025471 gene-FKBP6_gGal +TCONS_00025472 gene-FZD9_gGal +TCONS_00025473 gene-ANGPTL6_gGal-like-1 +TCONS_00025474 gene-ANGPTL6_gGal-like-1 +TCONS_00025476 gene-MLXIPL_gGal +TCONS_00025475 gene-MLXIPL_gGal +TCONS_00025479 gene-MLXIPL_gGal +TCONS_00025478 gene-MLXIPL_gGal +TCONS_00025477 gene-MLXIPL_gGal +TCONS_00025480 gene-TBL2_gGal-2 +TCONS_00025482 gene-BCL7B_gGal-1 +TCONS_00025481 gene-BCL7B_gGal-1 +TCONS_00025483 gene-FBXO39_tGut +TCONS_00025484 gene-FBXO39_tGut +TCONS_00025485 gene-FBXO39_tGut +TCONS_00025486 gene-FBXO39_tGut +TCONS_00025487 gene-PITPNM3_tGut +TCONS_00025488 gene-PITPNM3_tGut +TCONS_00025493 gene-PITPNM3_tGut +TCONS_00025492 gene-PITPNM3_tGut +TCONS_00025491 gene-PITPNM3_tGut +TCONS_00025490 gene-PITPNM3_tGut +TCONS_00025489 gene-PITPNM3_tGut +TCONS_00025494 gene-PITPNM3_tGut +TCONS_00025496 gene-KIAA0753_tGut +TCONS_00025495 gene-KIAA0753_tGut +TCONS_00025497 gene-KIAA0753_tGut +TCONS_00025498 gene-KIAA0753_tGut +TCONS_00025499 gene-MED31_tGut +TCONS_00025500 gene-MED31_tGut +TCONS_00025501 gene-SLC13A5_gGal +TCONS_00025503 gene-SLC13A5_gGal +TCONS_00025502 gene-SLC13A5_gGal +TCONS_00025504 gene-WSCD1_tGut +TCONS_00025505 gene-WSCD1_tGut +TCONS_00025506 gene-RAP1GAP2_tGut +TCONS_00025507 gene-RAP1GAP2_tGut +TCONS_00025508 gene-PAFAH1B1_tGut +TCONS_00025509 gene-SGSM2_tGut +TCONS_00025513 gene-SGSM2_tGut +TCONS_00025515 gene-SGSM2_tGut +TCONS_00025516 gene-SGSM2_tGut +TCONS_00025514 gene-SGSM2_tGut +TCONS_00025512 gene-SGSM2_tGut +TCONS_00025511 gene-SGSM2_tGut +TCONS_00025510 gene-SGSM2_tGut +TCONS_00025521 gene-SGSM2_tGut +TCONS_00025522 gene-SGSM2_tGut +TCONS_00025523 gene-SGSM2_tGut +TCONS_00025520 gene-SGSM2_tGut +TCONS_00025519 gene-SGSM2_tGut +TCONS_00025518 gene-SGSM2_tGut +TCONS_00025517 gene-SGSM2_tGut +TCONS_00025524 gene-TNFAIP1_tGut +TCONS_00025525 gene-TMEM97_tGut +TCONS_00025526 gene-NLK_tGut +TCONS_00025527 gene-NLK_tGut +TCONS_00025528 gene-KSR1_tGut +TCONS_00025529 gene-KSR1_tGut +TCONS_00025530 gene-KSR1_tGut +TCONS_00025531 gene-WSB1_tGut +TCONS_00025532 gene-OMG_tGut +TCONS_00025533 gene-EVI2B_tGut +TCONS_00025534 gene-EVI2A_tGut +TCONS_00025535 gene-MRPS23_tGut-2 +TCONS_00025536 gene-CUEDC1_tGut +TCONS_00025537 gene-VEZF1_tGut +TCONS_00025541 gene-VEZF1_tGut +TCONS_00025540 gene-VEZF1_tGut +TCONS_00025539 gene-VEZF1_tGut +TCONS_00025538 gene-VEZF1_tGut +TCONS_00025542 gene-SRSF1_tGut +TCONS_00025543 gene-DUSP14_tGut +TCONS_00025544 gene-TADA2A_tGut +TCONS_00025545 gene-AATF_tGut +TCONS_00025546 gene-LHX1_tGut +TCONS_00025547 gene-MRM1_tGut +TCONS_00025548 gene-DHRS11_tGut +TCONS_00025551 gene-GGNBP2_tGut +TCONS_00025552 gene-GGNBP2_tGut +TCONS_00025550 gene-GGNBP2_tGut +TCONS_00025549 gene-GGNBP2_tGut +TCONS_00025553 gene-PIGW_tGut +TCONS_00025554 gene-ZNHIT3_tGut +TCONS_00025555 gene-LOC115497772_tGut +TCONS_00025556 gene-LOC115497772_tGut +TCONS_00025557 gene-USP32_tGut +TCONS_00025561 gene-USP32_tGut +TCONS_00025562 gene-USP32_tGut +TCONS_00025560 gene-USP32_tGut +TCONS_00025559 gene-USP32_tGut +TCONS_00025558 gene-USP32_tGut +TCONS_00025563 gene-APPBP2_tGut +TCONS_00025564 gene-BRIP1_tGut +TCONS_00025565 gene-INTS2_tGut +TCONS_00025566 gene-MED13_tGut +TCONS_00025568 gene-MED13_tGut +TCONS_00025567 gene-MED13_tGut +TCONS_00025569 gene-RPS6KB1_tGut +TCONS_00025570 gene-RPS6KB1_tGut +TCONS_00025571 gene-VMP1_tGut +TCONS_00025572 gene-VMP1_tGut +TCONS_00025574 gene-CLTC_tGut +TCONS_00025573 gene-CLTC_tGut +TCONS_00025575 gene-DHX40_tGut +TCONS_00025576 gene-DHX40_tGut +TCONS_00025577 gene-YPEL2_tGut +TCONS_00025578 gene-GDPD1_tGut +TCONS_00025579 gene-SMG8_tGut +TCONS_00025580 gene-PRR11_tGut +TCONS_00025581 gene-PPM1E_tGut +TCONS_00025582 gene-PPM1E_tGut +TCONS_00025583 gene-PPM1E_tGut +TCONS_00025584 gene-RAD51C_tGut +TCONS_00025585 gene-RAD51C_tGut +TCONS_00025586 gene-RAD51C_tGut +TCONS_00025587 gene-OPNP_gGal +TCONS_00025589 gene-DOC2B_tGut +TCONS_00025588 gene-DOC2B_tGut +TCONS_00025590 gene-RPH3AL_tGut +TCONS_00025591 gene-RPH3AL_tGut +TCONS_00025592 gene-RFLNB_tGut-1 +TCONS_00025593 gene-RFLNB_tGut-1 +TCONS_00025594 gene-VPS53_tGut +TCONS_00025595 gene-GEMIN4_tGut +TCONS_00025596 gene-GLOD4_tGut +TCONS_00025598 gene-NXN_tGut-1 +TCONS_00025597 gene-NXN_tGut-1 +TCONS_00025599 gene-ALDH3A2_gGal +TCONS_00025600 gene-ALDH3A2_gGal +TCONS_00025601 gene-ALDH3A2_gGal +TCONS_00025602 gene-ULK2_tGut +TCONS_00025603 gene-AKAP10_tGut +TCONS_00025604 gene-AKAP10_tGut +TCONS_00025605 gene-AKAP10_tGut +TCONS_00025607 gene-SPATA22_tGut +TCONS_00025606 gene-SPATA22_tGut +TCONS_00025608 gene-TRPV3_tGut +TCONS_00025609 gene-TRPV3_tGut +TCONS_00025610 gene-TRPV3_tGut +TCONS_00025611 gene-TRPV1_tGut +TCONS_00025612 gene-TRPV1_tGut +TCONS_00025613 gene-SHPK_tGut +TCONS_00025615 gene-SHPK_tGut +TCONS_00025614 gene-SHPK_tGut +TCONS_00025616 gene-TAX1BP3_tGut +TCONS_00025617 gene-P2RX5_tGut +TCONS_00025618 gene-P2RX5_tGut +TCONS_00025620 gene-P2RX5_tGut +TCONS_00025619 gene-P2RX5_tGut +TCONS_00025621 gene-P2RX5_tGut +TCONS_00025622 gene-TRPV2_gGal +TCONS_00025623 gene-TRPV2_gGal +TCONS_00025624 gene-TRPV2_gGal +TCONS_00025625 gene-UBB_tGut +TCONS_00025626 gene-PIGL_tGut +TCONS_00025627 gene-PIGL_tGut +TCONS_00025628 gene-TTC19_tGut +TCONS_00025629 gene-TTC19_tGut +TCONS_00025630 gene-ADORA2B_tGut +TCONS_00025631 gene-SPECC1_tGut +TCONS_00025632 gene-SPECC1_tGut +TCONS_00025633 gene-SPECC1_tGut +TCONS_00025634 gene-ABR_tGut +TCONS_00025635 gene-ABR_tGut +TCONS_00025636 gene-ABR_tGut +TCONS_00025638 gene-GOSR1_tGut +TCONS_00025637 gene-GOSR1_tGut +TCONS_00025639 gene-CPD_tGut +TCONS_00025640 gene-NSRP1_tGut +TCONS_00025641 gene-NSRP1_tGut +TCONS_00025642 gene-EFCAB5_tGut +TCONS_00025644 gene-EFCAB5_tGut +TCONS_00025643 gene-EFCAB5_tGut +TCONS_00025645 gene-EFCAB5_tGut +TCONS_00025646 gene-EFCAB5_tGut +TCONS_00025647 gene-EFCAB5_tGut +TCONS_00025649 gene-ANKRD13B_tGut +TCONS_00025648 gene-ANKRD13B_tGut +TCONS_00025650 gene-ANKRD13B_tGut +TCONS_00025651 gene-ANKRD13B_tGut +TCONS_00025654 gene-ANKRD13B_tGut +TCONS_00025653 gene-ANKRD13B_tGut +TCONS_00025652 gene-ANKRD13B_tGut +TCONS_00025657 gene-TAOK1_tGut +TCONS_00025656 gene-TAOK1_tGut +TCONS_00025655 gene-TAOK1_tGut +TCONS_00025659 gene-CRYBA1_tGut +TCONS_00025658 gene-CRYBA1_tGut +TCONS_00025660 gene-PIPOX_tGut +TCONS_00025661 gene-PIPOX_tGut +TCONS_00025662 gene-TRAF4_tGut-1 +TCONS_00025663 gene-NEK8_tGut +TCONS_00025664 gene-NEK8_tGut +TCONS_00025665 gene-RPL23A_tGut +TCONS_00025666 gene-RPL23A_tGut +TCONS_00025669 gene-LOC115497712_tGut +TCONS_00025668 gene-LOC115497712_tGut +TCONS_00025667 gene-LOC115497712_tGut +TCONS_00025670 gene-SUPT6H_tGut +TCONS_00025671 gene-FOXN1_tGut +TCONS_00025672 gene-SLC13A2_tGut +TCONS_00025673 gene-SARM1_tGut +TCONS_00025676 gene-KIF12_gGal +TCONS_00025675 gene-KIF12_gGal +TCONS_00025674 gene-KIF12_gGal +TCONS_00025677 gene-TMEM199_tGut-like-1 +TCONS_00025678 gene-SRR_tGut +TCONS_00025679 gene-SRR_tGut +TCONS_00025680 gene-HIC1_tGut +TCONS_00025681 gene-HIC1_tGut +TCONS_00025682 gene-DPH1_tGut +TCONS_00025683 gene-DPH1_tGut +TCONS_00025684 gene-RPA1_tGut +TCONS_00025685 gene-SERPINF1_tGut +TCONS_00025686 gene-SERPINF2_tGut +TCONS_00025688 gene-WDR81_tGut +TCONS_00025687 gene-WDR81_tGut +TCONS_00025689 gene-WDR81_tGut +TCONS_00025690 gene-WDR81_tGut +TCONS_00025691 gene-LOC115497745_tGut +TCONS_00025692 gene-LOC115497745_tGut +TCONS_00025693 gene-LOC115497745_tGut +TCONS_00025694 gene-YWHAE_tGut +TCONS_00025695 gene-YWHAE_tGut +TCONS_00025696 gene-CRK_tGut +TCONS_00025697 gene-LRRC75A_tGut +TCONS_00025698 gene-TMEM248_tGut +TCONS_00025700 gene-RABGEF1_tGut +TCONS_00025699 gene-RABGEF1_tGut +TCONS_00025701 gene-KCTD7_tGut +TCONS_00025702 gene-TPST1_tGut +TCONS_00025703 gene-CRCP_gGal +TCONS_00025704 gene-VKORC1L1_tGut +TCONS_00025705 gene-SUMF2_tGut +TCONS_00025706 gene-SUMF2_tGut +TCONS_00025707 gene-CCT6A_gGal +TCONS_00025708 gene-NIPSNAP2_tGut +TCONS_00025709 gene-NIPSNAP2_tGut +TCONS_00025710 gene-MRPS17_tGut +TCONS_00025711 gene-CCL26_gGal-like-2 +TCONS_00025712 gene-CCL1_gGal +TCONS_00025713 gene-CCLI5_gGal +TCONS_00025715 gene-RFFL_tGut +TCONS_00025714 gene-RFFL_tGut +TCONS_00025717 gene-RAD51D_tGut-1 +TCONS_00025716 gene-RAD51D_tGut-1 +TCONS_00025718 gene-PEX12_tGut +TCONS_00025719 gene-GAS2L2_tGut +TCONS_00025720 gene-MMP28_tGut-2 +TCONS_00025721 gene-TAF15_tGut +TCONS_00025722 gene-TAF15_tGut +TCONS_00025723 gene-TMEM120A_tGut +TCONS_00025724 gene-YWHAG_tGut +TCONS_00025725 gene-LRWD1_tGut +TCONS_00025726 gene-ORAI2_tGut +TCONS_00025727 gene-ORAI2_tGut +TCONS_00025728 gene-PRKRIP1_tGut +TCONS_00025729 gene-CUX1_tGut +TCONS_00025730 gene-CUX1_tGut +TCONS_00025735 gene-CUX1_tGut +TCONS_00025734 gene-CUX1_tGut +TCONS_00025733 gene-CUX1_tGut +TCONS_00025732 gene-CUX1_tGut +TCONS_00025731 gene-CUX1_tGut +TCONS_00025736 gene-HSD3B7_gGal +TCONS_00025737 gene-HSD3B7_gGal +TCONS_00025740 gene-COL26A1_tGut +TCONS_00025742 gene-COL26A1_tGut +TCONS_00025743 gene-COL26A1_tGut +TCONS_00025741 gene-COL26A1_tGut +TCONS_00025739 gene-COL26A1_tGut +TCONS_00025738 gene-COL26A1_tGut +TCONS_00025744 gene-NUP88_tGut +TCONS_00025745 gene-C1QBP_gGal +TCONS_00025746 gene-DHX33_tGut +TCONS_00025747 gene-DERL2_tGut +TCONS_00025749 gene-CAMKK1_tGut +TCONS_00025748 gene-CAMKK1_tGut +TCONS_00025751 gene-CAMKK1_tGut +TCONS_00025750 gene-CAMKK1_tGut +TCONS_00025752 gene-P2RX1_tGut +TCONS_00025753 gene-ATP2A3_tGut +TCONS_00025754 gene-ATP2A3_tGut +TCONS_00025755 gene-ATP2A3_tGut +TCONS_00025756 gene-ZZEF1_tGut +TCONS_00025757 gene-ANKFY1_tGut +TCONS_00025758 gene-ANKFY1_tGut +TCONS_00025759 gene-UBE2G1_tGut +TCONS_00025760 gene-UBE2G1_tGut +TCONS_00025761 gene-MYBBP1A_tGut +TCONS_00025762 gene-RFC2_tGut +TCONS_00025763 gene-RFC2_tGut +TCONS_00025764 reg_247_gGal +TCONS_00025765 gene-LOC115497726_tGut +TCONS_00025766 gene-DNAJC30_tGut +TCONS_00025767 gene-STX1A_tGut +TCONS_00025768 gene-STX1A_tGut +TCONS_00025769 gene-MKS1_tGut +TCONS_00025770 gene-MKS1_tGut +TCONS_00025772 gene-CASTOR2_tGut +TCONS_00025771 gene-CASTOR2_tGut +TCONS_00025774 gene-CASTOR2_tGut +TCONS_00025773 gene-CASTOR2_tGut +TCONS_00025775 gene-CALN1_gGal +TCONS_00025776 gene-CALN1_gGal +TCONS_00025777 gene-CALN1_gGal +TCONS_00025778 gene-TYW1_gGal +TCONS_00025779 gene-TYW1_gGal +TCONS_00025780 gene-LIMK1_gGal +TCONS_00025781 gene-LIMK1_gGal +TCONS_00025784 gene-ELN_gGal +TCONS_00025786 gene-ELN_gGal +TCONS_00025788 gene-ELN_gGal +TCONS_00025790 gene-ELN_gGal +TCONS_00025792 gene-ELN_gGal +TCONS_00025794 gene-ELN_gGal +TCONS_00025796 gene-ELN_gGal +TCONS_00025798 gene-ELN_gGal +TCONS_00025799 gene-ELN_gGal +TCONS_00025797 gene-ELN_gGal +TCONS_00025795 gene-ELN_gGal +TCONS_00025793 gene-ELN_gGal +TCONS_00025791 gene-ELN_gGal +TCONS_00025789 gene-ELN_gGal +TCONS_00025787 gene-ELN_gGal +TCONS_00025785 gene-ELN_gGal +TCONS_00025783 gene-ELN_gGal +TCONS_00025782 gene-ELN_gGal +TCONS_00025800 gene-CLDN9_gGal +TCONS_00025801 gene-CLDN4_gGal +TCONS_00025802 gene-LOC112530078_gGal +TCONS_00025803 gene-LPO_gGal +TCONS_00025804 gene-CCL4_gGal-like-2 +TCONS_00025805 gene-TRIM58_gGal +TCONS_00025806 gene-CCLL4_gGal +TCONS_00025807 gene-NSUN5_gGal +TCONS_00025808 gene-BAZ1B_gGal +TCONS_00025809 gene-BAZ1B_gGal +TCONS_00025810 gene-BAZ1B_gGal +TCONS_00025811 gene-OST4_tGut-7 +TCONS_00025812 gene-OST4_tGut-7 +TCONS_00025813 gene-LOC107049680_gGal-2 +TCONS_00025814 gene-INPP1_gGal-1 +TCONS_00025815 gene-LOC116807520_tGut-2 +TCONS_00025816 gene-DHDH_gGal-like-2 +TCONS_00025817 gene-LOC112531384_gGal-like-4 +TCONS_00025818 gene-LOC121109863_gGal-2 +TCONS_00025819 gene-LOC112530182_gGal-like-4 +TCONS_00025820 gene-LOC100858386_gGal-like-1 +TCONS_00025821 gene-LOC121108132_gGal-like-24 +TCONS_00025822 gene-LOC124417357_gGal-like-4 +TCONS_00025823 gene-SMO_gGal-3 +TCONS_00025824 gene-LOC121108132_gGal-like-8 +TCONS_00025825 gene-CUNH17orf49_gGal-2 +TCONS_00025826 gene-MAP3K11_tGut-like-9 +TCONS_00025827 gene-LOC121109235_gGal-like-5 +TCONS_00025828 gene-TRNP1_gGal-like-17 +TCONS_00025829 gene-LOC115498340_tGut-like-2 +TCONS_00025830 gene-LOC107054986_gGal-1 +TCONS_00025832 gene-LIPE_gGal-2 +TCONS_00025831 gene-FRMD8_tGut-like-1 +TCONS_00025834 gene-LOC121468497_tGut-like-23 +TCONS_00025833 gene-LOC121468497_tGut-like-23 +TCONS_00025835 gene-NECTIN4_tGut-like-1 +TCONS_00025836 gene-LIPE_gGal-9 +TCONS_00025837 gene-LOC121113107_gGal-like-4 +TCONS_00025838 gene-LOC121113107_gGal-like-1 +TCONS_00025839 gene-LOC121468530_tGut-like-1 +TCONS_00025840 gene-LOC121468530_tGut-like-1 +TCONS_00025841 gene-LOC121468530_tGut-like-1 +TCONS_00025842 gene-LOC121468530_tGut-like-1 +TCONS_00025843 gene-LOC107051813_gGal-like-21 +TCONS_00025844 gene-POLR2A_tGut +TCONS_00025845 gene-NAA38_tGut-like-5 +TCONS_00025846 gene-FRMD8_tGut-like-1 +TCONS_00025847 gene-LOC121468497_tGut-like-23 +TCONS_00025848 gene-LOC121109235_gGal-like-2 +TCONS_00025849 gene-TIMM29_tGut-like-6 +TCONS_00025850 gene-DUSP23_tGut-like-8 +TCONS_00025851 gene-LOC121468479_tGut-like-2 +TCONS_00025852 gene-LOC121468479_tGut-like-2 +TCONS_00025853 gene-LRRC4_tGut-like-1 +TCONS_00025854 gene-LOC121468530_tGut-like-1 +TCONS_00025855 gene-LOC121468530_tGut-like-1 +TCONS_00025856 gene-TARBP2_tGut-like-3 +TCONS_00025857 gene-LOC121108719_gGal-1 +TCONS_00025858 gene-LOC115492725_tGut-like-52 +TCONS_00025859 gene-LOC115492725_tGut-like-52 +TCONS_00025860 gene-ASB13_tGut-3 +TCONS_00025861 gene-B9D2_gGal-3 +TCONS_00025862 gene-CCDC97_tGut-4 +TCONS_00025863 gene-CCDC97_tGut-4 +TCONS_00025864 gene-ZBTB7B_gGal-like-6 +TCONS_00025865 gene-LOC121468633_tGut-like-2 +TCONS_00025866 gene-ATP1B2_tGut +TCONS_00025867 gene-ATP1B2_tGut +TCONS_00025868 gene-NKPD1_gGal-2 +TCONS_00025869 gene-LOC124417357_gGal-like-24 +TCONS_00025870 gene-LOC121468588_tGut-like-3 +TCONS_00025871 gene-SDHAF1_gGal-like-7 +TCONS_00025872 gene-SDHAF1_gGal-like-9 +TCONS_00025873 gene-LOC121108245_gGal-like-5 +TCONS_00025874 gene-LOC121108132_gGal-like-19 +TCONS_00025875 gene-SLC39A7_tGut-like-2 +TCONS_00025877 gene-LOC121468620_tGut-like-1 +TCONS_00025878 gene-SNX27_gGal-2 +TCONS_00025876 gene-GMCL1_gGal-4 +TCONS_00025879 gene-CHIR-AB-600_gGal +TCONS_00025880 gene-CLN3_tGut-2 +TCONS_00025881 gene-PPP2R1A_tGut-1 +TCONS_00025882 gene-LOC112531456_gGal-like-3 +TCONS_00025883 gene-LOC107050649_gGal-2 +TCONS_00025884 gene-OPLAH_gGal-1 +TCONS_00025885 gene-SMG9_tGut-like-2 +TCONS_00025886 gene-PPP2R1A_tGut-1 +TCONS_00025889 gene-STAP2_tGut-like-4 +TCONS_00025888 gene-STAP2_tGut-like-4 +TCONS_00025887 gene-DNAJC14_tGut-like-3 +TCONS_00025890 gene-STAP2_tGut-like-4 +TCONS_00025891 gene-STAP2_tGut-like-4 +TCONS_00025892 gene-DNAJC14_tGut-like-3 +TCONS_00025893 gene-ITGA7_tGut-like-2 +TCONS_00025894 gene-ITGA7_tGut-like-2 +TCONS_00025895 gene-STAP2_tGut-like-4 +TCONS_00025897 gene-ITGA7_tGut-like-2 +TCONS_00025896 gene-ITGA7_tGut-like-2 +TCONS_00025898 gene-ITGA7_tGut-like-2 +TCONS_00025899 gene-LOC112531456_gGal-like-8 +TCONS_00025900 gene-OXA1L_gGal-1 +TCONS_00025901 gene-LOC100223844_tGut-like-5 +TCONS_00025902 gene-LOC121468820_tGut-like-3 +TCONS_00025903 gene-LOC121109095_gGal-2 +TCONS_00025904 gene-CCDC65_gGal-2 +TCONS_00025905 gene-LOC100223844_tGut-like-5 +TCONS_00025906 gene-LOC100223844_tGut-like-5 +TCONS_00025907 gene-OPLAH_gGal-5 +TCONS_00025908 gene-LOC121108649_gGal-4 +TCONS_00025909 gene-LOC121108649_gGal-2 +TCONS_00025910 gene-LOC107049631_gGal-like-5 +TCONS_00025911 gene-LOC121468689_tGut-like-3 +TCONS_00025913 gene-LOC121468873_tGut-like-2 +TCONS_00025912 gene-LOC107051813_gGal-like-9 +TCONS_00025914 gene-CHMP2A_tGut-1 +TCONS_00025915 gene-QPRT_tGut-like-7 +TCONS_00025916 gene-EVI5L_gGal-1 +TCONS_00025917 gene-LOC124417578_gGal-like-13 +TCONS_00025918 gene-LOC115492891_tGut-6 +TCONS_00025919 gene-LOC115492891_tGut-6 +TCONS_00025920 gene-LOC124417578_gGal-like-16 +TCONS_00025921 gene-LOC121108246_gGal-like-11 +TCONS_00025922 gene-EML3_gGal-like-6 +TCONS_00025923 gene-LOC121108972_gGal-like-8 +TCONS_00025925 gene-TAOK3_tGut +TCONS_00025924 gene-TAOK3_tGut +TCONS_00025926 gene-VSIG10_tGut +TCONS_00025927 gene-CFAP73_tGut +TCONS_00025928 gene-CFAP73_tGut +TCONS_00025929 gene-RITA1_tGut +TCONS_00025930 gene-TPCN1_tGut +TCONS_00025932 gene-TPCN1_tGut +TCONS_00025931 gene-TPCN1_tGut +TCONS_00025933 gene-TPCN1_tGut +TCONS_00025934 gene-TPCN1_tGut +TCONS_00025936 gene-PLBD2_tGut +TCONS_00025935 gene-PLBD2_tGut +TCONS_00025937 gene-SDSL_tGut +TCONS_00025938 gene-RNFT2_tGut +TCONS_00025939 gene-RNFT2_tGut +TCONS_00025940 gene-FBXW8_tGut +TCONS_00025941 gene-FBXW8_tGut +TCONS_00025942 gene-FBXW8_tGut +TCONS_00025943 gene-FBXW8_tGut +TCONS_00025944 gene-FBXW8_tGut +TCONS_00025945 gene-RFC5_tGut +TCONS_00025946 gene-RASAL1_tGut-1 +TCONS_00025948 gene-RASAL1_tGut-1 +TCONS_00025947 gene-RASAL1_tGut-1 +TCONS_00025950 gene-EMID1_tGut +TCONS_00025949 gene-EMID1_tGut +TCONS_00025952 gene-EWSR1_tGut +TCONS_00025951 gene-EWSR1_tGut +TCONS_00025953 gene-NEFH_tGut-2 +TCONS_00025954 gene-NF2_tGut +TCONS_00025955 gene-NF2_tGut +TCONS_00025956 gene-NF2_tGut +TCONS_00025957 gene-NF2_tGut +TCONS_00025958 gene-CABP7_tGut +TCONS_00025959 gene-UQCR10_tGut +TCONS_00025960 gene-MTMR3_tGut +TCONS_00025963 gene-MTMR3_tGut +TCONS_00025962 gene-MTMR3_tGut +TCONS_00025961 gene-MTMR3_tGut +TCONS_00025964 gene-HORMAD2_tGut +TCONS_00025965 gene-HORMAD2_tGut +TCONS_00025966 gene-HORMAD2_tGut +TCONS_00025967 gene-HORMAD2_tGut +TCONS_00025968 gene-HORMAD2_tGut +TCONS_00025969 gene-HORMAD2_tGut +TCONS_00025970 gene-CCDC157_gGal +TCONS_00025971 gene-CCDC157_gGal +TCONS_00025973 gene-SEC14L2_tGut +TCONS_00025972 gene-SEC14L2_tGut +TCONS_00025974 gene-SEC14L2_tGut +TCONS_00025975 gene-TRMT112_tGut +TCONS_00025976 gene-MTFP1_tGut-1 +TCONS_00025977 gene-TCN2_tGut +TCONS_00025978 gene-SLC35E4_tGut +TCONS_00025980 gene-IQCD_tGut +TCONS_00025979 gene-IQCD_tGut +TCONS_00025981 gene-OSBP2_tGut +TCONS_00025982 gene-OSBP2_tGut +TCONS_00025983 gene-OSBP2_tGut +TCONS_00025984 gene-PRODH_gGal +TCONS_00025985 gene-SCARF2_gGal +TCONS_00025986 gene-SCARF2_gGal +TCONS_00025987 gene-DGCR6L_tGut +TCONS_00025988 gene-SLC7A4_tGut +TCONS_00025989 gene-P2RX6_tGut +TCONS_00025990 gene-P2RX6_tGut +TCONS_00025991 gene-P2RX6_tGut +TCONS_00025992 gene-POLE_tGut +TCONS_00025993 gene-POLE_tGut +TCONS_00025995 gene-MORC2_tGut-1 +TCONS_00025994 gene-MORC2_tGut-1 +TCONS_00025996 gene-MORC2_tGut-1 +TCONS_00025997 gene-TMEM233_tGut +TCONS_00025998 gene-PRKAB1_tGut +TCONS_00026000 gene-BICDL1_tGut +TCONS_00025999 gene-BICDL1_tGut +TCONS_00026001 gene-SIRT4_tGut +TCONS_00026002 gene-SIRT4_tGut +TCONS_00026003 gene-SIRT4_tGut +TCONS_00026004 gene-COX6A1_tGut +TCONS_00026005 gene-COX6A1_tGut +TCONS_00026006 gene-GATC_tGut +TCONS_00026007 gene-DYNLL1_gGal-like-1 +TCONS_00026008 gene-DYL1_gGal-like-1 +TCONS_00026009 gene-DYNLL1_tGut +TCONS_00026010 gene-DYNLL1_tGut +TCONS_00026011 gene-DYNLL1_tGut +TCONS_00026012 gene-RNF10_tGut +TCONS_00026013 gene-CABP1_tGut +TCONS_00026014 gene-MLEC_tGut +TCONS_00026015 gene-UNC119B_tGut +TCONS_00026017 gene-ACADS_tGut +TCONS_00026016 gene-ACADS_tGut +TCONS_00026018 gene-LOC107051583_gGal +TCONS_00026019 gene-HNF1A_tGut +TCONS_00026020 gene-RNF185_tGut +TCONS_00026022 gene-LIMK2_tGut +TCONS_00026021 gene-LIMK2_tGut +TCONS_00026024 gene-LIMK2_tGut +TCONS_00026023 gene-LIMK2_tGut +TCONS_00026025 gene-DRG1_tGut +TCONS_00026026 gene-SFI1_tGut +TCONS_00026027 gene-SXPH_gGal +TCONS_00026030 gene-DEPDC5_tGut +TCONS_00026032 gene-DEPDC5_tGut +TCONS_00026034 gene-DEPDC5_tGut +TCONS_00026033 gene-DEPDC5_tGut +TCONS_00026031 gene-DEPDC5_tGut +TCONS_00026029 gene-DEPDC5_tGut +TCONS_00026028 gene-DEPDC5_tGut +TCONS_00026035 gene-YWHAH_tGut +TCONS_00026037 gene-SLC5A1_tGut +TCONS_00026036 gene-SLC5A1_tGut +TCONS_00026038 gene-SLC5A1_tGut +TCONS_00026039 gene-GNAZ_tGut +TCONS_00026040 gene-RAB36_tGut +TCONS_00026041 gene-RAB36_tGut +TCONS_00026042 gene-BCR_tGut +TCONS_00026043 gene-SPECC1L_tGut +TCONS_00026044 gene-SPECC1L_tGut +TCONS_00026045 gene-ADORA2A_tGut +TCONS_00026046 gene-ADORA2A_tGut +TCONS_00026047 gene-UPB1_tGut +TCONS_00026048 gene-SNRPD3_tGut +TCONS_00026049 gene-GGT1_tGut +TCONS_00026050 gene-GGT1_tGut +TCONS_00026052 gene-SMPD4_tGut +TCONS_00026051 gene-SMPD4_tGut +TCONS_00026053 gene-KLHL22_tGut +TCONS_00026054 gene-CRKL_tGut +TCONS_00026055 gene-DERL3_tGut +TCONS_00026056 gene-DERL3_tGut +TCONS_00026057 gene-CHCHD10_tGut-2 +TCONS_00026058 gene-VPREB3_tGut +TCONS_00026059 gene-IGLL1_gGal-10 +TCONS_00026060 gene-IGLL1_gGal-10 +TCONS_00026061 gene-IGLL1_gGal-10 +TCONS_00026062 gene-IGLL1_gGal-1 +TCONS_00026063 gene-IGLL1_gGal-1 +TCONS_00026064 gene-IGLL1_gGal-1 +TCONS_00026065 gene-IGLL1_gGal-1 +TCONS_00026068 gene-IGLL1_gGal-1 +TCONS_00026070 gene-IGLL1_gGal-1 +TCONS_00026069 gene-IGLL1_gGal-1 +TCONS_00026067 gene-IGLL1_gGal-1 +TCONS_00026066 gene-IGLL1_gGal-1 +TCONS_00026073 gene-IGLL1_gGal-1 +TCONS_00026074 gene-IGLL1_gGal-1 +TCONS_00026075 gene-IGLL1_gGal-1 +TCONS_00026076 gene-IGLL1_gGal-1 +TCONS_00026079 gene-IGLL1_gGal-1 +TCONS_00026080 gene-IGLL1_gGal-1 +TCONS_00026081 gene-IGLL1_gGal-1 +TCONS_00026082 gene-IGLL1_gGal-1 +TCONS_00026083 gene-IGLL1_gGal-1 +TCONS_00026084 gene-IGLL1_gGal-1 +TCONS_00026086 gene-IGLL1_gGal-1 +TCONS_00026087 gene-IGLL1_gGal-1 +TCONS_00026088 gene-IGLL1_gGal-1 +TCONS_00026090 gene-IGLL1_gGal-1 +TCONS_00026092 gene-IGLL1_gGal-1 +TCONS_00026102 gene-IGLL1_gGal-1 +TCONS_00026103 gene-IGLL1_gGal-1 +TCONS_00026104 gene-IGLL1_gGal-1 +TCONS_00026106 gene-IGLL1_gGal-1 +TCONS_00026105 gene-IGLL1_gGal-1 +TCONS_00026100 gene-IGLL1_gGal-1 +TCONS_00026101 gene-IGLL1_gGal-1 +TCONS_00026099 gene-IGLL1_gGal-1 +TCONS_00026098 gene-IGLL1_gGal-1 +TCONS_00026107 gene-IGLL1_gGal-1 +TCONS_00026071 gene-IGLL1_gGal-7 +TCONS_00026072 gene-IGLL1_gGal-7 +TCONS_00026077 gene-IGLL1_gGal-8 +TCONS_00026078 gene-IGLL1_gGal-8 +TCONS_00026085 gene-IGLL1_gGal-5 +TCONS_00026089 gene-IGLL1_gGal-12 +TCONS_00026091 gene-IGLL1_gGal-9 +TCONS_00026093 gene-IGLL1_gGal-6 +TCONS_00026094 gene-IGLL1_gGal-6 +TCONS_00026095 gene-IGLL1_gGal-2 +TCONS_00026096 gene-IGLL1_gGal-2 +TCONS_00026097 gene-IGLL1_gGal-2 +TCONS_00026108 gene-LOC100223798_tGut +TCONS_00026111 gene-LOC100223798_tGut +TCONS_00026110 gene-LOC100223798_tGut +TCONS_00026109 gene-LOC100223798_tGut +TCONS_00026112 gene-PI4KA_tGut +TCONS_00026113 gene-PI4KA_tGut +TCONS_00026114 gene-UBE2L3_tGut +TCONS_00026115 gene-SDF2L1_tGut +TCONS_00026116 gene-TOP3B_tGut +TCONS_00026117 gene-PPM1F_tGut +TCONS_00026118 gene-MAPK1_tGut +TCONS_00026119 gene-YPEL1_tGut +TCONS_00026120 gene-MRPL40_tGut +TCONS_00026122 gene-CDC45_tGut +TCONS_00026121 gene-CDC45_tGut +TCONS_00026123 gene-CDC45_tGut +TCONS_00026124 gene-CDC45_tGut +TCONS_00026125 gene-SEPTIN2L_gGal +TCONS_00026127 gene-SEPTIN5_tGut +TCONS_00026126 gene-SEPTIN5_tGut +TCONS_00026128 gene-SEPTIN5_tGut +TCONS_00026129 gene-GP1BB_tGut +TCONS_00026130 gene-TBX1_tGut +TCONS_00026132 gene-TBX1_tGut +TCONS_00026131 gene-TBX1_tGut +TCONS_00026133 gene-COMT_tGut +TCONS_00026135 gene-TANGO2_tGut +TCONS_00026134 gene-TANGO2_tGut +TCONS_00026136 gene-TANGO2_tGut +TCONS_00026137 gene-DGCR8_tGut +TCONS_00026138 gene-RANBP1_tGut +TCONS_00026140 gene-ZDHHC8_tGut +TCONS_00026139 gene-ZDHHC8_tGut +TCONS_00026141 gene-ZDHHC8_tGut +TCONS_00026143 gene-PGAM5_tGut +TCONS_00026142 gene-PGAM5_tGut +TCONS_00026144 gene-LOC100231426_tGut +TCONS_00026145 gene-LOC100231426_tGut +TCONS_00026146 gene-GALNT9_tGut +TCONS_00026147 gene-GALNT9_tGut +TCONS_00026148 gene-GALNT9_tGut +TCONS_00026149 gene-GALNT9_tGut +TCONS_00026151 gene-SUSD2_tGut +TCONS_00026150 gene-SUSD2_tGut +TCONS_00026152 gene-KREMEN1_tGut +TCONS_00026153 gene-XBP1_tGut +TCONS_00026154 gene-SLC2A11L5_gGal +TCONS_00026155 gene-SLC2A11L5_gGal +TCONS_00026156 gene-SLC2A11L5_gGal +TCONS_00026157 gene-CHEK2_tGut +TCONS_00026159 gene-TTC28_gGal +TCONS_00026158 gene-TTC28_gGal +TCONS_00026160 gene-TTC28_gGal +TCONS_00026161 gene-PITPNB_tGut +TCONS_00026162 gene-PITPNB_tGut +TCONS_00026163 gene-MN1_tGut +TCONS_00026164 gene-CRYBB1_tGut +TCONS_00026165 gene-CRYBB1_tGut +TCONS_00026166 gene-TPST2_tGut +TCONS_00026167 gene-TFIP11_tGut +TCONS_00026168 gene-HPS4_tGut +TCONS_00026169 gene-HPS4_tGut +TCONS_00026170 gene-LOC100221782_tGut +TCONS_00026171 gene-C15H12orf76_tGut +TCONS_00026172 gene-GLTP_gGal +TCONS_00026173 gene-TRPV4_tGut +TCONS_00026174 gene-MMAB_tGut +TCONS_00026175 gene-KCTD10_tGut-1 +TCONS_00026176 gene-FOXN4_tGut +TCONS_00026177 gene-FOXN4_tGut +TCONS_00026178 gene-ALKBH2_tGut +TCONS_00026179 gene-ALKBH2_tGut +TCONS_00026180 gene-SVOP_gGal +TCONS_00026181 gene-SVOP_gGal +TCONS_00026182 gene-SSH1_tGut +TCONS_00026183 gene-SSH1_tGut +TCONS_00026184 gene-SSH1_tGut +TCONS_00026185 gene-SSH1_tGut +TCONS_00026186 gene-CORO1C_tGut +TCONS_00026187 gene-CORO1C_tGut +TCONS_00026188 gene-CORO1C_tGut +TCONS_00026189 gene-SELPLG_tGut +TCONS_00026190 gene-SELPLG_tGut +TCONS_00026191 gene-TMEM119_tGut +TCONS_00026192 gene-SART3_tGut +TCONS_00026193 gene-SART3_tGut +TCONS_00026194 gene-CMKLR1_tGut +TCONS_00026195 gene-RPL6_tGut +TCONS_00026196 gene-NAA25_tGut +TCONS_00026197 gene-NAA25_tGut +TCONS_00026198 gene-NAA25_tGut +TCONS_00026199 gene-ERP29_tGut +TCONS_00026200 gene-TMEM116_tGut +TCONS_00026201 gene-TMEM116_tGut +TCONS_00026202 gene-BRAP_gGal +TCONS_00026205 gene-ATXN2_tGut +TCONS_00026207 gene-ATXN2_tGut +TCONS_00026209 gene-ATXN2_tGut +TCONS_00026211 gene-ATXN2_tGut +TCONS_00026213 gene-ATXN2_tGut +TCONS_00026215 gene-ATXN2_tGut +TCONS_00026217 gene-ATXN2_tGut +TCONS_00026219 gene-ATXN2_tGut +TCONS_00026221 gene-ATXN2_tGut +TCONS_00026223 gene-ATXN2_tGut +TCONS_00026225 gene-ATXN2_tGut +TCONS_00026227 gene-ATXN2_tGut +TCONS_00026226 gene-ATXN2_tGut +TCONS_00026224 gene-ATXN2_tGut +TCONS_00026222 gene-ATXN2_tGut +TCONS_00026220 gene-ATXN2_tGut +TCONS_00026218 gene-ATXN2_tGut +TCONS_00026216 gene-ATXN2_tGut +TCONS_00026214 gene-ATXN2_tGut +TCONS_00026212 gene-ATXN2_tGut +TCONS_00026210 gene-ATXN2_tGut +TCONS_00026208 gene-ATXN2_tGut +TCONS_00026206 gene-ATXN2_tGut +TCONS_00026204 gene-ATXN2_tGut +TCONS_00026203 gene-ATXN2_tGut +TCONS_00026237 gene-ATXN2_tGut +TCONS_00026239 gene-ATXN2_tGut +TCONS_00026240 gene-ATXN2_tGut +TCONS_00026241 gene-ATXN2_tGut +TCONS_00026242 gene-ATXN2_tGut +TCONS_00026238 gene-ATXN2_tGut +TCONS_00026232 gene-ATXN2_tGut +TCONS_00026233 gene-ATXN2_tGut +TCONS_00026235 gene-ATXN2_tGut +TCONS_00026236 gene-ATXN2_tGut +TCONS_00026234 gene-ATXN2_tGut +TCONS_00026230 gene-ATXN2_tGut +TCONS_00026231 gene-ATXN2_tGut +TCONS_00026229 gene-ATXN2_tGut +TCONS_00026228 gene-ATXN2_tGut +TCONS_00026249 gene-ATXN2_tGut +TCONS_00026246 gene-ATXN2_tGut +TCONS_00026247 gene-ATXN2_tGut +TCONS_00026248 gene-ATXN2_tGut +TCONS_00026245 gene-ATXN2_tGut +TCONS_00026244 gene-ATXN2_tGut +TCONS_00026243 gene-ATXN2_tGut +TCONS_00026250 gene-ATXN2_tGut +TCONS_00026251 gene-PHETA1_tGut +TCONS_00026252 gene-MYL2_tGut +TCONS_00026253 gene-PPP1CC_tGut +TCONS_00026254 gene-HVCN1_tGut +TCONS_00026255 gene-PPTC7_tGut +TCONS_00026257 gene-VPS29_tGut +TCONS_00026256 gene-VPS29_tGut +TCONS_00026258 gene-RSRC2_tGut +TCONS_00026259 gene-RSRC2_tGut +TCONS_00026260 gene-RSRC2_tGut +TCONS_00026262 gene-ZCCHC8_tGut +TCONS_00026261 gene-ZCCHC8_tGut +TCONS_00026263 gene-CLIP1_tGut +TCONS_00026264 gene-CLIP1_tGut +TCONS_00026269 gene-CLIP1_tGut +TCONS_00026271 gene-CLIP1_tGut +TCONS_00026273 gene-CLIP1_tGut +TCONS_00026275 gene-CLIP1_tGut +TCONS_00026277 gene-CLIP1_tGut +TCONS_00026279 gene-CLIP1_tGut +TCONS_00026281 gene-CLIP1_tGut +TCONS_00026283 gene-CLIP1_tGut +TCONS_00026284 gene-CLIP1_tGut +TCONS_00026282 gene-CLIP1_tGut +TCONS_00026280 gene-CLIP1_tGut +TCONS_00026278 gene-CLIP1_tGut +TCONS_00026276 gene-CLIP1_tGut +TCONS_00026274 gene-CLIP1_tGut +TCONS_00026272 gene-CLIP1_tGut +TCONS_00026270 gene-CLIP1_tGut +TCONS_00026268 gene-CLIP1_tGut +TCONS_00026267 gene-CLIP1_tGut +TCONS_00026266 gene-CLIP1_tGut +TCONS_00026265 gene-CLIP1_tGut +TCONS_00026285 gene-VPS33A_tGut +TCONS_00026286 gene-DIABLO_tGut +TCONS_00026287 gene-DIABLO_tGut +TCONS_00026288 gene-DIABLO_tGut +TCONS_00026289 gene-HPD_tGut +TCONS_00026290 gene-RHOF_tGut +TCONS_00026291 gene-RHOF_tGut +TCONS_00026292 gene-RHOF_tGut +TCONS_00026293 gene-RHOF_tGut +TCONS_00026294 gene-RHOF_tGut +TCONS_00026295 gene-MORN3_tGut +TCONS_00026298 gene-KDM2B_tGut +TCONS_00026300 gene-KDM2B_tGut +TCONS_00026302 gene-KDM2B_tGut +TCONS_00026301 gene-KDM2B_tGut +TCONS_00026299 gene-KDM2B_tGut +TCONS_00026297 gene-KDM2B_tGut +TCONS_00026296 gene-KDM2B_tGut +TCONS_00026303 gene-KDM2B_tGut +TCONS_00026304 gene-KDM2B_tGut +TCONS_00026305 gene-KDM2B_tGut +TCONS_00026306 gene-KDM2B_tGut +TCONS_00026307 gene-ANAPC5_tGut +TCONS_00026310 gene-CAMKK2_tGut +TCONS_00026312 gene-CAMKK2_tGut +TCONS_00026313 gene-CAMKK2_tGut +TCONS_00026311 gene-CAMKK2_tGut +TCONS_00026309 gene-CAMKK2_tGut +TCONS_00026308 gene-CAMKK2_tGut +TCONS_00026314 gene-IFT81_tGut +TCONS_00026315 gene-IFT81_tGut +TCONS_00026316 gene-IFT81_tGut +TCONS_00026317 gene-ATP2A2_tGut +TCONS_00026318 gene-ATP2A2_tGut +TCONS_00026319 gene-ATP2A2_tGut +TCONS_00026320 gene-DENR_tGut +TCONS_00026321 gene-HIP1R_tGut +TCONS_00026322 gene-HIP1R_tGut +TCONS_00026324 gene-OGFOD2_tGut +TCONS_00026323 gene-OGFOD2_tGut +TCONS_00026325 gene-ARL6IP4_tGut +TCONS_00026326 gene-MTRFR_tGut +TCONS_00026327 gene-KMT5A_tGut +TCONS_00026328 gene-KMT5A_tGut +TCONS_00026329 gene-KMT5A_tGut +TCONS_00026330 gene-SNRNP35_tGut +TCONS_00026333 gene-TMED2_gGal +TCONS_00026332 gene-TMED2_gGal +TCONS_00026331 gene-TMED2_gGal +TCONS_00026334 gene-DDX55_tGut +TCONS_00026336 gene-GTF2H3_tGut +TCONS_00026335 gene-GTF2H3_tGut +TCONS_00026338 gene-TCTN2_tGut +TCONS_00026337 gene-TCTN2_tGut +TCONS_00026340 gene-ATP6V0A2_tGut +TCONS_00026339 gene-ATP6V0A2_tGut +TCONS_00026341 gene-ATP6V0A2_tGut +TCONS_00026342 gene-ATP6V0A2_tGut +TCONS_00026344 gene-DNAH10_tGut +TCONS_00026343 gene-DNAH10_tGut +TCONS_00026347 gene-DNAH10_tGut +TCONS_00026346 gene-DNAH10_tGut +TCONS_00026345 gene-DNAH10_tGut +TCONS_00026348 gene-DNAH10_tGut +TCONS_00026349 gene-DNAH10_tGut +TCONS_00026350 gene-RFLNA_gGal +TCONS_00026351 gene-AACS_tGut +TCONS_00026352 gene-TMEM132B_tGut +TCONS_00026353 gene-TMEM132B_tGut +TCONS_00026354 gene-TMEM132B_tGut +TCONS_00026355 gene-TMEM132B_tGut +TCONS_00026356 gene-TMEM132C_tGut +TCONS_00026357 gene-TMEM132C_tGut +TCONS_00026358 gene-GLT1D1_tGut +TCONS_00026359 gene-GLT1D1_tGut +TCONS_00026360 gene-GLT1D1_tGut +TCONS_00026361 gene-FZD10_tGut +TCONS_00026362 gene-LECT1_gGal-1 +TCONS_00026363 gene-PIWIL1_tGut +TCONS_00026364 gene-RAN_tGut +TCONS_00026365 gene-ADGRD1_tGut +TCONS_00026367 gene-ADGRD1_tGut +TCONS_00026366 gene-ADGRD1_tGut +TCONS_00026368 gene-SFSWAP_gGal +TCONS_00026369 gene-SFSWAP_gGal +TCONS_00026370 gene-SFSWAP_gGal +TCONS_00026372 gene-SFSWAP_gGal +TCONS_00026371 gene-SFSWAP_gGal +TCONS_00026373 gene-SFSWAP_gGal +TCONS_00026374 gene-MMP17_gGal +TCONS_00026375 gene-MMP17_gGal +TCONS_00026376 gene-MMP17_gGal +TCONS_00026377 gene-GARNL3_tGut +TCONS_00026378 gene-GARNL3_tGut +TCONS_00026381 gene-GARNL3_tGut +TCONS_00026380 gene-GARNL3_tGut +TCONS_00026379 gene-GARNL3_tGut +TCONS_00026383 gene-FBXW2_tGut +TCONS_00026382 gene-FBXW2_tGut +TCONS_00026384 gene-FBXW2_tGut +TCONS_00026385 gene-FBXW2_tGut +TCONS_00026386 gene-ANGPTL2_tGut +TCONS_00026389 gene-MAPKAP1_tGut +TCONS_00026390 gene-MAPKAP1_tGut +TCONS_00026388 gene-MAPKAP1_tGut +TCONS_00026387 gene-MAPKAP1_tGut +TCONS_00026391 gene-HSPA5_tGut +TCONS_00026393 gene-PPP6C_gGal +TCONS_00026392 gene-PPP6C_gGal +TCONS_00026394 gene-ARPC5L_tGut +TCONS_00026395 gene-RPL35_gGal +TCONS_00026397 gene-NR6A1_tGut +TCONS_00026396 gene-NR6A1_tGut +TCONS_00026398 gene-NR6A1_tGut +TCONS_00026399 gene-NR5A1_tGut +TCONS_00026400 gene-PSMB7_tGut-2 +TCONS_00026403 gene-DENND1A_tGut +TCONS_00026405 gene-DENND1A_tGut +TCONS_00026407 gene-DENND1A_tGut +TCONS_00026406 gene-DENND1A_tGut +TCONS_00026404 gene-DENND1A_tGut +TCONS_00026402 gene-DENND1A_tGut +TCONS_00026401 gene-DENND1A_tGut +TCONS_00026408 gene-DENND1A_tGut +TCONS_00026409 gene-DENND1A_tGut +TCONS_00026410 gene-STRBP_gGal +TCONS_00026412 gene-STRBP_gGal +TCONS_00026411 gene-STRBP_gGal +TCONS_00026413 gene-STRBP_gGal +TCONS_00026415 gene-STRBP_gGal +TCONS_00026414 gene-STRBP_gGal +TCONS_00026416 gene-STRBP_gGal +TCONS_00026417 gene-STRBP_gGal +TCONS_00026418 gene-ZBTB26_tGut +TCONS_00026419 gene-ZBTB6_tGut +TCONS_00026420 gene-RC3H2_tGut +TCONS_00026421 gene-RC3H2_tGut +TCONS_00026422 gene-RC3H2_tGut +TCONS_00026423 gene-PDCL_tGut +TCONS_00026424 gene-RBM18_tGut +TCONS_00026425 gene-LHX6_tGut +TCONS_00026427 gene-NDUFA8_tGut +TCONS_00026426 gene-NDUFA8_tGut +TCONS_00026428 gene-TTLL11_tGut +TCONS_00026429 gene-STOM_tGut +TCONS_00026430 gene-RAB14_tGut +TCONS_00026431 gene-C5_tGut +TCONS_00026432 gene-C5_tGut +TCONS_00026433 gene-C5_tGut +TCONS_00026434 gene-C5_tGut +TCONS_00026435 gene-TRAF1_tGut +TCONS_00026436 gene-TRAF1_tGut +TCONS_00026437 gene-PHF19_tGut +TCONS_00026438 gene-PHF19_tGut +TCONS_00026440 gene-PSMD5_tGut +TCONS_00026439 gene-PSMD5_tGut +TCONS_00026441 gene-KCNT1_tGut +TCONS_00026442 gene-KCNT1_tGut +TCONS_00026446 gene-KCNT1_tGut +TCONS_00026445 gene-KCNT1_tGut +TCONS_00026444 gene-KCNT1_tGut +TCONS_00026443 gene-KCNT1_tGut +TCONS_00026449 gene-KCNT1_tGut +TCONS_00026448 gene-KCNT1_tGut +TCONS_00026447 gene-KCNT1_tGut +TCONS_00026450 gene-KCNT1_tGut +TCONS_00026451 gene-KCNT1_tGut +TCONS_00026452 gene-GPSM1_tGut +TCONS_00026454 gene-GPSM1_tGut +TCONS_00026453 gene-GPSM1_tGut +TCONS_00026455 gene-PMPCA_tGut +TCONS_00026456 gene-EGFL7_tGut-3 +TCONS_00026457 gene-EGFL7_tGut-3 +TCONS_00026458 gene-DIPK1B_tGut +TCONS_00026459 gene-DIPK1B_tGut +TCONS_00026460 gene-C17H9orf116_tGut +TCONS_00026461 gene-BRD3_tGut +TCONS_00026463 gene-VAV2_tGut +TCONS_00026462 gene-VAV2_tGut +TCONS_00026465 gene-VAV2_tGut +TCONS_00026464 gene-VAV2_tGut +TCONS_00026466 gene-SARDH_tGut +TCONS_00026467 gene-FAM163B_tGut +TCONS_00026468 gene-MYMK_tGut +TCONS_00026469 gene-SLC2A6_tGut +TCONS_00026470 gene-REXO4_tGut +TCONS_00026471 gene-SURF4_tGut +TCONS_00026472 gene-SURF1_gGal +TCONS_00026474 gene-MED22_tGut +TCONS_00026473 gene-MED22_tGut +TCONS_00026475 gene-SURF6_tGut +TCONS_00026476 gene-RALGDS_tGut +TCONS_00026477 gene-RALGDS_tGut +TCONS_00026479 gene-RALGDS_tGut +TCONS_00026478 gene-RALGDS_tGut +TCONS_00026480 gene-RALGDS_tGut +TCONS_00026482 gene-AK8_tGut +TCONS_00026481 gene-AK8_tGut +TCONS_00026483 gene-AK8_tGut +TCONS_00026484 gene-DDX31_tGut +TCONS_00026485 gene-DDX31_tGut +TCONS_00026486 gene-TTF1_tGut +TCONS_00026487 gene-SETX_tGut +TCONS_00026488 gene-SETX_tGut +TCONS_00026490 gene-MED27_tGut +TCONS_00026489 gene-MED27_tGut +TCONS_00026491 gene-RAPGEF1_tGut-1 +TCONS_00026492 gene-RAPGEF1_tGut-1 +TCONS_00026493 gene-RAPGEF1_tGut-1 +TCONS_00026495 gene-UCK1_tGut +TCONS_00026494 gene-UCK1_tGut +TCONS_00026496 gene-FAM78A_tGut +TCONS_00026497 gene-FIBCD1_tGut +TCONS_00026498 gene-QRFP_tGut +TCONS_00026501 gene-FNBP1_tGut +TCONS_00026503 gene-FNBP1_tGut +TCONS_00026502 gene-FNBP1_tGut +TCONS_00026500 gene-FNBP1_tGut +TCONS_00026499 gene-FNBP1_tGut +TCONS_00026507 gene-FNBP1_tGut +TCONS_00026508 gene-FNBP1_tGut +TCONS_00026506 gene-FNBP1_tGut +TCONS_00026505 gene-FNBP1_tGut +TCONS_00026504 gene-FNBP1_tGut +TCONS_00026510 gene-FNBP1_tGut +TCONS_00026509 gene-FNBP1_tGut +TCONS_00026511 gene-FNBP1_tGut +TCONS_00026513 gene-FNBP1_tGut +TCONS_00026512 gene-FNBP1_tGut +TCONS_00026514 gene-FNBP1_tGut +TCONS_00026515 gene-C17H9orf78_tGut +TCONS_00026516 gene-TOR1A_gGal +TCONS_00026517 gene-PTGES_tGut +TCONS_00026518 gene-ASB6_tGut +TCONS_00026519 gene-CRAT_gGal +TCONS_00026520 gene-CRAT_gGal +TCONS_00026523 gene-SH3GLB2_tGut +TCONS_00026525 gene-SH3GLB2_tGut +TCONS_00026527 gene-SH3GLB2_tGut +TCONS_00026529 gene-SH3GLB2_tGut +TCONS_00026528 gene-SH3GLB2_tGut +TCONS_00026526 gene-SH3GLB2_tGut +TCONS_00026524 gene-SH3GLB2_tGut +TCONS_00026522 gene-SH3GLB2_tGut +TCONS_00026521 gene-SH3GLB2_tGut +TCONS_00026530 gene-DOLK_tGut +TCONS_00026531 gene-KYAT1_tGut +TCONS_00026532 gene-KYAT1_tGut +TCONS_00026534 gene-SPOUT1_tGut +TCONS_00026533 gene-SPOUT1_tGut +TCONS_00026535 gene-ZER1_tGut +TCONS_00026536 gene-ZDHHC12_tGut +TCONS_00026537 gene-DYNC2I2_tGut +TCONS_00026538 gene-BBLN_gGal +TCONS_00026539 gene-DNM1_tGut +TCONS_00026541 gene-DNM1_tGut +TCONS_00026540 gene-DNM1_tGut +TCONS_00026544 gene-DNM1_tGut +TCONS_00026545 gene-DNM1_tGut +TCONS_00026543 gene-DNM1_tGut +TCONS_00026542 gene-DNM1_tGut +TCONS_00026547 gene-DNM1_tGut +TCONS_00026546 gene-DNM1_tGut +TCONS_00026548 gene-COQ4_tGut +TCONS_00026549 gene-SLC27A4_gGal +TCONS_00026550 gene-URM1_gGal +TCONS_00026551 gene-CERCAM_tGut +TCONS_00026552 gene-CERCAM_tGut +TCONS_00026554 gene-CDK9_tGut +TCONS_00026553 gene-CDK9_tGut +TCONS_00026557 gene-FPGS_tGut +TCONS_00026558 gene-FPGS_tGut +TCONS_00026556 gene-FPGS_tGut +TCONS_00026555 gene-FPGS_tGut +TCONS_00026560 gene-FPGS_tGut +TCONS_00026559 gene-FPGS_tGut +TCONS_00026562 gene-SLC25A25_tGut +TCONS_00026561 gene-SLC25A25_tGut +TCONS_00026563 gene-SLC25A25_tGut +TCONS_00026564 gene-MEGF9_tGut +TCONS_00026566 gene-CDK5RAP2_tGut +TCONS_00026565 gene-CDK5RAP2_tGut +TCONS_00026567 gene-CDK5RAP2_tGut +TCONS_00026568 gene-CDK5RAP2_tGut +TCONS_00026569 gene-BRINP1_tGut +TCONS_00026570 gene-ASTN2_tGut +TCONS_00026573 gene-TNC_tGut +TCONS_00026574 gene-TNC_tGut +TCONS_00026572 gene-TNC_tGut +TCONS_00026571 gene-TNC_tGut +TCONS_00026575 gene-TNFSF8_gGal +TCONS_00026576 gene-TNFSF15_tGut +TCONS_00026578 gene-WHRN_tGut +TCONS_00026577 gene-WHRN_tGut +TCONS_00026580 gene-AKNA_tGut +TCONS_00026579 gene-AKNA_tGut +TCONS_00026581 gene-NIBAN2_tGut +TCONS_00026582 gene-NIBAN2_tGut +TCONS_00026583 gene-NIBAN2_tGut +TCONS_00026584 gene-ENTPD2L_gGal +TCONS_00026586 gene-ENTPD2L_gGal +TCONS_00026585 gene-ENTPD2L_gGal +TCONS_00026587 gene-TUBB4B_tGut +TCONS_00026588 gene-SSNA1_gGal +TCONS_00026589 gene-MRPL41_tGut +TCONS_00026592 gene-LRSAM1_tGut +TCONS_00026591 gene-LRSAM1_tGut +TCONS_00026590 gene-LRSAM1_tGut +TCONS_00026593 gene-LRSAM1_tGut +TCONS_00026594 gene-LRSAM1_tGut +TCONS_00026595 gene-SLC31A1_tGut +TCONS_00026596 gene-SLC31A1_tGut +TCONS_00026597 gene-PRPF4_tGut +TCONS_00026598 gene-BSPRY_tGut-2 +TCONS_00026599 gene-RGS3_tGut +TCONS_00026600 gene-RGS3_tGut +TCONS_00026601 gene-RGS3_tGut +TCONS_00026602 gene-RGS3_tGut +TCONS_00026603 gene-RGS3_tGut +TCONS_00026604 gene-ZNF618_tGut +TCONS_00026606 gene-ZNF618_tGut +TCONS_00026605 gene-ZNF618_tGut +TCONS_00026607 gene-ZNF618_tGut +TCONS_00026608 gene-ZNF618_tGut +TCONS_00026609 gene-ZNF618_tGut +TCONS_00026610 gene-GRIN1_tGut +TCONS_00026613 gene-GRIN1_tGut +TCONS_00026612 gene-GRIN1_tGut +TCONS_00026611 gene-GRIN1_tGut +TCONS_00026619 gene-GRIN1_tGut +TCONS_00026616 gene-GRIN1_tGut +TCONS_00026618 gene-GRIN1_tGut +TCONS_00026617 gene-GRIN1_tGut +TCONS_00026615 gene-GRIN1_tGut +TCONS_00026614 gene-GRIN1_tGut +TCONS_00026620 gene-RNF208_tGut +TCONS_00026621 gene-TMEM203_tGut +TCONS_00026622 gene-ENTPD8L2_gGal +TCONS_00026623 gene-ENTPD8L2_gGal +TCONS_00026624 gene-ENTPD8_tGut-like-2 +TCONS_00026625 gene-ENTPD8_tGut-like-2 +TCONS_00026626 gene-ENTPD8_gGal-like-1 +TCONS_00026627 gene-ENTPD8L1_gGal-like-2 +TCONS_00026628 gene-ENTPD8_tGut-like-2 +TCONS_00026629 gene-EXD3_tGut +TCONS_00026630 gene-EXD3_tGut +TCONS_00026631 gene-EXD3_tGut +TCONS_00026633 gene-EXD3_tGut +TCONS_00026632 gene-EXD3_tGut +TCONS_00026634 gene-EXD3_tGut +TCONS_00026636 gene-EXD3_tGut +TCONS_00026635 gene-EXD3_tGut +TCONS_00026637 gene-EXD3_tGut +TCONS_00026638 gene-EXD3_tGut +TCONS_00026639 gene-EXD3_tGut +TCONS_00026640 gene-EXD3_tGut +TCONS_00026641 gene-EXD3_tGut +TCONS_00026642 gene-NRARP_gGal +TCONS_00026643 gene-AMBP_gGal +TCONS_00026644 gene-RABL6_tGut +TCONS_00026645 gene-RABL6_tGut +TCONS_00026646 gene-C17H9ORF172_gGal +TCONS_00026648 gene-PHPT1_tGut +TCONS_00026647 gene-PHPT1_tGut +TCONS_00026651 gene-MAMDC4_tGut +TCONS_00026653 gene-MAMDC4_tGut +TCONS_00026652 gene-MAMDC4_tGut +TCONS_00026650 gene-MAMDC4_tGut +TCONS_00026649 gene-MAMDC4_tGut +TCONS_00026655 gene-TRAF2_tGut +TCONS_00026654 gene-TRAF2_tGut +TCONS_00026656 gene-TRAF2_tGut +TCONS_00026657 gene-TRAF2_tGut +TCONS_00026658 gene-C8G_tGut +TCONS_00026659 gene-PTGDS_gGal +TCONS_00026660 gene-LCN15_tGut +TCONS_00026661 gene-EXFABP_gGal +TCONS_00026662 gene-NPDC1_tGut +TCONS_00026663 gene-NPDC1_tGut +TCONS_00026664 gene-Pou5f3_gGal-2 +TCONS_00026667 gene-ABCA2_tGut +TCONS_00026668 gene-ABCA2_tGut +TCONS_00026666 gene-ABCA2_tGut +TCONS_00026665 gene-ABCA2_tGut +TCONS_00026669 gene-CLIC3_tGut-2 +TCONS_00026670 gene-TMEM141_tGut-2 +TCONS_00026671 gene-ABCA2_gGal-2 +TCONS_00026672 gene-CLIC3_tGut-3 +TCONS_00026673 gene-TMEM141_tGut-1 +TCONS_00026676 gene-TMEM141_tGut-1 +TCONS_00026674 gene-TMEM141_tGut-1 +TCONS_00026675 gene-CLIC3_tGut-1 +TCONS_00026677 gene-UAP1L1_tGut +TCONS_00026678 gene-MAN1B1_tGut +TCONS_00026679 gene-HSPB8_tGut +TCONS_00026680 gene-SRRM4_tGut +TCONS_00026681 gene-SUDS3_tGut +TCONS_00026682 gene-SUDS3_tGut +TCONS_00026683 gene-PEBP1_gGal +TCONS_00026684 gene-DDX54_tGut +TCONS_00026685 gene-SLC8B1_tGut +TCONS_00026686 gene-SLC8B1_tGut +TCONS_00026688 gene-LHX5_tGut +TCONS_00026687 gene-LHX5_tGut +TCONS_00026689 gene-TBX5_tGut +TCONS_00026690 gene-TBX5_tGut +TCONS_00026691 gene-TBX3_tGut +TCONS_00026692 gene-TBX3_tGut +TCONS_00026693 gene-MED13L_tGut +TCONS_00026694 gene-SPRING1_tGut +TCONS_00026695 gene-TESC_tGut +TCONS_00026696 gene-TESC_tGut +TCONS_00026697 gene-FBXO21_tGut +TCONS_00026698 gene-FBXO21_tGut +TCONS_00026700 gene-FBXO21_tGut +TCONS_00026699 gene-FBXO21_tGut +TCONS_00026701 gene-NOS1_tGut +TCONS_00026702 gene-NOS1_tGut +TCONS_00026704 gene-KSR2_tGut +TCONS_00026703 gene-KSR2_tGut +TCONS_00026705 gene-KSR2_tGut +TCONS_00026706 gene-WSB2_tGut +TCONS_00026707 gene-WSB2_tGut +TCONS_00026708 gene-DTX1_tGut-1 +TCONS_00026711 gene-AP1B1_tGut +TCONS_00026713 gene-AP1B1_tGut +TCONS_00026714 gene-AP1B1_tGut +TCONS_00026712 gene-AP1B1_tGut +TCONS_00026710 gene-AP1B1_tGut +TCONS_00026709 gene-AP1B1_tGut +TCONS_00026715 gene-THOC5_tGut +TCONS_00026716 gene-THOC5_tGut +TCONS_00026717 gene-NIPSNAP1_tGut +TCONS_00026718 gene-NIPSNAP1_tGut +TCONS_00026719 gene-NIPSNAP1_tGut +TCONS_00026720 gene-ZMAT5_tGut +TCONS_00026721 gene-ZMAT5_tGut +TCONS_00026722 gene-ZMAT5_tGut +TCONS_00026723 gene-ASCC2_tGut +TCONS_00026725 gene-ASCC2_tGut +TCONS_00026724 gene-ASCC2_tGut +TCONS_00026727 gene-LOC417013_gGal +TCONS_00026726 gene-LOC417013_gGal +TCONS_00026728 gene-LIF_tGut +TCONS_00026729 gene-LOC115497416_tGut +TCONS_00026730 gene-CASTOR1_tGut +TCONS_00026731 gene-TBC1D10A_tGut +TCONS_00026732 gene-SF3A1_tGut +TCONS_00026733 gene-RNF215_tGut +TCONS_00026734 gene-LOC124417211_gGal +TCONS_00026735 gene-GAL3ST1_tGut +TCONS_00026736 gene-PES1_tGut +TCONS_00026737 gene-RTN4R_tGut +TCONS_00026738 gene-P2RX6_tGut +TCONS_00026739 gene-AIFM3_tGut +TCONS_00026742 gene-AIFM3_tGut +TCONS_00026741 gene-AIFM3_tGut +TCONS_00026740 gene-AIFM3_tGut +TCONS_00026743 gene-INPP5J_tGut +TCONS_00026744 gene-SMTN_tGut +TCONS_00026746 reg_6961_gGal +TCONS_00026745 reg_6961_gGal +TCONS_00026749 reg_6961_gGal +TCONS_00026748 reg_6961_gGal +TCONS_00026747 reg_6961_gGal +TCONS_00026751 reg_6961_gGal +TCONS_00026750 reg_6961_gGal +TCONS_00026752 reg_6961_gGal +TCONS_00026753 reg_6961_gGal +TCONS_00026754 reg_6961_gGal +TCONS_00026755 reg_6961_gGal +TCONS_00026756 reg_6961_gGal +TCONS_00026757 reg_6961_gGal +TCONS_00026758 reg_6961_gGal +TCONS_00026759 reg_6961_gGal +TCONS_00026760 gene-MORC2_tGut-2 +TCONS_00026761 gene-MORC2_tGut-2 +TCONS_00026764 gene-CIT_tGut +TCONS_00026766 gene-CIT_tGut +TCONS_00026768 gene-CIT_tGut +TCONS_00026770 gene-CIT_tGut +TCONS_00026772 gene-CIT_tGut +TCONS_00026771 gene-CIT_tGut +TCONS_00026769 gene-CIT_tGut +TCONS_00026767 gene-CIT_tGut +TCONS_00026765 gene-CIT_tGut +TCONS_00026763 gene-CIT_tGut +TCONS_00026762 gene-CIT_tGut +TCONS_00026773 gene-RAB35_tGut +TCONS_00026774 gene-GCN1_tGut +TCONS_00026775 gene-GCN1_tGut +TCONS_00026776 gene-RPLP0_tGut +TCONS_00026777 gene-PXN_tGut +TCONS_00026778 gene-PXN_tGut +TCONS_00026779 gene-PXN_tGut +TCONS_00026780 gene-PXN_tGut +TCONS_00026781 gene-PXN_tGut +TCONS_00026782 gene-PXN_tGut +TCONS_00026783 gene-PLA2G1B_tGut +TCONS_00026784 gene-PLA2G1B_tGut +TCONS_00026785 gene-MSI1_tGut +TCONS_00026789 gene-MSI1_tGut +TCONS_00026788 gene-MSI1_tGut +TCONS_00026787 gene-MSI1_tGut +TCONS_00026786 gene-MSI1_tGut +TCONS_00026793 gene-MSI1_tGut +TCONS_00026792 gene-MSI1_tGut +TCONS_00026791 gene-MSI1_tGut +TCONS_00026790 gene-MSI1_tGut +TCONS_00026794 gene-TRIAP1_tGut +TCONS_00026795 gene-COQ5_tGut +TCONS_00026796 gene-COQ5_tGut +TCONS_00026798 gene-SPPL3_tGut +TCONS_00026797 gene-SPPL3_tGut +TCONS_00026799 gene-SPPL3_tGut +TCONS_00026801 gene-SPPL3_tGut +TCONS_00026800 gene-SPPL3_tGut +TCONS_00026802 gene-C15H12orf43_tGut +TCONS_00026803 gene-PIK3IP1_tGut +TCONS_00026805 gene-PATZ1_tGut +TCONS_00026804 gene-PATZ1_tGut +TCONS_00026808 gene-EIF4ENIF1_tGut +TCONS_00026810 gene-EIF4ENIF1_tGut +TCONS_00026809 gene-EIF4ENIF1_tGut +TCONS_00026807 gene-EIF4ENIF1_tGut +TCONS_00026806 gene-EIF4ENIF1_tGut +TCONS_00026811 gene-PISD_tGut +TCONS_00026812 gene-PISD_tGut +TCONS_00026813 gene-PISD_tGut +TCONS_00026814 gene-PISD_tGut +TCONS_00026815 gene-PRR14L_gGal +TCONS_00026816 gene-RSPH14_tGut +TCONS_00026817 gene-RSPH14_tGut +TCONS_00026818 gene-GUCD1_tGut +TCONS_00026819 gene-LRRC75B_tGut +TCONS_00026820 gene-GGT5_tGut +TCONS_00026823 gene-MED15_tGut +TCONS_00026822 gene-MED15_tGut +TCONS_00026821 gene-MED15_tGut +TCONS_00026824 gene-TBX6_gGal +TCONS_00026827 gene-CABIN1_tGut +TCONS_00026829 gene-CABIN1_tGut +TCONS_00026828 gene-CABIN1_tGut +TCONS_00026826 gene-CABIN1_tGut +TCONS_00026825 gene-CABIN1_tGut +TCONS_00026830 gene-DDT_tGut +TCONS_00026831 gene-DDT_tGut +TCONS_00026832 gene-DDT_tGut +TCONS_00026834 gene-GSTT1_gGal +TCONS_00026833 gene-GSTT1_gGal +TCONS_00026835 gene-GSTT2B_tGut +TCONS_00026836 gene-DDX51_tGut +TCONS_00026837 gene-MIF_gGal +TCONS_00026838 gene-SLC2A11L4_gGal +TCONS_00026839 gene-SLC2A11L4_gGal +TCONS_00026840 gene-SLC2A11L4_gGal +TCONS_00026841 gene-LOC115497385_tGut +TCONS_00026842 gene-LOC769554_gGal +TCONS_00026843 gene-SLC2A11L1_gGal +TCONS_00026844 gene-SLC2A11_gGal +TCONS_00026845 gene-SMARCB1_tGut +TCONS_00026846 gene-IGLL1_gGal-11 +TCONS_00026847 gene-IGLL1_gGal-3 +TCONS_00026848 gene-IGLL1_gGal-3 +TCONS_00026849 gene-CA15L_gGal +TCONS_00026850 gene-DGCR2_tGut +TCONS_00026854 gene-DGCR2_tGut +TCONS_00026853 gene-DGCR2_tGut +TCONS_00026852 gene-DGCR2_tGut +TCONS_00026851 gene-DGCR2_tGut +TCONS_00026855 gene-ESS2_tGut +TCONS_00026856 gene-GSC2_tGut +TCONS_00026857 gene-SBSPONL_gGal +TCONS_00026858 gene-SLC25A1_tGut +TCONS_00026859 gene-SLC25A1_tGut +TCONS_00026860 gene-CLTCL1_tGut +TCONS_00026864 gene-CLTCL1_tGut +TCONS_00026866 gene-CLTCL1_tGut +TCONS_00026865 gene-CLTCL1_tGut +TCONS_00026863 gene-CLTCL1_tGut +TCONS_00026862 gene-CLTCL1_tGut +TCONS_00026861 gene-CLTCL1_tGut +TCONS_00026867 gene-CLTCL1_tGut +TCONS_00026869 gene-CLTCL1_tGut +TCONS_00026868 gene-CLTCL1_tGut +TCONS_00026870 gene-SNAP29_tGut +TCONS_00026871 gene-SERPIND1_tGut +TCONS_00026872 gene-HIC2_tGut +TCONS_00026873 gene-YDJC_tGut +TCONS_00026874 gene-PPIL2_tGut +TCONS_00026875 gene-PPIL2_tGut +TCONS_00026876 gene-PPIL2_tGut +TCONS_00026877 gene-HIRA_gGal +TCONS_00026878 gene-C15H22orf39_tGut +TCONS_00026880 gene-UFD1_tGut +TCONS_00026879 gene-UFD1_tGut +TCONS_00026881 gene-CLDN5_tGut +TCONS_00026882 gene-GNB1L_tGut +TCONS_00026885 gene-GNB1L_tGut +TCONS_00026884 gene-GNB1L_tGut +TCONS_00026883 gene-GNB1L_tGut +TCONS_00026886 gene-TXNRD2_tGut +TCONS_00026887 gene-TXNRD2_tGut +TCONS_00026888 gene-ARVCF_tGut +TCONS_00026890 gene-ARVCF_tGut +TCONS_00026889 gene-ARVCF_tGut +TCONS_00026892 gene-ARVCF_tGut +TCONS_00026891 gene-ARVCF_tGut +TCONS_00026893 gene-ARVCF_tGut +TCONS_00026895 gene-ARVCF_tGut +TCONS_00026894 gene-ARVCF_tGut +TCONS_00026897 gene-ARVCF_tGut +TCONS_00026896 gene-ARVCF_tGut +TCONS_00026900 gene-ARVCF_tGut +TCONS_00026899 gene-ARVCF_tGut +TCONS_00026898 gene-ARVCF_tGut +TCONS_00026903 gene-ARVCF_tGut +TCONS_00026902 gene-ARVCF_tGut +TCONS_00026901 gene-ARVCF_tGut +TCONS_00026904 gene-TRMT2A_tGut +TCONS_00026905 gene-ANKLE2_tGut +TCONS_00026906 gene-ANKLE2_tGut +TCONS_00026907 gene-ANKLE2_tGut +TCONS_00026908 gene-ANKLE2_tGut +TCONS_00026910 gene-GOLGA3_tGut +TCONS_00026909 gene-GOLGA3_tGut +TCONS_00026912 gene-CHFR_tGut +TCONS_00026911 gene-CHFR_tGut +TCONS_00026915 gene-FBRSL1_gGal +TCONS_00026917 gene-FBRSL1_gGal +TCONS_00026918 gene-FBRSL1_gGal +TCONS_00026916 gene-FBRSL1_gGal +TCONS_00026914 gene-FBRSL1_gGal +TCONS_00026913 gene-FBRSL1_gGal +TCONS_00026919 gene-FBRSL1_gGal +TCONS_00026920 gene-NOC4L_tGut +TCONS_00026923 gene-EP400_tGut +TCONS_00026925 gene-EP400_tGut +TCONS_00026927 gene-EP400_tGut +TCONS_00026929 gene-EP400_tGut +TCONS_00026931 gene-EP400_tGut +TCONS_00026933 gene-EP400_tGut +TCONS_00026935 gene-EP400_tGut +TCONS_00026937 gene-EP400_tGut +TCONS_00026939 gene-EP400_tGut +TCONS_00026938 gene-EP400_tGut +TCONS_00026936 gene-EP400_tGut +TCONS_00026934 gene-EP400_tGut +TCONS_00026932 gene-EP400_tGut +TCONS_00026930 gene-EP400_tGut +TCONS_00026928 gene-EP400_tGut +TCONS_00026926 gene-EP400_tGut +TCONS_00026924 gene-EP400_tGut +TCONS_00026922 gene-EP400_tGut +TCONS_00026921 gene-EP400_tGut +TCONS_00026940 gene-PUS1_tGut +TCONS_00026941 gene-ULK1_tGut +TCONS_00026942 gene-ULK1_tGut +TCONS_00026943 gene-ZNRF3_tGut +TCONS_00026945 gene-CCDC117_tGut +TCONS_00026944 gene-CCDC117_tGut +TCONS_00026946 gene-HSCB_tGut +TCONS_00026947 gene-HSCB_tGut +TCONS_00026948 gene-CRYBA4_tGut +TCONS_00026949 gene-SRRD_tGut +TCONS_00026950 gene-ASPHD2_tGut +TCONS_00026951 gene-SEZ6L_tGut +TCONS_00026952 gene-MYO18B_gGal +TCONS_00026953 gene-GRK3_tGut +TCONS_00026954 gene-GRK3_tGut +TCONS_00026955 gene-GRK3_tGut +TCONS_00026956 gene-CRYBB2_tGut +TCONS_00026958 gene-CRYBB2_tGut +TCONS_00026957 gene-CRYBB2_tGut +TCONS_00026959 gene-CRYBB3_tGut +TCONS_00026960 gene-KIAA1671_tGut +TCONS_00026961 gene-KIAA1671_tGut +TCONS_00026964 gene-SGSM1_tGut +TCONS_00026965 gene-SGSM1_tGut +TCONS_00026963 gene-SGSM1_tGut +TCONS_00026962 gene-SGSM1_tGut +TCONS_00026966 gene-ANKRD13A_tGut +TCONS_00026967 gene-ANKRD13A_tGut +TCONS_00026968 gene-ANKRD13A_tGut +TCONS_00026970 gene-TCHP_gGal +TCONS_00026969 gene-TCHP_gGal +TCONS_00026972 gene-FAM222A_tGut +TCONS_00026971 gene-FAM222A_tGut +TCONS_00026973 gene-MVK_tGut +TCONS_00026975 gene-UBE3B_tGut +TCONS_00026974 gene-UBE3B_tGut +TCONS_00026976 gene-MYO1H_tGut +TCONS_00026977 gene-MYO1H_tGut +TCONS_00026978 gene-ACACB_tGut +TCONS_00026980 gene-ACACB_tGut +TCONS_00026979 gene-ACACB_tGut +TCONS_00026981 gene-UNG_tGut +TCONS_00026982 gene-UNG_tGut +TCONS_00026983 gene-USP30_tGut +TCONS_00026984 gene-USP30_tGut +TCONS_00026986 gene-DAO_tGut +TCONS_00026985 gene-DAO_tGut +TCONS_00026987 gene-ISCU_tGut +TCONS_00026988 gene-FICD_tGut +TCONS_00026989 gene-WSCD2_tGut +TCONS_00026992 gene-RPH3A_tGut +TCONS_00026993 gene-RPH3A_tGut +TCONS_00026991 gene-RPH3A_tGut +TCONS_00026990 gene-RPH3A_tGut +TCONS_00026994 gene-PTPN11_tGut +TCONS_00026995 gene-TRAFD1_tGut +TCONS_00026997 gene-MAPKAPK5_tGut +TCONS_00026996 gene-MAPKAPK5_tGut +TCONS_00026998 gene-ALDH2_tGut +TCONS_00027000 gene-LOC107057078_gGal +TCONS_00026999 gene-LOC107057078_gGal +TCONS_00027001 gene-SH2B3_tGut +TCONS_00027002 gene-SH2B3_tGut +TCONS_00027003 gene-SH2B3_tGut +TCONS_00027004 gene-CUX2_tGut +TCONS_00027005 gene-CUX2_tGut +TCONS_00027006 gene-CUX2_tGut +TCONS_00027007 gene-CUX2_tGut +TCONS_00027008 gene-CUX2_tGut +TCONS_00027009 gene-CCDC63_tGut +TCONS_00027011 gene-TCTN1_tGut +TCONS_00027010 gene-TCTN1_tGut +TCONS_00027012 gene-RAD9B_tGut +TCONS_00027013 gene-RAD9B_tGut +TCONS_00027015 gene-RAD9B_tGut +TCONS_00027014 gene-RAD9B_tGut +TCONS_00027016 gene-RAD9B_tGut +TCONS_00027018 gene-KNTC1_tGut +TCONS_00027017 gene-KNTC1_tGut +TCONS_00027019 gene-B3GNT4_tGut +TCONS_00027020 gene-B3GNT4_tGut +TCONS_00027021 gene-LRRC43_tGut +TCONS_00027022 gene-MLXIP_gGal +TCONS_00027023 gene-MLXIP_gGal +TCONS_00027024 gene-BCL7A_tGut +TCONS_00027025 gene-BCL7A_tGut +TCONS_00027026 gene-BCL7A_tGut +TCONS_00027027 gene-PSMD9_tGut +TCONS_00027028 gene-SETD1B_tGut +TCONS_00027029 gene-SETD1B_tGut +TCONS_00027030 gene-TMEM120B_tGut +TCONS_00027031 gene-TMEM120B_tGut +TCONS_00027032 gene-ORAI1_tGut +TCONS_00027033 gene-ORAI1_tGut +TCONS_00027034 gene-RNF34_tGut +TCONS_00027035 gene-RNF34_tGut +TCONS_00027036 gene-P2RX4_tGut +TCONS_00027037 gene-ARPC3_tGut +TCONS_00027038 gene-VPS37B_tGut +TCONS_00027039 gene-ABCB9_tGut +TCONS_00027040 gene-PITPNM2_tGut +TCONS_00027044 gene-PITPNM2_tGut +TCONS_00027046 gene-PITPNM2_tGut +TCONS_00027045 gene-PITPNM2_tGut +TCONS_00027043 gene-PITPNM2_tGut +TCONS_00027042 gene-PITPNM2_tGut +TCONS_00027041 gene-PITPNM2_tGut +TCONS_00027047 gene-MPHOSPH9_tGut +TCONS_00027048 gene-MPHOSPH9_tGut +TCONS_00027049 gene-MPHOSPH9_tGut +TCONS_00027050 gene-CDK2AP1_tGut +TCONS_00027052 gene-SBNO1_tGut +TCONS_00027051 gene-SBNO1_tGut +TCONS_00027053 gene-RILPL2_tGut +TCONS_00027054 gene-RILPL1_tGut +TCONS_00027055 gene-RILPL1_tGut +TCONS_00027056 gene-RILPL1_tGut +TCONS_00027057 gene-EIF2B1_tGut +TCONS_00027058 gene-CCDC92_tGut +TCONS_00027059 gene-NCOR2_tGut +TCONS_00027060 gene-SCARB1_tGut +TCONS_00027061 gene-SCARB1_tGut +TCONS_00027062 gene-SCARB1_tGut +TCONS_00027063 gene-SCARB1_tGut +TCONS_00027064 gene-UBB_gGal +TCONS_00027065 gene-DHX37_tGut +TCONS_00027066 gene-BRI3BP_tGut +TCONS_00027067 gene-SLC15A4_tGut +TCONS_00027068 gene-TMEM132D_tGut +TCONS_00027069 gene-RIMBP2_tGut +TCONS_00027070 gene-RIMBP2_tGut +TCONS_00027071 gene-RIMBP2_tGut +TCONS_00027072 gene-RIMBP2_tGut +TCONS_00027075 gene-RIMBP2_tGut +TCONS_00027076 gene-RIMBP2_tGut +TCONS_00027074 gene-RIMBP2_tGut +TCONS_00027073 gene-RIMBP2_tGut +TCONS_00027078 gene-RIMBP2_tGut +TCONS_00027077 gene-RIMBP2_tGut +TCONS_00027079 gene-STX2_tGut +TCONS_00027080 gene-STX2_tGut +TCONS_00027081 gene-STX2_tGut +TCONS_00027083 gene-RALGPS1_tGut +TCONS_00027082 gene-RALGPS1_tGut +TCONS_00027084 gene-RALGPS1_tGut +TCONS_00027085 gene-ZBTB34_tGut +TCONS_00027086 gene-ZBTB43_tGut +TCONS_00027087 gene-ZBTB43_tGut +TCONS_00027088 gene-LMX1B_tGut +TCONS_00027089 gene-LMX1B_tGut +TCONS_00027090 gene-MVB12B_tGut +TCONS_00027091 gene-MVB12B_tGut +TCONS_00027092 gene-PBX3_tGut +TCONS_00027093 gene-PBX3_tGut +TCONS_00027094 gene-PBX3_tGut +TCONS_00027097 gene-GAPVD1_tGut +TCONS_00027098 gene-GAPVD1_tGut +TCONS_00027096 gene-GAPVD1_tGut +TCONS_00027095 gene-GAPVD1_tGut +TCONS_00027099 gene-RABEPK_tGut +TCONS_00027101 gene-GOLGA1_tGut +TCONS_00027100 gene-GOLGA1_tGut +TCONS_00027103 gene-SCAI_tGut +TCONS_00027102 gene-SCAI_tGut +TCONS_00027104 gene-SCAI_tGut +TCONS_00027106 gene-SCAI_tGut +TCONS_00027105 gene-SCAI_tGut +TCONS_00027107 gene-SCAI_tGut +TCONS_00027108 gene-SCAI_tGut +TCONS_00027109 gene-OLFML2A_tGut +TCONS_00027110 gene-OLFML2A_tGut +TCONS_00027112 gene-ADGRD2_tGut +TCONS_00027111 gene-ADGRD2_tGut +TCONS_00027115 gene-ADGRD2_tGut +TCONS_00027114 gene-ADGRD2_tGut +TCONS_00027113 gene-ADGRD2_tGut +TCONS_00027116 gene-ADGRD2_tGut +TCONS_00027117 gene-NEK6_tGut +TCONS_00027118 gene-NEK6_tGut +TCONS_00027119 gene-LHX2_tGut +TCONS_00027120 gene-LHX2_tGut +TCONS_00027121 gene-CRB2_tGut +TCONS_00027122 gene-CRB2_tGut +TCONS_00027123 gene-CRB2_tGut +TCONS_00027124 gene-CRB2_tGut +TCONS_00027125 gene-RABGAP1_tGut +TCONS_00027126 gene-RABGAP1_tGut +TCONS_00027127 gene-RABGAP1_tGut +TCONS_00027128 gene-RABGAP1_tGut +TCONS_00027129 gene-RABGAP1_tGut +TCONS_00027130 gene-PTGS1_tGut +TCONS_00027131 gene-MRRF_tGut +TCONS_00027132 gene-MRRF_tGut +TCONS_00027133 gene-MRRF_tGut +TCONS_00027135 gene-NDUFA8_tGut +TCONS_00027134 gene-NDUFA8_tGut +TCONS_00027137 gene-NDUFA8_tGut +TCONS_00027136 gene-NDUFA8_tGut +TCONS_00027138 gene-NDUFA8_tGut +TCONS_00027139 gene-LOC115497553_tGut +TCONS_00027140 gene-DAB2IP_gGal +TCONS_00027141 gene-DAB2IP_gGal +TCONS_00027142 gene-DAB2IP_gGal +TCONS_00027143 gene-DAB2IP_gGal +TCONS_00027144 gene-DAB2IP_gGal +TCONS_00027145 gene-DAB2IP_gGal +TCONS_00027146 gene-DAB2IP_gGal +TCONS_00027149 gene-DAB2IP_gGal +TCONS_00027148 gene-DAB2IP_gGal +TCONS_00027147 gene-DAB2IP_gGal +TCONS_00027150 gene-DAB2IP_gGal +TCONS_00027151 gene-GSN_tGut +TCONS_00027152 gene-GSN_tGut +TCONS_00027153 gene-GSN_tGut +TCONS_00027155 gene-GSN_tGut +TCONS_00027154 gene-GSN_tGut +TCONS_00027156 gene-CNTRL_tGut +TCONS_00027157 gene-CUTAL_gGal +TCONS_00027158 gene-B3GALT9_tGut +TCONS_00027159 gene-CAMSAP1_tGut +TCONS_00027161 gene-CAMSAP1_tGut +TCONS_00027160 gene-CAMSAP1_tGut +TCONS_00027163 gene-UBAC1_tGut +TCONS_00027162 gene-UBAC1_tGut +TCONS_00027164 gene-NACC2_tGut +TCONS_00027165 gene-TMEM250_tGut +TCONS_00027167 gene-LHX3_tGut +TCONS_00027166 gene-LHX3_tGut +TCONS_00027168 gene-QSOX2_tGut +TCONS_00027169 gene-LOC116806616_tGut +TCONS_00027171 gene-LOC116806616_tGut +TCONS_00027170 gene-LOC116806616_tGut +TCONS_00027172 gene-LOC121107032_gGal +TCONS_00027174 gene-CARD9_tGut +TCONS_00027173 gene-CARD9_tGut +TCONS_00027175 gene-CARD9_tGut +TCONS_00027176 gene-SNAPC4_tGut +TCONS_00027177 gene-ENTR1_tGut +TCONS_00027178 gene-INPP5E_tGut +TCONS_00027181 gene-SEC16A_tGut +TCONS_00027183 gene-SEC16A_tGut +TCONS_00027185 gene-SEC16A_tGut +TCONS_00027184 gene-SEC16A_tGut +TCONS_00027182 gene-SEC16A_tGut +TCONS_00027180 gene-SEC16A_tGut +TCONS_00027179 gene-SEC16A_tGut +TCONS_00027186 gene-SEC16A_tGut +TCONS_00027187 gene-NOTCH1_tGut +TCONS_00027189 gene-NOTCH1_tGut +TCONS_00027188 gene-NOTCH1_tGut +TCONS_00027190 gene-AGPAT2_tGut +TCONS_00027191 gene-AGPAT2_tGut +TCONS_00027192 gene-MRPS2_tGut +TCONS_00027193 gene-PPP1R26_tGut +TCONS_00027194 gene-OLFM1_tGut-1 +TCONS_00027195 gene-OLFM1_tGut-1 +TCONS_00027196 gene-OLFM1_tGut-1 +TCONS_00027198 gene-COL5A1_tGut +TCONS_00027197 gene-COL5A1_tGut +TCONS_00027199 gene-COL5A1_tGut +TCONS_00027200 gene-RXRA_tGut +TCONS_00027201 gene-RXRA_tGut +TCONS_00027202 gene-LOC115497562_tGut +TCONS_00027203 gene-WDR5_tGut +TCONS_00027204 gene-BRD3OS_tGut +TCONS_00027205 gene-DBH_gGal +TCONS_00027206 gene-ADAMTSL2_tGut +TCONS_00027207 gene-ADAMTSL2_tGut +TCONS_00027209 gene-ADAMTSL2_tGut +TCONS_00027208 gene-ADAMTSL2_tGut +TCONS_00027210 gene-ADAMTSL2_tGut +TCONS_00027211 gene-ADAMTSL2_tGut +TCONS_00027212 gene-CACFD1_tGut +TCONS_00027213 gene-CACFD1_tGut +TCONS_00027214 gene-CACFD1_tGut +TCONS_00027215 gene-ADAMTS13_tGut +TCONS_00027216 gene-ADAMTS13_tGut +TCONS_00027217 gene-STKLD1_tGut +TCONS_00027218 gene-STKLD1_tGut +TCONS_00027219 gene-STKLD1_tGut +TCONS_00027222 gene-STKLD1_tGut +TCONS_00027223 gene-STKLD1_tGut +TCONS_00027221 gene-STKLD1_tGut +TCONS_00027220 gene-STKLD1_tGut +TCONS_00027224 gene-SURF2_tGut +TCONS_00027225 gene-SURF2_tGut +TCONS_00027226 gene-RPL7A_tGut +TCONS_00027227 gene-GTF3C5_tGut +TCONS_00027228 gene-GTF3C5_tGut +TCONS_00027229 gene-CEL_tGut +TCONS_00027230 gene-CEL_tGut +TCONS_00027231 gene-CEL_tGut +TCONS_00027232 gene-CEL_tGut +TCONS_00027233 gene-GFI1B_tGut +TCONS_00027234 gene-SPACA9_tGut +TCONS_00027235 gene-BARHL1_tGut +TCONS_00027236 gene-CFAP77_tGut +TCONS_00027237 gene-NTNG2_tGut +TCONS_00027239 gene-PRRT1B_tGut-1 +TCONS_00027238 gene-PRRT1B_tGut-1 +TCONS_00027240 gene-POMT1_tGut +TCONS_00027242 gene-POMT1_tGut +TCONS_00027241 gene-POMT1_tGut +TCONS_00027245 gene-PRRC2B_tGut +TCONS_00027247 gene-PRRC2B_tGut +TCONS_00027248 gene-PRRC2B_tGut +TCONS_00027246 gene-PRRC2B_tGut +TCONS_00027244 gene-PRRC2B_tGut +TCONS_00027243 gene-PRRC2B_tGut +TCONS_00027249 gene-PRRC2B_tGut +TCONS_00027250 gene-PLPP7_tGut +TCONS_00027252 gene-NUP214_tGut +TCONS_00027251 gene-NUP214_tGut +TCONS_00027253 gene-AIF1L_tGut +TCONS_00027254 gene-LAMC3_tGut +TCONS_00027255 gene-ABL1_tGut +TCONS_00027256 gene-ABL1_tGut +TCONS_00027257 gene-EXOSC2_tGut +TCONS_00027258 gene-PRDM12_tGut +TCONS_00027261 gene-FUBP3_tGut +TCONS_00027263 gene-FUBP3_tGut +TCONS_00027264 gene-FUBP3_tGut +TCONS_00027262 gene-FUBP3_tGut +TCONS_00027260 gene-FUBP3_tGut +TCONS_00027259 gene-FUBP3_tGut +TCONS_00027265 gene-ASS1_tGut +TCONS_00027266 gene-NCS1_tGut +TCONS_00027267 gene-GPR107_tGut +TCONS_00027268 gene-GPR107_tGut +TCONS_00027269 gene-USP20_tGut +TCONS_00027270 gene-TOR1B_tGut +TCONS_00027271 gene-PRRX2_tGut +TCONS_00027272 gene-NTMT1_tGut +TCONS_00027273 gene-PTPA_tGut +TCONS_00027274 gene-PTPA_tGut +TCONS_00027275 gene-DOLPP1_tGut +TCONS_00027277 gene-MIGA2_tGut +TCONS_00027276 gene-MIGA2_tGut +TCONS_00027278 gene-NUP188_tGut +TCONS_00027279 gene-NUP188_tGut +TCONS_00027282 gene-NUP188_tGut +TCONS_00027281 gene-NUP188_tGut +TCONS_00027280 gene-NUP188_tGut +TCONS_00027283 gene-PHYHD1_tGut +TCONS_00027284 gene-LRRC8A_tGut +TCONS_00027285 gene-ENDOG_tGut +TCONS_00027286 gene-TBC1D13_tGut +TCONS_00027287 gene-PKN3_tGut +TCONS_00027288 gene-SET_tGut +TCONS_00027289 gene-SET_tGut +TCONS_00027290 gene-SPTAN1_tGut +TCONS_00027291 gene-SPTAN1_tGut +TCONS_00027292 gene-SPTAN1_tGut +TCONS_00027294 gene-GLE1_tGut +TCONS_00027293 gene-GLE1_tGut +TCONS_00027295 gene-ODF2_tGut +TCONS_00027296 gene-ODF2_tGut +TCONS_00027297 gene-ODF2_tGut +TCONS_00027298 gene-PTGES2_tGut +TCONS_00027299 gene-CIZ1_tGut +TCONS_00027302 gene-GOLGA2_tGut +TCONS_00027304 gene-GOLGA2_tGut +TCONS_00027306 gene-GOLGA2_tGut +TCONS_00027305 gene-GOLGA2_tGut +TCONS_00027303 gene-GOLGA2_tGut +TCONS_00027301 gene-GOLGA2_tGut +TCONS_00027300 gene-GOLGA2_tGut +TCONS_00027307 gene-TRUB2_gGal +TCONS_00027308 gene-TOR2A_tGut +TCONS_00027309 gene-SH2D3C_tGut +TCONS_00027310 gene-ENG_tGut +TCONS_00027311 gene-AK1_tGut +TCONS_00027312 gene-ST6GALNAC6_tGut +TCONS_00027313 gene-FAM102A_tGut +TCONS_00027314 gene-NAIF1_tGut +TCONS_00027315 gene-ORM2_tGut +TCONS_00027316 gene-COL27A1_tGut +TCONS_00027318 gene-COL27A1_tGut +TCONS_00027317 gene-COL27A1_tGut +TCONS_00027319 gene-COL27A1_tGut +TCONS_00027320 gene-TLR4_tGut +TCONS_00027321 gene-TRIM32_tGut +TCONS_00027322 gene-PAPPA_tGut +TCONS_00027324 gene-TMEM268_tGut +TCONS_00027323 gene-TMEM268_tGut +TCONS_00027325 gene-ATP6V1G1_tGut +TCONS_00027326 gene-STXBP1_tGut +TCONS_00027327 gene-STXBP1_tGut +TCONS_00027328 gene-STXBP1_tGut +TCONS_00027329 gene-SLC31A2_tGut +TCONS_00027330 gene-SLC31A2_tGut +TCONS_00027331 gene-LOC105760944_tGut +TCONS_00027332 gene-LOC105760944_tGut +TCONS_00027337 gene-LOC105760944_tGut +TCONS_00027339 gene-LOC105760944_tGut +TCONS_00027338 gene-LOC105760944_tGut +TCONS_00027336 gene-LOC105760944_tGut +TCONS_00027335 gene-LOC105760944_tGut +TCONS_00027334 gene-LOC105760944_tGut +TCONS_00027333 gene-LOC105760944_tGut +TCONS_00027342 gene-EHMT1_tGut +TCONS_00027344 gene-EHMT1_tGut +TCONS_00027343 gene-EHMT1_tGut +TCONS_00027341 gene-EHMT1_tGut +TCONS_00027340 gene-EHMT1_tGut +TCONS_00027346 gene-EHMT1_tGut +TCONS_00027345 gene-EHMT1_tGut +TCONS_00027350 gene-EHMT1_tGut +TCONS_00027351 gene-EHMT1_tGut +TCONS_00027349 gene-EHMT1_tGut +TCONS_00027348 gene-EHMT1_tGut +TCONS_00027347 gene-EHMT1_tGut +TCONS_00027352 gene-EHMT1_tGut +TCONS_00027356 gene-EHMT1_tGut +TCONS_00027357 gene-EHMT1_tGut +TCONS_00027355 gene-EHMT1_tGut +TCONS_00027354 gene-EHMT1_tGut +TCONS_00027353 gene-EHMT1_tGut +TCONS_00027358 gene-ARRDC1_tGut +TCONS_00027359 gene-GSL_gGal +TCONS_00027360 gene-NELFB_tGut +TCONS_00027361 gene-FAM166A_tGut +TCONS_00027362 gene-DDR1_gGal +TCONS_00027363 gene-DDR1_gGal +TCONS_00027364 gene-TOR4A_tGut +TCONS_00027365 gene-ANAPC2_tGut +TCONS_00027366 gene-TPRN_tGut +TCONS_00027367 gene-NSMF_tGut +TCONS_00027371 gene-NSMF_tGut +TCONS_00027373 gene-NSMF_tGut +TCONS_00027372 gene-NSMF_tGut +TCONS_00027370 gene-NSMF_tGut +TCONS_00027369 gene-NSMF_tGut +TCONS_00027368 gene-NSMF_tGut +TCONS_00027374 gene-PNPLA7_tGut +TCONS_00027375 gene-PNPLA7_tGut +TCONS_00027376 gene-PNPLA7_tGut +TCONS_00027377 gene-DPH7_tGut +TCONS_00027378 gene-ZMYND19_tGut +TCONS_00027379 gene-RPL12_tGut +TCONS_00027380 gene-FKBP15_tGut +TCONS_00027381 gene-FKBP15_tGut +TCONS_00027383 gene-FKBP15_tGut +TCONS_00027382 gene-FKBP15_tGut +TCONS_00027384 gene-CDC26_tGut +TCONS_00027385 gene-WDR31_tGut +TCONS_00027386 gene-WDR31_tGut +TCONS_00027387 gene-ALAD_tGut +TCONS_00027388 gene-POLE3_gGal +TCONS_00027389 gene-LRRC26_tGut +TCONS_00027390 gene-RNF224_gGal +TCONS_00027391 gene-CYSRT1_tGut +TCONS_00027392 gene-NDOR1_tGut +TCONS_00027393 gene-NDOR1_tGut +TCONS_00027394 gene-NDOR1_tGut +TCONS_00027395 gene-ENTPD8L1_gGal-like-1 +TCONS_00027396 gene-ENTPD8_tGut-like-1 +TCONS_00027397 gene-ENTPD8_tGut-like-1 +TCONS_00027398 gene-ENTPD8_tGut-like-1 +TCONS_00027399 gene-NOXA1_tGut +TCONS_00027400 gene-NOXA1_tGut +TCONS_00027401 gene-EDF1_tGut +TCONS_00027402 gene-FBXW5_tGut +TCONS_00027403 gene-FUT7_tGut +TCONS_00027404 gene-C9orf142_gGal-2 +TCONS_00027405 gene-C9orf142_gGal-2 +TCONS_00027406 gene-TMEM141_tGut-1 +TCONS_00027407 gene-TMEM141_tGut-1 +TCONS_00027408 gene-TMEM141_tGut-1 +TCONS_00027409 gene-TMEM141_tGut-1 +TCONS_00027410 gene-TMEM141_tGut-1 +TCONS_00027411 gene-TMEM141_tGut-1 +TCONS_00027413 gene-SAPCD2_gGal +TCONS_00027412 gene-SAPCD2_gGal +TCONS_00027414 gene-DPP7_tGut +TCONS_00027417 gene-FCN2_tGut +TCONS_00027419 gene-FCN2_tGut +TCONS_00027421 gene-FCN2_tGut +TCONS_00027420 gene-FCN2_tGut +TCONS_00027418 gene-FCN2_tGut +TCONS_00027416 gene-FCN2_tGut +TCONS_00027415 gene-FCN2_tGut +TCONS_00027422 gene-NCOA3_tGut +TCONS_00027423 gene-ARFGEF2_tGut +TCONS_00027424 gene-ARFGEF2_tGut +TCONS_00027425 gene-CSE1L_tGut +TCONS_00027427 gene-STAU1_tGut +TCONS_00027426 gene-STAU1_tGut +TCONS_00027430 gene-STAU1_tGut +TCONS_00027429 gene-STAU1_tGut +TCONS_00027428 gene-STAU1_tGut +TCONS_00027437 gene-STAU1_tGut +TCONS_00027434 gene-STAU1_tGut +TCONS_00027435 gene-STAU1_tGut +TCONS_00027436 gene-STAU1_tGut +TCONS_00027433 gene-STAU1_tGut +TCONS_00027432 gene-STAU1_tGut +TCONS_00027431 gene-STAU1_tGut +TCONS_00027438 gene-RPESL_gGal +TCONS_00027439 gene-SLC9A8_tGut +TCONS_00027442 gene-SLC9A8_tGut +TCONS_00027441 gene-SLC9A8_tGut +TCONS_00027440 gene-SLC9A8_tGut +TCONS_00027443 gene-SLC9A8_tGut +TCONS_00027444 gene-RNF114_tGut-like-1 +TCONS_00027445 gene-SNAI1_tGut +TCONS_00027446 gene-CEBPB_tGut +TCONS_00027448 gene-PTPN1_tGut-2 +TCONS_00027447 gene-PTPN1_tGut-2 +TCONS_00027449 gene-PTPN1_tGut-2 +TCONS_00027450 gene-PTPN1_tGut-2 +TCONS_00027451 gene-PTPN1_tGut-2 +TCONS_00027452 gene-PARD6B_tGut +TCONS_00027453 gene-LOC124417325_gGal +TCONS_00027454 gene-MOCS3_tGut +TCONS_00027455 gene-TSHZ2_tGut +TCONS_00027456 gene-TSHZ2_tGut +TCONS_00027457 gene-PFDN4_tGut +TCONS_00027460 gene-DOK5_tGut +TCONS_00027461 gene-DOK5_tGut +TCONS_00027459 gene-DOK5_tGut +TCONS_00027458 gene-DOK5_tGut +TCONS_00027463 gene-DOK5_tGut +TCONS_00027462 gene-DOK5_tGut +TCONS_00027467 gene-DOK5_tGut +TCONS_00027466 gene-DOK5_tGut +TCONS_00027465 gene-DOK5_tGut +TCONS_00027464 gene-DOK5_tGut +TCONS_00027468 gene-MC3R_tGut +TCONS_00027469 gene-FAM210B_tGut +TCONS_00027470 gene-FAM210B_tGut +TCONS_00027471 gene-CSTF1_tGut +TCONS_00027473 gene-CASS4_tGut +TCONS_00027472 gene-CASS4_tGut +TCONS_00027475 gene-CASS4_tGut +TCONS_00027474 gene-CASS4_tGut +TCONS_00027477 gene-CASS4_tGut +TCONS_00027476 gene-CASS4_tGut +TCONS_00027478 gene-RTF2_tGut +TCONS_00027479 gene-TFAP2C_tGut +TCONS_00027481 gene-SPO11_tGut +TCONS_00027480 gene-SPO11_tGut +TCONS_00027482 gene-SPO11_tGut +TCONS_00027483 gene-SPO11_tGut +TCONS_00027484 gene-RAE1_tGut +TCONS_00027485 gene-RAE1_tGut +TCONS_00027486 gene-RBM38_tGut +TCONS_00027487 gene-PCK1_tGut +TCONS_00027488 gene-C20H20orf85_tGut +TCONS_00027489 gene-RAB22A_tGut +TCONS_00027490 gene-RAB22A_tGut +TCONS_00027491 gene-VAPB_tGut +TCONS_00027494 gene-STX16_tGut +TCONS_00027493 gene-STX16_tGut +TCONS_00027492 gene-STX16_tGut +TCONS_00027495 gene-NPEPL1_tGut +TCONS_00027496 gene-GNAS_tGut +TCONS_00027498 gene-GNAS_tGut +TCONS_00027497 gene-GNAS_tGut +TCONS_00027499 gene-GNAS_tGut +TCONS_00027500 gene-NELFCD_tGut +TCONS_00027501 gene-NELFCD_tGut +TCONS_00027502 gene-TUBB1_tGut +TCONS_00027503 gene-TUBB1_tGut +TCONS_00027504 gene-ZNF831_tGut +TCONS_00027505 gene-EDN3_tGut +TCONS_00027506 gene-EDN3_tGut +TCONS_00027507 gene-EDN3_tGut +TCONS_00027508 gene-PHACTR3_tGut +TCONS_00027509 gene-PHACTR3_tGut +TCONS_00027510 gene-FAM217B_tGut +TCONS_00027511 gene-FAM217B_tGut +TCONS_00027512 gene-CDH4_tGut +TCONS_00027513 gene-CDH4_tGut +TCONS_00027516 gene-LSM14B_tGut +TCONS_00027518 gene-LSM14B_tGut +TCONS_00027520 gene-LSM14B_tGut +TCONS_00027521 gene-LSM14B_tGut +TCONS_00027519 gene-LSM14B_tGut +TCONS_00027517 gene-LSM14B_tGut +TCONS_00027515 gene-LSM14B_tGut +TCONS_00027514 gene-LSM14B_tGut +TCONS_00027522 gene-SS18L1_tGut +TCONS_00027524 gene-MTG2_tGut +TCONS_00027523 gene-MTG2_tGut +TCONS_00027525 gene-OSBPL2_tGut +TCONS_00027526 gene-OSBPL2_tGut +TCONS_00027528 gene-ADRM1_tGut +TCONS_00027527 gene-ADRM1_tGut +TCONS_00027529 gene-SLCO4A1_tGut +TCONS_00027530 gene-SLCO4A1_tGut +TCONS_00027531 gene-MRGBP_gGal +TCONS_00027533 gene-OGFR_tGut +TCONS_00027532 gene-OGFR_tGut +TCONS_00027534 gene-OGFR_tGut +TCONS_00027535 gene-OGFR_tGut +TCONS_00027536 gene-COL9A3_tGut +TCONS_00027537 gene-GID8_tGut +TCONS_00027538 gene-SLC17A9_tGut +TCONS_00027540 gene-BIRC7_tGut +TCONS_00027539 gene-BIRC7_tGut +TCONS_00027543 gene-ARFGAP1_tGut +TCONS_00027545 gene-ARFGAP1_tGut +TCONS_00027547 gene-ARFGAP1_tGut +TCONS_00027546 gene-ARFGAP1_tGut +TCONS_00027544 gene-ARFGAP1_tGut +TCONS_00027542 gene-ARFGAP1_tGut +TCONS_00027541 gene-ARFGAP1_tGut +TCONS_00027548 gene-LOC100231559_tGut +TCONS_00027549 gene-COL20A1_tGut +TCONS_00027550 gene-PPDPF_tGut +TCONS_00027551 gene-NPBWR2_tGut +TCONS_00027552 gene-RGS19_tGut +TCONS_00027553 gene-RGS19_tGut +TCONS_00027554 gene-LOC100219985_tGut +TCONS_00027555 gene-SAMD10_tGut +TCONS_00027556 gene-SAMD10_tGut +TCONS_00027557 gene-SAMD10_tGut +TCONS_00027558 gene-SAMD10_tGut +TCONS_00027560 gene-UCKL1_tGut +TCONS_00027559 gene-UCKL1_tGut +TCONS_00027562 gene-UCKL1_tGut +TCONS_00027561 gene-UCKL1_tGut +TCONS_00027563 gene-UCKL1_tGut +TCONS_00027564 gene-LOC121470963_tGut +TCONS_00027565 gene-ZBTB46_tGut +TCONS_00027566 gene-ARFRP1_tGut +TCONS_00027567 gene-STMN3_tGut +TCONS_00027568 gene-STMN3_tGut +TCONS_00027570 gene-GMEB2_tGut +TCONS_00027569 gene-GMEB2_tGut +TCONS_00027571 gene-HELZ2_tGut +TCONS_00027572 gene-PDYN_tGut +TCONS_00027573 gene-PDYN_tGut +TCONS_00027575 gene-SIRPA_gGal +TCONS_00027574 gene-SIRPA_gGal +TCONS_00027576 gene-NSFL1C_tGut +TCONS_00027577 gene-NSFL1C_tGut +TCONS_00027578 gene-FKBP1A_gGal +TCONS_00027579 gene-SDCBP2_tGut +TCONS_00027580 gene-TMEM74B_tGut +TCONS_00027581 gene-RSPO4_tGut +TCONS_00027582 gene-RSPO4_tGut +TCONS_00027583 gene-ANGPT4_tGut +TCONS_00027584 gene-SLC52A3_tGut +TCONS_00027585 gene-SCRT2_tGut +TCONS_00027586 gene-SCRT2_tGut +TCONS_00027587 gene-SRXN1_gGal +TCONS_00027588 gene-TCF15_tGut +TCONS_00027589 gene-CSNK2A1_tGut +TCONS_00027590 gene-TBC1D20_tGut +TCONS_00027591 gene-REM1_gGal +TCONS_00027592 gene-HM13_tGut +TCONS_00027593 gene-HM13_tGut +TCONS_00027594 gene-HM13_tGut +TCONS_00027595 gene-HM13_tGut +TCONS_00027596 gene-ID1_tGut +TCONS_00027597 gene-LOC100217786_tGut +TCONS_00027598 gene-LOC100217786_tGut +TCONS_00027601 gene-TPX2_tGut +TCONS_00027602 gene-TPX2_tGut +TCONS_00027600 gene-TPX2_tGut +TCONS_00027599 gene-TPX2_tGut +TCONS_00027603 gene-MYLK2_tGut +TCONS_00027604 gene-XKR7_tGut +TCONS_00027607 gene-CCM2L_tGut +TCONS_00027606 gene-CCM2L_tGut +TCONS_00027605 gene-CCM2L_tGut +TCONS_00027608 gene-HCK_tGut +TCONS_00027610 gene-HCK_tGut +TCONS_00027609 gene-HCK_tGut +TCONS_00027611 gene-HCK_tGut +TCONS_00027612 gene-TM9SF4_tGut +TCONS_00027613 gene-POFUT1_tGut-3 +TCONS_00027614 gene-KIF3B_tGut +TCONS_00027615 gene-KIF3B_tGut +TCONS_00027617 gene-ASXL1_tGut +TCONS_00027616 gene-ASXL1_tGut +TCONS_00027618 gene-ASXL1_tGut +TCONS_00027621 gene-DNMT3B_tGut-like-1 +TCONS_00027622 gene-DNMT3B_tGut-like-1 +TCONS_00027620 gene-DNMT3B_tGut-like-1 +TCONS_00027619 gene-DNMT3B_tGut-like-1 +TCONS_00027624 gene-DNMT3B_tGut-like-1 +TCONS_00027623 gene-DNMT3B_tGut-like-1 +TCONS_00027626 gene-MAPRE1_tGut +TCONS_00027625 gene-MAPRE1_tGut +TCONS_00027627 gene-BPIFB3_gGal +TCONS_00027628 gene-BPIFB3_gGal +TCONS_00027629 gene-BPIFB3_gGal +TCONS_00027630 gene-BPIFB2_tGut +TCONS_00027631 gene-LOC101233889_tGut +TCONS_00027632 gene-LOC101233889_tGut +TCONS_00027633 gene-KIAA1755_tGut +TCONS_00027634 gene-TGM2_tGut +TCONS_00027635 gene-TTI1_tGut +TCONS_00027636 gene-LOC115497939_tGut +TCONS_00027637 gene-LOC115497939_tGut +TCONS_00027638 gene-WFDC2_gGal +TCONS_00027639 gene-WFDC2_gGal +TCONS_00027640 gene-WFDC8_gGal +TCONS_00027641 gene-WFDC8_gGal +TCONS_00027642 gene-DNTTIP1_tGut +TCONS_00027643 gene-UBE2C_tGut +TCONS_00027644 gene-SNX21_tGut +TCONS_00027645 gene-CTSA_tGut +TCONS_00027646 gene-PCIF1_tGut +TCONS_00027647 gene-LOC115497905_tGut +TCONS_00027648 gene-MMP9_tGut +TCONS_00027649 gene-SLC12A5_tGut +TCONS_00027650 gene-SLC12A5_tGut +TCONS_00027651 gene-CD40_tGut +TCONS_00027652 gene-SNRPB_tGut +TCONS_00027655 gene-CCNDBP1_tGut +TCONS_00027656 gene-CCNDBP1_tGut +TCONS_00027654 gene-CCNDBP1_tGut +TCONS_00027653 gene-CCNDBP1_tGut +TCONS_00027659 gene-ZMYND8_tGut +TCONS_00027660 gene-ZMYND8_tGut +TCONS_00027658 gene-ZMYND8_tGut +TCONS_00027657 gene-ZMYND8_tGut +TCONS_00027661 gene-ZMYND8_tGut +TCONS_00027662 gene-ZMYND8_tGut +TCONS_00027665 gene-ZMYND8_tGut +TCONS_00027664 gene-ZMYND8_tGut +TCONS_00027663 gene-ZMYND8_tGut +TCONS_00027666 gene-ZMYND8_tGut +TCONS_00027667 gene-TP53RK_tGut +TCONS_00027668 gene-SLC13A3_tGut +TCONS_00027669 gene-OCSTAMP_gGal +TCONS_00027670 gene-LOC101233387_tGut +TCONS_00027671 gene-LOC100220010_tGut +TCONS_00027672 gene-LOC100220010_tGut +TCONS_00027673 gene-GDAP1L1_tGut +TCONS_00027674 gene-R3HDML_tGut +TCONS_00027675 gene-HNF4A_tGut +TCONS_00027676 gene-HNF4A_tGut +TCONS_00027677 gene-TTPAL_tGut +TCONS_00027678 gene-PKIG_tGut +TCONS_00027679 gene-LOC115497917_tGut +TCONS_00027680 gene-KCNK15_tGut +TCONS_00027681 gene-YWHAB_tGut +TCONS_00027682 gene-PABPC1L_tGut +TCONS_00027684 gene-STK4_tGut +TCONS_00027683 gene-STK4_tGut +TCONS_00027685 gene-RBPJL_tGut-like-3 +TCONS_00027686 gene-RBPJL_tGut-like-3 +TCONS_00027687 gene-SYS1_tGut +TCONS_00027688 gene-DBNDD2_tGut +TCONS_00027689 gene-DBNDD2_tGut +TCONS_00027690 gene-PIGT_tGut +TCONS_00027691 gene-PIGT_tGut +TCONS_00027692 gene-BLCAP_gGal +TCONS_00027693 gene-GHRH_tGut +TCONS_00027694 gene-GHRH_tGut +TCONS_00027695 gene-EMILIN3_tGut +TCONS_00027696 gene-ZHX3_tGut +TCONS_00027697 gene-ZHX3_tGut +TCONS_00027698 gene-MAFB_tGut +TCONS_00027699 gene-ADIG_tGut +TCONS_00027700 gene-ADIG_tGut +TCONS_00027701 gene-ARHGAP40_tGut +TCONS_00027702 gene-ARHGAP40_tGut +TCONS_00027703 gene-SLC32A1_tGut +TCONS_00027704 gene-SGK2_tGut +TCONS_00027705 gene-SGK2_tGut +TCONS_00027706 gene-SGK2_tGut +TCONS_00027707 gene-IFT52_tGut +TCONS_00027709 gene-MYBL2_tGut +TCONS_00027708 gene-MYBL2_tGut +TCONS_00027710 gene-SOGA1_tGut +TCONS_00027713 gene-ACSS2_tGut +TCONS_00027714 gene-ACSS2_tGut +TCONS_00027712 gene-ACSS2_tGut +TCONS_00027711 gene-ACSS2_tGut +TCONS_00027716 gene-ACSS2_tGut +TCONS_00027715 gene-ACSS2_tGut +TCONS_00027717 gene-ACSS2_tGut +TCONS_00027718 gene-ACSS2_tGut +TCONS_00027719 gene-ACSS2_tGut +TCONS_00027720 gene-MYH7B_tGut +TCONS_00027721 gene-MYH7B_tGut +TCONS_00027722 gene-TOX2_tGut +TCONS_00027724 gene-TOX2_tGut +TCONS_00027723 gene-TOX2_tGut +TCONS_00027725 gene-TOX2_tGut +TCONS_00027726 gene-SNTA1_tGut +TCONS_00027727 gene-CBFA2T2_tGut +TCONS_00027728 gene-CBFA2T2_tGut +TCONS_00027729 gene-ZNF341_tGut +TCONS_00027730 gene-CHMP4B_tGut +TCONS_00027731 gene-CHMP4B_tGut +TCONS_00027732 gene-PLIN3L_gGal +TCONS_00027733 gene-RALY_tGut +TCONS_00027734 gene-RALY_tGut +TCONS_00027735 gene-ASIP_tGut +TCONS_00027736 gene-DYNLRB1_tGut +TCONS_00027737 gene-MAP1LC3A_tGut +TCONS_00027738 gene-GDF5_tGut +TCONS_00027739 gene-UQCC1_gGal +TCONS_00027740 gene-UQCC1_gGal +TCONS_00027741 gene-FAM83C_tGut +TCONS_00027742 gene-EIF6_tGut +TCONS_00027745 gene-IGSF1_gGal +TCONS_00027744 gene-IGSF1_gGal +TCONS_00027743 gene-IGSF1_gGal +TCONS_00027748 gene-EPB41L1_tGut +TCONS_00027750 gene-EPB41L1_tGut +TCONS_00027752 gene-EPB41L1_tGut +TCONS_00027751 gene-EPB41L1_tGut +TCONS_00027749 gene-EPB41L1_tGut +TCONS_00027747 gene-EPB41L1_tGut +TCONS_00027746 gene-EPB41L1_tGut +TCONS_00027753 gene-AAR2_tGut +TCONS_00027754 gene-AAR2_tGut +TCONS_00027755 gene-AAR2_tGut +TCONS_00027756 gene-DLGAP4_tGut +TCONS_00027757 gene-RAB5IF_tGut +TCONS_00027759 gene-GGT7_tGut +TCONS_00027758 gene-GGT7_tGut +TCONS_00027760 gene-NCOA6_tGut +TCONS_00027761 gene-NCOA6_tGut +TCONS_00027763 gene-NCOA6_tGut +TCONS_00027762 gene-NCOA6_tGut +TCONS_00027764 gene-NCOA6_tGut +TCONS_00027767 gene-NCOA6_tGut +TCONS_00027766 gene-NCOA6_tGut +TCONS_00027765 gene-NCOA6_tGut +TCONS_00027768 gene-PIGU_tGut +TCONS_00027771 gene-TLDC2_tGut +TCONS_00027770 gene-TLDC2_tGut +TCONS_00027769 gene-TLDC2_tGut +TCONS_00027773 gene-NDRG3_tGut +TCONS_00027772 gene-NDRG3_tGut +TCONS_00027774 gene-SLA2_gGal +TCONS_00027775 gene-SLA2_gGal +TCONS_00027776 gene-LOC101752265_gGal-1 +TCONS_00027777 gene-LOC101752265_gGal-2 +TCONS_00027779 gene-RBM39_tGut +TCONS_00027778 gene-RBM39_tGut +TCONS_00027780 gene-NFS1_tGut +TCONS_00027781 gene-RBM12_tGut +TCONS_00027782 gene-CPNE1_gGal +TCONS_00027783 gene-FER1L4_gGal +TCONS_00027784 gene-LOC100858260_gGal +TCONS_00027786 gene-SULF2_tGut +TCONS_00027785 gene-SULF2_tGut +TCONS_00027788 gene-PREX1_tGut +TCONS_00027787 gene-PREX1_tGut +TCONS_00027790 gene-PREX1_tGut +TCONS_00027789 gene-PREX1_tGut +TCONS_00027791 gene-KCNB1_tGut +TCONS_00027792 gene-B4GALT5_tGut +TCONS_00027794 gene-B4GALT5_tGut +TCONS_00027793 gene-B4GALT5_tGut +TCONS_00027795 gene-SPATA2_tGut +TCONS_00027796 gene-UBE2V1_tGut +TCONS_00027797 gene-UBE2V1_tGut +TCONS_00027798 gene-TMEM189_tGut +TCONS_00027799 gene-TMEM189_tGut +TCONS_00027800 gene-TMEM189_tGut +TCONS_00027801 gene-FAM65C_gGal +TCONS_00027802 gene-ADNP_gGal +TCONS_00027803 gene-ADNP_gGal +TCONS_00027804 gene-ADNP_gGal +TCONS_00027805 gene-ADNP_gGal +TCONS_00027806 gene-DPM1_tGut +TCONS_00027807 gene-KCNG1_tGut +TCONS_00027808 gene-NFATC2_tGut +TCONS_00027809 gene-NFATC2_tGut +TCONS_00027810 gene-ATP9A_gGal +TCONS_00027811 gene-ATP9A_gGal +TCONS_00027812 gene-SALL4_tGut +TCONS_00027813 gene-SALL4_tGut +TCONS_00027814 gene-ZFP64_tGut +TCONS_00027815 gene-ZNF217_tGut +TCONS_00027816 gene-ZNF217_tGut +TCONS_00027817 gene-BCAS1_tGut +TCONS_00027818 gene-CBLN4_tGut +TCONS_00027819 gene-LOC115497921_tGut +TCONS_00027823 gene-LOC115497921_tGut +TCONS_00027822 gene-LOC115497921_tGut +TCONS_00027821 gene-LOC115497921_tGut +TCONS_00027820 gene-LOC115497921_tGut +TCONS_00027825 gene-AURKA_tGut +TCONS_00027824 gene-AURKA_tGut +TCONS_00027826 gene-GCNT7_gGal +TCONS_00027827 gene-BMP7_tGut +TCONS_00027828 gene-PMEPA1_tGut +TCONS_00027829 gene-PMEPA1_tGut +TCONS_00027831 gene-PPP4R1L_gGal +TCONS_00027830 gene-PPP4R1L_gGal +TCONS_00027832 gene-APCDD1L_tGut +TCONS_00027833 gene-APCDD1L_tGut +TCONS_00027834 gene-CTSZ_tGut +TCONS_00027835 gene-ATP5F1E_tGut +TCONS_00027836 gene-PRELID3B_tGut +TCONS_00027837 gene-SYCP2_tGut +TCONS_00027838 gene-PPP1R3D_tGut +TCONS_00027839 gene-TAF4_tGut +TCONS_00027840 gene-PSMA7_tGut +TCONS_00027841 gene-PSMA7_tGut +TCONS_00027842 gene-HRH3_tGut +TCONS_00027845 gene-LAMA5_tGut +TCONS_00027846 gene-LAMA5_tGut +TCONS_00027844 gene-LAMA5_tGut +TCONS_00027843 gene-LAMA5_tGut +TCONS_00027847 gene-RPS21_tGut +TCONS_00027848 gene-CABLES2_tGut +TCONS_00027850 gene-CABLES2_tGut +TCONS_00027849 gene-CABLES2_tGut +TCONS_00027852 gene-RBBP8NL_tGut +TCONS_00027851 gene-RBBP8NL_tGut +TCONS_00027853 gene-GATA5_tGut +TCONS_00027854 gene-TCFL5_tGut +TCONS_00027855 gene-DIDO1_tGut +TCONS_00027856 gene-BHLHE23_tGut +TCONS_00027857 gene-YTHDF1_tGut +TCONS_00027858 gene-YTHDF1_tGut +TCONS_00027859 gene-YTHDF1_tGut +TCONS_00027860 gene-NKAIN4_tGut +TCONS_00027861 gene-NKAIN4_tGut +TCONS_00027862 gene-NKAIN4_tGut +TCONS_00027863 gene-NKAIN4_tGut +TCONS_00027864 gene-CHRNA4_tGut +TCONS_00027867 gene-KCNQ2_tGut +TCONS_00027869 gene-KCNQ2_tGut +TCONS_00027871 gene-KCNQ2_tGut +TCONS_00027872 gene-KCNQ2_tGut +TCONS_00027870 gene-KCNQ2_tGut +TCONS_00027868 gene-KCNQ2_tGut +TCONS_00027866 gene-KCNQ2_tGut +TCONS_00027865 gene-KCNQ2_tGut +TCONS_00027873 gene-EEF1A2_tGut +TCONS_00027875 gene-PTK6_gGal +TCONS_00027874 gene-PTK6_gGal +TCONS_00027876 gene-PXDNL_gGal +TCONS_00027877 gene-PCMTD2_tGut +TCONS_00027879 gene-MYT1_tGut +TCONS_00027878 gene-MYT1_tGut +TCONS_00027884 gene-MYT1_tGut +TCONS_00027883 gene-MYT1_tGut +TCONS_00027882 gene-MYT1_tGut +TCONS_00027881 gene-MYT1_tGut +TCONS_00027880 gene-MYT1_tGut +TCONS_00027885 gene-LOC105759815_tGut +TCONS_00027886 gene-OPRL1_tGut +TCONS_00027887 gene-TCEA2_tGut +TCONS_00027888 gene-TCEA2_tGut +TCONS_00027889 gene-TCEA2_tGut +TCONS_00027890 gene-C20H20orf204_tGut +TCONS_00027891 gene-PRPF6_tGut +TCONS_00027892 gene-DNAJC5_tGut +TCONS_00027893 gene-TPD52L2_tGut +TCONS_00027894 gene-SLC2A4RG_tGut +TCONS_00027895 gene-LIME1_tGut +TCONS_00027896 gene-ZGPAT_tGut +TCONS_00027897 gene-TNFRSF6B_tGut +TCONS_00027899 gene-RTEL1_tGut +TCONS_00027898 gene-RTEL1_tGut +TCONS_00027902 gene-RTEL1_tGut +TCONS_00027901 gene-RTEL1_tGut +TCONS_00027900 gene-RTEL1_tGut +TCONS_00027903 gene-RTEL1_tGut +TCONS_00027904 gene-FNDC11_tGut +TCONS_00027905 gene-FNDC11_tGut +TCONS_00027906 gene-STK35_tGut +TCONS_00027908 gene-TPPNR1L_gGal +TCONS_00027907 gene-TPPNR1L_gGal +TCONS_00027909 gene-LOC100231564_tGut +TCONS_00027910 gene-RAD21L1_tGut +TCONS_00027911 gene-RAD21L1_tGut +TCONS_00027912 gene-RAD21L1_tGut +TCONS_00027914 gene-RAD21L1_tGut +TCONS_00027913 gene-RAD21L1_tGut +TCONS_00027915 gene-RAD21L1_tGut +TCONS_00027916 gene-PSMF1_tGut +TCONS_00027917 gene-FAM110A_tGut +TCONS_00027918 gene-SOX12_tGut +TCONS_00027919 gene-BCL2L1_tGut +TCONS_00027920 gene-FOXS1_tGut +TCONS_00027921 gene-FOXS1_tGut +TCONS_00027922 gene-DUSP15_tGut +TCONS_00027923 gene-DUSP15_tGut +TCONS_00027924 gene-PDRG1_tGut +TCONS_00027925 gene-PLAGL2_tGut +TCONS_00027926 gene-NOL4L_tGut +TCONS_00027927 gene-NOL4L_tGut +TCONS_00027928 gene-COMMD7_tGut +TCONS_00027929 gene-BPIFB2_tGut +TCONS_00027930 gene-BPIFB2_tGut +TCONS_00027931 gene-CDK5RAP1_tGut +TCONS_00027933 gene-CDK5RAP1_tGut +TCONS_00027932 gene-CDK5RAP1_tGut +TCONS_00027934 gene-CDK5RAP1_tGut +TCONS_00027936 gene-LBP_gGal +TCONS_00027935 gene-LBP_gGal +TCONS_00027938 gene-RPRD1B_tGut +TCONS_00027937 gene-RPRD1B_tGut +TCONS_00027939 gene-RPRD1B_tGut +TCONS_00027940 gene-VSTM2L_tGut-1 +TCONS_00027941 gene-VSTM2L_tGut-1 +TCONS_00027942 gene-CTNNBL1_tGut +TCONS_00027943 gene-CTNNBL1_tGut +TCONS_00027944 gene-SPINT4_gGal +TCONS_00027945 gene-LOC115497903_tGut +TCONS_00027946 gene-TNNC2_tGut +TCONS_00027947 gene-ACOT8_tGut +TCONS_00027948 gene-NEURL2_tGut +TCONS_00027949 gene-PLTP_gGal +TCONS_00027952 gene-ZNF335_tGut +TCONS_00027953 gene-ZNF335_tGut +TCONS_00027951 gene-ZNF335_tGut +TCONS_00027950 gene-ZNF335_tGut +TCONS_00027954 gene-ZNF335_tGut +TCONS_00027955 gene-NCOA5_tGut +TCONS_00027956 gene-NCOA5_tGut +TCONS_00027957 gene-CDH22_tGut +TCONS_00027958 gene-SLC35C2_tGut +TCONS_00027959 gene-SLC35C2_tGut +TCONS_00027961 gene-ELMO2_tGut +TCONS_00027960 gene-ELMO2_tGut +TCONS_00027963 gene-DDX27_tGut +TCONS_00027962 gene-DDX27_tGut +TCONS_00027964 gene-EPB42_tGut +TCONS_00027966 gene-TGM6_gGal +TCONS_00027965 gene-TGM6_gGal +TCONS_00027967 gene-LOC771136_gGal +TCONS_00027968 gene-TGM3_gGal-1 +TCONS_00027969 gene-TGM3_gGal-1 +TCONS_00027971 gene-EYA2_tGut +TCONS_00027970 gene-EYA2_tGut +TCONS_00027972 gene-EYA2_tGut +TCONS_00027973 gene-EYA2_tGut +TCONS_00027974 gene-EYA2_tGut +TCONS_00027978 gene-EYA2_tGut +TCONS_00027977 gene-EYA2_tGut +TCONS_00027976 gene-EYA2_tGut +TCONS_00027975 gene-EYA2_tGut +TCONS_00027979 gene-JPH2_tGut +TCONS_00027980 gene-JPH2_tGut +TCONS_00027981 gene-OSER1_gGal +TCONS_00027983 gene-OSER1_gGal +TCONS_00027982 gene-OSER1_gGal +TCONS_00027984 gene-FITM2_tGut +TCONS_00027985 gene-SERINC3_tGut +TCONS_00027986 gene-ADA_tGut +TCONS_00027987 gene-RIMS4_tGut +TCONS_00027988 gene-TOMM34_tGut +TCONS_00027989 gene-KCNS1_tGut +TCONS_00027990 gene-PI3_gGal +TCONS_00027991 gene-MATN4_tGut +TCONS_00027992 gene-SDC4_tGut +TCONS_00027993 gene-SDC4_tGut +TCONS_00027994 gene-SDC4_tGut +TCONS_00027995 gene-SDC4_tGut +TCONS_00027997 gene-SRC_tGut +TCONS_00027996 gene-SRC_tGut +TCONS_00027998 gene-MANBAL_tGut +TCONS_00027999 gene-RPN2_tGut +TCONS_00028000 gene-RPN2_tGut +TCONS_00028001 gene-PLCG1_tGut +TCONS_00028002 gene-PLCG1_tGut +TCONS_00028003 gene-TOP1_tGut +TCONS_00028004 gene-TOP1_tGut +TCONS_00028006 gene-DHX35_tGut +TCONS_00028005 gene-DHX35_tGut +TCONS_00028007 gene-LOC115497915_tGut +TCONS_00028008 gene-LOC115497915_tGut +TCONS_00028009 gene-FAM83D_gGal +TCONS_00028011 gene-PPP1R16B_tGut +TCONS_00028010 gene-PPP1R16B_tGut +TCONS_00028012 gene-ACTR5_tGut +TCONS_00028013 gene-LOC101749307_gGal +TCONS_00028014 gene-GSS_tGut +TCONS_00028015 gene-TRPC4AP_gGal +TCONS_00028016 gene-TRPC4AP_gGal +TCONS_00028018 gene-EDEM2_gGal +TCONS_00028017 gene-EDEM2_gGal +TCONS_00028019 gene-SNTA1_tGut +TCONS_00028020 gene-NECAB3_tGut +TCONS_00028021 gene-NECAB3_tGut +TCONS_00028022 gene-E2F1_tGut +TCONS_00028023 gene-PXMP4_tGut +TCONS_00028024 gene-EIF2S2_tGut +TCONS_00028025 gene-EIF2S2_tGut +TCONS_00028026 gene-AHCY_tGut +TCONS_00028027 gene-LOC115497953_tGut +TCONS_00028028 gene-CEP250_tGut-like-1 +TCONS_00028029 gene-CEP250_tGut-like-1 +TCONS_00028030 gene-CEP250_gGal +TCONS_00028032 gene-CEP250_gGal +TCONS_00028031 gene-CEP250_gGal +TCONS_00028033 gene-MMP24_tGut +TCONS_00028035 gene-L3MBTL1_tGut +TCONS_00028034 gene-L3MBTL1_tGut +TCONS_00028036 gene-SRSF6_tGut +TCONS_00028037 gene-SRSF6_tGut +TCONS_00028038 gene-TGIF2_tGut +TCONS_00028039 gene-MYL9_tGut +TCONS_00028040 gene-TP53INP2_tGut +TCONS_00028041 gene-SAMHD1_tGut +TCONS_00028042 gene-SAMHD1_tGut +TCONS_00028044 gene-SAMHD1_tGut +TCONS_00028043 gene-SAMHD1_tGut +TCONS_00028045 gene-RBL1_tGut +TCONS_00028046 gene-CHD6_tGut +TCONS_00028047 gene-CHD6_tGut +TCONS_00028050 gene-RALGAPB_tGut +TCONS_00028051 gene-RALGAPB_tGut +TCONS_00028049 gene-RALGAPB_tGut +TCONS_00028048 gene-RALGAPB_tGut +TCONS_00028054 gene-PHF20_tGut +TCONS_00028056 gene-PHF20_tGut +TCONS_00028058 gene-PHF20_tGut +TCONS_00028060 gene-PHF20_tGut +TCONS_00028061 gene-PHF20_tGut +TCONS_00028059 gene-PHF20_tGut +TCONS_00028057 gene-PHF20_tGut +TCONS_00028055 gene-PHF20_tGut +TCONS_00028053 gene-PHF20_tGut +TCONS_00028052 gene-PHF20_tGut +TCONS_00028062 gene-ARHGAP39L_gGal +TCONS_00028064 gene-ARHGAP39L_gGal +TCONS_00028063 gene-ARHGAP39L_gGal +TCONS_00028065 gene-ROMO1_tGut +TCONS_00028066 gene-ERGIC3_tGut +TCONS_00028067 gene-CFAP61_tGut +TCONS_00028068 gene-INSM1_tGut +TCONS_00028070 gene-KIZ_tGut +TCONS_00028069 gene-KIZ_tGut +TCONS_00028071 gene-KIZ_tGut +TCONS_00028072 gene-XRN2_tGut +TCONS_00028073 gene-PAX1_tGut +TCONS_00028074 gene-SSTR4_tGut +TCONS_00028076 gene-LOC100231535_tGut +TCONS_00028075 gene-LOC100231535_tGut +TCONS_00028077 gene-GZF1_gGal +TCONS_00028078 gene-LOC115494443_tGut +TCONS_00028079 gene-ANAPC1_tGut +TCONS_00028080 gene-ANAPC1_tGut +TCONS_00028081 gene-ANAPC1_tGut +TCONS_00028082 gene-MTLN_tGut +TCONS_00028085 gene-NPHP1_tGut +TCONS_00028086 gene-NPHP1_tGut +TCONS_00028084 gene-NPHP1_tGut +TCONS_00028083 gene-NPHP1_tGut +TCONS_00028087 gene-MALL_tGut +TCONS_00028088 gene-MALL_tGut +TCONS_00028089 gene-CHAC2_tGut +TCONS_00028090 gene-ERLEC1_tGut +TCONS_00028091 gene-ERLEC1_tGut +TCONS_00028092 gene-TLR15_gGal +TCONS_00028093 gene-TLR15_gGal +TCONS_00028094 gene-ACYP2_tGut +TCONS_00028095 gene-ACYP2_tGut +TCONS_00028096 gene-SPTBN1_tGut +TCONS_00028097 gene-SPTBN1_tGut +TCONS_00028098 gene-SPTBN1_tGut +TCONS_00028099 gene-SPTBN1_tGut +TCONS_00028100 gene-SPTBN1_tGut +TCONS_00028101 gene-EML6_tGut +TCONS_00028102 gene-EML6_tGut +TCONS_00028103 gene-RPS27A_tGut +TCONS_00028104 gene-PRORSD1P_gGal +TCONS_00028105 gene-PRORSD1P_gGal +TCONS_00028106 gene-CFAP36_tGut +TCONS_00028107 gene-CFAP36_tGut +TCONS_00028108 gene-CCDC85A_tGut +TCONS_00028109 gene-CCDC85A_tGut +TCONS_00028111 gene-CCDC85A_tGut +TCONS_00028110 gene-CCDC85A_tGut +TCONS_00028112 gene-CCDC85A_tGut +TCONS_00028113 gene-VRK2_tGut +TCONS_00028115 gene-VRK2_tGut +TCONS_00028114 gene-VRK2_tGut +TCONS_00028116 gene-VRK2_tGut +TCONS_00028117 gene-LOC107052840_gGal +TCONS_00028118 gene-PAPOLG_tGut +TCONS_00028119 gene-REL_tGut +TCONS_00028120 gene-PEX13_tGut +TCONS_00028122 gene-SANBR_tGut +TCONS_00028121 gene-SANBR_tGut +TCONS_00028126 gene-SANBR_tGut +TCONS_00028125 gene-SANBR_tGut +TCONS_00028124 gene-SANBR_tGut +TCONS_00028123 gene-SANBR_tGut +TCONS_00028127 gene-SANBR_tGut +TCONS_00028129 gene-LOC100225817_tGut +TCONS_00028128 gene-LOC100225817_tGut +TCONS_00028130 gene-AHSA2P_tGut +TCONS_00028131 gene-BMP2_tGut +TCONS_00028132 gene-PLCB1_tGut +TCONS_00028133 gene-PLCB1_tGut +TCONS_00028134 gene-PLCB1_tGut +TCONS_00028135 gene-PLCB1_tGut +TCONS_00028138 gene-PLCB4_tGut +TCONS_00028137 gene-PLCB4_tGut +TCONS_00028136 gene-PLCB4_tGut +TCONS_00028141 gene-PLCB4_tGut +TCONS_00028142 gene-PLCB4_tGut +TCONS_00028140 gene-PLCB4_tGut +TCONS_00028139 gene-PLCB4_tGut +TCONS_00028143 gene-LAMP5_tGut +TCONS_00028144 gene-LOC100228630_tGut +TCONS_00028145 gene-ANKEF1_tGut +TCONS_00028146 gene-SNAP25_tGut +TCONS_00028147 gene-SLX4IP_gGal +TCONS_00028148 gene-SLX4IP_gGal +TCONS_00028149 gene-BTBD3_tGut +TCONS_00028150 gene-SPTLC3_tGut +TCONS_00028151 gene-ISM1_tGut +TCONS_00028154 gene-NDUFAF5_tGut +TCONS_00028155 gene-NDUFAF5_tGut +TCONS_00028153 gene-NDUFAF5_tGut +TCONS_00028152 gene-NDUFAF5_tGut +TCONS_00028158 gene-MACROD2_tGut +TCONS_00028157 gene-MACROD2_tGut +TCONS_00028156 gene-MACROD2_tGut +TCONS_00028159 gene-SNRPB2_tGut +TCONS_00028160 gene-CTAGE1_gGal +TCONS_00028161 gene-PCSK2_tGut +TCONS_00028162 gene-PCSK2_tGut +TCONS_00028163 gene-PCSK2_tGut +TCONS_00028164 gene-PROKR1_tGut +TCONS_00028165 gene-PROKR1_tGut +TCONS_00028166 gene-FBXO48_tGut +TCONS_00028167 gene-CNRIP1_tGut +TCONS_00028168 gene-PPP3R1_tGut +TCONS_00028169 gene-PPP3R1_tGut +TCONS_00028170 gene-DNAAF10_tGut +TCONS_00028171 gene-C1D_tGut +TCONS_00028172 gene-SPRED2_tGut +TCONS_00028173 gene-SPRED2_tGut +TCONS_00028174 gene-SPRED2_tGut +TCONS_00028175 gene-RAB1A_tGut +TCONS_00028176 gene-SERTAD2_tGut +TCONS_00028177 gene-LOC115494557_tGut +TCONS_00028179 gene-PELI1_tGut +TCONS_00028178 gene-PELI1_tGut +TCONS_00028181 gene-PELI1_tGut +TCONS_00028180 gene-PELI1_tGut +TCONS_00028182 gene-VPS54_tGut +TCONS_00028183 gene-VPS54_tGut +TCONS_00028184 gene-WDPCP_gGal +TCONS_00028185 gene-WDPCP_gGal +TCONS_00028186 gene-WDPCP_gGal +TCONS_00028187 gene-WDPCP_gGal +TCONS_00028188 gene-WDPCP_gGal +TCONS_00028189 gene-TMEM17_tGut +TCONS_00028190 gene-TMEM17_tGut +TCONS_00028191 gene-TRMT6_tGut +TCONS_00028192 gene-GPCPD1_tGut +TCONS_00028193 gene-GPCPD1_tGut +TCONS_00028194 gene-GPCPD1_tGut +TCONS_00028195 gene-MAL_tGut +TCONS_00028198 gene-SLC8A1_tGut +TCONS_00028200 gene-SLC8A1_tGut +TCONS_00028202 gene-SLC8A1_tGut +TCONS_00028204 gene-SLC8A1_tGut +TCONS_00028205 gene-SLC8A1_tGut +TCONS_00028203 gene-SLC8A1_tGut +TCONS_00028201 gene-SLC8A1_tGut +TCONS_00028199 gene-SLC8A1_tGut +TCONS_00028197 gene-SLC8A1_tGut +TCONS_00028196 gene-SLC8A1_tGut +TCONS_00028206 gene-GINS1_tGut +TCONS_00028207 gene-EIF4A3_tGut +TCONS_00028208 gene-GALM_tGut +TCONS_00028209 gene-GEMIN6_tGut +TCONS_00028211 gene-SRSF7L_gGal-like-2 +TCONS_00028210 gene-SRSF7L_gGal-like-2 +TCONS_00028214 gene-ARHGEF33_tGut +TCONS_00028215 gene-ARHGEF33_tGut +TCONS_00028213 gene-ARHGEF33_tGut +TCONS_00028212 gene-ARHGEF33_tGut +TCONS_00028216 gene-ARHGEF33_tGut +TCONS_00028217 gene-ARHGEF33_tGut +TCONS_00028218 gene-ARHGEF33_tGut +TCONS_00028219 gene-FAM179A_gGal-7 +TCONS_00028220 gene-FAM179A_gGal-6 +TCONS_00028222 gene-TTBK1_tGut +TCONS_00028221 gene-TTBK1_tGut +TCONS_00028223 gene-TTBK1_tGut +TCONS_00028225 gene-TTBK1_tGut +TCONS_00028224 gene-TTBK1_tGut +TCONS_00028226 gene-TTBK1_tGut +TCONS_00028227 gene-SLC22A7_tGut +TCONS_00028229 gene-SLC22A7_tGut +TCONS_00028228 gene-SLC22A7_tGut +TCONS_00028230 gene-SLC22A7_tGut +TCONS_00028231 gene-TTL_tGut +TCONS_00028232 gene-TTL_tGut +TCONS_00028233 gene-POLR1B_tGut +TCONS_00028234 gene-POLR1B_tGut +TCONS_00028235 gene-POLR1B_tGut +TCONS_00028236 gene-PTCRA_tGut +TCONS_00028237 gene-CNPY3_tGut +TCONS_00028238 gene-GNMT_tGut +TCONS_00028240 gene-ENTPD6_tGut +TCONS_00028239 gene-ENTPD6_tGut +TCONS_00028241 gene-PYGB_tGut +TCONS_00028242 gene-PPP2R5D_tGut +TCONS_00028243 gene-PPP2R5D_tGut +TCONS_00028244 gene-PPP2R5D_tGut +TCONS_00028245 gene-PPP2R5D_tGut +TCONS_00028246 gene-PPP2R5D_tGut +TCONS_00028248 gene-KLHDC3_gGal +TCONS_00028247 gene-KLHDC3_gGal +TCONS_00028250 gene-NPAS4_gGal +TCONS_00028249 gene-NPAS4_gGal +TCONS_00028251 gene-RRP36_tGut +TCONS_00028253 gene-PACSL_gGal +TCONS_00028252 gene-PACSL_gGal +TCONS_00028254 gene-PACSL_gGal +TCONS_00028255 gene-PACSL_gGal +TCONS_00028257 gene-KLC4_tGut +TCONS_00028256 gene-KLC4_tGut +TCONS_00028258 gene-KLC4_tGut +TCONS_00028260 gene-KLC4_tGut +TCONS_00028259 gene-KLC4_tGut +TCONS_00028261 gene-LOC100221933_tGut +TCONS_00028262 gene-PTK7_tGut +TCONS_00028263 gene-PTK7_tGut +TCONS_00028264 gene-PTK7_tGut +TCONS_00028265 gene-PTK7_tGut +TCONS_00028267 gene-SRF_tGut +TCONS_00028266 gene-SRF_tGut +TCONS_00028268 gene-LOC100222956_tGut-like-1 +TCONS_00028270 gene-LOC100222956_tGut-like-1 +TCONS_00028269 gene-LOC100222956_tGut-like-1 +TCONS_00028271 gene-FAM179A_gGal-1 +TCONS_00028272 gene-FAM179A_gGal-2 +TCONS_00028273 gene-FAM179A_gGal-9 +TCONS_00028274 gene-FAM179A_gGal-12 +TCONS_00028275 gene-CAPN2_gGal +TCONS_00028277 gene-FBXO28_tGut +TCONS_00028276 gene-FBXO28_tGut +TCONS_00028278 gene-DEGS1_tGut +TCONS_00028279 gene-CNIH4_tGut +TCONS_00028280 gene-CNIH3_tGut +TCONS_00028281 gene-SRP9_tGut +TCONS_00028282 gene-EPHX1_tGut +TCONS_00028283 gene-LEFTY1_gGal +TCONS_00028284 gene-H3F3A_tGut +TCONS_00028285 gene-MIXL1_tGut +TCONS_00028286 gene-STUM_gGal +TCONS_00028287 gene-PSEN2_tGut +TCONS_00028288 gene-COQ8A_tGut +TCONS_00028289 gene-XDH_tGut +TCONS_00028290 gene-XDH_tGut +TCONS_00028291 gene-XDH_tGut +TCONS_00028292 gene-CAPN14_tGut +TCONS_00028293 gene-GALNT14_tGut +TCONS_00028294 gene-GALNT14_tGut +TCONS_00028295 gene-GALNT14_tGut +TCONS_00028298 gene-CAPN13_gGal +TCONS_00028297 gene-CAPN13_gGal +TCONS_00028296 gene-CAPN13_gGal +TCONS_00028299 gene-LOC124417839_gGal +TCONS_00028300 gene-ANKRD9L_gGal +TCONS_00028301 gene-LOC124416957_gGal +TCONS_00028302 gene-PCARE_tGut +TCONS_00028303 gene-TRMT61B_tGut +TCONS_00028304 gene-TRMT61B_tGut +TCONS_00028305 gene-EPCAM_tGut +TCONS_00028306 gene-EPCAM_tGut +TCONS_00028307 gene-MSH2_tGut +TCONS_00028308 gene-MSH6_tGut +TCONS_00028310 gene-FOXN2_tGut +TCONS_00028309 gene-FOXN2_tGut +TCONS_00028311 gene-PPP1R21_tGut +TCONS_00028312 gene-PPP1R21_tGut +TCONS_00028313 gene-PPP1R21_tGut +TCONS_00028314 gene-STON1_tGut +TCONS_00028315 gene-STON1_tGut +TCONS_00028316 gene-GTF2A1L_tGut +TCONS_00028319 gene-DZANK1_tGut +TCONS_00028321 gene-DZANK1_tGut +TCONS_00028322 gene-DZANK1_tGut +TCONS_00028320 gene-DZANK1_tGut +TCONS_00028318 gene-DZANK1_tGut +TCONS_00028317 gene-DZANK1_tGut +TCONS_00028324 gene-DZANK1_tGut +TCONS_00028323 gene-DZANK1_tGut +TCONS_00028325 gene-DZANK1_tGut +TCONS_00028326 gene-OVOL2_tGut +TCONS_00028327 gene-SNX5_tGut +TCONS_00028329 gene-RRBP1_tGut +TCONS_00028328 gene-RRBP1_tGut +TCONS_00028330 gene-CST3_gGal +TCONS_00028331 gene-SYNDIG1_tGut +TCONS_00028332 gene-CST7_tGut +TCONS_00028333 gene-TLR5_tGut +TCONS_00028334 gene-TLR5_tGut +TCONS_00028335 gene-AIDA_tGut +TCONS_00028337 gene-TAF1A_tGut +TCONS_00028336 gene-TAF1A_tGut +TCONS_00028338 gene-DUSP10_tGut +TCONS_00028339 gene-PFN3_gGal +TCONS_00028341 gene-RAB3GAP2_tGut +TCONS_00028340 gene-RAB3GAP2_tGut +TCONS_00028342 gene-BPNT1_tGut +TCONS_00028345 gene-EPRS1_tGut +TCONS_00028347 gene-EPRS1_tGut +TCONS_00028346 gene-EPRS1_tGut +TCONS_00028344 gene-EPRS1_tGut +TCONS_00028343 gene-EPRS1_tGut +TCONS_00028348 gene-SLC30A10_tGut +TCONS_00028349 gene-SLC30A10_tGut +TCONS_00028350 gene-GPATCH2_tGut +TCONS_00028351 gene-GPATCH2_tGut +TCONS_00028352 gene-GPATCH2_tGut +TCONS_00028353 gene-ESRRG_tGut +TCONS_00028354 gene-ESRRG_tGut +TCONS_00028355 gene-ESRRG_tGut +TCONS_00028356 gene-ESRRG_tGut +TCONS_00028357 gene-ESRRG_tGut +TCONS_00028358 gene-PTPN14_tGut +TCONS_00028360 gene-ANGEL2_tGut +TCONS_00028359 gene-ANGEL2_tGut +TCONS_00028363 gene-ANGEL2_tGut +TCONS_00028362 gene-ANGEL2_tGut +TCONS_00028361 gene-ANGEL2_tGut +TCONS_00028364 gene-NSL1_tGut +TCONS_00028365 gene-NSL1_tGut +TCONS_00028366 gene-BATF3_tGut +TCONS_00028367 gene-BATF3_tGut +TCONS_00028368 gene-PACC1_tGut +TCONS_00028369 gene-PACC1_tGut +TCONS_00028370 gene-INTS7_tGut +TCONS_00028371 gene-LPGAT1_tGut +TCONS_00028372 gene-LPGAT1_tGut +TCONS_00028373 gene-LPGAT1_tGut +TCONS_00028374 gene-NEK2_tGut +TCONS_00028375 gene-SLC30A1_tGut +TCONS_00028376 gene-RD3_tGut +TCONS_00028378 gene-UBR2_tGut +TCONS_00028377 gene-UBR2_tGut +TCONS_00028379 gene-BICRAL_tGut +TCONS_00028380 gene-PKDCC_tGut +TCONS_00028383 gene-EML4_gGal +TCONS_00028384 gene-EML4_gGal +TCONS_00028382 gene-EML4_gGal +TCONS_00028381 gene-EML4_gGal +TCONS_00028385 gene-EML4_gGal +TCONS_00028389 gene-EML4_gGal +TCONS_00028388 gene-EML4_gGal +TCONS_00028387 gene-EML4_gGal +TCONS_00028386 gene-EML4_gGal +TCONS_00028390 gene-EML4_gGal +TCONS_00028391 gene-EML4_gGal +TCONS_00028392 gene-EML4_gGal +TCONS_00028393 gene-MTA3_tGut +TCONS_00028394 gene-MTA3_tGut +TCONS_00028395 gene-MTA3_tGut +TCONS_00028398 gene-PLEKHH2_tGut +TCONS_00028397 gene-PLEKHH2_tGut +TCONS_00028396 gene-PLEKHH2_tGut +TCONS_00028399 gene-PLEKHH2_tGut +TCONS_00028400 gene-PLEKHH2_tGut +TCONS_00028403 gene-DYNC2LI1_tGut +TCONS_00028404 gene-DYNC2LI1_tGut +TCONS_00028402 gene-DYNC2LI1_tGut +TCONS_00028401 gene-DYNC2LI1_tGut +TCONS_00028405 gene-ABCG8_tGut +TCONS_00028406 gene-ABCG8_tGut +TCONS_00028407 gene-PPM1B_tGut +TCONS_00028408 gene-PPM1B_tGut +TCONS_00028409 gene-PPM1B_tGut +TCONS_00028410 gene-SLC3A1_tGut +TCONS_00028412 gene-CAMKMT_tGut +TCONS_00028411 gene-CAMKMT_tGut +TCONS_00028413 gene-CAMKMT_tGut +TCONS_00028414 gene-SIX3_tGut +TCONS_00028415 gene-PRKCE_tGut +TCONS_00028416 gene-PRKCE_tGut +TCONS_00028417 gene-EPAS1_tGut +TCONS_00028419 gene-EPAS1_tGut +TCONS_00028418 gene-EPAS1_tGut +TCONS_00028420 gene-EPAS1_tGut +TCONS_00028422 gene-RHOQ_tGut +TCONS_00028421 gene-RHOQ_tGut +TCONS_00028423 gene-CRIPT_tGut +TCONS_00028424 gene-SOCS5_tGut +TCONS_00028425 gene-TTC7A_tGut +TCONS_00028426 gene-TTC7A_tGut +TCONS_00028428 gene-TTC7A_tGut +TCONS_00028427 gene-TTC7A_tGut +TCONS_00028429 gene-TTC7A_tGut +TCONS_00028430 gene-RBKS_tGut +TCONS_00028431 gene-RBKS_tGut +TCONS_00028433 gene-LOC100218075_tGut +TCONS_00028432 gene-LOC100218075_tGut +TCONS_00028434 gene-SUPT7L_tGut +TCONS_00028435 gene-LRFN2_tGut +TCONS_00028437 gene-MOCS1_tGut +TCONS_00028436 gene-MOCS1_tGut +TCONS_00028438 gene-MOCS1_tGut +TCONS_00028441 gene-KIF6_tGut +TCONS_00028440 gene-KIF6_tGut +TCONS_00028439 gene-KIF6_tGut +TCONS_00028442 gene-KCNK16_gGal +TCONS_00028443 gene-KCNK17_tGut +TCONS_00028444 gene-KCNK5_tGut +TCONS_00028445 gene-KCNK5_tGut +TCONS_00028446 gene-KCNK5_tGut +TCONS_00028447 gene-SAYSD1_gGal +TCONS_00028448 gene-GLO1_tGut +TCONS_00028449 gene-BTBD9_tGut +TCONS_00028450 gene-MDGA1_tGut +TCONS_00028451 gene-CCDC167_tGut +TCONS_00028453 gene-AARS2_tGut +TCONS_00028452 gene-AARS2_tGut +TCONS_00028456 gene-AARS2_tGut +TCONS_00028455 gene-AARS2_tGut +TCONS_00028454 gene-AARS2_tGut +TCONS_00028457 gene-TCTE1_tGut +TCONS_00028458 gene-NFKBIE_tGut +TCONS_00028459 gene-SLC35B2_tGut +TCONS_00028460 gene-MRPL14_tGut +TCONS_00028461 gene-MRPS18A_tGut +TCONS_00028463 gene-SDCCAG8_tGut +TCONS_00028462 gene-SDCCAG8_tGut +TCONS_00028465 gene-SDCCAG8_tGut +TCONS_00028464 gene-SDCCAG8_tGut +TCONS_00028466 gene-SDCCAG8_tGut +TCONS_00028467 gene-ZBTB18_tGut +TCONS_00028468 gene-ZBTB18_tGut +TCONS_00028469 gene-ZBTB18_tGut +TCONS_00028470 gene-DESI2_tGut +TCONS_00028471 gene-DESI2_tGut +TCONS_00028472 gene-DESI2_tGut +TCONS_00028473 gene-COX20_gGal +TCONS_00028474 gene-EFCAB2_tGut +TCONS_00028475 gene-CNST_tGut +TCONS_00028476 gene-SCCPDH_tGut +TCONS_00028479 gene-SPAST_tGut +TCONS_00028481 gene-SPAST_tGut +TCONS_00028482 gene-SPAST_tGut +TCONS_00028480 gene-SPAST_tGut +TCONS_00028478 gene-SPAST_tGut +TCONS_00028477 gene-SPAST_tGut +TCONS_00028484 gene-SLC30A6_tGut +TCONS_00028483 gene-SLC30A6_tGut +TCONS_00028485 gene-PRKD3_tGut +TCONS_00028487 gene-CEBPZ_tGut +TCONS_00028486 gene-CEBPZ_tGut +TCONS_00028488 gene-SULT6B1_gGal +TCONS_00028491 gene-CRIM1_tGut +TCONS_00028490 gene-CRIM1_tGut +TCONS_00028489 gene-CRIM1_tGut +TCONS_00028493 gene-FEZ2_tGut +TCONS_00028492 gene-FEZ2_tGut +TCONS_00028494 gene-LOC100231164_tGut +TCONS_00028496 gene-VIT_tGut +TCONS_00028495 gene-VIT_tGut +TCONS_00028497 gene-GPATCH11_tGut +TCONS_00028499 gene-GPATCH11_tGut +TCONS_00028498 gene-GPATCH11_tGut +TCONS_00028500 gene-NANP_gGal +TCONS_00028501 gene-CYP1B1_gGal +TCONS_00028502 gene-CDC42EP3_tGut +TCONS_00028503 gene-YIPF4_tGut +TCONS_00028504 gene-TTC27_tGut +TCONS_00028507 gene-LTBP1_tGut +TCONS_00028509 gene-LTBP1_tGut +TCONS_00028508 gene-LTBP1_tGut +TCONS_00028506 gene-LTBP1_tGut +TCONS_00028505 gene-LTBP1_tGut +TCONS_00028510 gene-LTBP1_tGut +TCONS_00028511 gene-RASGRP3_tGut +TCONS_00028512 gene-ABCC10_tGut +TCONS_00028513 gene-ABCC10_tGut +TCONS_00028514 gene-ABCC10_tGut +TCONS_00028515 gene-ABCC10_tGut +TCONS_00028516 gene-TJAP1_tGut +TCONS_00028518 gene-POLR1C_tGut +TCONS_00028517 gene-POLR1C_tGut +TCONS_00028520 gene-POLR1C_tGut +TCONS_00028519 gene-POLR1C_tGut +TCONS_00028521 gene-POLR1C_tGut +TCONS_00028522 gene-POLH_tGut +TCONS_00028523 gene-MAD2L1BP_gGal +TCONS_00028526 gene-MAP3K4_tGut +TCONS_00028528 gene-MAP3K4_tGut +TCONS_00028527 gene-MAP3K4_tGut +TCONS_00028525 gene-MAP3K4_tGut +TCONS_00028524 gene-MAP3K4_tGut +TCONS_00028529 gene-MAP3K4_tGut +TCONS_00028530 gene-MAP3K4_tGut +TCONS_00028531 gene-MAP3K4_tGut +TCONS_00028532 gene-MAP3K4_tGut +TCONS_00028533 gene-PACRG_tGut +TCONS_00028536 gene-QKI_tGut +TCONS_00028537 gene-QKI_tGut +TCONS_00028535 gene-QKI_tGut +TCONS_00028534 gene-QKI_tGut +TCONS_00028538 gene-QKI_tGut +TCONS_00028542 gene-QKI_tGut +TCONS_00028543 gene-QKI_tGut +TCONS_00028544 gene-QKI_tGut +TCONS_00028541 gene-QKI_tGut +TCONS_00028540 gene-QKI_tGut +TCONS_00028539 gene-QKI_tGut +TCONS_00028545 gene-RPS6KA2_tGut +TCONS_00028546 gene-CEP43_tGut +TCONS_00028547 gene-CCR6_tGut +TCONS_00028548 gene-TCP10_gGal +TCONS_00028549 gene-AFDN_tGut +TCONS_00028553 gene-AFDN_tGut +TCONS_00028555 gene-AFDN_tGut +TCONS_00028557 gene-AFDN_tGut +TCONS_00028559 gene-AFDN_tGut +TCONS_00028561 gene-AFDN_tGut +TCONS_00028563 gene-AFDN_tGut +TCONS_00028565 gene-AFDN_tGut +TCONS_00028567 gene-AFDN_tGut +TCONS_00028569 gene-AFDN_tGut +TCONS_00028571 gene-AFDN_tGut +TCONS_00028570 gene-AFDN_tGut +TCONS_00028568 gene-AFDN_tGut +TCONS_00028566 gene-AFDN_tGut +TCONS_00028564 gene-AFDN_tGut +TCONS_00028562 gene-AFDN_tGut +TCONS_00028560 gene-AFDN_tGut +TCONS_00028558 gene-AFDN_tGut +TCONS_00028556 gene-AFDN_tGut +TCONS_00028554 gene-AFDN_tGut +TCONS_00028552 gene-AFDN_tGut +TCONS_00028551 gene-AFDN_tGut +TCONS_00028550 gene-AFDN_tGut +TCONS_00028572 gene-AFDN_tGut +TCONS_00028573 gene-KIF25_tGut +TCONS_00028574 gene-KIF25_tGut +TCONS_00028575 gene-SULT_gGal +TCONS_00028576 gene-SULT_gGal +TCONS_00028577 gene-SULT6B1L_gGal +TCONS_00028580 gene-SMOC2_tGut +TCONS_00028581 gene-SMOC2_tGut +TCONS_00028579 gene-SMOC2_tGut +TCONS_00028578 gene-SMOC2_tGut +TCONS_00028582 gene-C3H6orf120_tGut +TCONS_00028583 gene-ERMARD_tGut +TCONS_00028585 gene-FAM120B_tGut +TCONS_00028584 gene-FAM120B_tGut +TCONS_00028586 gene-FAM120B_tGut +TCONS_00028588 gene-FAM120B_tGut +TCONS_00028587 gene-FAM120B_tGut +TCONS_00028589 gene-FAM120B_tGut +TCONS_00028590 gene-TBP_gGal +TCONS_00028591 gene-C3H1orf131_tGut +TCONS_00028592 gene-FAM89A_tGut +TCONS_00028593 gene-TTC13_tGut +TCONS_00028594 gene-C3H1orf198_tGut +TCONS_00028595 gene-AGT_tGut +TCONS_00028596 gene-PGBD5_tGut +TCONS_00028597 gene-TAF5L_tGut +TCONS_00028599 gene-ABCB10_tGut +TCONS_00028598 gene-ABCB10_tGut +TCONS_00028600 gene-ABCB10_tGut +TCONS_00028601 gene-NUP133_tGut +TCONS_00028602 gene-ACTA1_tGut +TCONS_00028603 gene-CCSAP_gGal +TCONS_00028604 gene-SPRTN_tGut +TCONS_00028605 gene-TSNAX_tGut +TCONS_00028606 gene-TSNAX_tGut +TCONS_00028607 gene-DISC1_tGut +TCONS_00028608 gene-MAP10_tGut +TCONS_00028609 gene-NTPCR_tGut +TCONS_00028610 gene-NTPCR_tGut +TCONS_00028613 gene-MAP3K21_tGut +TCONS_00028612 gene-MAP3K21_tGut +TCONS_00028611 gene-MAP3K21_tGut +TCONS_00028614 gene-KCNK1_tGut +TCONS_00028615 gene-SLC35F3_tGut +TCONS_00028616 gene-SLC35F3_tGut +TCONS_00028617 gene-SLC35F3_tGut +TCONS_00028618 gene-COA6_gGal +TCONS_00028619 gene-GGPS1_tGut +TCONS_00028620 gene-GGPS1_tGut +TCONS_00028621 gene-TBCE_tGut +TCONS_00028622 gene-TBCE_tGut +TCONS_00028623 gene-TBCE_tGut +TCONS_00028624 gene-GPR137B_tGut +TCONS_00028626 gene-GPR137B_tGut +TCONS_00028625 gene-GPR137B_tGut +TCONS_00028627 gene-EDARADD_tGut +TCONS_00028629 gene-LGALS8_tGut +TCONS_00028628 gene-LGALS8_tGut +TCONS_00028630 gene-ACTN2_tGut +TCONS_00028631 gene-ACTN2_tGut +TCONS_00028632 gene-MTR_tGut +TCONS_00028633 gene-CHRM3_tGut +TCONS_00028634 gene-CHRM3_tGut +TCONS_00028635 gene-CHRM3_tGut +TCONS_00028637 gene-FMN2_tGut +TCONS_00028636 gene-FMN2_tGut +TCONS_00028638 gene-PIGM_tGut +TCONS_00028639 gene-WDR64_tGut +TCONS_00028640 gene-WDR64_tGut +TCONS_00028641 gene-WDR64_tGut +TCONS_00028642 gene-WDR64_tGut +TCONS_00028643 gene-EXO1_tGut +TCONS_00028644 gene-PPIL4_tGut +TCONS_00028645 gene-PPIL4_tGut +TCONS_00028646 gene-ZC3H12D_tGut +TCONS_00028649 gene-SHPRH_tGut +TCONS_00028648 gene-SHPRH_tGut +TCONS_00028647 gene-SHPRH_tGut +TCONS_00028650 gene-FBXO30_tGut +TCONS_00028651 gene-EPM2A_tGut +TCONS_00028652 gene-SF3B5_tGut +TCONS_00028654 gene-PDE7B_tGut +TCONS_00028653 gene-PDE7B_tGut +TCONS_00028656 gene-PDE7B_tGut +TCONS_00028655 gene-PDE7B_tGut +TCONS_00028658 gene-LOC101234090_tGut +TCONS_00028657 gene-LOC101234090_tGut +TCONS_00028660 gene-LOC101234090_tGut +TCONS_00028659 gene-LOC101234090_tGut +TCONS_00028662 gene-LOC101234090_tGut +TCONS_00028661 gene-LOC101234090_tGut +TCONS_00028663 gene-LOC101234090_tGut +TCONS_00028664 gene-PEX7_tGut +TCONS_00028665 gene-SLC35D3_tGut +TCONS_00028666 gene-TNFAIP3_tGut +TCONS_00028669 gene-ARFGEF3_tGut +TCONS_00028671 gene-ARFGEF3_tGut +TCONS_00028673 gene-ARFGEF3_tGut +TCONS_00028672 gene-ARFGEF3_tGut +TCONS_00028670 gene-ARFGEF3_tGut +TCONS_00028668 gene-ARFGEF3_tGut +TCONS_00028667 gene-ARFGEF3_tGut +TCONS_00028674 gene-ARFGEF3_tGut +TCONS_00028675 gene-ARFGEF3_tGut +TCONS_00028676 gene-SMIM28_tGut +TCONS_00028677 gene-CCDC28A_tGut +TCONS_00028678 gene-CCDC28A_tGut +TCONS_00028679 gene-ABRACL_tGut +TCONS_00028680 gene-HECA_tGut +TCONS_00028681 gene-ENO4_tGut-2 +TCONS_00028682 gene-VTA1_tGut +TCONS_00028683 gene-VTA1_tGut +TCONS_00028684 gene-ADGRG6_tGut +TCONS_00028685 gene-ADGRG6_tGut +TCONS_00028686 gene-AIG1_tGut +TCONS_00028687 gene-PEX3_tGut +TCONS_00028688 gene-PEX3_tGut +TCONS_00028691 gene-PHACTR2_tGut +TCONS_00028690 gene-PHACTR2_tGut +TCONS_00028689 gene-PHACTR2_tGut +TCONS_00028694 gene-PHACTR2_tGut +TCONS_00028693 gene-PHACTR2_tGut +TCONS_00028692 gene-PHACTR2_tGut +TCONS_00028697 gene-PHACTR2_tGut +TCONS_00028696 gene-PHACTR2_tGut +TCONS_00028695 gene-PHACTR2_tGut +TCONS_00028698 gene-PHACTR2_tGut +TCONS_00028699 gene-LTV1_tGut +TCONS_00028700 gene-EZR_tGut +TCONS_00028701 gene-EZR_tGut +TCONS_00028702 gene-DYNLT1_tGut +TCONS_00028703 gene-DYNLT1_tGut +TCONS_00028705 gene-SERAC1_tGut +TCONS_00028704 gene-SERAC1_tGut +TCONS_00028706 gene-SERAC1_tGut +TCONS_00028707 gene-TMEM242_tGut +TCONS_00028708 gene-TMEM242_tGut +TCONS_00028711 gene-NOX3_tGut +TCONS_00028712 gene-NOX3_tGut +TCONS_00028710 gene-NOX3_tGut +TCONS_00028709 gene-NOX3_tGut +TCONS_00028713 gene-NOX3_tGut +TCONS_00028714 gene-TFB1M_tGut +TCONS_00028715 gene-TFB1M_tGut +TCONS_00028716 gene-TFB1M_tGut +TCONS_00028718 gene-CNKSR3_tGut +TCONS_00028717 gene-CNKSR3_tGut +TCONS_00028719 gene-CNKSR3_tGut +TCONS_00028720 gene-CNKSR3_tGut +TCONS_00028721 gene-IPCEF1_tGut +TCONS_00028722 gene-IPCEF1_tGut +TCONS_00028723 gene-IPCEF1_tGut +TCONS_00028724 gene-IPCEF1_tGut +TCONS_00028725 gene-RGS17_tGut +TCONS_00028727 gene-RGS17_tGut +TCONS_00028726 gene-RGS17_tGut +TCONS_00028728 gene-RGS17_tGut +TCONS_00028729 gene-RGS17_tGut +TCONS_00028730 gene-MTRF1L_tGut +TCONS_00028731 gene-FBXO5_tGut +TCONS_00028732 gene-RMND1_gGal +TCONS_00028733 gene-RMND1_gGal +TCONS_00028734 gene-RMND1_gGal +TCONS_00028735 gene-ZBTB2_tGut +TCONS_00028736 gene-LRP11_tGut +TCONS_00028737 gene-NUP43_tGut +TCONS_00028740 gene-LATS1_tGut +TCONS_00028741 gene-LATS1_tGut +TCONS_00028739 gene-LATS1_tGut +TCONS_00028738 gene-LATS1_tGut +TCONS_00028742 gene-KATNA1_tGut +TCONS_00028743 gene-KATNA1_tGut +TCONS_00028744 gene-FNDC1_tGut +TCONS_00028745 gene-ACAT2_tGut +TCONS_00028746 gene-MRPL18_tGut +TCONS_00028748 gene-PNLDC1_tGut +TCONS_00028747 gene-PNLDC1_tGut +TCONS_00028750 gene-PNLDC1_tGut +TCONS_00028749 gene-PNLDC1_tGut +TCONS_00028751 gene-MAS1_tGut +TCONS_00028752 gene-IGF2R_tGut +TCONS_00028753 gene-IGF2R_tGut +TCONS_00028754 gene-SLC22A2_tGut +TCONS_00028755 gene-SLC22A3_gGal +TCONS_00028756 gene-AHI1_tGut +TCONS_00028757 gene-AHI1_tGut +TCONS_00028759 gene-HBS1L_tGut +TCONS_00028758 gene-HBS1L_tGut +TCONS_00028760 gene-ALDH8A1_tGut +TCONS_00028761 gene-SGK1_tGut +TCONS_00028762 gene-SGK1_tGut +TCONS_00028763 gene-SLC2A12_tGut +TCONS_00028765 gene-SLC18B1_tGut +TCONS_00028764 gene-SLC18B1_tGut +TCONS_00028766 gene-VNN2_gGal-2 +TCONS_00028767 gene-VNN2_gGal-1 +TCONS_00028768 gene-VNN2_gGal-1 +TCONS_00028769 gene-LOC100220807_tGut +TCONS_00028770 gene-TAAR1_tGut +TCONS_00028771 gene-STX7_tGut +TCONS_00028772 gene-MOXD1_tGut +TCONS_00028773 gene-MOXD1_tGut +TCONS_00028774 gene-CCN2_tGut +TCONS_00028775 gene-MED23_tGut +TCONS_00028776 gene-MSH5_tGut +TCONS_00028779 gene-EPB41L2_tGut +TCONS_00028781 gene-EPB41L2_tGut +TCONS_00028783 gene-EPB41L2_tGut +TCONS_00028785 gene-EPB41L2_tGut +TCONS_00028787 gene-EPB41L2_tGut +TCONS_00028789 gene-EPB41L2_tGut +TCONS_00028791 gene-EPB41L2_tGut +TCONS_00028793 gene-EPB41L2_tGut +TCONS_00028794 gene-EPB41L2_tGut +TCONS_00028792 gene-EPB41L2_tGut +TCONS_00028790 gene-EPB41L2_tGut +TCONS_00028788 gene-EPB41L2_tGut +TCONS_00028786 gene-EPB41L2_tGut +TCONS_00028784 gene-EPB41L2_tGut +TCONS_00028782 gene-EPB41L2_tGut +TCONS_00028780 gene-EPB41L2_tGut +TCONS_00028778 gene-EPB41L2_tGut +TCONS_00028777 gene-EPB41L2_tGut +TCONS_00028795 gene-SAMD3_gGal +TCONS_00028796 gene-TMEM244_tGut +TCONS_00028797 gene-ARHGAP18_tGut +TCONS_00028798 gene-ARHGAP18_tGut +TCONS_00028799 gene-ARHGAP18_tGut +TCONS_00028800 gene-LOC100223745_tGut +TCONS_00028802 gene-THEMIS_tGut +TCONS_00028801 gene-THEMIS_tGut +TCONS_00028803 gene-SOGA3_gGal +TCONS_00028805 gene-SOGA3_gGal +TCONS_00028804 gene-SOGA3_gGal +TCONS_00028806 gene-SOGA3_gGal +TCONS_00028808 gene-SOGA3_gGal +TCONS_00028807 gene-SOGA3_gGal +TCONS_00028809 gene-SOGA3_tGut +TCONS_00028810 gene-SOGA3_tGut +TCONS_00028811 gene-ECHDC1_tGut +TCONS_00028812 gene-ECHDC1_tGut +TCONS_00028813 gene-HDDC2_tGut +TCONS_00028814 gene-TRDN_gGal +TCONS_00028815 gene-SERINC1_tGut +TCONS_00028816 gene-TBC1D32_tGut +TCONS_00028817 gene-TBC1D32_tGut +TCONS_00028820 gene-TBC1D32_tGut +TCONS_00028819 gene-TBC1D32_tGut +TCONS_00028818 gene-TBC1D32_tGut +TCONS_00028821 gene-TBC1D32_tGut +TCONS_00028822 gene-MAN1A1_tGut +TCONS_00028823 gene-FAM184A_tGut +TCONS_00028824 gene-FAM184A_tGut +TCONS_00028825 gene-MCM9_tGut +TCONS_00028826 gene-CEP85L_tGut +TCONS_00028827 gene-CEP85L_tGut +TCONS_00028828 gene-CEP85L_tGut +TCONS_00028829 gene-CEP85L_tGut +TCONS_00028830 gene-CEP85L_tGut +TCONS_00028832 gene-GOPC_tGut +TCONS_00028831 gene-GOPC_tGut +TCONS_00028833 gene-ROS1_tGut +TCONS_00028834 gene-GPRC6A_tGut +TCONS_00028835 gene-FAM162B_tGut +TCONS_00028836 gene-ZUP1_tGut +TCONS_00028837 gene-TRAPPC3L_tGut +TCONS_00028838 gene-NT5DC1_tGut +TCONS_00028839 gene-NT5DC1_tGut +TCONS_00028840 gene-LOC124417812_gGal +TCONS_00028841 gene-FRK_tGut +TCONS_00028842 gene-HS3ST5_tGut +TCONS_00028843 gene-HDAC2_tGut +TCONS_00028844 gene-HDAC2_tGut +TCONS_00028845 gene-LAMA4_tGut +TCONS_00028847 gene-TUBE1_tGut +TCONS_00028846 gene-TUBE1_tGut +TCONS_00028848 gene-TUBE1_tGut +TCONS_00028851 gene-FYN_tGut +TCONS_00028850 gene-FYN_tGut +TCONS_00028849 gene-FYN_tGut +TCONS_00028852 gene-TRAF3IP2_tGut +TCONS_00028853 gene-TRAF3IP2_tGut +TCONS_00028854 gene-REV3L_tGut +TCONS_00028855 gene-CDK19_tGut +TCONS_00028856 gene-SLC22A16_tGut +TCONS_00028857 gene-SLC22A16_tGut +TCONS_00028858 gene-DDO_tGut +TCONS_00028859 gene-METTL24_tGut +TCONS_00028860 gene-WASF1_tGut +TCONS_00028861 gene-WASF1_tGut +TCONS_00028862 gene-AK9_tGut +TCONS_00028865 gene-AK9_tGut +TCONS_00028864 gene-AK9_tGut +TCONS_00028863 gene-AK9_tGut +TCONS_00028866 gene-AK9_tGut +TCONS_00028867 gene-ZBTB24_tGut +TCONS_00028868 gene-CD164_tGut +TCONS_00028869 gene-LOC101748060_gGal +TCONS_00028870 gene-LOC101748060_gGal +TCONS_00028872 gene-SESN1_tGut +TCONS_00028871 gene-SESN1_tGut +TCONS_00028873 gene-SESN1_tGut +TCONS_00028875 gene-SESN1_tGut +TCONS_00028874 gene-SESN1_tGut +TCONS_00028877 gene-SESN1_tGut +TCONS_00028876 gene-SESN1_tGut +TCONS_00028878 gene-SESN1_tGut +TCONS_00028879 gene-SNX3_tGut +TCONS_00028880 gene-OSTM1_tGut +TCONS_00028881 gene-SEC63_tGut +TCONS_00028882 gene-SCML4_tGut +TCONS_00028883 gene-PDSS2_tGut +TCONS_00028884 gene-BEND3_tGut +TCONS_00028885 gene-BEND3_tGut +TCONS_00028886 gene-BEND3_tGut +TCONS_00028887 gene-CD24_tGut +TCONS_00028888 gene-RTN4IP1_tGut +TCONS_00028889 gene-RTN4IP1_tGut +TCONS_00028890 gene-RTN4IP1_tGut +TCONS_00028891 gene-ATG5_tGut +TCONS_00028892 gene-ATG5_tGut +TCONS_00028893 gene-ATG5_tGut +TCONS_00028894 gene-ATG5_tGut +TCONS_00028895 gene-ATG5_tGut +TCONS_00028896 gene-ATG5_tGut +TCONS_00028897 gene-ATG5_tGut +TCONS_00028898 gene-ATG5_tGut +TCONS_00028899 gene-ATG5_tGut +TCONS_00028900 gene-ATG5_tGut +TCONS_00028901 gene-PREP_gGal +TCONS_00028902 gene-PREP_gGal +TCONS_00028903 gene-PREP_gGal +TCONS_00028904 gene-POPDC3_tGut +TCONS_00028905 gene-BVES_tGut +TCONS_00028907 gene-HACE1_tGut +TCONS_00028906 gene-HACE1_tGut +TCONS_00028908 gene-HACE1_tGut +TCONS_00028910 gene-SIM1_tGut +TCONS_00028909 gene-SIM1_tGut +TCONS_00028911 gene-SIM1_tGut +TCONS_00028913 gene-CCNC_tGut +TCONS_00028912 gene-CCNC_tGut +TCONS_00028914 gene-USP45_tGut +TCONS_00028915 gene-USP45_tGut +TCONS_00028916 gene-PNISR_tGut +TCONS_00028917 gene-PNISR_tGut +TCONS_00028918 gene-COQ3_tGut +TCONS_00028919 gene-COQ3_tGut +TCONS_00028920 gene-FAXC_tGut +TCONS_00028921 gene-FAXC_tGut +TCONS_00028922 gene-FBXL4_tGut +TCONS_00028923 gene-MMS22L_tGut +TCONS_00028924 gene-MMS22L_tGut +TCONS_00028925 gene-NDUFAF4_tGut +TCONS_00028926 gene-GPR63_tGut +TCONS_00028927 gene-EPHA7_tGut +TCONS_00028930 gene-EPHA7_tGut +TCONS_00028929 gene-EPHA7_tGut +TCONS_00028928 gene-EPHA7_tGut +TCONS_00028933 gene-MAP3K7_tGut +TCONS_00028935 gene-MAP3K7_tGut +TCONS_00028937 gene-MAP3K7_tGut +TCONS_00028938 gene-MAP3K7_tGut +TCONS_00028936 gene-MAP3K7_tGut +TCONS_00028934 gene-MAP3K7_tGut +TCONS_00028932 gene-MAP3K7_tGut +TCONS_00028931 gene-MAP3K7_tGut +TCONS_00028939 gene-MAP3K7_tGut +TCONS_00028940 gene-BACH2_tGut +TCONS_00028941 gene-BACH2_tGut +TCONS_00028942 gene-MDN1_tGut +TCONS_00028943 gene-LYRM2_tGut +TCONS_00028944 gene-RRAGD_tGut +TCONS_00028945 gene-RRAGD_tGut +TCONS_00028946 gene-UBE2J1_tGut +TCONS_00028947 gene-UBE2J1_tGut +TCONS_00028949 gene-GABRR2_gGal +TCONS_00028948 gene-GABRR2_gGal +TCONS_00028950 gene-GABRR2_gGal +TCONS_00028951 gene-GABRR1_tGut +TCONS_00028952 gene-BORCS6_gGal +TCONS_00028953 gene-RNGTT_tGut +TCONS_00028954 gene-RNGTT_tGut +TCONS_00028955 gene-RNGTT_tGut +TCONS_00028956 gene-CNR1_tGut +TCONS_00028957 gene-CNR1_tGut +TCONS_00028958 gene-AKIRIN2_tGut +TCONS_00028959 gene-RARS2_tGut +TCONS_00028960 gene-CGA_tGut +TCONS_00028961 gene-SYNCRIP_gGal +TCONS_00028962 gene-SYNCRIP_gGal +TCONS_00028964 gene-SYNCRIP_gGal +TCONS_00028963 gene-SYNCRIP_gGal +TCONS_00028966 gene-SNX14_tGut +TCONS_00028965 gene-SNX14_tGut +TCONS_00028967 gene-TBX18_tGut +TCONS_00028970 gene-CEP162_tGut +TCONS_00028969 gene-CEP162_tGut +TCONS_00028968 gene-CEP162_tGut +TCONS_00028973 gene-SNAP91_tGut +TCONS_00028975 gene-SNAP91_tGut +TCONS_00028976 gene-SNAP91_tGut +TCONS_00028974 gene-SNAP91_tGut +TCONS_00028972 gene-SNAP91_tGut +TCONS_00028971 gene-SNAP91_tGut +TCONS_00028978 gene-SNAP91_tGut +TCONS_00028977 gene-SNAP91_tGut +TCONS_00028979 gene-ME1_tGut +TCONS_00028980 gene-PGM3_tGut +TCONS_00028981 gene-UBE3D_tGut +TCONS_00028982 gene-UBE3D_tGut +TCONS_00028985 gene-IBTK_tGut +TCONS_00028984 gene-IBTK_tGut +TCONS_00028983 gene-IBTK_tGut +TCONS_00028986 gene-TENT5A_tGut +TCONS_00028987 gene-TENT5A_tGut +TCONS_00028988 gene-ELOVL4_tGut +TCONS_00028989 gene-ELOVL4_tGut +TCONS_00028990 gene-LCA5_tGut +TCONS_00028991 gene-HMGN3_tGut +TCONS_00028992 gene-PHIP_gGal +TCONS_00028993 gene-IRAK1BP1_tGut +TCONS_00028994 gene-HTR1B_gGal +TCONS_00028995 gene-IMPG1_gGal +TCONS_00028996 gene-FILIP1_tGut +TCONS_00028997 gene-FILIP1_tGut +TCONS_00028998 gene-TMEM30A_tGut +TCONS_00028999 gene-COX7A2_tGut +TCONS_00029000 gene-COL12A1_tGut +TCONS_00029001 gene-COL12A1_tGut +TCONS_00029002 gene-COL12A1_tGut +TCONS_00029003 gene-COL12A1_tGut +TCONS_00029004 gene-SLC17A5_tGut +TCONS_00029005 gene-SLC17A5_tGut +TCONS_00029006 gene-SLC17A5_tGut +TCONS_00029007 gene-SLC17A5_tGut +TCONS_00029008 gene-EEF1A1_tGut +TCONS_00029009 gene-CGAS_tGut +TCONS_00029010 gene-ASRGL1_tGut +TCONS_00029012 gene-OGFRL1_tGut +TCONS_00029011 gene-OGFRL1_tGut +TCONS_00029013 gene-B3GAT2_tGut +TCONS_00029014 gene-COL9A1_tGut +TCONS_00029015 gene-LMBRD1_tGut +TCONS_00029016 gene-LOC121110182_gGal +TCONS_00029017 gene-LGSN_tGut +TCONS_00029018 gene-LGSN_tGut +TCONS_00029019 gene-KHDRBS2_tGut +TCONS_00029020 gene-KHDRBS2_tGut +TCONS_00029021 gene-RAB23_tGut +TCONS_00029022 gene-COL21A1_tGut +TCONS_00029023 gene-BMP5_tGut +TCONS_00029024 gene-BMP5_tGut +TCONS_00029026 gene-BMP5_tGut +TCONS_00029025 gene-BMP5_tGut +TCONS_00029027 gene-HMGCLL1_tGut +TCONS_00029029 gene-HMGCLL1_tGut +TCONS_00029028 gene-HMGCLL1_tGut +TCONS_00029030 gene-KLHL31_tGut +TCONS_00029031 gene-GCLC_tGut +TCONS_00029032 gene-GCLC_tGut +TCONS_00029033 gene-ELOVL5_tGut +TCONS_00029034 gene-ELOVL5_tGut +TCONS_00029035 gene-GCM1_tGut +TCONS_00029036 gene-CILK1_tGut +TCONS_00029037 gene-CILK1_tGut +TCONS_00029038 gene-LOC100190440_tGut +TCONS_00029039 gene-GSTA4_gGal +TCONS_00029040 gene-GSTA3_gGal-like-2 +TCONS_00029041 gene-LOC395611_gGal-like-2 +TCONS_00029042 gene-LOC100219265_tGut-2 +TCONS_00029043 gene-GSTA2_gGal +TCONS_00029045 gene-ANGPT2_tGut +TCONS_00029044 gene-ANGPT2_tGut +TCONS_00029046 gene-ANGPT2_tGut +TCONS_00029047 gene-ERICH1_tGut +TCONS_00029048 gene-ERICH1_tGut +TCONS_00029049 gene-ERICH1_tGut +TCONS_00029051 gene-TDRP_gGal +TCONS_00029050 gene-TDRP_gGal +TCONS_00029053 gene-ACP1_tGut +TCONS_00029052 gene-ACP1_tGut +TCONS_00029054 gene-SNTG2_tGut +TCONS_00029055 gene-SNTG2_tGut +TCONS_00029056 gene-SNTG2_tGut +TCONS_00029057 gene-LOC121110257_gGal +TCONS_00029059 gene-TRAPPC12_tGut +TCONS_00029058 gene-TRAPPC12_tGut +TCONS_00029060 gene-RPS7_tGut +TCONS_00029062 gene-COLEC11_tGut +TCONS_00029061 gene-COLEC11_tGut +TCONS_00029063 gene-SOX11_tGut +TCONS_00029064 gene-RSAD2_tGut +TCONS_00029066 gene-RNF144A_tGut +TCONS_00029065 gene-RNF144A_tGut +TCONS_00029067 gene-ID2_tGut +TCONS_00029070 gene-ASAP2_tGut +TCONS_00029071 gene-ASAP2_tGut +TCONS_00029069 gene-ASAP2_tGut +TCONS_00029068 gene-ASAP2_tGut +TCONS_00029072 gene-ASAP2_tGut +TCONS_00029073 gene-CPSF3_gGal +TCONS_00029074 gene-CPSF3_gGal +TCONS_00029075 gene-IAH1_tGut +TCONS_00029076 gene-TAF1B_tGut +TCONS_00029078 gene-GRHL1_tGut +TCONS_00029077 gene-GRHL1_tGut +TCONS_00029080 gene-GRHL1_tGut +TCONS_00029079 gene-GRHL1_tGut +TCONS_00029081 gene-GRHL1_tGut +TCONS_00029082 gene-KLF11_tGut +TCONS_00029083 gene-KLF11_tGut +TCONS_00029084 gene-KLF11_tGut +TCONS_00029085 gene-RRM2_tGut +TCONS_00029086 gene-HPCAL1_tGut +TCONS_00029088 gene-ATP6V1C2_tGut +TCONS_00029087 gene-ATP6V1C2_tGut +TCONS_00029089 gene-KCNF1_tGut +TCONS_00029090 gene-SLC66A3_tGut +TCONS_00029091 gene-SLC66A3_tGut +TCONS_00029092 gene-GREB1_tGut +TCONS_00029093 gene-GREB1_tGut +TCONS_00029094 gene-GREB1_tGut +TCONS_00029097 gene-LPIN1_tGut +TCONS_00029096 gene-LPIN1_tGut +TCONS_00029095 gene-LPIN1_tGut +TCONS_00029098 gene-LPIN1_tGut +TCONS_00029099 gene-LPIN1_tGut +TCONS_00029101 gene-LPIN1_tGut +TCONS_00029100 gene-LPIN1_tGut +TCONS_00029102 gene-TRIB2_tGut +TCONS_00029103 gene-TRIB2_tGut +TCONS_00029104 gene-LRATD1_tGut +TCONS_00029105 gene-DDX1_tGut +TCONS_00029106 gene-MYCN_tGut +TCONS_00029107 gene-VSNL1_tGut +TCONS_00029109 gene-GEN1_tGut +TCONS_00029108 gene-GEN1_tGut +TCONS_00029110 gene-GEN1_tGut +TCONS_00029111 gene-MSGN1_tGut +TCONS_00029112 gene-KCNS3_tGut +TCONS_00029113 gene-LINC00954_gGal +TCONS_00029114 gene-LOC100225592_tGut +TCONS_00029115 gene-RHOB_tGut +TCONS_00029116 gene-GDF7_tGut +TCONS_00029117 gene-TDRD15_tGut +TCONS_00029118 gene-KLHL29_tGut +TCONS_00029119 gene-KLHL29_tGut +TCONS_00029122 gene-KLHL29_tGut +TCONS_00029121 gene-KLHL29_tGut +TCONS_00029120 gene-KLHL29_tGut +TCONS_00029123 gene-UBXN2A_tGut +TCONS_00029125 gene-MFSD2B_gGal +TCONS_00029124 gene-MFSD2B_gGal +TCONS_00029126 gene-FKBP1B_tGut +TCONS_00029127 gene-FKBP1B_tGut +TCONS_00029128 gene-GCFC2_tGut +TCONS_00029130 gene-EVA1A_tGut +TCONS_00029129 gene-EVA1A_tGut +TCONS_00029131 gene-EVA1A_tGut +TCONS_00029133 gene-PTCHD4_gGal +TCONS_00029132 gene-PTCHD4_gGal +TCONS_00029135 gene-TNFRSF21_tGut +TCONS_00029134 gene-TNFRSF21_tGut +TCONS_00029136 gene-TNFRSF21_tGut +TCONS_00029137 gene-ADGRF5_tGut +TCONS_00029138 gene-TAS2R7_gGal +TCONS_00029139 gene-PLA2G7_tGut +TCONS_00029141 gene-CYP39A1_gGal +TCONS_00029140 gene-CYP39A1_gGal +TCONS_00029143 gene-CYP39A1_gGal +TCONS_00029142 gene-CYP39A1_gGal +TCONS_00029145 gene-CYP39A1_gGal +TCONS_00029144 gene-CYP39A1_gGal +TCONS_00029146 gene-RCAN2_tGut +TCONS_00029147 gene-RCAN2_tGut +TCONS_00029148 gene-RCAN2_tGut +TCONS_00029150 gene-CLIC5_tGut +TCONS_00029149 gene-CLIC5_tGut +TCONS_00029151 gene-SUPT3H_tGut +TCONS_00029152 gene-SUPT3H_tGut +TCONS_00029153 gene-SUPT3H_tGut +TCONS_00029154 gene-SUPT3H_tGut +TCONS_00029155 gene-OPN5L2_gGal +TCONS_00029156 gene-CENPQ_tGut +TCONS_00029157 gene-CENPQ_tGut +TCONS_00029158 gene-TFAP2D_tGut +TCONS_00029160 gene-TFAP2B_tGut +TCONS_00029159 gene-TFAP2B_tGut +TCONS_00029162 gene-TFAP2B_tGut +TCONS_00029161 gene-TFAP2B_tGut +TCONS_00029163 gene-TFAP2B_tGut +TCONS_00029164 gene-IL17A_gGal +TCONS_00029165 gene-PAQR8_tGut +TCONS_00029166 gene-PAQR8_tGut +TCONS_00029168 gene-EFHC1_tGut +TCONS_00029167 gene-EFHC1_tGut +TCONS_00029169 gene-AvBD4_gGal +TCONS_00029170 gene-AvBD5_gGal +TCONS_00029171 gene-AvBD3_gGal-like-3 +TCONS_00029172 gene-AvBD1_gGal-like-4 +TCONS_00029173 gene-AvBD3_gGal-like-5 +TCONS_00029174 gene-AvBD3_gGal-like-2 +TCONS_00029175 gene-AvBD1_gGal-like-2 +TCONS_00029176 gene-AvBD8_gGal +TCONS_00029177 gene-AvBD11_gGal +TCONS_00029178 gene-AvBD12_gGal +TCONS_00029179 gene-AvBD13_gGal +TCONS_00029180 gene-CTSB_tGut +TCONS_00029181 gene-CTSB_tGut +TCONS_00029182 gene-FAM167A_tGut +TCONS_00029183 gene-OvoDA3_gGal-like-2 +TCONS_00029184 gene-OvoDA3_gGal-like-1 +TCONS_00029185 gene-XKR6_tGut +TCONS_00029186 gene-PINX1_tGut +TCONS_00029187 gene-SOX7_tGut +TCONS_00029188 gene-SOX7_tGut +TCONS_00029189 gene-SOX7_tGut +TCONS_00029190 gene-RP1L1_tGut +TCONS_00029192 gene-KIF13B_tGut +TCONS_00029191 gene-KIF13B_tGut +TCONS_00029193 gene-KIF13B_tGut +TCONS_00029194 gene-KIF13B_tGut +TCONS_00029195 gene-INTS9_tGut +TCONS_00029196 gene-INTS9_tGut +TCONS_00029198 gene-FBXO16_gGal +TCONS_00029197 gene-FBXO16_gGal +TCONS_00029199 gene-ELP3_gGal +TCONS_00029200 gene-PNOC_tGut-2 +TCONS_00029201 gene-PNOC_tGut-2 +TCONS_00029202 gene-CLU_tGut-2 +TCONS_00029203 gene-CSPG5_tGut-1 +TCONS_00029204 gene-CSPG5_tGut-1 +TCONS_00029207 gene-DYSF_tGut-like-2 +TCONS_00029206 gene-DYSF_tGut-like-2 +TCONS_00029205 gene-DYSF_tGut-like-2 +TCONS_00029208 gene-HADHA_tGut +TCONS_00029209 gene-HADHA_tGut +TCONS_00029210 gene-KIF3C_tGut +TCONS_00029212 gene-ASXL2_tGut +TCONS_00029211 gene-ASXL2_tGut +TCONS_00029214 gene-ASXL2_tGut +TCONS_00029213 gene-ASXL2_tGut +TCONS_00029215 gene-ASXL2_tGut +TCONS_00029216 gene-ASXL2_tGut +TCONS_00029217 gene-DTNB_tGut +TCONS_00029221 gene-DTNB_tGut +TCONS_00029220 gene-DTNB_tGut +TCONS_00029219 gene-DTNB_tGut +TCONS_00029218 gene-DTNB_tGut +TCONS_00029223 gene-DNMT3A_tGut-like-1 +TCONS_00029222 gene-DNMT3A_tGut-like-1 +TCONS_00029224 gene-DNMT3A_tGut-like-1 +TCONS_00029225 gene-DNMT3A_tGut-like-1 +TCONS_00029226 gene-DNMT3A_tGut-like-1 +TCONS_00029227 gene-DNMT3A_tGut-like-1 +TCONS_00029228 gene-DPYSL5_tGut-1 +TCONS_00029229 gene-DPYSL5_tGut-1 +TCONS_00029231 gene-MAPRE3_tGut +TCONS_00029230 gene-MAPRE3_tGut +TCONS_00029233 gene-MAPRE3_tGut +TCONS_00029232 gene-MAPRE3_tGut +TCONS_00029234 gene-TMEM214_tGut +TCONS_00029235 gene-TMEM214_tGut +TCONS_00029236 gene-AGBL5_tGut +TCONS_00029237 gene-AGBL5_tGut +TCONS_00029239 gene-AGBL5_tGut +TCONS_00029238 gene-AGBL5_tGut +TCONS_00029240 gene-KHK_tGut +TCONS_00029241 gene-ATRAID_tGut-1 +TCONS_00029243 gene-CAD_tGut-like-2 +TCONS_00029242 gene-CAD_tGut-like-2 +TCONS_00029244 gene-MPV17_tGut-like-1 +TCONS_00029246 gene-MPV17_tGut-like-1 +TCONS_00029245 gene-MPV17_tGut-like-1 +TCONS_00029247 gene-SLC30A3_tGut +TCONS_00029249 gene-SNX17_tGut +TCONS_00029248 gene-SNX17_tGut +TCONS_00029250 gene-RNF19AL_gGal +TCONS_00029251 gene-RNF19AL_gGal +TCONS_00029253 gene-NRBP1_tGut +TCONS_00029252 gene-NRBP1_tGut +TCONS_00029255 gene-NRBP1_tGut +TCONS_00029254 gene-NRBP1_tGut +TCONS_00029256 gene-KRTCAP3_gGal +TCONS_00029258 gene-LOC100231911_tGut +TCONS_00029257 gene-LOC100231911_tGut +TCONS_00029259 gene-LOC100231911_tGut +TCONS_00029260 gene-GPN1_tGut +TCONS_00029261 gene-ESCO2_gGal +TCONS_00029262 gene-ESCO2_gGal +TCONS_00029263 gene-LOC101752065_gGal +TCONS_00029264 gene-ATG10_tGut-like-4 +TCONS_00029265 gene-ATG10_tGut-like-4 +TCONS_00029266 gene-LOC115494645_tGut-2 +TCONS_00029267 gene-POMC_gGal-2 +TCONS_00029268 gene-LOC121108246_gGal-like-5 +TCONS_00029269 gene-DNAJC27_tGut-like-2 +TCONS_00029270 gene-PTRHD1_tGut-1 +TCONS_00029271 gene-PTRHD1_tGut-1 +TCONS_00029272 gene-GEMIN7_gGal-1 +TCONS_00029273 gene-LOC107050229_gGal-like-4 +TCONS_00029274 gene-LOC121108856_gGal-like-16 +TCONS_00029275 gene-LOC115498404_tGut-2 +TCONS_00029276 gene-LOC121108857_gGal-like-1 +TCONS_00029277 gene-LOC124417357_gGal-like-12 +TCONS_00029278 gene-NCOA1_gGal-2 +TCONS_00029279 gene-CENPO_gGal-1 +TCONS_00029280 gene-LOC121108132_gGal-like-26 +TCONS_00029282 gene-EFR3B_gGal-like-1 +TCONS_00029281 gene-EFR3B_gGal-like-1 +TCONS_00029283 gene-EFR3B_gGal-like-1 +TCONS_00029284 gene-EFR3B_gGal-like-1 +TCONS_00029285 gene-CNGA4_gGal-like-1 +TCONS_00029286 gene-LOC121468300_tGut-4 +TCONS_00029287 gene-CLU_tGut-1 +TCONS_00029288 gene-LOC121108856_gGal-like-10 +TCONS_00029289 gene-LOC121108856_gGal-like-10 +TCONS_00029290 gene-RIN2_gGal +TCONS_00029291 gene-RIN2_gGal +TCONS_00029292 gene-RIN2_gGal +TCONS_00029293 gene-RIN2_gGal +TCONS_00029294 gene-RIN2_gGal +TCONS_00029296 gene-SLC24A3_gGal +TCONS_00029295 gene-SLC24A3_gGal +TCONS_00029297 gene-CRNKL1_tGut +TCONS_00029300 gene-RALGAPA2_tGut +TCONS_00029299 gene-RALGAPA2_tGut +TCONS_00029298 gene-RALGAPA2_tGut +TCONS_00029301 gene-RALGAPA2_tGut +TCONS_00029302 gene-RALGAPA2_tGut +TCONS_00029304 gene-RALGAPA2_tGut +TCONS_00029303 gene-RALGAPA2_tGut +TCONS_00029306 gene-NKX2-4_tGut-like-1 +TCONS_00029305 gene-DLX4_tGut-like-3 +TCONS_00029307 gene-DLX4_tGut-like-3 +TCONS_00029308 gene-NKX2-4_tGut-like-1 +TCONS_00029309 gene-NKX2-2_tGut +TCONS_00029310 gene-NKX2-2_tGut +TCONS_00029311 gene-FOXA2_tGut +TCONS_00029312 gene-THBD_tGut +TCONS_00029313 gene-CD93_tGut +TCONS_00029314 gene-NAPB_tGut +TCONS_00029315 gene-ZC3H6_tGut +TCONS_00029316 gene-ZC3H6_tGut +TCONS_00029317 gene-ZC3H6_tGut +TCONS_00029318 gene-FBLN7_tGut +TCONS_00029320 gene-MERTK_tGut +TCONS_00029319 gene-MERTK_tGut +TCONS_00029321 gene-BCL2L11_tGut +TCONS_00029322 gene-BUB1_tGut +TCONS_00029323 gene-BUB1_tGut +TCONS_00029325 gene-BUB1_tGut +TCONS_00029324 gene-BUB1_tGut +TCONS_00029326 gene-BUB1_tGut +TCONS_00029327 gene-ASB3_tGut +TCONS_00029328 gene-GPR75_tGut +TCONS_00029329 gene-PSME4_tGut +TCONS_00029331 gene-PSME4_tGut +TCONS_00029330 gene-PSME4_tGut +TCONS_00029332 gene-RTN4_tGut +TCONS_00029335 gene-RTN4_tGut +TCONS_00029334 gene-RTN4_tGut +TCONS_00029333 gene-RTN4_tGut +TCONS_00029336 gene-MTIF2_tGut +TCONS_00029337 gene-MTIF2_tGut +TCONS_00029338 gene-MTIF2_tGut +TCONS_00029341 gene-CCDC88A_tGut +TCONS_00029343 gene-CCDC88A_tGut +TCONS_00029345 gene-CCDC88A_tGut +TCONS_00029344 gene-CCDC88A_tGut +TCONS_00029342 gene-CCDC88A_tGut +TCONS_00029340 gene-CCDC88A_tGut +TCONS_00029339 gene-CCDC88A_tGut +TCONS_00029346 gene-CCDC88A_tGut +TCONS_00029351 gene-CCDC88A_tGut +TCONS_00029352 gene-CCDC88A_tGut +TCONS_00029353 gene-CCDC88A_tGut +TCONS_00029355 gene-CCDC88A_tGut +TCONS_00029354 gene-CCDC88A_tGut +TCONS_00029350 gene-CCDC88A_tGut +TCONS_00029349 gene-CCDC88A_tGut +TCONS_00029348 gene-CCDC88A_tGut +TCONS_00029347 gene-CCDC88A_tGut +TCONS_00029357 gene-CCDC88A_tGut +TCONS_00029356 gene-CCDC88A_tGut +TCONS_00029359 gene-PPP4R3B_tGut-like-2 +TCONS_00029358 gene-PPP4R3B_tGut-like-2 +TCONS_00029363 gene-PPP4R3B_tGut-like-2 +TCONS_00029362 gene-PPP4R3B_tGut-like-2 +TCONS_00029361 gene-PPP4R3B_tGut-like-2 +TCONS_00029360 gene-PPP4R3B_tGut-like-2 +TCONS_00029364 gene-PNPT1_tGut +TCONS_00029365 gene-EFEMP1_tGut +TCONS_00029366 gene-FANCL_gGal +TCONS_00029367 gene-FANCL_gGal +TCONS_00029368 gene-FANCL_gGal +TCONS_00029369 gene-BCL11A_tGut +TCONS_00029370 gene-BCL11A_tGut +TCONS_00029371 gene-BCL11A_tGut +TCONS_00029372 gene-BCL11A_tGut +TCONS_00029373 gene-BCL11A_tGut +TCONS_00029374 gene-BCL11A_tGut +TCONS_00029375 gene-BCL11A_tGut +TCONS_00029376 gene-PUS10_tGut +TCONS_00029378 gene-PUS10_tGut +TCONS_00029377 gene-PUS10_tGut +TCONS_00029379 gene-USP34_tGut +TCONS_00029380 gene-USP34_tGut +TCONS_00029381 gene-USP34_tGut +TCONS_00029384 gene-USP34_tGut +TCONS_00029383 gene-USP34_tGut +TCONS_00029382 gene-USP34_tGut +TCONS_00029385 gene-XPO1_tGut +TCONS_00029386 gene-FAM161A_tGut +TCONS_00029388 gene-FAM161A_tGut +TCONS_00029387 gene-FAM161A_tGut +TCONS_00029389 gene-CCT4_tGut +TCONS_00029390 gene-LRRN4_tGut +TCONS_00029391 gene-FERMT1_tGut +TCONS_00029392 gene-FERMT1_tGut +TCONS_00029393 gene-HAO1_tGut +TCONS_00029394 gene-HAO1_tGut +TCONS_00029395 gene-HAO1_tGut +TCONS_00029396 gene-HAO1_tGut +TCONS_00029397 gene-TMX4_tGut +TCONS_00029398 gene-PAK5_tGut +TCONS_00029399 gene-MKKS_tGut +TCONS_00029400 gene-JAG1_tGut +TCONS_00029401 gene-JAG1_tGut +TCONS_00029402 gene-LOC112532057_gGal +TCONS_00029405 gene-TASP1_tGut +TCONS_00029407 gene-TASP1_tGut +TCONS_00029409 gene-TASP1_tGut +TCONS_00029410 gene-TASP1_tGut +TCONS_00029408 gene-TASP1_tGut +TCONS_00029406 gene-TASP1_tGut +TCONS_00029404 gene-TASP1_tGut +TCONS_00029403 gene-TASP1_tGut +TCONS_00029411 gene-TASP1_tGut +TCONS_00029412 gene-FLRT3_tGut +TCONS_00029414 gene-KIF16B_tGut +TCONS_00029413 gene-KIF16B_tGut +TCONS_00029415 gene-BFSP1_tGut +TCONS_00029416 gene-PPP4R3B_gGal-1 +TCONS_00029417 gene-APLF_tGut +TCONS_00029418 gene-PLEK_tGut +TCONS_00029419 gene-PLEK_tGut +TCONS_00029420 gene-PLEK_tGut +TCONS_00029421 gene-PLEK_tGut +TCONS_00029422 gene-PLEK_tGut +TCONS_00029423 gene-PLEK_tGut +TCONS_00029424 gene-PNO1_tGut-like-1 +TCONS_00029425 gene-ETAA1_tGut +TCONS_00029426 gene-ETAA1_tGut +TCONS_00029427 gene-MEIS1_tGut-like-1 +TCONS_00029428 gene-MEIS1_tGut-like-1 +TCONS_00029429 gene-MEIS1_tGut-like-1 +TCONS_00029431 gene-ACTR2_tGut +TCONS_00029430 gene-ACTR2_tGut +TCONS_00029433 gene-CEP68_tGut +TCONS_00029432 gene-CEP68_tGut +TCONS_00029434 gene-SLC1A4_tGut +TCONS_00029436 gene-AFTPH_tGut +TCONS_00029435 gene-AFTPH_tGut +TCONS_00029437 gene-LGALSL_tGut +TCONS_00029438 gene-UGP2_tGut +TCONS_00029439 gene-UGP2_tGut +TCONS_00029440 gene-MDH1_tGut +TCONS_00029441 gene-OTX1_tGut +TCONS_00029442 gene-EHBP1_tGut +TCONS_00029446 gene-EHBP1_tGut +TCONS_00029448 gene-EHBP1_tGut +TCONS_00029450 gene-EHBP1_tGut +TCONS_00029451 gene-EHBP1_tGut +TCONS_00029449 gene-EHBP1_tGut +TCONS_00029447 gene-EHBP1_tGut +TCONS_00029445 gene-EHBP1_tGut +TCONS_00029444 gene-EHBP1_tGut +TCONS_00029443 gene-EHBP1_tGut +TCONS_00029452 gene-LOC105759051_tGut +TCONS_00029453 gene-B3GNT2_tGut +TCONS_00029454 gene-COMMD1_tGut +TCONS_00029455 gene-COMMD1_tGut +TCONS_00029456 gene-CRLS1_tGut +TCONS_00029458 gene-CRLS1_tGut +TCONS_00029457 gene-CRLS1_tGut +TCONS_00029459 gene-CRLS1_tGut +TCONS_00029460 gene-MCM8_tGut +TCONS_00029461 gene-CHGB_tGut +TCONS_00029462 gene-CHGB_tGut +TCONS_00029463 gene-CHGB_tGut +TCONS_00029464 gene-CHGB_tGut +TCONS_00029465 gene-MRPS5_tGut +TCONS_00029466 gene-MRPS5_tGut +TCONS_00029467 gene-ATL2_tGut +TCONS_00029468 gene-ATL2_tGut +TCONS_00029469 gene-ATL2_tGut +TCONS_00029471 gene-ATL2_tGut +TCONS_00029470 gene-ATL2_tGut +TCONS_00029473 gene-ATL2_tGut +TCONS_00029472 gene-ATL2_tGut +TCONS_00029474 gene-ATL2_tGut +TCONS_00029475 gene-ATL2_tGut +TCONS_00029476 gene-ATL2_tGut +TCONS_00029477 gene-ATL2_tGut +TCONS_00029478 gene-HNRNPLL_tGut +TCONS_00029480 gene-HNRNPLL_tGut +TCONS_00029479 gene-HNRNPLL_tGut +TCONS_00029481 gene-HNRNPLL_tGut +TCONS_00029483 gene-SRSF7L_gGal-like-1 +TCONS_00029482 gene-SRSF7L_gGal-like-1 +TCONS_00029484 gene-DHX57_tGut +TCONS_00029485 gene-DHX57_tGut +TCONS_00029486 gene-SOS1_tGut +TCONS_00029487 gene-MAP4K3_tGut +TCONS_00029488 gene-MAP4K3_tGut +TCONS_00029493 gene-MAP4K3_tGut +TCONS_00029495 gene-MAP4K3_tGut +TCONS_00029497 gene-MAP4K3_tGut +TCONS_00029498 gene-MAP4K3_tGut +TCONS_00029496 gene-MAP4K3_tGut +TCONS_00029494 gene-MAP4K3_tGut +TCONS_00029492 gene-MAP4K3_tGut +TCONS_00029491 gene-MAP4K3_tGut +TCONS_00029490 gene-MAP4K3_tGut +TCONS_00029489 gene-MAP4K3_tGut +TCONS_00029499 gene-FAM179A_gGal-8 +TCONS_00029500 gene-FAM179A_gGal-8 +TCONS_00029501 gene-FAM179A_gGal-3 +TCONS_00029502 gene-FAM179A_gGal-10 +TCONS_00029503 gene-ACSS1_tGut +TCONS_00029504 gene-ACSS1_tGut +TCONS_00029506 gene-PEX6_tGut +TCONS_00029505 gene-PEX6_tGut +TCONS_00029508 gene-VSX1_tGut +TCONS_00029507 gene-VSX1_tGut +TCONS_00029509 gene-VSX1_tGut +TCONS_00029510 gene-ABHD12_tGut-like-1 +TCONS_00029511 gene-ABHD12_tGut-like-1 +TCONS_00029512 gene-MEA1_tGut +TCONS_00029513 gene-TMEM121L_gGal +TCONS_00029515 gene-LOC100222956_tGut-like-2 +TCONS_00029514 gene-LOC100222956_tGut-like-2 +TCONS_00029516 gene-CUL9_tGut-like-1 +TCONS_00029517 gene-MRPL2_tGut +TCONS_00029518 gene-FAM179A_gGal-4 +TCONS_00029519 gene-FAM179A_gGal-11 +TCONS_00029520 gene-SUSD4_tGut +TCONS_00029521 gene-CAPN8_tGut-like +TCONS_00029522 gene-CAPN8_tGut-like +TCONS_00029523 gene-TP53BP2_tGut +TCONS_00029524 gene-TP53BP2_tGut +TCONS_00029525 gene-TP53BP2_tGut +TCONS_00029527 gene-NVL_tGut 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gene-DSTN_tGut +TCONS_00029589 gene-APMAP_gGal +TCONS_00029590 gene-APMAP_gGal +TCONS_00029591 gene-DISP1_tGut +TCONS_00029595 gene-DISP1_tGut +TCONS_00029594 gene-DISP1_tGut +TCONS_00029593 gene-DISP1_tGut +TCONS_00029592 gene-DISP1_tGut +TCONS_00029596 gene-BROX_tGut +TCONS_00029598 gene-MIA3_tGut +TCONS_00029597 gene-MIA3_tGut +TCONS_00029600 gene-MIA3_tGut +TCONS_00029599 gene-MIA3_tGut +TCONS_00029603 gene-HLX_tGut +TCONS_00029602 gene-HLX_tGut +TCONS_00029601 gene-HLX_tGut +TCONS_00029604 gene-MARC1_gGal +TCONS_00029605 gene-C3H1orf115_tGut +TCONS_00029606 gene-MARK1_tGut +TCONS_00029610 gene-MARK1_tGut +TCONS_00029612 gene-MARK1_tGut +TCONS_00029613 gene-MARK1_tGut +TCONS_00029611 gene-MARK1_tGut +TCONS_00029609 gene-MARK1_tGut +TCONS_00029608 gene-MARK1_tGut +TCONS_00029607 gene-MARK1_tGut +TCONS_00029614 gene-ACR_gGal-2 +TCONS_00029615 gene-ACRL_gGal-1 +TCONS_00029616 gene-ACR_gGal-4 +TCONS_00029617 gene-ACR_gGal-3 +TCONS_00029620 gene-ACR_gGal-5 +TCONS_00029618 gene-IARS2_tGut +TCONS_00029619 gene-IARS2_tGut +TCONS_00029621 gene-LYPLAL1_tGut +TCONS_00029622 gene-LYPLAL1_tGut +TCONS_00029623 gene-TGFB2_tGut +TCONS_00029624 gene-RRP15_tGut +TCONS_00029625 gene-SPATA17_tGut +TCONS_00029627 gene-SPATA17_tGut +TCONS_00029626 gene-SPATA17_tGut +TCONS_00029629 gene-KCTD3_tGut +TCONS_00029628 gene-KCTD3_tGut +TCONS_00029630 gene-KCNK2_tGut +TCONS_00029631 gene-KCNK2_tGut +TCONS_00029632 gene-CENPF_gGal +TCONS_00029633 gene-SMYD2_tGut +TCONS_00029635 gene-PROX1_tGut +TCONS_00029634 gene-PROX1_tGut +TCONS_00029636 gene-RPS6KC1_tGut +TCONS_00029637 gene-RPS6KC1_tGut +TCONS_00029640 gene-RPS6KC1_tGut +TCONS_00029639 gene-RPS6KC1_tGut +TCONS_00029638 gene-RPS6KC1_tGut +TCONS_00029642 gene-VASH2_tGut +TCONS_00029641 gene-VASH2_tGut +TCONS_00029643 gene-FLVCR1_tGut +TCONS_00029644 gene-TATDN3_tGut +TCONS_00029645 gene-NENF_tGut +TCONS_00029646 gene-PPP2R5A_tGut +TCONS_00029647 gene-PPP2R5A_tGut +TCONS_00029648 gene-DTL_tGut +TCONS_00029649 gene-TRAF5_tGut 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gene-HSP90AB1_gGal +TCONS_00029712 gene-SLC29A1_tGut +TCONS_00029713 gene-LOC105759083_tGut +TCONS_00029714 gene-CAPN11_tGut +TCONS_00029715 gene-TMEM63B_tGut +TCONS_00029717 gene-VEGFA_tGut +TCONS_00029716 gene-VEGFA_tGut +TCONS_00029718 gene-RSPH9_tGut +TCONS_00029719 gene-PLD5_tGut +TCONS_00029720 gene-PLD5_tGut +TCONS_00029721 gene-PLD5_tGut +TCONS_00029722 gene-PLD5_tGut +TCONS_00029725 gene-CEP170_tGut +TCONS_00029727 gene-CEP170_tGut +TCONS_00029729 gene-CEP170_tGut +TCONS_00029731 gene-CEP170_tGut +TCONS_00029730 gene-CEP170_tGut +TCONS_00029728 gene-CEP170_tGut +TCONS_00029726 gene-CEP170_tGut +TCONS_00029724 gene-CEP170_tGut +TCONS_00029723 gene-CEP170_tGut +TCONS_00029732 gene-CEP170_tGut +TCONS_00029734 gene-AKT3_tGut +TCONS_00029733 gene-AKT3_tGut +TCONS_00029735 gene-ADSS2_tGut +TCONS_00029736 gene-ADSS2_tGut +TCONS_00029737 gene-HNRNPU_tGut +TCONS_00029738 gene-SMYD3_tGut +TCONS_00029739 gene-SMYD3_tGut +TCONS_00029740 gene-TFB2M_tGut +TCONS_00029743 gene-AHCTF1_gGal 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gene-LOC124418351_gGal +TCONS_00029804 gene-THBS2_tGut +TCONS_00029805 gene-WDR27_tGut +TCONS_00029806 gene-WDR27_tGut +TCONS_00029807 gene-WDR27_tGut +TCONS_00029808 gene-WDR27_tGut +TCONS_00029810 gene-PHF10_tGut +TCONS_00029809 gene-PHF10_tGut +TCONS_00029811 gene-DYNLT2_tGut +TCONS_00029812 gene-DLL1_tGut +TCONS_00029813 gene-DLL1_tGut +TCONS_00029814 gene-PSMB1_tGut +TCONS_00029815 gene-PDCD2_tGut +TCONS_00029816 gene-GNPAT_tGut +TCONS_00029819 gene-TRIM67_tGut +TCONS_00029820 gene-TRIM67_tGut +TCONS_00029818 gene-TRIM67_tGut +TCONS_00029817 gene-TRIM67_tGut +TCONS_00029821 gene-ARV1_gGal +TCONS_00029822 gene-ARV1_gGal +TCONS_00029823 gene-CAPN9_tGut +TCONS_00029824 gene-CAPN9_tGut +TCONS_00029825 gene-COG2_tGut +TCONS_00029826 gene-COG2_tGut +TCONS_00029827 gene-GALNT2_tGut +TCONS_00029828 gene-GALNT2_tGut +TCONS_00029829 gene-URB2_tGut +TCONS_00029831 gene-RAB4A_tGut +TCONS_00029830 gene-RAB4A_tGut +TCONS_00029832 gene-RHOU_tGut +TCONS_00029833 gene-EXOC8_tGut +TCONS_00029834 gene-EGLN1_tGut +TCONS_00029837 gene-SIPA1L2_tGut +TCONS_00029838 gene-SIPA1L2_tGut +TCONS_00029836 gene-SIPA1L2_tGut +TCONS_00029835 gene-SIPA1L2_tGut +TCONS_00029839 gene-SIPA1L2_tGut +TCONS_00029841 gene-PCNX2_tGut +TCONS_00029840 gene-PCNX2_tGut +TCONS_00029842 gene-TARBP1_gGal +TCONS_00029843 gene-IRF2BP2_tGut +TCONS_00029844 gene-TOMM20_tGut +TCONS_00029845 gene-RBM34_gGal +TCONS_00029847 gene-ARID4B_tGut-like-2 +TCONS_00029846 gene-ARID4B_tGut-like-2 +TCONS_00029850 gene-B3GALNT2_tGut +TCONS_00029849 gene-B3GALNT2_tGut +TCONS_00029848 gene-B3GALNT2_tGut +TCONS_00029851 gene-GNG4_tGut +TCONS_00029852 gene-GNG4_tGut +TCONS_00029853 gene-LYST_tGut +TCONS_00029854 gene-LYST_tGut +TCONS_00029855 gene-NID1_tGut +TCONS_00029856 gene-NID1_tGut +TCONS_00029857 gene-ERO1B_tGut +TCONS_00029858 gene-ERO1B_tGut +TCONS_00029859 gene-HEATR1_tGut +TCONS_00029860 gene-LOC121110227_gGal +TCONS_00029861 gene-GREM2_tGut +TCONS_00029862 gene-GREM2_tGut +TCONS_00029863 gene-RGS7_tGut +TCONS_00029864 gene-RGS7_tGut +TCONS_00029865 gene-RGS7_tGut +TCONS_00029866 gene-RGS7_tGut +TCONS_00029867 gene-RGS7_tGut +TCONS_00029868 gene-RGS7_tGut +TCONS_00029869 gene-RGS7_tGut +TCONS_00029870 gene-RGS7_tGut +TCONS_00029871 gene-RGS7_tGut +TCONS_00029872 gene-RGS7_tGut +TCONS_00029873 gene-RGS7_tGut +TCONS_00029874 gene-RGS7_tGut +TCONS_00029876 gene-RGS7_tGut +TCONS_00029875 gene-RGS7_tGut +TCONS_00029877 gene-RGS7_tGut +TCONS_00029878 gene-OPN3_tGut +TCONS_00029879 gene-LOC115494373_tGut +TCONS_00029880 gene-MAP1LC3C_tGut +TCONS_00029881 gene-TAB2_tGut +TCONS_00029882 gene-TAB2_tGut +TCONS_00029883 gene-TAB2_tGut +TCONS_00029884 gene-UST_tGut +TCONS_00029885 gene-UST_tGut +TCONS_00029886 gene-SASH1_tGut +TCONS_00029888 gene-SASH1_tGut +TCONS_00029887 gene-SASH1_tGut +TCONS_00029889 gene-SASH1_tGut +TCONS_00029890 gene-STXBP5_tGut +TCONS_00029894 gene-STXBP5_tGut +TCONS_00029896 gene-STXBP5_tGut +TCONS_00029898 gene-STXBP5_tGut +TCONS_00029900 gene-STXBP5_tGut +TCONS_00029899 gene-STXBP5_tGut +TCONS_00029897 gene-STXBP5_tGut +TCONS_00029895 gene-STXBP5_tGut +TCONS_00029893 gene-STXBP5_tGut +TCONS_00029892 gene-STXBP5_tGut +TCONS_00029891 gene-STXBP5_tGut +TCONS_00029901 gene-ADGB_tGut +TCONS_00029902 gene-ADGB_tGut +TCONS_00029903 gene-ADGB_tGut +TCONS_00029904 gene-RAB32_tGut +TCONS_00029905 gene-GRM1_tGut +TCONS_00029906 gene-GRM1_tGut +TCONS_00029908 gene-MTFR2_tGut +TCONS_00029907 gene-MTFR2_tGut +TCONS_00029911 gene-BCLAF1_tGut +TCONS_00029910 gene-BCLAF1_tGut +TCONS_00029909 gene-BCLAF1_tGut +TCONS_00029912 gene-MAP7_tGut +TCONS_00029914 gene-MAP7_tGut +TCONS_00029913 gene-MAP7_tGut +TCONS_00029915 gene-MAP7_tGut +TCONS_00029922 gene-MAP7_tGut +TCONS_00029924 gene-MAP7_tGut +TCONS_00029923 gene-MAP7_tGut +TCONS_00029921 gene-MAP7_tGut +TCONS_00029918 gene-MAP7_tGut +TCONS_00029920 gene-MAP7_tGut +TCONS_00029919 gene-MAP7_tGut +TCONS_00029917 gene-MAP7_tGut +TCONS_00029916 gene-MAP7_tGut +TCONS_00029925 gene-MAP3K5_tGut +TCONS_00029926 gene-MAP3K5_tGut +TCONS_00029927 gene-IL20RA_tGut +TCONS_00029928 gene-IL20RA_tGut +TCONS_00029929 gene-IL20RA_tGut +TCONS_00029930 gene-IL22RA2_tGut +TCONS_00029931 gene-IL22RA2_tGut +TCONS_00029932 gene-IL22RA2_tGut +TCONS_00029933 gene-IFNGR1_tGut +TCONS_00029934 gene-OLIG3_tGut +TCONS_00029935 gene-PERPA_gGal +TCONS_00029936 gene-PERPB_gGal +TCONS_00029937 gene-NHSL1_tGut +TCONS_00029939 gene-NHSL1_tGut +TCONS_00029938 gene-NHSL1_tGut +TCONS_00029941 gene-NHSL1_tGut +TCONS_00029940 gene-NHSL1_tGut +TCONS_00029943 gene-NHSL1_tGut +TCONS_00029942 gene-NHSL1_tGut +TCONS_00029946 gene-NHSL1_tGut +TCONS_00029945 gene-NHSL1_tGut +TCONS_00029944 gene-NHSL1_tGut +TCONS_00029949 gene-NHSL1_tGut +TCONS_00029950 gene-NHSL1_tGut +TCONS_00029948 gene-NHSL1_tGut +TCONS_00029947 gene-NHSL1_tGut +TCONS_00029951 gene-NHSL1_tGut +TCONS_00029952 gene-NHSL1_tGut +TCONS_00029953 gene-REPS1_tGut +TCONS_00029957 gene-REPS1_tGut +TCONS_00029959 gene-REPS1_tGut +TCONS_00029961 gene-REPS1_tGut +TCONS_00029963 gene-REPS1_tGut +TCONS_00029965 gene-REPS1_tGut +TCONS_00029967 gene-REPS1_tGut +TCONS_00029969 gene-REPS1_tGut +TCONS_00029971 gene-REPS1_tGut +TCONS_00029973 gene-REPS1_tGut +TCONS_00029972 gene-REPS1_tGut +TCONS_00029970 gene-REPS1_tGut +TCONS_00029968 gene-REPS1_tGut +TCONS_00029966 gene-REPS1_tGut +TCONS_00029964 gene-REPS1_tGut +TCONS_00029962 gene-REPS1_tGut +TCONS_00029960 gene-REPS1_tGut +TCONS_00029958 gene-REPS1_tGut +TCONS_00029956 gene-REPS1_tGut +TCONS_00029955 gene-REPS1_tGut +TCONS_00029954 gene-REPS1_tGut +TCONS_00029975 gene-TXLNB_tGut +TCONS_00029974 gene-TXLNB_tGut +TCONS_00029976 gene-TXLNB_tGut +TCONS_00029977 gene-CITED2_tGut +TCONS_00029978 gene-NMBR_tGut +TCONS_00029979 gene-HIVEP2_tGut +TCONS_00029980 gene-ADAT2_tGut +TCONS_00029981 gene-ADAT2_tGut +TCONS_00029982 gene-FUCA2_tGut +TCONS_00029983 gene-PLAGL1_tGut +TCONS_00029984 gene-PLAGL1_tGut +TCONS_00029985 gene-RSPH3_tGut +TCONS_00029986 gene-RSPH3_tGut +TCONS_00029987 gene-TAGAP_gGal +TCONS_00029988 gene-TAGAP_gGal +TCONS_00029989 gene-SYTL3_tGut +TCONS_00029990 gene-TMEM181_tGut +TCONS_00029992 gene-TMEM181_tGut +TCONS_00029991 gene-TMEM181_tGut +TCONS_00029994 gene-TMEM181_tGut +TCONS_00029993 gene-TMEM181_tGut +TCONS_00029995 gene-TMEM181_tGut +TCONS_00029996 gene-TULP4_tGut +TCONS_00029997 gene-GTF2H5_gGal +TCONS_00029998 gene-SYNJ2_tGut +TCONS_00029999 gene-SYNJ2_tGut +TCONS_00030000 gene-SYNJ2_tGut +TCONS_00030002 gene-SNX9_tGut +TCONS_00030001 gene-SNX9_tGut +TCONS_00030004 gene-SNX9_tGut +TCONS_00030003 gene-SNX9_tGut +TCONS_00030007 gene-ZDHHC14_tGut +TCONS_00030009 gene-ZDHHC14_tGut +TCONS_00030011 gene-ZDHHC14_tGut +TCONS_00030013 gene-ZDHHC14_tGut +TCONS_00030012 gene-ZDHHC14_tGut +TCONS_00030010 gene-ZDHHC14_tGut +TCONS_00030008 gene-ZDHHC14_tGut +TCONS_00030006 gene-ZDHHC14_tGut +TCONS_00030005 gene-ZDHHC14_tGut +TCONS_00030014 gene-CLDN20_tGut +TCONS_00030016 gene-TIAM2_tGut +TCONS_00030015 gene-TIAM2_tGut +TCONS_00030017 gene-SCAF8_tGut +TCONS_00030018 gene-SCAF8_tGut +TCONS_00030020 gene-SCAF8_tGut +TCONS_00030019 gene-SCAF8_tGut +TCONS_00030021 gene-OPRM1_tGut +TCONS_00030022 gene-OPRM1_tGut +TCONS_00030024 gene-VIP_gGal +TCONS_00030023 gene-VIP_gGal +TCONS_00030025 gene-MYCT1_tGut +TCONS_00030026 gene-MYCT1_tGut +TCONS_00030027 gene-ESR1_tGut +TCONS_00030028 gene-CCDC170_tGut +TCONS_00030029 gene-AKAP12_tGut +TCONS_00030030 gene-AKAP12_tGut +TCONS_00030031 gene-AKAP12_tGut +TCONS_00030032 gene-MTHFD1L_tGut +TCONS_00030033 gene-PLEKHG1_tGut +TCONS_00030034 gene-PLEKHG1_tGut +TCONS_00030035 gene-PLEKHG1_tGut +TCONS_00030036 gene-IYD_tGut +TCONS_00030038 gene-PPP1R14C_tGut +TCONS_00030037 gene-PPP1R14C_tGut +TCONS_00030039 gene-PCMT1_tGut +TCONS_00030040 gene-PCMT1_tGut +TCONS_00030041 gene-GINM1_tGut +TCONS_00030042 gene-GINM1_tGut +TCONS_00030043 gene-SOD2_tGut +TCONS_00030044 gene-WTAP_gGal +TCONS_00030046 gene-WTAP_gGal +TCONS_00030045 gene-WTAP_gGal +TCONS_00030047 gene-TCP1_tGut +TCONS_00030048 gene-LOC421583_gGal +TCONS_00030049 gene-LOC100231371_tGut-2 +TCONS_00030050 gene-LOC100231371_tGut-1 +TCONS_00030051 gene-PLG_gGal-like-2 +TCONS_00030052 gene-LOC124418354_gGal +TCONS_00030055 gene-MYB_tGut +TCONS_00030057 gene-MYB_tGut +TCONS_00030056 gene-MYB_tGut +TCONS_00030054 gene-MYB_tGut +TCONS_00030053 gene-MYB_tGut +TCONS_00030058 gene-TBPL1_tGut +TCONS_00030059 gene-TCF21_tGut +TCONS_00030061 gene-EYA4_tGut +TCONS_00030060 gene-EYA4_tGut +TCONS_00030066 gene-EYA4_tGut +TCONS_00030068 gene-EYA4_tGut +TCONS_00030070 gene-EYA4_tGut +TCONS_00030072 gene-EYA4_tGut +TCONS_00030074 gene-EYA4_tGut +TCONS_00030076 gene-EYA4_tGut +TCONS_00030078 gene-EYA4_tGut +TCONS_00030080 gene-EYA4_tGut +TCONS_00030082 gene-EYA4_tGut +TCONS_00030084 gene-EYA4_tGut +TCONS_00030086 gene-EYA4_tGut +TCONS_00030088 gene-EYA4_tGut +TCONS_00030090 gene-EYA4_tGut +TCONS_00030091 gene-EYA4_tGut +TCONS_00030089 gene-EYA4_tGut +TCONS_00030087 gene-EYA4_tGut +TCONS_00030085 gene-EYA4_tGut +TCONS_00030083 gene-EYA4_tGut +TCONS_00030081 gene-EYA4_tGut +TCONS_00030079 gene-EYA4_tGut +TCONS_00030077 gene-EYA4_tGut +TCONS_00030075 gene-EYA4_tGut +TCONS_00030073 gene-EYA4_tGut +TCONS_00030071 gene-EYA4_tGut +TCONS_00030069 gene-EYA4_tGut +TCONS_00030067 gene-EYA4_tGut +TCONS_00030065 gene-EYA4_tGut +TCONS_00030064 gene-EYA4_tGut +TCONS_00030063 gene-EYA4_tGut +TCONS_00030062 gene-EYA4_tGut +TCONS_00030092 gene-RPS12_tGut +TCONS_00030093 gene-RPS12_tGut +TCONS_00030094 gene-ENPP1_tGut +TCONS_00030095 gene-ENPP1_tGut +TCONS_00030096 gene-ENPP3_tGut +TCONS_00030097 gene-AKAP7_tGut +TCONS_00030098 gene-AKAP7_tGut +TCONS_00030099 gene-TMEM200A_tGut +TCONS_00030100 gene-L3MBTL3_tGut +TCONS_00030101 gene-L3MBTL3_tGut +TCONS_00030102 gene-L3MBTL3_tGut +TCONS_00030103 gene-C3H6orf58_tGut +TCONS_00030104 gene-RNF146_tGut +TCONS_00030105 gene-RSPO3_tGut +TCONS_00030106 gene-CENPW_tGut +TCONS_00030107 gene-TRMT11_tGut +TCONS_00030108 gene-HINT3_tGut +TCONS_00030109 gene-NCOA7_tGut +TCONS_00030110 gene-NCOA7_tGut +TCONS_00030113 gene-NCOA7_tGut +TCONS_00030112 gene-NCOA7_tGut +TCONS_00030111 gene-NCOA7_tGut +TCONS_00030114 gene-HEY2_tGut +TCONS_00030115 gene-TPD52L1_tGut +TCONS_00030117 gene-TPD52L1_tGut +TCONS_00030116 gene-TPD52L1_tGut +TCONS_00030118 gene-RNF217_tGut +TCONS_00030119 gene-RNF217_tGut +TCONS_00030120 gene-RNF217_tGut +TCONS_00030121 gene-NKAIN2_tGut +TCONS_00030122 gene-NKAIN2_tGut +TCONS_00030123 gene-CLVS2_tGut +TCONS_00030125 gene-SMPDL3A_tGut +TCONS_00030124 gene-SMPDL3A_tGut +TCONS_00030126 gene-FABP7_tGut +TCONS_00030128 gene-PKIB_tGut +TCONS_00030127 gene-PKIB_tGut +TCONS_00030130 gene-HSF2_tGut +TCONS_00030129 gene-HSF2_tGut +TCONS_00030132 gene-HSF2_tGut +TCONS_00030131 gene-HSF2_tGut +TCONS_00030133 gene-GJA1_tGut +TCONS_00030134 gene-MCM9_tGut +TCONS_00030135 gene-PLN_tGut +TCONS_00030136 gene-SLC35F1_tGut +TCONS_00030137 gene-SLC35F1_tGut +TCONS_00030138 gene-NUS1_tGut +TCONS_00030139 gene-NUS1_tGut +TCONS_00030140 gene-NUS1_tGut +TCONS_00030141 gene-NUS1_tGut +TCONS_00030142 gene-DCBLD1_tGut +TCONS_00030143 gene-VGLL2_tGut +TCONS_00030144 gene-VGLL2_tGut +TCONS_00030146 gene-VGLL2_tGut +TCONS_00030145 gene-VGLL2_tGut +TCONS_00030147 gene-RFX6_tGut +TCONS_00030148 gene-RFX6_tGut +TCONS_00030149 gene-KPNA5_tGut +TCONS_00030150 gene-KPNA5_tGut +TCONS_00030151 gene-KPNA5_tGut +TCONS_00030152 gene-RWDD1_tGut +TCONS_00030153 gene-CALHM4_tGut +TCONS_00030154 gene-CALHM5_tGut +TCONS_00030155 gene-CALHM6_tGut +TCONS_00030156 gene-DSE_tGut +TCONS_00030157 gene-NT5DC1_tGut +TCONS_00030158 gene-NT5DC1_tGut +TCONS_00030159 gene-NT5DC1_tGut +TCONS_00030160 gene-MARCKS_tGut +TCONS_00030161 gene-MARCKS_tGut +TCONS_00030162 gene-CCN6_tGut +TCONS_00030163 gene-LOC124417876_gGal +TCONS_00030164 gene-MFSD4B_tGut +TCONS_00030165 gene-SLC16A10_tGut +TCONS_00030167 gene-SLC16A10_tGut +TCONS_00030166 gene-SLC16A10_tGut +TCONS_00030168 gene-RPF2_tGut +TCONS_00030169 gene-RPF2_tGut +TCONS_00030170 gene-GTF3C6_tGut +TCONS_00030171 gene-GTF3C6_tGut +TCONS_00030172 gene-AMD1_tGut +TCONS_00030173 gene-CDC40_tGut +TCONS_00030174 gene-CDC40_tGut +TCONS_00030175 gene-GPR6_tGut +TCONS_00030176 gene-FIG4_tGut +TCONS_00030177 gene-FIG4_tGut +TCONS_00030178 gene-CEP57L1_tGut +TCONS_00030179 gene-CEP57L1_tGut +TCONS_00030181 gene-ARMC2_tGut +TCONS_00030180 gene-ARMC2_tGut +TCONS_00030182 gene-ARMC2_tGut +TCONS_00030183 gene-FOXO3_tGut +TCONS_00030184 gene-AFG1L_tGut +TCONS_00030185 gene-NR2E1_tGut +TCONS_00030187 gene-SOBP_gGal +TCONS_00030186 gene-SOBP_gGal +TCONS_00030188 gene-MTRES1_tGut +TCONS_00030190 gene-QRSL1_tGut +TCONS_00030189 gene-QRSL1_tGut +TCONS_00030191 gene-CRYBG1_tGut +TCONS_00030193 gene-CRYBG1_tGut +TCONS_00030192 gene-CRYBG1_tGut +TCONS_00030194 gene-PRDM1_tGut +TCONS_00030195 gene-PRDM1_tGut +TCONS_00030196 gene-PRDM1_tGut +TCONS_00030197 gene-PRDM1_tGut +TCONS_00030198 gene-PRDM1_tGut +TCONS_00030200 gene-LIN28B_tGut +TCONS_00030199 gene-LIN28B_tGut +TCONS_00030202 gene-LIN28B_tGut +TCONS_00030201 gene-LIN28B_tGut +TCONS_00030203 gene-GRIK2_tGut +TCONS_00030204 gene-GRIK2_tGut +TCONS_00030205 gene-GRIK2_tGut +TCONS_00030206 gene-GRIK2_tGut +TCONS_00030207 gene-GRIK2_tGut +TCONS_00030208 gene-PRDM13_tGut +TCONS_00030209 gene-TSTD3_tGut +TCONS_00030210 gene-POU3F2_tGut +TCONS_00030211 gene-KLHL32_tGut +TCONS_00030213 gene-KLHL32_tGut +TCONS_00030212 gene-KLHL32_tGut +TCONS_00030214 gene-FHL5_tGut +TCONS_00030215 gene-FHL5_tGut +TCONS_00030216 gene-UFL1_tGut +TCONS_00030217 gene-FUT9_tGut +TCONS_00030218 gene-FUT9_tGut +TCONS_00030219 gene-MANEA_tGut +TCONS_00030220 gene-GJA10_tGut +TCONS_00030221 gene-CASP8AP2_tGut +TCONS_00030222 gene-CASP8AP2_tGut +TCONS_00030225 gene-ANKRD6_tGut +TCONS_00030224 gene-ANKRD6_tGut +TCONS_00030223 gene-ANKRD6_tGut +TCONS_00030228 gene-ANKRD6_tGut +TCONS_00030229 gene-ANKRD6_tGut +TCONS_00030227 gene-ANKRD6_tGut +TCONS_00030226 gene-ANKRD6_tGut +TCONS_00030230 gene-PM20D2_tGut +TCONS_00030231 gene-PNRC1_tGut +TCONS_00030233 gene-ORC3_tGut +TCONS_00030232 gene-ORC3_tGut +TCONS_00030234 gene-SLC35A1_tGut +TCONS_00030235 gene-SLC35A1_tGut +TCONS_00030236 gene-CFAP206_tGut +TCONS_00030237 gene-CFAP206_tGut +TCONS_00030238 gene-SMIM8_tGut +TCONS_00030239 gene-ZNF292_tGut +TCONS_00030240 gene-ZNF292_tGut +TCONS_00030241 gene-HTR1E_tGut +TCONS_00030242 gene-NT5E_tGut +TCONS_00030243 gene-LOC124417886_gGal +TCONS_00030244 gene-MRAP2_tGut +TCONS_00030245 gene-CYB5R4_gGal +TCONS_00030246 gene-CYB5R4_gGal +TCONS_00030247 gene-RIPPLY2_tGut +TCONS_00030248 gene-PRSS35_tGut +TCONS_00030249 gene-RWDD2A_tGut +TCONS_00030250 gene-DOP1A_tGut +TCONS_00030254 gene-DOP1A_tGut +TCONS_00030253 gene-DOP1A_tGut +TCONS_00030252 gene-DOP1A_tGut +TCONS_00030251 gene-DOP1A_tGut +TCONS_00030255 gene-TPBG_tGut +TCONS_00030256 gene-BCKDHB_tGut +TCONS_00030257 gene-TTK_tGut +TCONS_00030258 gene-SH3BGRL2_gGal +TCONS_00030259 gene-IRAK1BP1_tGut +TCONS_00030260 gene-MEI4_tGut +TCONS_00030261 gene-MYO6_tGut +TCONS_00030262 gene-MYO6_tGut +TCONS_00030263 gene-SENP6_tGut +TCONS_00030267 gene-SENP6_tGut +TCONS_00030269 gene-SENP6_tGut +TCONS_00030270 gene-SENP6_tGut +TCONS_00030268 gene-SENP6_tGut +TCONS_00030266 gene-SENP6_tGut +TCONS_00030265 gene-SENP6_tGut +TCONS_00030264 gene-SENP6_tGut +TCONS_00030271 gene-SENP6_tGut +TCONS_00030272 gene-LOC121113194_gGal +TCONS_00030273 gene-CD109_tGut +TCONS_00030274 gene-MTO1_tGut +TCONS_00030275 gene-MTO1_tGut +TCONS_00030276 gene-MTO1_tGut +TCONS_00030277 gene-DDX43_tGut +TCONS_00030280 gene-KCNQ5_tGut +TCONS_00030279 gene-KCNQ5_tGut +TCONS_00030278 gene-KCNQ5_tGut +TCONS_00030281 gene-RIMS1_tGut +TCONS_00030285 gene-RIMS1_tGut +TCONS_00030287 gene-RIMS1_tGut +TCONS_00030289 gene-RIMS1_tGut +TCONS_00030291 gene-RIMS1_tGut +TCONS_00030293 gene-RIMS1_tGut +TCONS_00030295 gene-RIMS1_tGut +TCONS_00030297 gene-RIMS1_tGut +TCONS_00030299 gene-RIMS1_tGut +TCONS_00030301 gene-RIMS1_tGut +TCONS_00030303 gene-RIMS1_tGut +TCONS_00030305 gene-RIMS1_tGut +TCONS_00030307 gene-RIMS1_tGut +TCONS_00030309 gene-RIMS1_tGut +TCONS_00030311 gene-RIMS1_tGut +TCONS_00030313 gene-RIMS1_tGut +TCONS_00030314 gene-RIMS1_tGut +TCONS_00030312 gene-RIMS1_tGut +TCONS_00030310 gene-RIMS1_tGut +TCONS_00030308 gene-RIMS1_tGut +TCONS_00030306 gene-RIMS1_tGut +TCONS_00030304 gene-RIMS1_tGut +TCONS_00030302 gene-RIMS1_tGut +TCONS_00030300 gene-RIMS1_tGut +TCONS_00030298 gene-RIMS1_tGut +TCONS_00030296 gene-RIMS1_tGut +TCONS_00030294 gene-RIMS1_tGut +TCONS_00030292 gene-RIMS1_tGut +TCONS_00030290 gene-RIMS1_tGut +TCONS_00030288 gene-RIMS1_tGut +TCONS_00030286 gene-RIMS1_tGut +TCONS_00030284 gene-RIMS1_tGut +TCONS_00030283 gene-RIMS1_tGut +TCONS_00030282 gene-RIMS1_tGut +TCONS_00030315 gene-RIMS1_tGut +TCONS_00030316 gene-LOC107053126_gGal +TCONS_00030317 gene-SMAP1_tGut +TCONS_00030319 gene-SMAP1_tGut +TCONS_00030318 gene-SMAP1_tGut +TCONS_00030320 gene-SDHAF4_tGut +TCONS_00030321 gene-SDHAF4_tGut +TCONS_00030323 gene-FAM135A_tGut +TCONS_00030322 gene-FAM135A_tGut +TCONS_00030326 gene-COL19A1_gGal +TCONS_00030325 gene-COL19A1_gGal +TCONS_00030324 gene-COL19A1_gGal +TCONS_00030327 gene-COL19A1_gGal +TCONS_00030328 gene-PHF3_tGut +TCONS_00030329 gene-PHF3_tGut +TCONS_00030330 gene-PTP4A1_tGut +TCONS_00030331 gene-PTP4A1_gGal-2 +TCONS_00030332 gene-PRIM2_tGut +TCONS_00030333 gene-BAG2_tGut +TCONS_00030334 gene-BAG2_tGut +TCONS_00030335 gene-ZNF451_tGut +TCONS_00030336 gene-ZNF451_tGut +TCONS_00030337 gene-BEND6_tGut +TCONS_00030338 gene-BEND6_tGut +TCONS_00030340 gene-BEND6_tGut +TCONS_00030339 gene-BEND6_tGut +TCONS_00030342 gene-GFRAL_tGut +TCONS_00030341 gene-GFRAL_tGut +TCONS_00030343 gene-GFRAL_tGut +TCONS_00030344 gene-HCRTR2_tGut +TCONS_00030345 gene-FAM83B_tGut +TCONS_00030346 gene-TINAG_tGut +TCONS_00030347 gene-MLIP_gGal +TCONS_00030348 gene-MLIP_gGal +TCONS_00030352 gene-MLIP_gGal +TCONS_00030351 gene-MLIP_gGal +TCONS_00030350 gene-MLIP_gGal +TCONS_00030349 gene-MLIP_gGal +TCONS_00030354 gene-MLIP_gGal +TCONS_00030353 gene-MLIP_gGal +TCONS_00030356 gene-LOC115494251_tGut +TCONS_00030355 gene-LOC115494251_tGut +TCONS_00030359 gene-LRRC1_tGut +TCONS_00030358 gene-LRRC1_tGut +TCONS_00030357 gene-LRRC1_tGut +TCONS_00030360 gene-FBXO9_tGut +TCONS_00030361 gene-FBXO9_tGut +TCONS_00030362 gene-TMEM14A_tGut +TCONS_00030363 gene-AGPAT5_tGut +TCONS_00030364 gene-MCPH1_tGut +TCONS_00030366 gene-MCPH1_tGut +TCONS_00030365 gene-MCPH1_tGut +TCONS_00030368 gene-MYOM2_tGut +TCONS_00030367 gene-MYOM2_tGut +TCONS_00030369 gene-KBTBD11_tGut +TCONS_00030371 gene-ARHGEF10_tGut +TCONS_00030370 gene-ARHGEF10_tGut +TCONS_00030372 gene-CLN8_tGut +TCONS_00030373 gene-DLGAP2_tGut +TCONS_00030374 gene-DLGAP2_tGut +TCONS_00030377 gene-FBXO25_tGut +TCONS_00030378 gene-FBXO25_tGut +TCONS_00030376 gene-FBXO25_tGut +TCONS_00030375 gene-FBXO25_tGut +TCONS_00030379 gene-FBXO25_tGut +TCONS_00030380 gene-FAM110C_tGut +TCONS_00030381 gene-SH3YL1_tGut +TCONS_00030382 gene-SH3YL1_tGut +TCONS_00030383 gene-SH3YL1_tGut +TCONS_00030384 gene-ALKAL2_tGut +TCONS_00030385 gene-TMEM18_tGut +TCONS_00030387 gene-PXDN_tGut +TCONS_00030386 gene-PXDN_tGut +TCONS_00030390 gene-EIPR1_tGut +TCONS_00030389 gene-EIPR1_tGut +TCONS_00030388 gene-EIPR1_tGut +TCONS_00030391 gene-ADI1_tGut +TCONS_00030392 gene-RNASEH1_tGut +TCONS_00030393 gene-CMPK2_tGut-like-1 +TCONS_00030396 gene-KIDINS220_gGal +TCONS_00030398 gene-KIDINS220_gGal +TCONS_00030400 gene-KIDINS220_gGal +TCONS_00030402 gene-KIDINS220_gGal +TCONS_00030403 gene-KIDINS220_gGal +TCONS_00030401 gene-KIDINS220_gGal +TCONS_00030399 gene-KIDINS220_gGal +TCONS_00030397 gene-KIDINS220_gGal +TCONS_00030395 gene-KIDINS220_gGal +TCONS_00030394 gene-KIDINS220_gGal +TCONS_00030404 gene-MBOAT2_tGut +TCONS_00030405 gene-MBOAT2_tGut +TCONS_00030408 gene-ITGB1BP1_tGut +TCONS_00030407 gene-ITGB1BP1_tGut +TCONS_00030406 gene-ITGB1BP1_tGut +TCONS_00030409 gene-ADAM17_tGut +TCONS_00030410 gene-ADAM17_tGut +TCONS_00030411 gene-YWHAQ_tGut +TCONS_00030412 gene-LOC421935_gGal +TCONS_00030413 gene-ODC1_tGut +TCONS_00030414 gene-NOL10_tGut +TCONS_00030415 gene-NOL10_tGut +TCONS_00030416 gene-PDIA6_tGut +TCONS_00030418 gene-ROCK2_tGut +TCONS_00030417 gene-ROCK2_tGut +TCONS_00030420 gene-ROCK2_tGut +TCONS_00030419 gene-ROCK2_tGut +TCONS_00030421 gene-E2F6_tGut +TCONS_00030422 gene-E2F6_tGut +TCONS_00030425 gene-NBAS_tGut +TCONS_00030424 gene-NBAS_tGut +TCONS_00030423 gene-NBAS_tGut +TCONS_00030426 gene-CYRIA_tGut +TCONS_00030428 gene-CYRIA_tGut +TCONS_00030427 gene-CYRIA_tGut +TCONS_00030430 gene-CYRIA_tGut +TCONS_00030429 gene-CYRIA_tGut +TCONS_00030432 gene-CYRIA_tGut +TCONS_00030431 gene-CYRIA_tGut +TCONS_00030433 gene-RAD51AP2_tGut +TCONS_00030434 gene-SMC6_tGut +TCONS_00030435 gene-ZPAX_gGal +TCONS_00030436 gene-RDH14_gGal +TCONS_00030437 gene-NT5C1B_gGal +TCONS_00030438 gene-OSR1_tGut +TCONS_00030439 gene-TTC32_tGut +TCONS_00030441 gene-WDR35_tGut +TCONS_00030440 gene-WDR35_tGut +TCONS_00030442 gene-MATN3_tGut +TCONS_00030443 gene-LAPTM4A_tGut +TCONS_00030444 gene-LAPTM4A_tGut +TCONS_00030445 gene-SDC1_tGut +TCONS_00030448 gene-PUM2_tGut +TCONS_00030449 gene-PUM2_tGut +TCONS_00030447 gene-PUM2_tGut +TCONS_00030446 gene-PUM2_tGut +TCONS_00030451 gene-PUM2_tGut +TCONS_00030450 gene-PUM2_tGut +TCONS_00030452 gene-LDAH_tGut +TCONS_00030453 gene-LDAH_tGut +TCONS_00030454 gene-LDAH_tGut +TCONS_00030455 gene-LDAH_tGut +TCONS_00030456 gene-APOB_tGut +TCONS_00030457 gene-ATAD2B_tGut +TCONS_00030461 gene-ATAD2B_tGut +TCONS_00030462 gene-ATAD2B_tGut +TCONS_00030460 gene-ATAD2B_tGut +TCONS_00030459 gene-ATAD2B_tGut +TCONS_00030458 gene-ATAD2B_tGut +TCONS_00030463 gene-WDCP_gGal +TCONS_00030464 gene-WDCP_gGal +TCONS_00030465 gene-WDCPL_gGal +TCONS_00030466 gene-SF3B6_tGut +TCONS_00030467 gene-TP53I3_tGut +TCONS_00030468 gene-ITSN2_tGut +TCONS_00030469 gene-ITSN2_tGut +TCONS_00030471 gene-ITSN2_tGut +TCONS_00030470 gene-ITSN2_tGut +TCONS_00030472 gene-MRPL19_tGut +TCONS_00030473 gene-OPN5_gGal +TCONS_00030474 gene-ADGRF4_tGut +TCONS_00030475 gene-ADGRF4_tGut +TCONS_00030476 gene-CD2AP_gGal +TCONS_00030478 gene-CD2AP_gGal +TCONS_00030477 gene-CD2AP_gGal +TCONS_00030480 gene-CD2AP_gGal +TCONS_00030479 gene-CD2AP_gGal +TCONS_00030481 gene-MEP1A_tGut +TCONS_00030482 gene-MEP1A_tGut +TCONS_00030483 gene-ANKRD66_tGut +TCONS_00030484 gene-PLA2G7_tGut +TCONS_00030485 gene-TDRD6_tGut +TCONS_00030486 gene-ENPP4_tGut +TCONS_00030488 gene-RUNX2_tGut +TCONS_00030487 gene-RUNX2_tGut +TCONS_00030489 gene-RUNX2_tGut +TCONS_00030490 gene-CDC5L_tGut +TCONS_00030491 gene-CDC5L_tGut +TCONS_00030492 gene-LOC105759121_tGut +TCONS_00030493 gene-MMUT_tGut +TCONS_00030494 gene-CYP2AC2_gGal +TCONS_00030495 gene-RHAG_tGut +TCONS_00030496 gene-LOC115494701_tGut +TCONS_00030497 gene-CRISP2_gGal +TCONS_00030498 gene-PKHD1_gGal +TCONS_00030499 gene-IL17F_gGal +TCONS_00030500 gene-MCM3_tGut +TCONS_00030501 gene-TRAM2_tGut +TCONS_00030502 gene-TRAM2_tGut +TCONS_00030503 gene-XKR5_tGut +TCONS_00030504 gene-XKR5_tGut +TCONS_00030505 gene-AvBD1_gGal-like-3 +TCONS_00030506 gene-AvBD3_gGal-like-1 +TCONS_00030507 gene-AvBD3_gGal-like-4 +TCONS_00030508 gene-AvBD1_gGal-like-1 +TCONS_00030509 gene-DEFB4A_gGal +TCONS_00030510 reg_2560_gGal +TCONS_00030511 gene-AvBD9_gGal +TCONS_00030512 gene-AvBD10_gGal +TCONS_00030513 gene-FDFT1_tGut +TCONS_00030514 gene-NEIL2_gGal +TCONS_00030515 gene-GATA4_tGut +TCONS_00030516 gene-BLK_tGut +TCONS_00030517 gene-BLK_tGut +TCONS_00030518 gene-TDH_gGal +TCONS_00030519 gene-MTMR9_tGut +TCONS_00030520 gene-OVODB1_gGal +TCONS_00030521 gene-PRSS55_tGut +TCONS_00030522 gene-PRSS55_tGut +TCONS_00030523 gene-MSRA_tGut +TCONS_00030524 gene-MSRA_tGut +TCONS_00030525 gene-MSRA_tGut +TCONS_00030528 gene-MSRA_tGut +TCONS_00030527 gene-MSRA_tGut +TCONS_00030526 gene-MSRA_tGut +TCONS_00030531 gene-HMBOX1_tGut +TCONS_00030533 gene-HMBOX1_tGut +TCONS_00030535 gene-HMBOX1_tGut +TCONS_00030534 gene-HMBOX1_tGut +TCONS_00030532 gene-HMBOX1_tGut +TCONS_00030530 gene-HMBOX1_tGut +TCONS_00030529 gene-HMBOX1_tGut +TCONS_00030538 gene-HMBOX1_tGut +TCONS_00030537 gene-HMBOX1_tGut +TCONS_00030536 gene-HMBOX1_tGut +TCONS_00030539 gene-EXTL3_tGut +TCONS_00030540 gene-FZD3_tGut +TCONS_00030541 gene-FZD3_tGut +TCONS_00030542 gene-CSPG5_tGut-1 +TCONS_00030543 gene-KCNK3_tGut-like-2 +TCONS_00030544 gene-HADHB_tGut +TCONS_00030545 gene-GAREM2_tGut +TCONS_00030546 gene-GAREM2_tGut +TCONS_00030547 gene-RAB10_tGut-like-2 +TCONS_00030548 gene-DNMT3A_tGut-like-1 +TCONS_00030549 gene-OST4_tGut-5 +TCONS_00030550 gene-CGREF1_tGut +TCONS_00030551 gene-PREB_tGut +TCONS_00030552 gene-SLC5A6_gGal-like-2 +TCONS_00030555 gene-TRIM54_tGut +TCONS_00030554 gene-TRIM54_tGut +TCONS_00030553 gene-TRIM54_tGut +TCONS_00030556 gene-DNAJC5G_tGut +TCONS_00030558 gene-LOC100218564_tGut +TCONS_00030557 gene-LOC100218564_tGut +TCONS_00030559 gene-GTF3C2_tGut +TCONS_00030560 gene-EIF2B4_tGut +TCONS_00030563 gene-ZNF513_tGut +TCONS_00030562 gene-ZNF513_tGut +TCONS_00030561 gene-ZNF513_tGut +TCONS_00030564 gene-PPM1G_tGut +TCONS_00030565 gene-IFT172_tGut +TCONS_00030566 gene-FNDC4_tGut +TCONS_00030568 gene-ZNF512_tGut +TCONS_00030567 gene-ZNF512_tGut +TCONS_00030569 gene-PBK_gGal +TCONS_00030570 gene-SCARA5_tGut-like-1 +TCONS_00030571 gene-STMN4_tGut +TCONS_00030572 gene-STMN4_tGut +TCONS_00030574 gene-TRIM35_tGut-3 +TCONS_00030573 gene-TRIM35_tGut-3 +TCONS_00030575 gene-DRC1_tGut-3 +TCONS_00030576 gene-CHRNA2_tGut-like-2 +TCONS_00030577 gene-CHRNA2_tGut-like-2 +TCONS_00030578 gene-EPHX2_tGut +TCONS_00030579 gene-MAF1_tGut-like-1 +TCONS_00030580 gene-MAF1_tGut-like-1 +TCONS_00030581 gene-MAF1_tGut-like-1 +TCONS_00030583 gene-MAF1_tGut-like-1 +TCONS_00030582 gene-MAF1_tGut-like-1 +TCONS_00030584 gene-LOC121108182_gGal-4 +TCONS_00030585 gene-LOC121113444_gGal +TCONS_00030586 gene-MTFP1_gGal-2 +TCONS_00030587 gene-CENPO_gGal-2 +TCONS_00030588 gene-NCOA1_tGut +TCONS_00030589 gene-NCOA1_tGut +TCONS_00030590 gene-LOC121108856_gGal-like-7 +TCONS_00030591 gene-LOC121108856_gGal-like-7 +TCONS_00030592 gene-LMF2_tGut-like-6 +TCONS_00030593 gene-LOC121108856_gGal-like-7 +TCONS_00030594 gene-LOC121108856_gGal-like-13 +TCONS_00030595 gene-LOC121108856_gGal-like-9 +TCONS_00030596 gene-PTRHD1_tGut-2 +TCONS_00030597 gene-PTRHD1_tGut-2 +TCONS_00030599 gene-ADCY3_gGal +TCONS_00030598 gene-ADCY3_tGut-like-1 +TCONS_00030600 gene-ADCY3_tGut-like-1 +TCONS_00030601 gene-DNAJC27_tGut-like-3 +TCONS_00030602 gene-LOC777082_gGal-like-5 +TCONS_00030603 gene-POMC_tGut +TCONS_00030604 gene-LOC115494645_tGut-1 +TCONS_00030605 gene-TMEM199_tGut-like-3 +TCONS_00030606 gene-SLC35F6_gGal-1 +TCONS_00030608 gene-TAP1_gGal-like-2 +TCONS_00030607 gene-TAP1_gGal-like-2 +TCONS_00030611 gene-TNX_gGal-like-3 +TCONS_00030613 gene-TNX_gGal-like-3 +TCONS_00030615 gene-TNX_gGal-like-3 +TCONS_00030617 gene-TNX_gGal-like-3 +TCONS_00030619 gene-TNX_gGal-like-3 +TCONS_00030621 gene-TNX_gGal-like-3 +TCONS_00030620 gene-TNX_gGal-like-3 +TCONS_00030618 gene-TNX_gGal-like-3 +TCONS_00030616 gene-TNX_gGal-like-3 +TCONS_00030614 gene-TNX_gGal-like-3 +TCONS_00030612 gene-TNX_gGal-like-3 +TCONS_00030610 gene-TNX_gGal-like-3 +TCONS_00030609 gene-TNX_gGal-like-3 +TCONS_00030622 gene-TNX_gGal-like-3 +TCONS_00030623 gene-TNX_gGal-like-3 +TCONS_00030624 gene-LOC121468543_tGut +TCONS_00030626 gene-SYCP1_tGut +TCONS_00030625 gene-SYCP1_tGut +TCONS_00030627 gene-TAP2_gGal-like-1 +TCONS_00030628 gene-TAP1_gGal-like-1 +TCONS_00030629 gene-LOC115497682_tGut-like-4 +TCONS_00030631 gene-LOC115497682_tGut-like-4 +TCONS_00030630 gene-LOC115497682_tGut-like-4 +TCONS_00030632 gene-LOC115497682_tGut-like-4 +TCONS_00030633 gene-CYP4F11_gGal-2 +TCONS_00030634 gene-CYP4F11_gGal-4 +TCONS_00030635 gene-GABARAPL2_tGut +TCONS_00030636 gene-GABARAPL2_tGut +TCONS_00030637 gene-KARS1_tGut +TCONS_00030638 gene-MARVELD3_gGal +TCONS_00030639 gene-ATXN1L_tGut +TCONS_00030640 gene-IST1_tGut +TCONS_00030642 gene-IST1_tGut +TCONS_00030641 gene-IST1_tGut +TCONS_00030643 gene-DHODH_tGut +TCONS_00030644 gene-DHX38_tGut +TCONS_00030646 gene-PSMD7_tGut +TCONS_00030645 gene-PSMD7_tGut +TCONS_00030647 gene-NOB1_tGut +TCONS_00030650 gene-TERF2_tGut +TCONS_00030651 gene-TERF2_tGut +TCONS_00030649 gene-TERF2_tGut +TCONS_00030648 gene-TERF2_tGut +TCONS_00030652 gene-TMED6_tGut-2 +TCONS_00030653 gene-COG8_tGut-1 +TCONS_00030654 gene-COG8_tGut-1 +TCONS_00030655 gene-COG8_tGut-1 +TCONS_00030656 gene-CHTF8_tGut +TCONS_00030658 gene-URAH_gGal +TCONS_00030657 gene-URAH_gGal +TCONS_00030659 gene-URAH_gGal +TCONS_00030661 gene-DBNDD1_tGut-2 +TCONS_00030660 gene-DBNDD1_tGut-2 +TCONS_00030663 gene-DBNDD1_tGut-2 +TCONS_00030662 gene-DBNDD1_tGut-2 +TCONS_00030664 gene-LOC124417180_gGal-1 +TCONS_00030665 gene-FANCA_tGut +TCONS_00030669 gene-FANCA_tGut +TCONS_00030671 gene-FANCA_tGut +TCONS_00030673 gene-FANCA_tGut +TCONS_00030672 gene-FANCA_tGut +TCONS_00030670 gene-FANCA_tGut +TCONS_00030668 gene-FANCA_tGut +TCONS_00030667 gene-FANCA_tGut +TCONS_00030666 gene-FANCA_tGut +TCONS_00030674 gene-FANCA_tGut +TCONS_00030675 gene-VPS9D1_tGut +TCONS_00030676 gene-SPATA2L_tGut +TCONS_00030677 gene-CHMP1A_tGut +TCONS_00030678 gene-LOC415852_gGal +TCONS_00030679 gene-ANKRD11_tGut +TCONS_00030680 gene-SLC22A31_tGut +TCONS_00030682 gene-CBFA2T3_gGal +TCONS_00030681 gene-CBFA2T3_gGal +TCONS_00030683 gene-PABPN1L_tGut +TCONS_00030684 gene-GALNS_tGut +TCONS_00030686 gene-APRT_tGut +TCONS_00030685 gene-APRT_tGut +TCONS_00030688 gene-PIEZO1_tGut +TCONS_00030687 gene-PIEZO1_tGut +TCONS_00030689 gene-RNF166_tGut +TCONS_00030690 gene-RNF166_tGut +TCONS_00030691 gene-RNF166_tGut +TCONS_00030692 gene-MVD_tGut +TCONS_00030693 gene-CYBA_gGal +TCONS_00030694 gene-CYBA_gGal +TCONS_00030695 gene-CIDEC_tGut +TCONS_00030696 gene-CA5A_tGut +TCONS_00030697 gene-CA5A_tGut +TCONS_00030698 gene-SLC7A5_tGut +TCONS_00030699 gene-KLHDC4_tGut +TCONS_00030701 gene-KLHDC4_tGut +TCONS_00030700 gene-KLHDC4_tGut +TCONS_00030702 gene-ZCCHC14_tGut +TCONS_00030704 gene-FBXO31_tGut +TCONS_00030703 gene-FBXO31_tGut +TCONS_00030706 gene-KIAA0513_gGal +TCONS_00030705 gene-KIAA0513_gGal +TCONS_00030708 gene-GSE1_tGut +TCONS_00030707 gene-GSE1_tGut +TCONS_00030709 gene-GSE1_tGut +TCONS_00030711 gene-GSE1_tGut +TCONS_00030710 gene-GSE1_tGut +TCONS_00030712 gene-GSE1_tGut +TCONS_00030713 gene-GSE1_tGut +TCONS_00030714 gene-COX4I1_gGal +TCONS_00030715 gene-IRF8_tGut +TCONS_00030716 gene-IRF8_tGut +TCONS_00030717 gene-FOXF1_tGut +TCONS_00030718 gene-FOXC2_tGut +TCONS_00030719 gene-FOXL1_tGut +TCONS_00030720 gene-SHISA4_gGal-1 +TCONS_00030721 gene-ZDHHC7_tGut +TCONS_00030722 gene-ZDHHC7_tGut +TCONS_00030723 gene-COTL1_tGut +TCONS_00030724 gene-COTL1_tGut +TCONS_00030725 gene-MEAK7_tGut +TCONS_00030726 gene-KCNG4_tGut +TCONS_00030727 gene-HSBP1_tGut +TCONS_00030728 gene-MLYCD_tGut +TCONS_00030729 gene-MPHOSPH6_tGut +TCONS_00030731 gene-SDR42E1_tGut +TCONS_00030730 gene-SDR42E1_tGut +TCONS_00030732 gene-SDR42E1_tGut +TCONS_00030733 gene-PKD1L2_tGut +TCONS_00030734 gene-GCSH_tGut +TCONS_00030735 gene-MAF_tGut +TCONS_00030737 gene-CSNK2A2_tGut +TCONS_00030736 gene-CSNK2A2_tGut +TCONS_00030738 gene-CFAP20_tGut +TCONS_00030739 gene-CFAP20_tGut +TCONS_00030740 gene-ZNF319_tGut +TCONS_00030742 gene-CNGB1_gGal +TCONS_00030741 gene-CNGB1_gGal +TCONS_00030743 gene-KIFC3_tGut +TCONS_00030744 gene-KIFC3_tGut +TCONS_00030745 gene-KIFC3_tGut +TCONS_00030746 gene-KIFC3_tGut +TCONS_00030747 gene-KIFC3_tGut +TCONS_00030748 gene-UMOD_gGal +TCONS_00030749 gene-UMOD_gGal +TCONS_00030750 gene-CCDC102A_tGut +TCONS_00030751 gene-DOK4_tGut +TCONS_00030752 gene-CIAPIN1_tGut +TCONS_00030754 gene-GFOD2_tGut +TCONS_00030753 gene-GFOD2_tGut +TCONS_00030755 gene-ENKD1_tGut +TCONS_00030756 gene-ENKD1_tGut +TCONS_00030757 gene-HERPUD1_tGut +TCONS_00030758 gene-CETP_gGal +TCONS_00030759 gene-NLRC5_tGut +TCONS_00030760 gene-CPNE2_tGut +TCONS_00030761 gene-CPNE2_tGut +TCONS_00030762 gene-LOC100219389_tGut +TCONS_00030763 gene-LOC100219389_tGut +TCONS_00030764 gene-LOC100219389_tGut +TCONS_00030766 gene-CENPT_gGal +TCONS_00030765 gene-CENPT_gGal +TCONS_00030767 gene-RANBP10_tGut +TCONS_00030768 gene-RANBP10_tGut +TCONS_00030769 gene-NUTF2_tGut +TCONS_00030771 gene-EDC4_tGut +TCONS_00030770 gene-EDC4_tGut +TCONS_00030772 gene-PSKH1_tGut +TCONS_00030773 gene-E2F4_tGut +TCONS_00030774 gene-ELMO3_tGut +TCONS_00030775 gene-ELMO3_tGut +TCONS_00030777 gene-TMEM208_tGut +TCONS_00030776 gene-TMEM208_tGut +TCONS_00030778 gene-LOC415662_gGal-like-1 +TCONS_00030779 gene-LOC415662_gGal-like-1 +TCONS_00030780 gene-LOC100223250_tGut-like-1 +TCONS_00030781 gene-LOC100223250_tGut-like-1 +TCONS_00030782 gene-LOC100232832_tGut-like-2 +TCONS_00030783 gene-LOC100232832_tGut-like-2 +TCONS_00030785 gene-RIPOR1_tGut +TCONS_00030784 gene-RIPOR1_tGut +TCONS_00030787 gene-RIPOR1_tGut +TCONS_00030786 gene-RIPOR1_tGut +TCONS_00030788 gene-RIPOR1_tGut +TCONS_00030790 gene-RIPOR1_tGut +TCONS_00030789 gene-RIPOR1_tGut +TCONS_00030792 gene-RIPOR1_tGut +TCONS_00030791 gene-RIPOR1_tGut +TCONS_00030793 gene-CTCF_tGut +TCONS_00030794 gene-CTCF_tGut +TCONS_00030796 gene-CARMIL2_tGut +TCONS_00030795 gene-CARMIL2_tGut +TCONS_00030797 gene-LOC100220861_tGut-like-3 +TCONS_00030798 gene-AARS1_tGut +TCONS_00030799 gene-EXOSC6_tGut +TCONS_00030800 gene-LOC100224754_tGut +TCONS_00030802 gene-ZDHHC1_tGut +TCONS_00030801 gene-ZDHHC1_tGut +TCONS_00030803 gene-TPPP3_tGut +TCONS_00030805 gene-FHOD1_tGut +TCONS_00030804 gene-FHOD1_tGut +TCONS_00030806 gene-HSD11B2_tGut +TCONS_00030807 gene-HSD11B2_tGut +TCONS_00030808 gene-LOC100232364_tGut +TCONS_00030809 gene-LOC100232364_tGut +TCONS_00030811 gene-SETD6_tGut +TCONS_00030810 gene-SETD6_tGut +TCONS_00030812 gene-CMTR2_tGut +TCONS_00030813 gene-VAC14_tGut +TCONS_00030816 gene-MTSS2_tGut +TCONS_00030815 gene-MTSS2_tGut +TCONS_00030814 gene-MTSS2_tGut +TCONS_00030817 gene-LOC105758694_tGut +TCONS_00030818 gene-COG4_tGut +TCONS_00030819 gene-ST3GAL2_tGut +TCONS_00030820 gene-ZNRF1_gGal +TCONS_00030821 gene-LOC105758698_tGut-like-2 +TCONS_00030822 gene-TMEM170A_tGut +TCONS_00030823 gene-BBS2_tGut +TCONS_00030824 gene-NUDT21_tGut +TCONS_00030826 gene-AMFR_tGut +TCONS_00030825 gene-AMFR_tGut +TCONS_00030827 gene-CBFB_tGut +TCONS_00030828 gene-CBFB_tGut +TCONS_00030829 gene-CBFB_tGut +TCONS_00030830 gene-CBFB_tGut +TCONS_00030831 gene-PHAF1_tGut +TCONS_00030832 gene-HSF4_tGut +TCONS_00030833 gene-HSDL1_tGut +TCONS_00030834 gene-HSDL1_tGut +TCONS_00030835 gene-MBTPS1_tGut +TCONS_00030836 gene-SLC38A8_tGut +TCONS_00030837 gene-SLC38A8_tGut +TCONS_00030839 gene-RIPK3_gGal +TCONS_00030838 gene-RIPK3_gGal +TCONS_00030840 gene-SLC7A6_tGut +TCONS_00030841 gene-PRMT7_tGut +TCONS_00030842 gene-LOC101233626_tGut +TCONS_00030843 gene-ESRP2_tGut +TCONS_00030845 gene-ESRP2_tGut +TCONS_00030844 gene-ESRP2_tGut +TCONS_00030847 gene-ESRP2_tGut +TCONS_00030846 gene-ESRP2_tGut +TCONS_00030848 gene-DDX28_gGal +TCONS_00030849 gene-DPEP2_gGal +TCONS_00030850 gene-DPEP2_gGal +TCONS_00030852 gene-SLC12A4_tGut +TCONS_00030851 gene-SLC12A4_tGut +TCONS_00030853 gene-SLC12A4_tGut +TCONS_00030854 gene-AKTIP_gGal +TCONS_00030855 gene-AKTIP_gGal +TCONS_00030856 gene-AKTIP_gGal +TCONS_00030857 gene-TOX3_tGut +TCONS_00030858 gene-TOX3_tGut +TCONS_00030859 gene-TOX3_tGut +TCONS_00030860 gene-SALL1_tGut +TCONS_00030861 gene-SALL1_tGut +TCONS_00030862 gene-SNX20_tGut +TCONS_00030864 gene-BRD7_tGut +TCONS_00030863 gene-BRD7_tGut +TCONS_00030866 gene-ZNF423_tGut +TCONS_00030865 gene-ZNF423_tGut +TCONS_00030867 gene-ZNF423_tGut +TCONS_00030868 gene-ZNF423_tGut +TCONS_00030869 gene-CBLN1_tGut +TCONS_00030870 gene-N4BP1_tGut +TCONS_00030871 gene-SIAH1_tGut +TCONS_00030872 gene-SIAH1_tGut +TCONS_00030873 gene-ITFG1_tGut +TCONS_00030874 gene-ITFG1_tGut +TCONS_00030876 gene-NETO2_tGut +TCONS_00030875 gene-NETO2_tGut +TCONS_00030877 gene-NETO2_tGut +TCONS_00030878 gene-DNAJA2_tGut +TCONS_00030879 gene-C11H16orf87_tGut +TCONS_00030881 gene-MYLK3_tGut +TCONS_00030880 gene-MYLK3_tGut +TCONS_00030884 gene-MYLK3_tGut +TCONS_00030883 gene-MYLK3_tGut +TCONS_00030882 gene-MYLK3_tGut +TCONS_00030885 gene-MYLK3_tGut +TCONS_00030886 gene-VPS35_tGut +TCONS_00030887 gene-SHCBP1_tGut +TCONS_00030888 gene-VSTM2B_tGut-2 +TCONS_00030889 gene-VSTM2B_tGut-2 +TCONS_00030890 gene-VSTM2B_tGut-2 +TCONS_00030892 gene-POP4_tGut +TCONS_00030891 gene-POP4_tGut +TCONS_00030893 gene-PLEKHF1_gGal +TCONS_00030894 gene-CCNE1_tGut +TCONS_00030895 gene-URI1_tGut +TCONS_00030896 gene-ZNF536_tGut +TCONS_00030897 gene-ZNF536_tGut +TCONS_00030898 gene-LOC124417140_gGal +TCONS_00030900 gene-ZNF507_tGut +TCONS_00030899 gene-ZNF507_tGut +TCONS_00030902 gene-DPY19L3_tGut +TCONS_00030901 gene-DPY19L3_tGut +TCONS_00030903 gene-PDCD5_tGut +TCONS_00030904 gene-RGS9BP_gGal +TCONS_00030905 gene-NUDT19_tGut +TCONS_00030908 gene-TDRD12_tGut +TCONS_00030907 gene-TDRD12_tGut +TCONS_00030906 gene-TDRD12_tGut +TCONS_00030910 gene-ADAMTS18_tGut +TCONS_00030909 gene-ADAMTS18_tGut +TCONS_00030911 gene-ADAMTS18_tGut +TCONS_00030912 gene-ADAMTS18_tGut +TCONS_00030913 gene-CDH5_tGut +TCONS_00030914 gene-BEAN1_gGal +TCONS_00030915 gene-LOC115496802_tGut +TCONS_00030916 gene-CKLF_tGut +TCONS_00030917 gene-CMTM3_tGut +TCONS_00030918 gene-CA7_tGut +TCONS_00030919 gene-CA7_tGut +TCONS_00030920 gene-PDP2_tGut +TCONS_00030921 gene-CES2_tGut-like-1 +TCONS_00030922 gene-CES2_tGut-like-1 +TCONS_00030923 gene-CES1L1_gGal-like-1 +TCONS_00030925 gene-LOC121470571_tGut-like-2 +TCONS_00030924 gene-LOC121470571_tGut-like-2 +TCONS_00030926 gene-LOC121470571_tGut-like-2 +TCONS_00030927 gene-PDCD2L_tGut +TCONS_00030928 gene-PDCD2L_tGut +TCONS_00030929 gene-UBA2_tGut +TCONS_00030930 gene-UBA2_tGut +TCONS_00030931 gene-WTIP_gGal +TCONS_00030932 gene-GARRE1_tGut +TCONS_00030933 gene-LOC101233672_tGut +TCONS_00030934 gene-LOC101233672_tGut +TCONS_00030935 gene-PEPD_tGut +TCONS_00030936 gene-PEPD_tGut +TCONS_00030937 gene-CEBPA_tGut +TCONS_00030938 gene-SLC7A10_tGut +TCONS_00030939 gene-RHPN2_tGut +TCONS_00030940 gene-CEP89_tGut +TCONS_00030942 gene-CEP89_tGut +TCONS_00030941 gene-CEP89_tGut +TCONS_00030943 gene-CEP89_tGut +TCONS_00030944 gene-CEP89_tGut +TCONS_00030946 gene-SLC7A9_tGut +TCONS_00030945 gene-SLC7A9_tGut +TCONS_00030947 gene-SLC7A9_tGut +TCONS_00030948 gene-NUDT7_tGut +TCONS_00030949 gene-CHST6_gGal +TCONS_00030950 gene-TMEM231_tGut +TCONS_00030951 gene-ADAT1_tGut +TCONS_00030953 gene-ADAT1_tGut +TCONS_00030952 gene-ADAT1_tGut +TCONS_00030954 gene-KARS1_tGut +TCONS_00030955 gene-KARS1_tGut +TCONS_00030956 gene-KARS1_tGut +TCONS_00030957 gene-CHST4_tGut-like +TCONS_00030958 gene-CHST4_tGut-like +TCONS_00030959 gene-CHST4_tGut-like +TCONS_00030960 gene-TAT_tGut-like +TCONS_00030961 gene-TAT_tGut-like +TCONS_00030962 gene-PHLPP2_tGut +TCONS_00030963 gene-AP1G1_tGut +TCONS_00030964 gene-ZNF821_tGut +TCONS_00030965 gene-ZNF821_tGut +TCONS_00030966 gene-PMFBP1_gGal +TCONS_00030967 gene-PMFBP1_gGal +TCONS_00030970 gene-WWP2_tGut +TCONS_00030971 gene-WWP2_tGut +TCONS_00030969 gene-WWP2_tGut +TCONS_00030968 gene-WWP2_tGut +TCONS_00030972 gene-NFAT5_tGut +TCONS_00030973 gene-NFAT5_tGut +TCONS_00030974 gene-NFAT5_tGut +TCONS_00030975 gene-CYB5B_gGal +TCONS_00030976 gene-NIP7_tGut +TCONS_00030977 gene-VPS4A_tGut +TCONS_00030978 gene-SMARCD2_gGal-2 +TCONS_00030979 gene-SNTB2_tGut +TCONS_00030980 gene-HAS3_tGut +TCONS_00030981 gene-TANGO6_tGut +TCONS_00030983 gene-CDH1_gGal +TCONS_00030982 gene-CDH1_gGal +TCONS_00030984 gene-CDH3_gGal +TCONS_00030985 gene-GAS8_tGut +TCONS_00030988 gene-GAS8_tGut +TCONS_00030987 gene-GAS8_tGut +TCONS_00030986 gene-GAS8_tGut +TCONS_00030989 gene-DEF8_tGut +TCONS_00030990 gene-MC1R_tGut +TCONS_00030991 gene-TCF25_tGut +TCONS_00030993 gene-SPIRE2_tGut +TCONS_00030992 gene-SPIRE2_tGut +TCONS_00030994 gene-ZNF276_tGut-2 +TCONS_00030997 gene-CDK10_tGut +TCONS_00030996 gene-CDK10_tGut +TCONS_00030995 gene-CDK10_tGut +TCONS_00030998 gene-DPEP1_tGut +TCONS_00030999 gene-CPNE7_tGut-3 +TCONS_00031000 gene-RPL13_tGut +TCONS_00031001 gene-SPG7_tGut +TCONS_00031002 gene-SPG7_tGut +TCONS_00031003 gene-ACSF3_tGut +TCONS_00031004 gene-TRAPPC2L_tGut +TCONS_00031005 gene-CDT1_tGut +TCONS_00031008 gene-CTU2_tGut-2 +TCONS_00031009 gene-CTU2_tGut-2 +TCONS_00031007 gene-CTU2_tGut-2 +TCONS_00031006 gene-CTU2_tGut-2 +TCONS_00031010 gene-IL17C_tGut +TCONS_00031013 gene-ZC3H18_tGut +TCONS_00031012 gene-ZC3H18_tGut +TCONS_00031011 gene-ZC3H18_tGut +TCONS_00031014 gene-ZC3H18_tGut +TCONS_00031015 gene-ZFPM1_tGut-2 +TCONS_00031017 gene-ZFPM1_tGut-2 +TCONS_00031016 gene-ZFPM1_tGut-2 +TCONS_00031018 gene-ZNF469_tGut +TCONS_00031019 gene-JPH3_tGut +TCONS_00031020 gene-MAP1LC3B_tGut +TCONS_00031021 gene-GINS2_tGut-2 +TCONS_00031022 gene-GINS2_tGut-2 +TCONS_00031023 gene-EMC8_tGut +TCONS_00031025 gene-MTHFSD_tGut +TCONS_00031024 gene-MTHFSD_tGut +TCONS_00031026 gene-LOC101233820_tGut +TCONS_00031027 gene-HNF4beta_gGal +TCONS_00031028 gene-HNF4beta_gGal +TCONS_00031029 gene-CRISPLD2_tGut +TCONS_00031030 gene-CRISPLD2_tGut +TCONS_00031031 gene-USP10_tGut +TCONS_00031032 gene-KLHL36_tGut-like-1 +TCONS_00031033 gene-KLHL36_tGut-like-1 +TCONS_00031034 gene-ATP2C2_tGut +TCONS_00031035 gene-ATP2C2_tGut +TCONS_00031036 gene-WFDC1_tGut +TCONS_00031037 gene-WFDC1_tGut +TCONS_00031038 gene-WFDC1_tGut +TCONS_00031039 gene-CDH13_tGut +TCONS_00031040 gene-CDH13_tGut +TCONS_00031041 gene-CDH13_tGut +TCONS_00031042 gene-CDH13_tGut +TCONS_00031043 gene-PNAT10_gGal +TCONS_00031044 gene-NAT_gGal +TCONS_00031045 gene-PNAT3_gGal +TCONS_00031046 gene-HSD17B2_tGut +TCONS_00031047 gene-PLCG2_tGut +TCONS_00031048 gene-PLCG2_tGut +TCONS_00031049 gene-CMIP_gGal +TCONS_00031051 gene-CMIP_gGal +TCONS_00031050 gene-CMIP_gGal +TCONS_00031053 gene-CMIP_gGal +TCONS_00031052 gene-CMIP_gGal +TCONS_00031054 gene-CMIP_gGal +TCONS_00031056 gene-CMIP_gGal +TCONS_00031055 gene-CMIP_gGal +TCONS_00031057 gene-GAN_tGut +TCONS_00031058 gene-GAN_tGut +TCONS_00031059 gene-BCO1_tGut +TCONS_00031060 gene-PPP1R3E_tGut +TCONS_00031061 gene-ATMIN_tGut +TCONS_00031062 gene-CENPN_tGut +TCONS_00031063 gene-CENPN_tGut +TCONS_00031064 gene-CENPN_tGut +TCONS_00031065 gene-CDYL2_tGut +TCONS_00031066 gene-DYNLRB2_gGal +TCONS_00031067 gene-WWOX_tGut +TCONS_00031068 gene-WWOX_tGut +TCONS_00031069 gene-WWOX_tGut +TCONS_00031070 gene-NDRG4_tGut +TCONS_00031072 gene-NDRG4_tGut +TCONS_00031071 gene-NDRG4_tGut +TCONS_00031073 gene-NDRG4_tGut +TCONS_00031074 gene-NDRG4_tGut +TCONS_00031075 gene-NDRG4_tGut +TCONS_00031076 gene-GINS3_tGut-4 +TCONS_00031077 gene-MMP15_tGut-2 +TCONS_00031080 gene-USB1_tGut +TCONS_00031079 gene-USB1_tGut +TCONS_00031078 gene-USB1_tGut +TCONS_00031082 gene-KATNB1_tGut +TCONS_00031081 gene-KATNB1_tGut +TCONS_00031083 gene-DRC7_tGut +TCONS_00031084 gene-ADGRG3_tGut +TCONS_00031085 gene-ADGRG1_tGut +TCONS_00031086 gene-POLR2C_tGut +TCONS_00031087 gene-COQ9_tGut +TCONS_00031088 gene-COQ9_tGut +TCONS_00031089 gene-LOC101234219_tGut +TCONS_00031090 gene-PARD6A_tGut +TCONS_00031091 gene-PARD6A_tGut +TCONS_00031092 gene-PSME3IP1_tGut +TCONS_00031093 gene-PLLP_tGut +TCONS_00031094 gene-THAP11_tGut +TCONS_00031095 gene-CCL17_tGut +TCONS_00031096 gene-CX3CL1_tGut +TCONS_00031097 gene-CTRL_tGut +TCONS_00031098 gene-EXOC3L1_tGut +TCONS_00031100 gene-KIAA0895L_gGal +TCONS_00031099 gene-KIAA0895L_gGal +TCONS_00031101 gene-KIAA0895L_gGal +TCONS_00031102 gene-LCAT_tGut +TCONS_00031103 gene-LOC100220861_tGut-like-2 +TCONS_00031104 gene-LOC100220861_tGut-like-2 +TCONS_00031105 gene-LOC100220861_tGut-like-1 +TCONS_00031106 gene-LOC100220861_tGut-like-1 +TCONS_00031107 gene-LOC100220861_tGut-like-1 +TCONS_00031108 gene-LOC107052159_gGal +TCONS_00031109 gene-ACD_gGal +TCONS_00031111 gene-ACD_gGal +TCONS_00031110 gene-ACD_gGal +TCONS_00031112 gene-LOC100218016_tGut +TCONS_00031113 gene-LOC100218016_tGut +TCONS_00031114 gene-LOC100857843_gGal +TCONS_00031115 gene-LOC100857843_gGal +TCONS_00031117 gene-CLEC18B_gGal +TCONS_00031116 gene-CLEC18B_gGal +TCONS_00031118 gene-CLEC18B_gGal +TCONS_00031120 gene-PLEKHG4_tGut +TCONS_00031119 gene-PLEKHG4_tGut +TCONS_00031121 gene-PLEKHG4_tGut +TCONS_00031122 gene-PLEKHG4_tGut +TCONS_00031124 gene-PLEKHG4_tGut +TCONS_00031123 gene-PLEKHG4_tGut +TCONS_00031125 gene-PLEKHG4_tGut +TCONS_00031126 gene-PLEKHG4_tGut +TCONS_00031127 gene-SLC9A5_tGut +TCONS_00031129 gene-ATP6V0D1_tGut +TCONS_00031128 gene-ATP6V0D1_tGut +TCONS_00031132 gene-CNOT1_tGut +TCONS_00031134 gene-CNOT1_tGut +TCONS_00031136 gene-CNOT1_tGut +TCONS_00031137 gene-CNOT1_tGut +TCONS_00031135 gene-CNOT1_tGut +TCONS_00031133 gene-CNOT1_tGut +TCONS_00031131 gene-CNOT1_tGut +TCONS_00031130 gene-CNOT1_tGut +TCONS_00031138 gene-SLC38A7_tGut +TCONS_00031139 gene-GOT2_tGut +TCONS_00031140 gene-GOT2_tGut +TCONS_00031142 gene-CALB2_tGut +TCONS_00031141 gene-CALB2_tGut +TCONS_00031143 gene-IL34_tGut +TCONS_00031144 gene-SF3B3_tGut +TCONS_00031147 gene-FCSK_tGut +TCONS_00031146 gene-FCSK_tGut +TCONS_00031145 gene-FCSK_tGut +TCONS_00031148 gene-FCSK_tGut +TCONS_00031149 gene-PDPR_tGut +TCONS_00031150 gene-GLG1_tGut +TCONS_00031151 gene-GLG1_tGut +TCONS_00031152 gene-RFWD3_tGut +TCONS_00031153 gene-MLKL_tGut +TCONS_00031155 gene-FA2H_tGut +TCONS_00031154 gene-FA2H_tGut +TCONS_00031157 gene-WDR59_tGut +TCONS_00031156 gene-WDR59_tGut +TCONS_00031159 gene-WDR59_tGut +TCONS_00031158 gene-WDR59_tGut +TCONS_00031161 gene-LDHD_gGal +TCONS_00031160 gene-LDHD_gGal +TCONS_00031162 gene-LOC105758698_tGut-like-1 +TCONS_00031163 gene-BCAR1_tGut +TCONS_00031164 gene-BCAR1_tGut +TCONS_00031165 gene-CFDP1_tGut +TCONS_00031166 gene-SLC12A3_tGut +TCONS_00031168 gene-SLC12A3_tGut +TCONS_00031167 gene-SLC12A3_tGut +TCONS_00031170 gene-SLC12A3_tGut +TCONS_00031169 gene-SLC12A3_tGut +TCONS_00031171 gene-NUP93_gGal +TCONS_00031172 gene-NUP93_gGal +TCONS_00031173 gene-MT4_gGal +TCONS_00031174 gene-MT3_gGal +TCONS_00031175 gene-OGFOD1_tGut +TCONS_00031176 gene-GNAO1_tGut +TCONS_00031177 gene-GNAO1_tGut +TCONS_00031178 gene-B3GNT9_tGut +TCONS_00031179 gene-TRADD_tGut +TCONS_00031180 gene-DNAAF1_tGut +TCONS_00031181 gene-NECAB2_tGut +TCONS_00031182 gene-NECAB2_tGut +TCONS_00031183 gene-OSGIN1_tGut +TCONS_00031184 gene-SLC7A6OS_tGut +TCONS_00031185 gene-SMPD3_tGut +TCONS_00031186 gene-PLA2G15_tGut +TCONS_00031187 gene-NFATC3_tGut +TCONS_00031189 gene-NFATC3_tGut +TCONS_00031188 gene-NFATC3_tGut +TCONS_00031192 gene-DUS2_tGut +TCONS_00031194 gene-DUS2_tGut +TCONS_00031193 gene-DUS2_tGut +TCONS_00031191 gene-DUS2_tGut +TCONS_00031190 gene-DUS2_tGut +TCONS_00031195 gene-GALR1L_gGal +TCONS_00031196 gene-GALR1L_gGal +TCONS_00031197 gene-SLC6A2_tGut +TCONS_00031198 gene-SLC6A2_tGut +TCONS_00031199 gene-LPCAT2_tGut +TCONS_00031200 gene-CAPNS2_tGut +TCONS_00031201 gene-MMP2_tGut +TCONS_00031202 gene-IRX6_tGut +TCONS_00031203 gene-IRX5_tGut +TCONS_00031204 gene-IRX5_tGut +TCONS_00031205 gene-FTO_tGut +TCONS_00031206 gene-FTO_tGut +TCONS_00031207 gene-RBL2_tGut +TCONS_00031208 gene-RBL2_tGut +TCONS_00031210 gene-CHD9_tGut +TCONS_00031209 gene-CHD9_tGut +TCONS_00031215 gene-CHD9_tGut +TCONS_00031216 gene-CHD9_tGut +TCONS_00031214 gene-CHD9_tGut +TCONS_00031213 gene-CHD9_tGut +TCONS_00031212 gene-CHD9_tGut +TCONS_00031211 gene-CHD9_tGut +TCONS_00031217 gene-LOC121111685_gGal +TCONS_00031219 gene-CYLD_tGut +TCONS_00031218 gene-CYLD_tGut +TCONS_00031221 gene-NKD1_tGut +TCONS_00031220 gene-NKD1_tGut +TCONS_00031222 gene-NKD1_tGut +TCONS_00031223 gene-ADCY7_tGut +TCONS_00031225 gene-ADCY7_tGut +TCONS_00031224 gene-ADCY7_tGut +TCONS_00031226 gene-TENT4B_tGut +TCONS_00031227 gene-HEATR3_tGut +TCONS_00031228 gene-HEATR3_tGut +TCONS_00031229 gene-HEATR3_tGut +TCONS_00031230 gene-CNEP1R1_tGut +TCONS_00031231 gene-LONP2_tGut +TCONS_00031234 gene-PHKB_tGut +TCONS_00031233 gene-PHKB_tGut +TCONS_00031232 gene-PHKB_tGut +TCONS_00031236 gene-PHKB_tGut +TCONS_00031235 gene-PHKB_tGut +TCONS_00031237 gene-CDCA9_gGal +TCONS_00031238 gene-GPT2_tGut +TCONS_00031239 gene-ORC6_tGut +TCONS_00031240 gene-ORC6_tGut +TCONS_00031241 gene-LOC100226706_tGut +TCONS_00031242 gene-UQCRFS1_gGal +TCONS_00031243 reg_13339_gGal +TCONS_00031245 gene-LOC415758_gGal +TCONS_00031244 gene-LOC415758_gGal +TCONS_00031246 gene-LOC415758_gGal +TCONS_00031247 gene-LOC415758_gGal +TCONS_00031249 gene-LOC415758_gGal +TCONS_00031248 gene-LOC415758_gGal +TCONS_00031250 gene-LOC415758_gGal +TCONS_00031251 gene-LOC415758_gGal +TCONS_00031252 gene-TSHZ3_tGut +TCONS_00031253 gene-TSHZ3_tGut +TCONS_00031256 gene-CADNL_gGal +TCONS_00031255 gene-CADNL_gGal +TCONS_00031254 gene-CADNL_gGal +TCONS_00031258 gene-ANKRD27_tGut +TCONS_00031257 gene-ANKRD27_tGut +TCONS_00031259 gene-CLEC3A_gGal +TCONS_00031261 gene-VAT1L_tGut +TCONS_00031260 gene-VAT1L_tGut +TCONS_00031262 gene-LOC115496882_tGut +TCONS_00031263 gene-CDH8_tGut +TCONS_00031264 gene-CDH8_tGut +TCONS_00031265 gene-CDH11_tGut +TCONS_00031266 gene-TK2_tGut +TCONS_00031267 gene-CMTM4_tGut +TCONS_00031268 gene-DYNC1LI2_tGut +TCONS_00031269 gene-DYNC1LI2_tGut +TCONS_00031270 gene-DYNC1LI2_tGut +TCONS_00031272 gene-DYNC1LI2_tGut +TCONS_00031271 gene-DYNC1LI2_tGut +TCONS_00031273 gene-DYNC1LI2_tGut +TCONS_00031274 gene-DYNC1LI2_tGut +TCONS_00031277 gene-TERB1_gGal +TCONS_00031278 gene-TERB1_gGal +TCONS_00031276 gene-TERB1_gGal +TCONS_00031275 gene-TERB1_gGal +TCONS_00031279 gene-NAE1_tGut +TCONS_00031280 gene-NAE1_tGut +TCONS_00031281 gene-RRAD_tGut +TCONS_00031282 gene-CIAO2B_tGut +TCONS_00031283 gene-GPI_tGut +TCONS_00031284 gene-SS18L2_tGut +TCONS_00031285 gene-SS18L2_tGut +TCONS_00031288 gene-LSM14A_tGut +TCONS_00031287 gene-LSM14A_tGut +TCONS_00031286 gene-LSM14A_tGut +TCONS_00031291 gene-LSM14A_tGut +TCONS_00031292 gene-LSM14A_tGut +TCONS_00031290 gene-LSM14A_tGut +TCONS_00031289 gene-LSM14A_tGut +TCONS_00031293 gene-KCTD15_tGut +TCONS_00031294 gene-KCTD15_tGut +TCONS_00031295 gene-KCTD15_tGut +TCONS_00031296 gene-KCTD15_tGut +TCONS_00031297 gene-CHST8_tGut +TCONS_00031298 gene-CHST8_tGut +TCONS_00031299 gene-CEBPG_tGut +TCONS_00031300 gene-LRP3_tGut +TCONS_00031301 gene-LRP3_tGut +TCONS_00031302 gene-GPATCH1_tGut +TCONS_00031303 gene-FAAP24_tGut +TCONS_00031304 gene-EFCC1_tGut-4 +TCONS_00031305 gene-EFCC1_tGut-7 +TCONS_00031306 gene-EFCC1_tGut-3 +TCONS_00031307 gene-EFCC1_tGut-10 +TCONS_00031308 gene-LOC121470253_tGut-like-1 +TCONS_00031309 gene-LOC121468800_tGut-like-3 +TCONS_00031310 gene-LOC121468800_tGut-like-3 +TCONS_00031313 gene-LOC121470253_tGut-like-1 +TCONS_00031314 gene-LOC121470253_tGut-like-1 +TCONS_00031312 gene-LOC121470253_tGut-like-1 +TCONS_00031311 gene-LOC121470253_tGut-like-1 +TCONS_00031316 gene-LOC121470253_tGut-like-1 +TCONS_00031315 gene-LOC121470253_tGut-like-1 +TCONS_00031318 gene-LOC121470253_tGut-like-1 +TCONS_00031317 gene-LOC121470253_tGut-like-1 +TCONS_00031319 gene-LOC121470253_tGut-like-1 +TCONS_00031320 gene-LOC121470253_tGut-like-1 +TCONS_00031321 gene-LOC121468800_tGut-like-3 +TCONS_00031322 gene-LOC121470253_tGut-like-1 +TCONS_00031323 gene-LOC121470253_tGut-like-1 +TCONS_00031324 gene-LOC121470253_tGut-like-1 +TCONS_00031325 gene-FGD5_tGut +TCONS_00031326 gene-FGD5_tGut +TCONS_00031327 gene-NR2C2_tGut +TCONS_00031328 gene-NR2C2_tGut +TCONS_00031329 gene-NR2C2_tGut +TCONS_00031330 gene-MRPS25_tGut +TCONS_00031331 gene-TMCC1_tGut +TCONS_00031332 gene-PLXND1_tGut +TCONS_00031333 gene-MBD4_gGal +TCONS_00031334 gene-MBD4_gGal +TCONS_00031335 gene-RPL32_tGut +TCONS_00031336 gene-SEC13_tGut +TCONS_00031338 gene-SRGAP3_tGut +TCONS_00031337 gene-SRGAP3_tGut +TCONS_00031339 gene-RAD18_tGut +TCONS_00031340 gene-OXTR_tGut +TCONS_00031341 gene-CRBN_tGut +TCONS_00031342 gene-CRBN_tGut +TCONS_00031343 gene-IL5RA_tGut +TCONS_00031344 gene-IL5RA_tGut +TCONS_00031345 gene-CNTN3_gGal +TCONS_00031346 gene-PDZRN3_tGut +TCONS_00031347 gene-SHQ1_tGut +TCONS_00031348 gene-RYBP_gGal +TCONS_00031349 gene-PROK2_tGut +TCONS_00031350 gene-EIF4E3_tGut +TCONS_00031351 gene-EIF4E3_tGut +TCONS_00031354 gene-FOXP1_tGut +TCONS_00031355 gene-FOXP1_tGut +TCONS_00031353 gene-FOXP1_tGut +TCONS_00031352 gene-FOXP1_tGut +TCONS_00031356 gene-FOXP1_tGut +TCONS_00031357 gene-FOXP1_tGut +TCONS_00031358 gene-MDFIC2_tGut +TCONS_00031359 gene-LOC100223651_tGut +TCONS_00031361 gene-FRMD4B_tGut +TCONS_00031360 gene-FRMD4B_tGut +TCONS_00031363 gene-FRMD4B_tGut +TCONS_00031362 gene-FRMD4B_tGut +TCONS_00031364 gene-FRMD4B_tGut +TCONS_00031365 gene-FRMD4B_tGut +TCONS_00031366 gene-FRMD4B_tGut +TCONS_00031367 gene-FRMD4B_tGut +TCONS_00031368 gene-FRMD4B_tGut +TCONS_00031369 gene-FRMD4B_tGut +TCONS_00031370 gene-LMOD3_tGut +TCONS_00031372 gene-UBA3_tGut +TCONS_00031371 gene-UBA3_tGut +TCONS_00031373 gene-UBA3_tGut +TCONS_00031374 gene-TMF1_tGut +TCONS_00031375 gene-TMF1_tGut +TCONS_00031377 gene-EOGT_tGut +TCONS_00031376 gene-EOGT_tGut +TCONS_00031378 gene-TAFA4_tGut +TCONS_00031379 gene-SUCLG2_tGut +TCONS_00031381 gene-LRIG1_tGut +TCONS_00031380 gene-LRIG1_tGut +TCONS_00031382 gene-LRIG1_tGut +TCONS_00031384 gene-MAGI1_tGut +TCONS_00031383 gene-MAGI1_tGut +TCONS_00031389 gene-MAGI1_tGut +TCONS_00031391 gene-MAGI1_tGut +TCONS_00031393 gene-MAGI1_tGut +TCONS_00031395 gene-MAGI1_tGut +TCONS_00031397 gene-MAGI1_tGut +TCONS_00031399 gene-MAGI1_tGut +TCONS_00031398 gene-MAGI1_tGut +TCONS_00031396 gene-MAGI1_tGut +TCONS_00031394 gene-MAGI1_tGut +TCONS_00031392 gene-MAGI1_tGut +TCONS_00031390 gene-MAGI1_tGut +TCONS_00031388 gene-MAGI1_tGut +TCONS_00031387 gene-MAGI1_tGut +TCONS_00031386 gene-MAGI1_tGut +TCONS_00031385 gene-MAGI1_tGut +TCONS_00031402 gene-MAGI1_tGut +TCONS_00031401 gene-MAGI1_tGut +TCONS_00031400 gene-MAGI1_tGut +TCONS_00031403 gene-MAGI1_tGut +TCONS_00031406 gene-ADAMTS9_tGut +TCONS_00031407 gene-ADAMTS9_tGut +TCONS_00031405 gene-ADAMTS9_tGut +TCONS_00031404 gene-ADAMTS9_tGut +TCONS_00031408 gene-ADAMTS9_tGut +TCONS_00031409 gene-PRICKLE2_tGut +TCONS_00031410 gene-PRICKLE2_tGut +TCONS_00031411 gene-PRICKLE2_tGut +TCONS_00031412 gene-PRICKLE2_tGut +TCONS_00031413 gene-PSMD6_tGut +TCONS_00031414 gene-THOC7_tGut +TCONS_00031417 gene-CADPS_tGut +TCONS_00031419 gene-CADPS_tGut +TCONS_00031421 gene-CADPS_tGut +TCONS_00031423 gene-CADPS_tGut +TCONS_00031425 gene-CADPS_tGut +TCONS_00031427 gene-CADPS_tGut +TCONS_00031429 gene-CADPS_tGut +TCONS_00031431 gene-CADPS_tGut +TCONS_00031433 gene-CADPS_tGut +TCONS_00031435 gene-CADPS_tGut +TCONS_00031437 gene-CADPS_tGut +TCONS_00031438 gene-CADPS_tGut +TCONS_00031436 gene-CADPS_tGut +TCONS_00031434 gene-CADPS_tGut +TCONS_00031432 gene-CADPS_tGut +TCONS_00031430 gene-CADPS_tGut +TCONS_00031428 gene-CADPS_tGut +TCONS_00031426 gene-CADPS_tGut +TCONS_00031424 gene-CADPS_tGut +TCONS_00031422 gene-CADPS_tGut +TCONS_00031420 gene-CADPS_tGut +TCONS_00031418 gene-CADPS_tGut +TCONS_00031416 gene-CADPS_tGut +TCONS_00031415 gene-CADPS_tGut +TCONS_00031439 gene-FEZF2_tGut +TCONS_00031440 gene-FHIT_tGut +TCONS_00031441 gene-FHIT_tGut +TCONS_00031442 gene-CFAP20DC_tGut +TCONS_00031443 gene-CFAP20DC_tGut +TCONS_00031444 gene-FAM3D_tGut +TCONS_00031445 gene-FAM107A_tGut +TCONS_00031446 gene-FAM107A_tGut +TCONS_00031447 gene-ACOX2_tGut +TCONS_00031448 gene-ACOX2_tGut +TCONS_00031449 gene-PDHB_tGut +TCONS_00031450 gene-ARIH2_tGut +TCONS_00031451 gene-WDR6_tGut +TCONS_00031452 gene-LOC100218845_tGut +TCONS_00031453 gene-LOC100218845_tGut +TCONS_00031454 gene-KLHDC8B_tGut +TCONS_00031455 gene-KLHDC8B_tGut +TCONS_00031456 gene-IHO1_tGut +TCONS_00031457 gene-IHO1_tGut +TCONS_00031459 gene-PRRT3_tGut +TCONS_00031458 gene-PRRT3_tGut +TCONS_00031460 gene-RPUSD3_tGut +TCONS_00031461 gene-TADA3_tGut +TCONS_00031462 gene-CAMK1_tGut +TCONS_00031463 gene-LHFPL4_tGut +TCONS_00031464 gene-LOC121106685_gGal +TCONS_00031465 gene-GRIP2_tGut +TCONS_00031466 gene-GRIP2_tGut +TCONS_00031467 gene-GRIP2_tGut +TCONS_00031468 gene-XPC_tGut +TCONS_00031469 gene-XPC_tGut +TCONS_00031470 gene-CHCHD4_tGut +TCONS_00031471 gene-UROC1_tGut +TCONS_00031472 gene-UROC1_tGut +TCONS_00031473 gene-ZXDC_gGal +TCONS_00031474 gene-KLF15_tGut +TCONS_00031475 gene-KLF15_tGut +TCONS_00031476 gene-KLF15_tGut +TCONS_00031477 gene-SLC41A3_tGut +TCONS_00031478 gene-SLC41A3_tGut +TCONS_00031479 gene-LOC115497682_tGut-like-12 +TCONS_00031480 gene-LOC115497682_tGut-like-12 +TCONS_00031483 gene-LOC115497682_tGut-like-12 +TCONS_00031482 gene-LOC115497682_tGut-like-12 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gene-RAB7A_tGut +TCONS_00031507 gene-RAB7A_tGut +TCONS_00031508 gene-H1FX_gGal +TCONS_00031509 gene-DNASE1L3_tGut +TCONS_00031511 gene-DENND6A_tGut +TCONS_00031510 gene-DENND6A_tGut +TCONS_00031512 gene-DENND6A_tGut +TCONS_00031513 gene-ARF4_tGut +TCONS_00031515 gene-DNAH12_gGal +TCONS_00031514 gene-DNAH12_gGal +TCONS_00031516 gene-ASB14_tGut +TCONS_00031517 gene-CENPP_gGal-2 +TCONS_00031518 gene-HESX1_tGut +TCONS_00031519 gene-HESX1_tGut +TCONS_00031520 gene-IL17RD_tGut +TCONS_00031521 gene-IL17RD_tGut +TCONS_00031522 gene-IL17RD_tGut +TCONS_00031524 gene-ARHGEF3_gGal +TCONS_00031523 gene-ARHGEF3_gGal +TCONS_00031525 gene-ARHGEF3_gGal +TCONS_00031526 gene-ARHGEF3_gGal +TCONS_00031527 gene-ARHGEF3_gGal +TCONS_00031528 gene-ARHGEF3_gGal +TCONS_00031529 gene-TASOR_tGut +TCONS_00031533 gene-TASOR_tGut +TCONS_00031534 gene-TASOR_tGut +TCONS_00031532 gene-TASOR_tGut +TCONS_00031531 gene-TASOR_tGut +TCONS_00031530 gene-TASOR_tGut +TCONS_00031535 gene-ERC2_tGut +TCONS_00031537 gene-WNT5A_tGut +TCONS_00031536 gene-WNT5A_tGut +TCONS_00031539 gene-WNT5A_tGut +TCONS_00031538 gene-WNT5A_tGut +TCONS_00031541 gene-ACTR8_tGut +TCONS_00031540 gene-ACTR8_tGut +TCONS_00031542 gene-CHDH_tGut +TCONS_00031543 gene-DCP1A_tGut +TCONS_00031544 gene-DCP1A_tGut +TCONS_00031545 gene-TKT_tGut +TCONS_00031547 gene-EMC3_gGal +TCONS_00031546 gene-EMC3_gGal +TCONS_00031548 gene-TEX264_tGut +TCONS_00031549 gene-TEX264_tGut +TCONS_00031550 gene-GRM2_tGut +TCONS_00031551 gene-HYAL3_tGut +TCONS_00031552 gene-LSMEM2_tGut +TCONS_00031554 gene-OASL_gGal +TCONS_00031553 gene-OASL_gGal +TCONS_00031555 gene-SLC38A3_tGut +TCONS_00031556 gene-GNAI2_tGut +TCONS_00031557 gene-GNAI2_tGut +TCONS_00031558 gene-PARP3_tGut +TCONS_00031559 gene-GPR62_tGut +TCONS_00031560 gene-ABHD14A_tGut-like-1 +TCONS_00031561 gene-ABHD14B_tGut-like-2 +TCONS_00031563 gene-ACY1_gGal +TCONS_00031562 gene-ACY1_gGal +TCONS_00031564 gene-SEMA3G_tGut-1 +TCONS_00031565 gene-SEMA3G_tGut-1 +TCONS_00031566 gene-SEMA3G_tGut-1 +TCONS_00031569 gene-BAP1_tGut +TCONS_00031570 gene-BAP1_tGut +TCONS_00031568 gene-BAP1_tGut +TCONS_00031567 gene-BAP1_tGut +TCONS_00031571 gene-LOC116808873_tGut +TCONS_00031572 gene-WDR82_tGut +TCONS_00031575 gene-TWF2_tGut +TCONS_00031576 gene-TWF2_tGut +TCONS_00031574 gene-TWF2_tGut +TCONS_00031573 gene-TWF2_tGut +TCONS_00031577 gene-TWF2_tGut +TCONS_00031579 gene-POC1A_tGut +TCONS_00031578 gene-POC1A_tGut +TCONS_00031580 gene-POC1A_tGut +TCONS_00031582 gene-POC1A_tGut +TCONS_00031581 gene-POC1A_tGut +TCONS_00031583 gene-POC1A_tGut +TCONS_00031584 gene-DUSP7_tGut +TCONS_00031585 gene-DUSP7_tGut +TCONS_00031586 gene-RPL29_gGal +TCONS_00031587 gene-NISCH_tGut +TCONS_00031588 gene-NISCH_tGut +TCONS_00031589 gene-NISCH_tGut +TCONS_00031590 gene-STAB1_tGut +TCONS_00031591 gene-STAB1_tGut +TCONS_00031592 gene-SMIM4_tGut +TCONS_00031593 gene-GNL3_tGut +TCONS_00031594 gene-SPCS1_tGut +TCONS_00031596 gene-ITIH3_gGal +TCONS_00031595 gene-ITIH3_gGal +TCONS_00031597 gene-ITIH3_gGal +TCONS_00031599 gene-PRKCD_tGut +TCONS_00031598 gene-PRKCD_tGut +TCONS_00031601 gene-PRKCD_tGut +TCONS_00031600 gene-PRKCD_tGut +TCONS_00031603 gene-CYB561D2_gGal-1 +TCONS_00031602 gene-CYB561D2_gGal-1 +TCONS_00031604 gene-HEMK1_tGut +TCONS_00031605 gene-MAPKAPK3_tGut +TCONS_00031606 gene-MAPKAPK3_tGut +TCONS_00031609 gene-DOCK3_tGut +TCONS_00031611 gene-DOCK3_tGut +TCONS_00031613 gene-DOCK3_tGut +TCONS_00031615 gene-DOCK3_tGut +TCONS_00031617 gene-DOCK3_tGut +TCONS_00031619 gene-DOCK3_tGut +TCONS_00031621 gene-DOCK3_tGut +TCONS_00031620 gene-DOCK3_tGut +TCONS_00031618 gene-DOCK3_tGut +TCONS_00031616 gene-DOCK3_tGut +TCONS_00031614 gene-DOCK3_tGut +TCONS_00031612 gene-DOCK3_tGut +TCONS_00031610 gene-DOCK3_tGut +TCONS_00031608 gene-DOCK3_tGut +TCONS_00031607 gene-DOCK3_tGut +TCONS_00031622 gene-MANF_tGut +TCONS_00031623 gene-MANF_tGut +TCONS_00031624 gene-RBM15B_tGut +TCONS_00031625 gene-MON1A_tGut +TCONS_00031628 gene-MST1R_tGut +TCONS_00031629 gene-MST1R_tGut +TCONS_00031627 gene-MST1R_tGut +TCONS_00031626 gene-MST1R_tGut +TCONS_00031630 gene-CAMKV_tGut +TCONS_00031632 gene-TRAIP_gGal +TCONS_00031631 gene-TRAIP_gGal +TCONS_00031633 gene-APEH_gGal +TCONS_00031634 gene-LOC100231670_tGut +TCONS_00031636 gene-LOC100231670_tGut +TCONS_00031635 gene-LOC100231670_tGut +TCONS_00031637 gene-DAG1_tGut +TCONS_00031638 gene-NICN1_tGut +TCONS_00031639 gene-NICN1_tGut +TCONS_00031640 gene-AMT_tGut +TCONS_00031642 gene-UBA7_tGut +TCONS_00031641 gene-UBA7_tGut +TCONS_00031643 gene-CDHR4_tGut +TCONS_00031644 gene-IP6K1_tGut +TCONS_00031645 gene-GMPPB_gGal +TCONS_00031646 gene-AMIGO3_tGut +TCONS_00031647 gene-SHISA5_tGut +TCONS_00031648 gene-BTG1L_gGal +TCONS_00031649 gene-IPPK_tGut +TCONS_00031650 gene-IPPK_tGut +TCONS_00031651 gene-ECM2_tGut +TCONS_00031652 gene-ASPN_tGut +TCONS_00031653 gene-OMD_tGut +TCONS_00031654 gene-OGN_tGut +TCONS_00031655 gene-NOL8_tGut +TCONS_00031656 gene-NOL8_tGut +TCONS_00031657 gene-IARS1_tGut +TCONS_00031658 gene-ATP2B2_tGut +TCONS_00031661 gene-ATP2B2_tGut +TCONS_00031660 gene-ATP2B2_tGut +TCONS_00031659 gene-ATP2B2_tGut +TCONS_00031664 gene-ATP2B2_tGut +TCONS_00031665 gene-ATP2B2_tGut +TCONS_00031663 gene-ATP2B2_tGut +TCONS_00031662 gene-ATP2B2_tGut +TCONS_00031666 gene-SLC6A11_tGut +TCONS_00031667 gene-SLC6A1_tGut +TCONS_00031668 gene-HRH1_tGut +TCONS_00031671 gene-ATG7_tGut-like-1 +TCONS_00031670 gene-ATG7_tGut-like-1 +TCONS_00031669 gene-ATG7_tGut-like-1 +TCONS_00031672 gene-ATG7_tGut-like-1 +TCONS_00031674 gene-SYN2_tGut +TCONS_00031673 gene-SYN2_tGut +TCONS_00031675 gene-PPARG_tGut +TCONS_00031676 gene-TSEN2_tGut +TCONS_00031677 gene-MKRN2_tGut +TCONS_00031679 gene-CNBP_gGal +TCONS_00031678 gene-CNBP_gGal +TCONS_00031680 gene-ISY1_tGut +TCONS_00031681 gene-CECR5L_gGal +TCONS_00031682 gene-HDAC11_tGut-like +TCONS_00031683 gene-HDAC11_tGut-like +TCONS_00031684 gene-FBLN2_tGut +TCONS_00031685 gene-BARX1_tGut +TCONS_00031686 gene-BARX1_tGut +TCONS_00031687 gene-NINJ1_tGut +TCONS_00031688 gene-RBSN_gGal +TCONS_00031689 gene-RBSN_gGal +TCONS_00031690 gene-RBSN_gGal +TCONS_00031691 gene-TRH_tGut-2 +TCONS_00031692 gene-TRH_tGut-2 +TCONS_00031693 gene-RHO_tGut +TCONS_00031694 gene-RHO_tGut +TCONS_00031696 gene-IFT122_tGut +TCONS_00031695 gene-IFT122_tGut +TCONS_00031697 gene-CAND2_gGal +TCONS_00031698 gene-IRAK2_tGut +TCONS_00031699 gene-IRAK2_tGut +TCONS_00031700 gene-VHL_tGut +TCONS_00031701 gene-THUMPD3_tGut +TCONS_00031702 gene-CAV3_tGut +TCONS_00031703 gene-LMCD1_tGut +TCONS_00031704 gene-GRM7_tGut +TCONS_00031705 gene-GRM7_tGut +TCONS_00031706 gene-EDEM1_tGut +TCONS_00031707 gene-ARL8B_tGut +TCONS_00031708 gene-ARL8B_tGut +TCONS_00031709 gene-BHLHE40_tGut +TCONS_00031712 gene-ITPR1_tGut +TCONS_00031713 gene-ITPR1_tGut +TCONS_00031711 gene-ITPR1_tGut +TCONS_00031710 gene-ITPR1_tGut +TCONS_00031720 gene-ITPR1_tGut +TCONS_00031721 gene-ITPR1_tGut +TCONS_00031719 gene-ITPR1_tGut +TCONS_00031716 gene-ITPR1_tGut +TCONS_00031718 gene-ITPR1_tGut +TCONS_00031717 gene-ITPR1_tGut +TCONS_00031715 gene-ITPR1_tGut +TCONS_00031714 gene-ITPR1_tGut +TCONS_00031722 gene-LRRN1_tGut +TCONS_00031723 gene-TRNT1_tGut +TCONS_00031724 gene-CNTN4_tGut +TCONS_00031726 gene-CNTN6_gGal +TCONS_00031725 gene-CNTN6_gGal +TCONS_00031729 gene-CHL1_tGut +TCONS_00031728 gene-CHL1_tGut +TCONS_00031727 gene-CHL1_tGut +TCONS_00031731 gene-CHL1_tGut +TCONS_00031730 gene-CHL1_tGut +TCONS_00031732 gene-PPP4R2_tGut +TCONS_00031733 gene-GXYLT2_tGut +TCONS_00031734 gene-GXYLT2_tGut +TCONS_00031735 gene-GPR27_tGut +TCONS_00031736 gene-LOC100220728_tGut +TCONS_00031738 gene-MITF_tGut +TCONS_00031737 gene-MITF_tGut +TCONS_00031739 gene-MITF_tGut +TCONS_00031742 gene-MITF_tGut +TCONS_00031743 gene-MITF_tGut +TCONS_00031741 gene-MITF_tGut +TCONS_00031740 gene-MITF_tGut +TCONS_00031744 gene-ARL6IP5_tGut +TCONS_00031745 gene-TAFA1_tGut +TCONS_00031746 gene-LOC100228408_tGut +TCONS_00031747 gene-LOC100228408_tGut +TCONS_00031748 gene-LOC100228408_tGut +TCONS_00031749 gene-LOC100228408_tGut +TCONS_00031750 gene-LOC100228408_tGut +TCONS_00031751 gene-KBTBD8_tGut +TCONS_00031753 gene-KBTBD8_tGut +TCONS_00031752 gene-KBTBD8_tGut +TCONS_00031755 gene-KBTBD8_tGut +TCONS_00031754 gene-KBTBD8_tGut +TCONS_00031757 gene-SLC25A26_tGut +TCONS_00031756 gene-SLC25A26_tGut +TCONS_00031758 gene-SLC25A26_tGut +TCONS_00031760 gene-SLC25A26_tGut +TCONS_00031759 gene-SLC25A26_tGut +TCONS_00031761 gene-ATXN7_tGut +TCONS_00031762 gene-ATXN7_tGut +TCONS_00031763 gene-ATXN7_tGut +TCONS_00031765 gene-ATXN7_tGut +TCONS_00031764 gene-ATXN7_tGut +TCONS_00031766 gene-SNTN_tGut +TCONS_00031767 gene-SYNPR_tGut +TCONS_00031768 gene-SYNPR_tGut +TCONS_00031769 gene-SYNPR_tGut +TCONS_00031770 gene-C12H3orf14_tGut +TCONS_00031771 gene-KCTD6_tGut +TCONS_00031773 gene-PXK_tGut +TCONS_00031772 gene-PXK_tGut +TCONS_00031775 gene-PXK_tGut +TCONS_00031774 gene-PXK_tGut +TCONS_00031777 gene-PXK_tGut +TCONS_00031776 gene-PXK_tGut +TCONS_00031779 gene-PXK_tGut +TCONS_00031778 gene-PXK_tGut +TCONS_00031781 gene-PXK_tGut +TCONS_00031780 gene-PXK_tGut +TCONS_00031782 gene-PXK_tGut +TCONS_00031783 gene-RPP14_tGut +TCONS_00031784 gene-RPP14_tGut +TCONS_00031785 gene-PRKAR2A_tGut +TCONS_00031786 gene-PRKAR2A_tGut +TCONS_00031787 gene-SLC25A20_tGut +TCONS_00031788 gene-SLC25A20_tGut +TCONS_00031789 gene-P4HTM_tGut +TCONS_00031790 gene-DALRD3_tGut +TCONS_00031792 gene-IMPDH2_tGut +TCONS_00031791 gene-IMPDH2_tGut +TCONS_00031793 gene-QRICH1_tGut +TCONS_00031794 gene-QRICH1_tGut +TCONS_00031795 gene-QARS1_tGut +TCONS_00031796 gene-LOC105759208_tGut +TCONS_00031797 gene-SLC6A8_tGut +TCONS_00031800 gene-USP19_gGal +TCONS_00031799 gene-USP19_gGal +TCONS_00031798 gene-USP19_gGal +TCONS_00031803 gene-USP19_gGal +TCONS_00031804 gene-USP19_gGal +TCONS_00031802 gene-USP19_gGal +TCONS_00031801 gene-USP19_gGal +TCONS_00031805 gene-USP19_gGal +TCONS_00031806 gene-LAMB2_tGut +TCONS_00031808 gene-LOC101748153_gGal +TCONS_00031807 gene-LOC101748153_gGal +TCONS_00031809 gene-CCDC71_tGut +TCONS_00031810 gene-CRELD1_tGut +TCONS_00031811 gene-IL17RC_gGal +TCONS_00031812 gene-IL17RE_gGal +TCONS_00031813 gene-JAGN1_tGut +TCONS_00031814 gene-TTLL8_gGal +TCONS_00031815 gene-ARPC4_tGut +TCONS_00031817 gene-OGG1_tGut +TCONS_00031816 gene-OGG1_tGut +TCONS_00031820 gene-BRPF1_tGut +TCONS_00031822 gene-BRPF1_tGut +TCONS_00031821 gene-BRPF1_tGut +TCONS_00031819 gene-BRPF1_tGut +TCONS_00031818 gene-BRPF1_tGut +TCONS_00031824 gene-CPNE9_tGut +TCONS_00031823 gene-CPNE9_tGut +TCONS_00031826 gene-MTMR14_tGut +TCONS_00031825 gene-MTMR14_tGut +TCONS_00031827 gene-MTMR14_tGut +TCONS_00031828 gene-SETD5_tGut +TCONS_00031829 gene-SETD5_tGut +TCONS_00031830 gene-LOC115496920_tGut +TCONS_00031831 gene-LOC115496920_tGut +TCONS_00031832 gene-PLXNB1_tGut +TCONS_00031833 gene-CCDC51_tGut +TCONS_00031834 gene-CCDC174_tGut +TCONS_00031835 gene-CCDC174_tGut +TCONS_00031836 gene-SLC6A6_tGut +TCONS_00031839 gene-SLC6A6_tGut +TCONS_00031838 gene-SLC6A6_tGut +TCONS_00031837 gene-SLC6A6_tGut +TCONS_00031842 gene-SLC6A6_tGut +TCONS_00031844 gene-SLC6A6_tGut +TCONS_00031843 gene-SLC6A6_tGut +TCONS_00031841 gene-SLC6A6_tGut +TCONS_00031840 gene-SLC6A6_tGut +TCONS_00031849 gene-SLC6A6_tGut +TCONS_00031847 gene-SLC6A6_tGut +TCONS_00031848 gene-SLC6A6_tGut +TCONS_00031846 gene-SLC6A6_tGut +TCONS_00031845 gene-SLC6A6_tGut +TCONS_00031850 gene-LSM3_tGut +TCONS_00031851 gene-TMEM43_tGut +TCONS_00031852 gene-NTN4L_gGal +TCONS_00031854 gene-CFAP100_tGut +TCONS_00031853 gene-CFAP100_tGut +TCONS_00031855 gene-CHST13_tGut +TCONS_00031856 gene-CHST13_tGut +TCONS_00031858 gene-PLXNA1_tGut +TCONS_00031857 gene-PLXNA1_tGut +TCONS_00031859 gene-CHCHD6_tGut +TCONS_00031861 gene-CHCHD6_tGut +TCONS_00031860 gene-CHCHD6_tGut +TCONS_00031862 gene-CHCHD6_tGut +TCONS_00031864 gene-CHCHD6_tGut +TCONS_00031863 gene-CHCHD6_tGut +TCONS_00031865 gene-CHCHD6_tGut +TCONS_00031866 gene-TPRA1_tGut +TCONS_00031867 gene-MGLL_tGut +TCONS_00031869 gene-MGLL_tGut +TCONS_00031868 gene-MGLL_tGut +TCONS_00031870 gene-MGLL_tGut +TCONS_00031871 gene-MGLL_tGut +TCONS_00031873 gene-RUVBL1_tGut +TCONS_00031872 gene-RUVBL1_tGut +TCONS_00031874 gene-DNAJB8_tGut +TCONS_00031875 gene-GATA2_tGut +TCONS_00031877 gene-GATA2_tGut +TCONS_00031876 gene-GATA2_tGut +TCONS_00031878 gene-RPN1_tGut +TCONS_00031879 gene-LOC115496993_tGut +TCONS_00031880 gene-HMCES_tGut +TCONS_00031881 gene-HMCES_tGut +TCONS_00031882 gene-COPG1_tGut +TCONS_00031883 gene-UQCRC1_gGal +TCONS_00031885 gene-SLC26A6_tGut +TCONS_00031884 gene-SLC26A6_tGut +TCONS_00031886 gene-SLC26A6_tGut +TCONS_00031889 gene-CELSR3_tGut +TCONS_00031888 gene-CELSR3_tGut +TCONS_00031887 gene-CELSR3_tGut +TCONS_00031890 gene-NCKIPSD_tGut +TCONS_00031891 gene-NCKIPSD_tGut +TCONS_00031892 gene-IP6K2_tGut +TCONS_00031893 gene-ABHD6_tGut +TCONS_00031894 gene-ABHD6_tGut +TCONS_00031897 gene-FLNB_tGut +TCONS_00031899 gene-FLNB_tGut +TCONS_00031900 gene-FLNB_tGut +TCONS_00031898 gene-FLNB_tGut +TCONS_00031896 gene-FLNB_tGut +TCONS_00031895 gene-FLNB_tGut +TCONS_00031901 gene-SLMAP_gGal +TCONS_00031905 gene-SLMAP_gGal +TCONS_00031907 gene-SLMAP_gGal +TCONS_00031909 gene-SLMAP_gGal +TCONS_00031908 gene-SLMAP_gGal +TCONS_00031906 gene-SLMAP_gGal +TCONS_00031904 gene-SLMAP_gGal +TCONS_00031903 gene-SLMAP_gGal +TCONS_00031902 gene-SLMAP_gGal +TCONS_00031910 gene-SLMAP_gGal +TCONS_00031922 gene-SLMAP_gGal +TCONS_00031915 gene-SLMAP_gGal +TCONS_00031917 gene-SLMAP_gGal +TCONS_00031918 gene-SLMAP_gGal +TCONS_00031919 gene-SLMAP_gGal +TCONS_00031921 gene-SLMAP_gGal +TCONS_00031920 gene-SLMAP_gGal +TCONS_00031916 gene-SLMAP_gGal +TCONS_00031913 gene-SLMAP_gGal +TCONS_00031914 gene-SLMAP_gGal +TCONS_00031912 gene-SLMAP_gGal +TCONS_00031911 gene-SLMAP_gGal +TCONS_00031923 gene-PDE12_tGut +TCONS_00031924 gene-APPL1_tGut +TCONS_00031925 gene-CCDC66_tGut +TCONS_00031926 gene-CCDC66_tGut +TCONS_00031929 gene-CACNA2D3_tGut +TCONS_00031928 gene-CACNA2D3_tGut +TCONS_00031927 gene-CACNA2D3_tGut +TCONS_00031930 gene-CACNA1D_tGut +TCONS_00031931 gene-CACNA1D_tGut +TCONS_00031936 gene-CACNA1D_tGut +TCONS_00031938 gene-CACNA1D_tGut +TCONS_00031940 gene-CACNA1D_tGut +TCONS_00031942 gene-CACNA1D_tGut +TCONS_00031944 gene-CACNA1D_tGut +TCONS_00031946 gene-CACNA1D_tGut +TCONS_00031948 gene-CACNA1D_tGut +TCONS_00031950 gene-CACNA1D_tGut +TCONS_00031949 gene-CACNA1D_tGut +TCONS_00031947 gene-CACNA1D_tGut +TCONS_00031945 gene-CACNA1D_tGut +TCONS_00031943 gene-CACNA1D_tGut +TCONS_00031941 gene-CACNA1D_tGut +TCONS_00031939 gene-CACNA1D_tGut +TCONS_00031937 gene-CACNA1D_tGut +TCONS_00031935 gene-CACNA1D_tGut +TCONS_00031934 gene-CACNA1D_tGut +TCONS_00031933 gene-CACNA1D_tGut +TCONS_00031932 gene-CACNA1D_tGut +TCONS_00031951 gene-TMEM40_tGut +TCONS_00031952 gene-BRK1_tGut +TCONS_00031953 gene-FANCD2_tGut +TCONS_00031954 gene-USP4_tGut +TCONS_00031955 gene-GRM2_tGut +TCONS_00031956 gene-RRP9_tGut +TCONS_00031957 gene-SEMA3B_tGut-like-1 +TCONS_00031959 gene-SEMA3B_tGut-like-1 +TCONS_00031958 gene-SEMA3B_tGut-like-1 +TCONS_00031960 gene-SEMA3B_tGut-like-1 +TCONS_00031961 gene-GNAI3_tGut-like-2 +TCONS_00031962 gene-GNAT1_tGut-like-3 +TCONS_00031964 gene-SEMA3G_tGut-2 +TCONS_00031963 gene-SEMA3G_tGut-2 +TCONS_00031966 gene-RBM5_tGut +TCONS_00031965 gene-RBM5_tGut +TCONS_00031967 gene-PCBP4_tGut +TCONS_00031968 gene-PCBP4_tGut +TCONS_00031969 gene-PCBP4_tGut +TCONS_00031970 gene-ABHD14B_tGut-like-1 +TCONS_00031972 gene-DNAH1_tGut +TCONS_00031971 gene-DNAH1_tGut +TCONS_00031973 gene-DNAH1_tGut +TCONS_00031974 gene-LOC112533336_gGal +TCONS_00031975 gene-GLYCTK_gGal +TCONS_00031976 gene-PPM1M_tGut +TCONS_00031978 gene-ALAS1_tGut +TCONS_00031977 gene-ALAS1_tGut +TCONS_00031979 gene-TNNC1_tGut +TCONS_00031980 gene-NT5DC2_tGut +TCONS_00031981 gene-NT5DC2_tGut +TCONS_00031982 gene-NT5DC2_tGut +TCONS_00031985 gene-PBRM1_tGut +TCONS_00031986 gene-PBRM1_tGut +TCONS_00031984 gene-PBRM1_tGut +TCONS_00031983 gene-PBRM1_tGut +TCONS_00031992 gene-PBRM1_tGut +TCONS_00031989 gene-PBRM1_tGut +TCONS_00031991 gene-PBRM1_tGut +TCONS_00031990 gene-PBRM1_tGut +TCONS_00031988 gene-PBRM1_tGut +TCONS_00031987 gene-PBRM1_tGut +TCONS_00031993 gene-PBRM1_tGut +TCONS_00031994 gene-PBRM1_tGut +TCONS_00031995 gene-GLT8D1_tGut +TCONS_00031996 gene-NEK4_tGut +TCONS_00031999 gene-NEK4_tGut +TCONS_00031998 gene-NEK4_tGut +TCONS_00031997 gene-NEK4_tGut +TCONS_00032000 gene-MUSTN1_tGut +TCONS_00032002 gene-LOC100221170_tGut +TCONS_00032001 gene-LOC100221170_tGut +TCONS_00032004 gene-SFMBT1_tGut +TCONS_00032003 gene-SFMBT1_tGut +TCONS_00032005 gene-RFT1_gGal +TCONS_00032006 gene-RFT1_gGal +TCONS_00032007 gene-PFKFB4_gGal +TCONS_00032008 gene-PFKFB4_gGal +TCONS_00032009 gene-PFKFB4_gGal +TCONS_00032010 gene-PFKFB4_gGal +TCONS_00032011 gene-PFKFB4_gGal +TCONS_00032012 gene-PFKFB4_gGal +TCONS_00032013 gene-PFKFB4_gGal +TCONS_00032014 gene-PFKFB4_gGal +TCONS_00032015 gene-PFKFB4_gGal +TCONS_00032016 gene-HYAL1_gGal +TCONS_00032017 gene-HYAL2_gGal +TCONS_00032018 gene-TUSC2_tGut +TCONS_00032019 gene-TUSC2_tGut +TCONS_00032020 gene-RASSF1_tGut +TCONS_00032021 gene-RASSF1_tGut +TCONS_00032022 gene-ZMYND10_tGut +TCONS_00032023 gene-NPRL2_tGut +TCONS_00032024 gene-TMEM115_tGut +TCONS_00032027 gene-CACNA2D2_tGut +TCONS_00032028 gene-CACNA2D2_tGut +TCONS_00032026 gene-CACNA2D2_tGut +TCONS_00032025 gene-CACNA2D2_tGut +TCONS_00032029 gene-C12H3orf18_tGut +TCONS_00032030 gene-C12H3orf18_tGut +TCONS_00032031 gene-C12H3orf18_tGut +TCONS_00032032 gene-CISH_tGut +TCONS_00032034 gene-DCAF1_tGut +TCONS_00032033 gene-DCAF1_tGut +TCONS_00032035 gene-DCAF1_tGut +TCONS_00032036 gene-DCAF1_tGut +TCONS_00032037 gene-DCAF1_tGut +TCONS_00032038 gene-DCAF1_tGut +TCONS_00032039 gene-SEMA3G_gGal-like-4 +TCONS_00032040 gene-SEMA3DL_gGal-like-1 +TCONS_00032041 gene-RBM6_gGal +TCONS_00032042 gene-MST1_tGut +TCONS_00032043 gene-TCTA_tGut +TCONS_00032044 gene-RNF123_tGut +TCONS_00032045 gene-ATRIP_gGal +TCONS_00032046 gene-ATRIP_gGal +TCONS_00032047 gene-ATRIP_gGal +TCONS_00032048 gene-LOC121106647_gGal +TCONS_00032051 gene-CENPP_gGal-1 +TCONS_00032052 gene-CENPP_gGal-1 +TCONS_00032050 gene-CENPP_gGal-1 +TCONS_00032049 gene-CENPP_gGal-1 +TCONS_00032054 gene-CENPP_gGal-1 +TCONS_00032053 gene-CENPP_gGal-1 +TCONS_00032055 gene-CENPP_gGal-1 +TCONS_00032056 gene-LOC112533358_gGal +TCONS_00032057 gene-VGLL4_tGut +TCONS_00032058 gene-VGLL4_tGut +TCONS_00032059 gene-VGLL4_tGut +TCONS_00032061 gene-TAMM41_tGut +TCONS_00032060 gene-TAMM41_tGut +TCONS_00032062 gene-TIMP4_tGut +TCONS_00032063 gene-MKRN2OS_tGut +TCONS_00032066 gene-RAF1_tGut +TCONS_00032067 gene-RAF1_tGut +TCONS_00032065 gene-RAF1_tGut +TCONS_00032064 gene-RAF1_tGut +TCONS_00032068 gene-RAB43_tGut +TCONS_00032069 gene-GP9_tGut +TCONS_00032072 gene-EFCC1_tGut-13 +TCONS_00032073 gene-EFCC1_tGut-13 +TCONS_00032071 gene-EFCC1_tGut-13 +TCONS_00032070 gene-EFCC1_tGut-13 +TCONS_00032075 gene-EFCC1_tGut-13 +TCONS_00032074 gene-EFCC1_tGut-13 +TCONS_00032076 gene-ACAD9_tGut +TCONS_00032077 gene-ACAD9_tGut +TCONS_00032079 gene-IQSEC1_tGut-like +TCONS_00032078 gene-IQSEC1_tGut-like +TCONS_00032080 gene-IQSEC1_tGut-like +TCONS_00032081 gene-IQSEC1_tGut-like +TCONS_00032082 gene-IQSEC1_tGut-like +TCONS_00032084 gene-IQSEC1_tGut-like +TCONS_00032083 gene-IQSEC1_tGut-like +TCONS_00032085 gene-IQSEC1_tGut-like +TCONS_00032086 gene-IQSEC1_tGut-like +TCONS_00032089 gene-IQSEC1_tGut-like +TCONS_00032088 gene-IQSEC1_tGut-like +TCONS_00032087 gene-IQSEC1_tGut-like +TCONS_00032095 gene-IQSEC1_tGut-like +TCONS_00032096 gene-IQSEC1_tGut-like +TCONS_00032097 gene-IQSEC1_tGut-like +TCONS_00032092 gene-IQSEC1_tGut-like +TCONS_00032094 gene-IQSEC1_tGut-like +TCONS_00032093 gene-IQSEC1_tGut-like +TCONS_00032091 gene-IQSEC1_tGut-like +TCONS_00032090 gene-IQSEC1_tGut-like +TCONS_00032100 gene-IQSEC1_tGut-like +TCONS_00032099 gene-IQSEC1_tGut-like +TCONS_00032098 gene-IQSEC1_tGut-like +TCONS_00032102 gene-IQSEC1_tGut-like +TCONS_00032101 gene-IQSEC1_tGut-like +TCONS_00032104 gene-NUP210_gGal +TCONS_00032103 gene-NUP210_gGal +TCONS_00032105 gene-WNT7A_tGut +TCONS_00032106 gene-PTPDC1_tGut +TCONS_00032108 gene-PTPDC1_tGut +TCONS_00032107 gene-PTPDC1_tGut +TCONS_00032110 gene-PTPDC1_tGut +TCONS_00032109 gene-PTPDC1_tGut +TCONS_00032112 gene-PTPDC1_tGut +TCONS_00032111 gene-PTPDC1_tGut +TCONS_00032113 gene-PTPDC1_tGut +TCONS_00032114 gene-PHF2_gGal +TCONS_00032115 gene-PHF2_gGal +TCONS_00032116 gene-PHF2_gGal +TCONS_00032117 gene-PHF2_gGal +TCONS_00032119 gene-FAM120A_tGut +TCONS_00032118 gene-FAM120A_tGut +TCONS_00032122 gene-WNK2_tGut +TCONS_00032124 gene-WNK2_tGut +TCONS_00032125 gene-WNK2_tGut +TCONS_00032123 gene-WNK2_tGut +TCONS_00032121 gene-WNK2_tGut +TCONS_00032120 gene-WNK2_tGut +TCONS_00032128 gene-WNK2_tGut +TCONS_00032127 gene-WNK2_tGut +TCONS_00032126 gene-WNK2_tGut +TCONS_00032131 gene-WNK2_tGut +TCONS_00032130 gene-WNK2_tGut +TCONS_00032129 gene-WNK2_tGut +TCONS_00032132 gene-WNK2_tGut +TCONS_00032138 gene-WNK2_tGut +TCONS_00032140 gene-WNK2_tGut +TCONS_00032141 gene-WNK2_tGut +TCONS_00032139 gene-WNK2_tGut +TCONS_00032136 gene-WNK2_tGut +TCONS_00032137 gene-WNK2_tGut +TCONS_00032135 gene-WNK2_tGut +TCONS_00032134 gene-WNK2_tGut +TCONS_00032133 gene-WNK2_tGut +TCONS_00032142 gene-WNK2_tGut +TCONS_00032143 gene-CARD19_tGut +TCONS_00032144 gene-CARD19_tGut +TCONS_00032146 gene-CARD19_tGut +TCONS_00032145 gene-CARD19_tGut +TCONS_00032147 gene-CARD19_tGut +TCONS_00032148 gene-SUSD3_tGut +TCONS_00032149 gene-FGD3_tGut +TCONS_00032150 gene-FGD3_tGut +TCONS_00032151 gene-FGD3_tGut +TCONS_00032152 gene-FGD3_tGut +TCONS_00032153 gene-FGD3_tGut +TCONS_00032154 gene-FGD3_tGut +TCONS_00032155 gene-FGD3_tGut +TCONS_00032156 gene-FGD3_tGut +TCONS_00032157 gene-FGD3_tGut +TCONS_00032158 gene-BICD2_tGut +TCONS_00032159 gene-BICD2_tGut +TCONS_00032160 gene-BICD2_tGut +TCONS_00032161 gene-CD1B_gGal +TCONS_00032162 gene-CD1C_gGal +TCONS_00032163 gene-MAJIN_tGut +TCONS_00032164 gene-MAJIN_tGut +TCONS_00032165 gene-LOC121108857_gGal-like-6 +TCONS_00032166 gene-MBD2_gGal-like-1 +TCONS_00032167 gene-LOC121106935_gGal-like-1 +TCONS_00032168 gene-RPS18_tGut-1 +TCONS_00032169 gene-RPS18_tGut-1 +TCONS_00032170 gene-RPS18_tGut-1 +TCONS_00032171 gene-VPS52_tGut-like-2 +TCONS_00032173 gene-VPS52_tGut-like-2 +TCONS_00032172 gene-VPS52_tGut-like-2 +TCONS_00032174 gene-LOC124417578_gGal-like-19 +TCONS_00032175 gene-CSNK1D_tGut +TCONS_00032176 gene-CSNK1D_tGut +TCONS_00032177 gene-CCDC57_tGut +TCONS_00032178 gene-CCDC57_tGut +TCONS_00032179 gene-FASN_tGut +TCONS_00032181 gene-DUS1L_tGut +TCONS_00032180 gene-DUS1L_tGut +TCONS_00032182 gene-RFNG_tGut +TCONS_00032183 gene-DCXR_tGut +TCONS_00032184 gene-CENPX_tGut +TCONS_00032185 gene-NOTUM_tGut +TCONS_00032186 gene-MYADML2_tGut +TCONS_00032187 gene-PYCR1_tGut +TCONS_00032188 gene-PYCR1_tGut +TCONS_00032189 gene-MAFG_tGut +TCONS_00032190 gene-SIRT7_tGut +TCONS_00032191 gene-PCYT2_tGut +TCONS_00032192 gene-ALYREF_tGut +TCONS_00032193 gene-ARHGDIA_tGut +TCONS_00032194 gene-P4HB_tGut +TCONS_00032195 gene-PPP1R27_tGut +TCONS_00032196 gene-MCRIP1_tGut-like-1 +TCONS_00032198 gene-ARL16_tGut +TCONS_00032197 gene-ARL16_tGut +TCONS_00032199 gene-SYNGR2_tGut +TCONS_00032200 gene-AFMID_tGut +TCONS_00032202 gene-AFMID_tGut +TCONS_00032201 gene-AFMID_tGut +TCONS_00032203 gene-PGS1_tGut +TCONS_00032204 gene-C1QTNF1_tGut +TCONS_00032205 gene-ENGASE_tGut +TCONS_00032206 gene-ENPP7_tGut +TCONS_00032207 gene-CBX2_tGut-like-1 +TCONS_00032208 gene-CCDC40_tGut +TCONS_00032209 gene-GAA_tGut +TCONS_00032210 gene-SLC26A11_tGut +TCONS_00032213 gene-SLC26A11_tGut +TCONS_00032212 gene-SLC26A11_tGut +TCONS_00032211 gene-SLC26A11_tGut +TCONS_00032215 gene-SLC26A11_tGut +TCONS_00032214 gene-SLC26A11_tGut +TCONS_00032217 gene-RNF213_gGal +TCONS_00032216 gene-RNF213_gGal +TCONS_00032218 gene-ENDOV_tGut +TCONS_00032221 gene-RPTOR_tGut +TCONS_00032223 gene-RPTOR_tGut +TCONS_00032222 gene-RPTOR_tGut +TCONS_00032220 gene-RPTOR_tGut +TCONS_00032219 gene-RPTOR_tGut +TCONS_00032224 gene-RPTOR_tGut +TCONS_00032225 gene-CHMP6_tGut +TCONS_00032226 gene-CHMP6_tGut +TCONS_00032229 gene-BAIAP2_tGut +TCONS_00032228 gene-BAIAP2_tGut +TCONS_00032227 gene-BAIAP2_tGut +TCONS_00032232 gene-BAIAP2_tGut +TCONS_00032233 gene-BAIAP2_tGut +TCONS_00032231 gene-BAIAP2_tGut +TCONS_00032230 gene-BAIAP2_tGut +TCONS_00032237 gene-BAIAP2_tGut +TCONS_00032236 gene-BAIAP2_tGut +TCONS_00032235 gene-BAIAP2_tGut +TCONS_00032234 gene-BAIAP2_tGut +TCONS_00032238 gene-BAIAP2_tGut +TCONS_00032239 gene-NDUFAF8_tGut +TCONS_00032240 gene-FSCN2_tGut +TCONS_00032241 gene-TSPAN10_tGut +TCONS_00032243 gene-CCDC137_tGut +TCONS_00032242 gene-CCDC137_tGut +TCONS_00032244 gene-BTBD17_gGal +TCONS_00032246 gene-SDK2_tGut +TCONS_00032245 gene-SDK2_tGut +TCONS_00032247 gene-SDK2_tGut +TCONS_00032250 gene-CDC42EP4_tGut +TCONS_00032249 gene-CDC42EP4_tGut +TCONS_00032248 gene-CDC42EP4_tGut +TCONS_00032251 gene-CPSF4L_tGut +TCONS_00032254 gene-FAM104A_tGut +TCONS_00032253 gene-FAM104A_tGut +TCONS_00032252 gene-FAM104A_tGut +TCONS_00032256 gene-FAM104A_tGut +TCONS_00032255 gene-FAM104A_tGut +TCONS_00032258 gene-FAM104A_tGut +TCONS_00032257 gene-FAM104A_tGut +TCONS_00032259 gene-SLC39A11_tGut +TCONS_00032260 gene-SLC39A11_tGut +TCONS_00032261 gene-ABCA5_tGut +TCONS_00032262 gene-ABCA5_tGut +TCONS_00032263 gene-ABCA9_gGal +TCONS_00032264 gene-ABCA8_gGal +TCONS_00032266 gene-FAM20A_tGut-1 +TCONS_00032265 gene-FAM20A_tGut-1 +TCONS_00032267 gene-WIPI1_tGut +TCONS_00032268 gene-SLC16A6_tGut +TCONS_00032269 gene-SLC16A6_tGut +TCONS_00032271 gene-RGS9_tGut +TCONS_00032270 gene-RGS9_tGut +TCONS_00032274 gene-PRKCA_tGut +TCONS_00032275 gene-PRKCA_tGut +TCONS_00032273 gene-PRKCA_tGut +TCONS_00032272 gene-PRKCA_tGut +TCONS_00032276 gene-PRKCA_tGut +TCONS_00032277 gene-CACNG5_tGut +TCONS_00032278 gene-LOC121107130_gGal +TCONS_00032279 gene-CACNG4_tGut +TCONS_00032280 gene-CACNG1_tGut +TCONS_00032281 gene-PITPNC1_tGut +TCONS_00032283 gene-PITPNC1_tGut +TCONS_00032282 gene-PITPNC1_tGut +TCONS_00032284 gene-PITPNC1_tGut +TCONS_00032285 gene-NOL11_tGut +TCONS_00032288 gene-BPTF_tGut +TCONS_00032290 gene-BPTF_tGut +TCONS_00032292 gene-BPTF_tGut +TCONS_00032294 gene-BPTF_tGut +TCONS_00032296 gene-BPTF_tGut +TCONS_00032297 gene-BPTF_tGut +TCONS_00032295 gene-BPTF_tGut +TCONS_00032293 gene-BPTF_tGut +TCONS_00032291 gene-BPTF_tGut +TCONS_00032289 gene-BPTF_tGut +TCONS_00032287 gene-BPTF_tGut +TCONS_00032286 gene-BPTF_tGut +TCONS_00032300 gene-BPTF_tGut +TCONS_00032301 gene-BPTF_tGut +TCONS_00032299 gene-BPTF_tGut +TCONS_00032298 gene-BPTF_tGut +TCONS_00032305 gene-BPTF_tGut +TCONS_00032306 gene-BPTF_tGut +TCONS_00032307 gene-BPTF_tGut +TCONS_00032304 gene-BPTF_tGut +TCONS_00032303 gene-BPTF_tGut +TCONS_00032302 gene-BPTF_tGut +TCONS_00032308 gene-BPTF_tGut +TCONS_00032309 gene-KPNA2_tGut +TCONS_00032310 gene-SMURF2_tGut +TCONS_00032311 gene-SMURF2_tGut +TCONS_00032312 gene-SMURF2_tGut +TCONS_00032314 gene-DDX5_tGut +TCONS_00032313 gene-DDX5_tGut +TCONS_00032315 gene-POLG2_tGut +TCONS_00032316 gene-PECAM1_tGut +TCONS_00032320 gene-PECAM1_tGut +TCONS_00032319 gene-PECAM1_tGut +TCONS_00032318 gene-PECAM1_tGut +TCONS_00032317 gene-PECAM1_tGut 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gene-MBTD1_tGut +TCONS_00032353 gene-MBTD1_tGut +TCONS_00032352 gene-MBTD1_tGut +TCONS_00032351 gene-MBTD1_tGut +TCONS_00032350 gene-MBTD1_tGut +TCONS_00032356 gene-MBTD1_tGut +TCONS_00032359 gene-SPAG9_tGut +TCONS_00032360 gene-SPAG9_tGut +TCONS_00032358 gene-SPAG9_tGut +TCONS_00032357 gene-SPAG9_tGut +TCONS_00032363 gene-SPAG9_tGut +TCONS_00032364 gene-SPAG9_tGut +TCONS_00032362 gene-SPAG9_tGut +TCONS_00032361 gene-SPAG9_tGut +TCONS_00032365 gene-TOB1_tGut +TCONS_00032366 gene-LOC100218804_tGut +TCONS_00032367 gene-ANKRD40_tGut +TCONS_00032368 gene-ANKRD40_tGut +TCONS_00032369 gene-ANKRD40_tGut +TCONS_00032370 gene-CHAD_tGut +TCONS_00032372 gene-LRRC59_tGut +TCONS_00032371 gene-LRRC59_tGut +TCONS_00032373 gene-MRPL27_gGal +TCONS_00032374 gene-RAB37_tGut +TCONS_00032376 gene-RAB37_tGut +TCONS_00032375 gene-RAB37_tGut +TCONS_00032377 gene-RAB37_tGut +TCONS_00032378 gene-SLC9A3R1_tGut +TCONS_00032379 gene-TMEM104_tGut +TCONS_00032380 gene-OTOP2_tGut +TCONS_00032381 gene-OTOP3_tGut 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+TCONS_00032412 gene-SMIM5_tGut +TCONS_00032414 gene-SAP30BP_gGal +TCONS_00032413 gene-SAP30BP_gGal +TCONS_00032415 gene-ITGB4_tGut +TCONS_00032417 gene-ITGB4_tGut +TCONS_00032416 gene-ITGB4_tGut +TCONS_00032419 gene-LOC417372_gGal +TCONS_00032418 gene-LOC417372_gGal +TCONS_00032420 gene-LOC417372_gGal +TCONS_00032422 gene-LOC417372_gGal +TCONS_00032421 gene-LOC417372_gGal +TCONS_00032425 gene-UNK_tGut-1 +TCONS_00032427 gene-UNK_tGut-1 +TCONS_00032429 gene-UNK_tGut-1 +TCONS_00032430 gene-UNK_tGut-1 +TCONS_00032428 gene-UNK_tGut-1 +TCONS_00032426 gene-UNK_tGut-1 +TCONS_00032424 gene-UNK_tGut-1 +TCONS_00032423 gene-UNK_tGut-1 +TCONS_00032431 gene-TEN1_tGut +TCONS_00032432 gene-CDK3_tGut +TCONS_00032433 gene-CDK3_tGut +TCONS_00032434 gene-CDK3_tGut +TCONS_00032435 gene-GALR2_tGut +TCONS_00032436 gene-UBALD2_tGut +TCONS_00032437 gene-SPHK1_tGut +TCONS_00032438 gene-AANAT_tGut +TCONS_00032439 gene-METTL23_tGut +TCONS_00032440 gene-MFSD11_tGut +TCONS_00032442 gene-MGAT5B_tGut +TCONS_00032441 gene-MGAT5B_tGut +TCONS_00032443 gene-MGAT5B_tGut +TCONS_00032445 gene-MGAT5B_tGut +TCONS_00032444 gene-MGAT5B_tGut +TCONS_00032446 gene-MGAT5B_tGut +TCONS_00032447 gene-LOC112530017_gGal +TCONS_00032448 gene-SEC14L1_tGut +TCONS_00032449 gene-SEC14L1_tGut +TCONS_00032450 gene-RASL10A_gGal +TCONS_00032451 gene-UTS2R_gGal +TCONS_00032452 gene-LOC100222682_tGut +TCONS_00032454 gene-HEXD_tGut +TCONS_00032453 gene-HEXD_tGut +TCONS_00032455 gene-HEXD_tGut +TCONS_00032456 gene-NARF_tGut +TCONS_00032457 gene-FOXK2_tGut +TCONS_00032458 gene-FOXK2_tGut +TCONS_00032459 gene-FN3K_tGut +TCONS_00032460 gene-FN3K_tGut +TCONS_00032461 gene-TBCD_tGut +TCONS_00032462 gene-TBCD_tGut +TCONS_00032463 gene-METRNL_tGut +TCONS_00032464 gene-DHRS7C_tGut +TCONS_00032465 gene-GLP2R_tGut +TCONS_00032466 gene-GLP2R_tGut +TCONS_00032467 gene-GLP2R_tGut +TCONS_00032468 gene-ADPRM_tGut +TCONS_00032471 gene-MAP2K4_tGut +TCONS_00032472 gene-MAP2K4_tGut +TCONS_00032470 gene-MAP2K4_tGut +TCONS_00032469 gene-MAP2K4_tGut 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+TCONS_00032503 gene-SLC16A3_tGut +TCONS_00032504 gene-GPS1_tGut +TCONS_00032505 gene-GPS1_tGut +TCONS_00032506 gene-RAC3_tGut +TCONS_00032508 gene-RAC3_tGut +TCONS_00032507 gene-RAC3_tGut +TCONS_00032510 gene-LRRC45_tGut +TCONS_00032509 gene-LRRC45_tGut +TCONS_00032511 gene-ASPSCR1_tGut +TCONS_00032512 gene-NPB_gGal +TCONS_00032513 gene-GCGR_tGut +TCONS_00032516 gene-SLC25A10_tGut +TCONS_00032515 gene-SLC25A10_tGut +TCONS_00032514 gene-SLC25A10_tGut +TCONS_00032517 gene-MRPL12_tGut +TCONS_00032518 gene-HGS_tGut +TCONS_00032519 gene-TMC6_tGut +TCONS_00032520 gene-TMC6_tGut +TCONS_00032521 gene-TK1_tGut +TCONS_00032522 gene-SOCS3_tGut +TCONS_00032524 gene-DNAH17_tGut +TCONS_00032523 gene-DNAH17_tGut +TCONS_00032525 gene-CYTH1_tGut +TCONS_00032526 gene-CYTH1_tGut +TCONS_00032527 gene-CYTH1_tGut +TCONS_00032529 gene-CYTH1_tGut +TCONS_00032528 gene-CYTH1_tGut +TCONS_00032530 gene-USP36_tGut +TCONS_00032531 gene-USP36_tGut +TCONS_00032532 gene-TIMP2_tGut +TCONS_00032533 gene-CANT1_tGut +TCONS_00032534 gene-CANT1_tGut +TCONS_00032535 gene-RBFOX3_tGut +TCONS_00032537 gene-RBFOX3_tGut +TCONS_00032536 gene-RBFOX3_tGut +TCONS_00032538 gene-RBFOX3_tGut +TCONS_00032539 gene-RBFOX3_tGut +TCONS_00032541 gene-RBFOX3_tGut +TCONS_00032540 gene-RBFOX3_tGut +TCONS_00032542 gene-RBFOX3_tGut +TCONS_00032544 gene-CBX8_tGut +TCONS_00032543 gene-CBX8_tGut +TCONS_00032546 gene-CBX4_tGut-like-2 +TCONS_00032545 gene-CBX4_tGut-like-2 +TCONS_00032548 gene-TBC1D16_tGut +TCONS_00032547 gene-TBC1D16_tGut +TCONS_00032550 gene-SGSH_tGut +TCONS_00032549 gene-SGSH_tGut +TCONS_00032551 gene-SGSH_tGut +TCONS_00032552 gene-NPTX1_tGut +TCONS_00032553 gene-AATK_tGut +TCONS_00032556 gene-CEP131_tGut +TCONS_00032557 gene-CEP131_tGut +TCONS_00032555 gene-CEP131_tGut +TCONS_00032554 gene-CEP131_tGut +TCONS_00032558 gene-TEPSIN_tGut +TCONS_00032560 gene-TEPSIN_tGut +TCONS_00032559 gene-TEPSIN_tGut +TCONS_00032561 gene-SLC38A10_tGut +TCONS_00032562 gene-SLC38A10_tGut +TCONS_00032563 gene-ACTG1_tGut +TCONS_00032564 gene-FAAP100_tGut +TCONS_00032565 gene-LOC115497622_tGut-1 +TCONS_00032566 gene-NPLOC4_tGut +TCONS_00032567 gene-PDE6G_tGut +TCONS_00032568 gene-OXLD1_tGut +TCONS_00032569 gene-OXLD1_tGut +TCONS_00032570 gene-GPRC5C_tGut +TCONS_00032571 gene-GPR142_tGut +TCONS_00032572 gene-LOC107053190_gGal-2 +TCONS_00032573 gene-DNAI2_tGut +TCONS_00032574 gene-TTYH2_tGut +TCONS_00032575 gene-RPL38_tGut +TCONS_00032576 gene-C17ORF80_gGal +TCONS_00032577 gene-COG1_tGut +TCONS_00032578 gene-COG1_tGut +TCONS_00032579 gene-SSTR2_tGut +TCONS_00032580 gene-SOX9_tGut +TCONS_00032581 gene-KCNJ2_tGut +TCONS_00032582 gene-KCNJ16_tGut +TCONS_00032583 gene-MAP2K6_tGut +TCONS_00032584 gene-MAP2K6_tGut +TCONS_00032586 gene-MAP2K6_tGut +TCONS_00032585 gene-MAP2K6_tGut +TCONS_00032587 gene-PRKAR1A_tGut +TCONS_00032588 gene-ARSG_tGut +TCONS_00032589 gene-ARSG_tGut +TCONS_00032590 gene-GNA13_tGut +TCONS_00032591 gene-AXIN2_tGut +TCONS_00032592 gene-CEP112_tGut +TCONS_00032593 gene-CEP112_tGut 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gene-PHF1_tGut-4 +TCONS_00032959 gene-LOC121471035_tGut-like-1 +TCONS_00032960 gene-SLC8A2_gGal-1 +TCONS_00032961 gene-KIFC1_tGut-like-1 +TCONS_00032962 gene-KIFC1_tGut-like-1 +TCONS_00032964 gene-PLK5_tGut-like-2 +TCONS_00032963 gene-PLK5_tGut-like-2 +TCONS_00032965 gene-GPS2_tGut-like-2 +TCONS_00032966 gene-NKX6-2_tGut +TCONS_00032967 gene-STK32C_tGut +TCONS_00032968 gene-STK32C_tGut +TCONS_00032969 gene-STK32C_tGut +TCONS_00032970 gene-BNIP3_tGut +TCONS_00032971 gene-TCERG1L_tGut +TCONS_00032972 gene-C6H10orf143_tGut +TCONS_00032975 gene-EBF3_tGut +TCONS_00032977 gene-EBF3_tGut +TCONS_00032979 gene-EBF3_tGut +TCONS_00032980 gene-EBF3_tGut +TCONS_00032978 gene-EBF3_tGut +TCONS_00032976 gene-EBF3_tGut +TCONS_00032974 gene-EBF3_tGut +TCONS_00032973 gene-EBF3_tGut +TCONS_00032990 gene-EBF3_tGut +TCONS_00032985 gene-EBF3_tGut +TCONS_00032986 gene-EBF3_tGut +TCONS_00032987 gene-EBF3_tGut +TCONS_00032989 gene-EBF3_tGut +TCONS_00032988 gene-EBF3_tGut +TCONS_00032984 gene-EBF3_tGut +TCONS_00032983 gene-EBF3_tGut +TCONS_00032982 gene-EBF3_tGut +TCONS_00032981 gene-EBF3_tGut +TCONS_00032991 gene-CLRN3_tGut +TCONS_00032992 gene-INSYN2A_tGut +TCONS_00032993 gene-INSYN2A_tGut +TCONS_00032994 gene-INSYN2A_tGut +TCONS_00032995 gene-INSYN2A_tGut +TCONS_00032996 gene-C6H10orf90_tGut +TCONS_00032997 gene-C6H10orf90_tGut +TCONS_00032998 gene-C6H10orf90_tGut +TCONS_00032999 gene-ADAM12_tGut +TCONS_00033000 gene-ADAM12_tGut +TCONS_00033001 gene-DHX32_tGut +TCONS_00033003 gene-UROS_tGut +TCONS_00033002 gene-UROS_tGut +TCONS_00033004 gene-TEX36_tGut +TCONS_00033005 gene-CTBP2_tGut +TCONS_00033006 gene-EEF1AKMT2_tGut +TCONS_00033007 gene-EEF1AKMT2_tGut +TCONS_00033008 gene-FAM53B_tGut +TCONS_00033009 gene-NKX1-2_gGal +TCONS_00033010 gene-OAT_tGut +TCONS_00033011 gene-CHST15_tGut +TCONS_00033012 gene-CPXM2_tGut +TCONS_00033013 gene-IKZF5_tGut +TCONS_00033016 gene-C6H10orf88_tGut +TCONS_00033015 gene-C6H10orf88_tGut +TCONS_00033014 gene-C6H10orf88_tGut +TCONS_00033017 gene-NSMCE4A_tGut +TCONS_00033020 gene-ATE1_tGut +TCONS_00033019 gene-ATE1_tGut +TCONS_00033018 gene-ATE1_tGut +TCONS_00033023 gene-ATE1_tGut +TCONS_00033022 gene-ATE1_tGut +TCONS_00033021 gene-ATE1_tGut +TCONS_00033024 gene-ATE1_tGut +TCONS_00033026 gene-ATE1_tGut +TCONS_00033025 gene-ATE1_tGut +TCONS_00033029 gene-FGFR2_tGut +TCONS_00033031 gene-FGFR2_tGut +TCONS_00033033 gene-FGFR2_tGut +TCONS_00033035 gene-FGFR2_tGut +TCONS_00033037 gene-FGFR2_tGut +TCONS_00033039 gene-FGFR2_tGut +TCONS_00033041 gene-FGFR2_tGut +TCONS_00033040 gene-FGFR2_tGut +TCONS_00033038 gene-FGFR2_tGut +TCONS_00033036 gene-FGFR2_tGut +TCONS_00033034 gene-FGFR2_tGut +TCONS_00033032 gene-FGFR2_tGut +TCONS_00033030 gene-FGFR2_tGut +TCONS_00033028 gene-FGFR2_tGut +TCONS_00033027 gene-FGFR2_tGut +TCONS_00033042 gene-MCMBP_gGal +TCONS_00033043 gene-MCMBP_gGal +TCONS_00033044 gene-TIAL1_tGut +TCONS_00033046 gene-TIAL1_tGut +TCONS_00033045 gene-TIAL1_tGut +TCONS_00033047 gene-TIAL1_tGut +TCONS_00033048 gene-TIAL1_tGut +TCONS_00033049 gene-RGS10_tGut +TCONS_00033050 gene-RGS10_tGut +TCONS_00033052 gene-PRDX3_tGut +TCONS_00033051 gene-PRDX3_tGut +TCONS_00033053 gene-SFXN4_tGut +TCONS_00033054 gene-EIF3A_tGut +TCONS_00033055 gene-CACUL1_tGut +TCONS_00033056 gene-PRLHR_gGal +TCONS_00033059 gene-FAM204A_tGut +TCONS_00033060 gene-FAM204A_tGut +TCONS_00033058 gene-FAM204A_tGut +TCONS_00033057 gene-FAM204A_tGut +TCONS_00033061 gene-RAB11FIP2_tGut +TCONS_00033062 gene-PDZD8_tGut +TCONS_00033063 gene-VAX1_tGut +TCONS_00033064 gene-VAX1_tGut +TCONS_00033065 gene-SHTN1_tGut +TCONS_00033066 gene-SHTN1_tGut +TCONS_00033067 gene-HSPA12A_tGut +TCONS_00033068 gene-HSPA12A_tGut +TCONS_00033069 gene-GFRA1_tGut +TCONS_00033070 gene-GFRA1_tGut +TCONS_00033071 gene-ABLIM1_tGut +TCONS_00033075 gene-ABLIM1_tGut +TCONS_00033074 gene-ABLIM1_tGut +TCONS_00033073 gene-ABLIM1_tGut +TCONS_00033072 gene-ABLIM1_tGut +TCONS_00033076 gene-ABLIM1_tGut +TCONS_00033077 gene-ABLIM1_tGut +TCONS_00033080 gene-ABLIM1_tGut +TCONS_00033079 gene-ABLIM1_tGut +TCONS_00033078 gene-ABLIM1_tGut +TCONS_00033083 gene-AFAP1L2_tGut +TCONS_00033085 gene-AFAP1L2_tGut +TCONS_00033087 gene-AFAP1L2_tGut +TCONS_00033088 gene-AFAP1L2_tGut +TCONS_00033086 gene-AFAP1L2_tGut +TCONS_00033084 gene-AFAP1L2_tGut +TCONS_00033082 gene-AFAP1L2_tGut +TCONS_00033081 gene-AFAP1L2_tGut +TCONS_00033089 gene-AFAP1L2_tGut +TCONS_00033090 gene-CCDC186_tGut +TCONS_00033091 gene-DCLRE1A_tGut +TCONS_00033093 gene-DCLRE1A_tGut +TCONS_00033092 gene-DCLRE1A_tGut +TCONS_00033095 gene-NRAP_gGal +TCONS_00033094 gene-NRAP_gGal +TCONS_00033097 gene-ZDHHC6_tGut +TCONS_00033096 gene-ZDHHC6_tGut +TCONS_00033098 gene-GPAM_tGut +TCONS_00033099 gene-BBIP1_gGal +TCONS_00033100 gene-SMNDC1_tGut +TCONS_00033101 gene-XPNPEP1_tGut +TCONS_00033102 gene-SORCS1_tGut +TCONS_00033103 gene-SORCS1_tGut +TCONS_00033104 gene-SORCS1_tGut +TCONS_00033105 gene-SORCS1_tGut +TCONS_00033106 gene-ITPRIP_gGal +TCONS_00033107 gene-ITPRIP_gGal +TCONS_00033108 gene-CFAP43_tGut +TCONS_00033109 gene-COL17A1_tGut +TCONS_00033110 gene-STN1_tGut +TCONS_00033111 gene-STN1_tGut +TCONS_00033114 gene-SH3PXD2A_tGut +TCONS_00033113 gene-SH3PXD2A_tGut +TCONS_00033112 gene-SH3PXD2A_tGut +TCONS_00033115 gene-SH3PXD2A_tGut +TCONS_00033118 gene-SH3PXD2A_tGut +TCONS_00033117 gene-SH3PXD2A_tGut +TCONS_00033116 gene-SH3PXD2A_tGut +TCONS_00033119 gene-SH3PXD2A_tGut +TCONS_00033120 gene-SH3PXD2A_tGut +TCONS_00033121 gene-CALHM3_tGut +TCONS_00033122 gene-CALHM1_tGut +TCONS_00033123 gene-CALHM2_tGut +TCONS_00033124 gene-USMG5_gGal +TCONS_00033125 gene-PCGF6_tGut +TCONS_00033127 gene-PCGF6_tGut +TCONS_00033126 gene-PCGF6_tGut +TCONS_00033128 gene-NT5C2_tGut +TCONS_00033129 gene-NT5C2_tGut +TCONS_00033130 gene-NT5C2_tGut +TCONS_00033131 gene-NT5C2_tGut +TCONS_00033132 gene-CYP17A1_gGal +TCONS_00033133 gene-ARL3_gGal +TCONS_00033134 gene-ACTR1A_tGut +TCONS_00033135 gene-C6H10orf95_tGut +TCONS_00033137 gene-SLF2_tGut +TCONS_00033136 gene-SLF2_tGut +TCONS_00033138 gene-SLF2_tGut +TCONS_00033140 gene-TWNK_tGut +TCONS_00033139 gene-TWNK_tGut +TCONS_00033141 gene-LZTS2_tGut +TCONS_00033142 gene-LZTS2_tGut +TCONS_00033143 gene-LZTS2_tGut +TCONS_00033144 gene-SFXN3_tGut +TCONS_00033145 gene-KAZALD1_tGut +TCONS_00033147 gene-TLX1_tGut +TCONS_00033146 gene-TLX1_tGut +TCONS_00033150 gene-BTRC_tGut +TCONS_00033152 gene-BTRC_tGut +TCONS_00033154 gene-BTRC_tGut +TCONS_00033156 gene-BTRC_tGut +TCONS_00033158 gene-BTRC_tGut +TCONS_00033160 gene-BTRC_tGut +TCONS_00033162 gene-BTRC_tGut +TCONS_00033164 gene-BTRC_tGut +TCONS_00033163 gene-BTRC_tGut +TCONS_00033161 gene-BTRC_tGut +TCONS_00033159 gene-BTRC_tGut +TCONS_00033157 gene-BTRC_tGut +TCONS_00033155 gene-BTRC_tGut +TCONS_00033153 gene-BTRC_tGut +TCONS_00033151 gene-BTRC_tGut +TCONS_00033149 gene-BTRC_tGut +TCONS_00033148 gene-BTRC_tGut +TCONS_00033165 gene-BTRC_tGut +TCONS_00033166 gene-BTRC_tGut +TCONS_00033167 gene-SLC2A9L_gGal +TCONS_00033169 gene-SLC2A9L_gGal +TCONS_00033168 gene-SLC2A9L_gGal +TCONS_00033170 gene-SLC2A9L_gGal +TCONS_00033171 gene-SLC2A9L_gGal +TCONS_00033172 gene-DPCD_tGut +TCONS_00033173 gene-HPS6_tGut +TCONS_00033174 gene-PPRC1_tGut +TCONS_00033177 gene-LCOR_tGut +TCONS_00033176 gene-LCOR_tGut +TCONS_00033175 gene-LCOR_tGut +TCONS_00033178 gene-LCOR_tGut +TCONS_00033179 gene-LCOR_tGut +TCONS_00033180 gene-PGAM1_tGut +TCONS_00033183 gene-ZDHHC16_tGut +TCONS_00033185 gene-ZDHHC16_tGut +TCONS_00033184 gene-ZDHHC16_tGut +TCONS_00033182 gene-ZDHHC16_tGut +TCONS_00033181 gene-ZDHHC16_tGut +TCONS_00033186 gene-ANKRD2_gGal +TCONS_00033187 gene-ANKRD2_gGal +TCONS_00033188 gene-ANKRD2_gGal +TCONS_00033189 gene-HOGA1_tGut +TCONS_00033190 gene-MARVELD1_tGut +TCONS_00033192 gene-ZFYVE27_tGut +TCONS_00033191 gene-ZFYVE27_tGut +TCONS_00033193 gene-GOLGA7B_tGut +TCONS_00033194 gene-GOLGA7B_tGut +TCONS_00033195 gene-R3HCC1L_tGut +TCONS_00033196 gene-CNNM1_gGal +TCONS_00033199 gene-CNNM1_gGal +TCONS_00033198 gene-CNNM1_gGal +TCONS_00033197 gene-CNNM1_gGal +TCONS_00033200 gene-NKX2-3_tGut +TCONS_00033201 gene-ENTPD7_tGut +TCONS_00033202 gene-ENTPD7_tGut +TCONS_00033203 gene-CUTC_gGal +TCONS_00033204 gene-CUTC_gGal +TCONS_00033206 gene-ABCC2_tGut +TCONS_00033205 gene-ABCC2_tGut +TCONS_00033207 gene-LOC100230461_tGut +TCONS_00033208 gene-ADGRA1_tGut +TCONS_00033210 gene-KNDC1_tGut +TCONS_00033209 gene-KNDC1_tGut +TCONS_00033211 gene-LOC124418397_gGal +TCONS_00033212 gene-VENTX_tGut +TCONS_00033215 gene-BLNK_tGut +TCONS_00033214 gene-BLNK_tGut +TCONS_00033213 gene-BLNK_tGut +TCONS_00033221 gene-BLNK_tGut +TCONS_00033223 gene-BLNK_tGut +TCONS_00033222 gene-BLNK_tGut +TCONS_00033220 gene-BLNK_tGut +TCONS_00033218 gene-BLNK_tGut +TCONS_00033219 gene-BLNK_tGut +TCONS_00033217 gene-BLNK_tGut +TCONS_00033216 gene-BLNK_tGut +TCONS_00033226 gene-BLNK_tGut +TCONS_00033227 gene-BLNK_tGut +TCONS_00033225 gene-BLNK_tGut +TCONS_00033224 gene-BLNK_tGut +TCONS_00033228 gene-CCNJ_tGut +TCONS_00033229 gene-CCNJ_tGut +TCONS_00033230 gene-DUSP11RC1I_gGal +TCONS_00033232 gene-DUSP11RC1I_gGal +TCONS_00033231 gene-DUSP11RC1I_gGal +TCONS_00033233 gene-DUSP11RC1I_gGal +TCONS_00033234 gene-DUSP11RC1I_gGal +TCONS_00033235 gene-BTAF1_tGut +TCONS_00033236 gene-BTAF1_tGut +TCONS_00033238 gene-MARCHF5_tGut +TCONS_00033237 gene-MARCHF5_tGut +TCONS_00033239 gene-KIF11_tGut +TCONS_00033240 gene-KIF11_tGut +TCONS_00033241 gene-KIF11_tGut +TCONS_00033242 gene-HHEX_tGut +TCONS_00033243 gene-EXOC6_tGut +TCONS_00033247 gene-EXOC6_tGut +TCONS_00033246 gene-EXOC6_tGut +TCONS_00033245 gene-EXOC6_tGut +TCONS_00033244 gene-EXOC6_tGut +TCONS_00033250 gene-EXOC6_tGut +TCONS_00033249 gene-EXOC6_tGut +TCONS_00033248 gene-EXOC6_tGut +TCONS_00033252 gene-EXOC6_tGut +TCONS_00033251 gene-EXOC6_tGut +TCONS_00033253 gene-CYP26C1_gGal +TCONS_00033255 gene-CYP26A1_gGal +TCONS_00033254 gene-CYP26A1_gGal +TCONS_00033257 gene-CEP55_tGut +TCONS_00033256 gene-CEP55_tGut +TCONS_00033258 gene-FFAR4_tGut +TCONS_00033259 gene-PDE6C_tGut +TCONS_00033262 gene-LGI1_tGut +TCONS_00033264 gene-LGI1_tGut +TCONS_00033265 gene-LGI1_tGut +TCONS_00033263 gene-LGI1_tGut +TCONS_00033261 gene-LGI1_tGut +TCONS_00033260 gene-LGI1_tGut +TCONS_00033269 gene-LGI1_tGut +TCONS_00033268 gene-LGI1_tGut +TCONS_00033267 gene-LGI1_tGut +TCONS_00033266 gene-LGI1_tGut +TCONS_00033270 gene-LGI1_tGut +TCONS_00033273 gene-SLC35G1_tGut +TCONS_00033272 gene-SLC35G1_tGut +TCONS_00033271 gene-SLC35G1_tGut +TCONS_00033276 gene-PLCE1_tGut +TCONS_00033277 gene-PLCE1_tGut +TCONS_00033275 gene-PLCE1_tGut +TCONS_00033274 gene-PLCE1_tGut +TCONS_00033278 gene-PLCE1_tGut +TCONS_00033279 gene-PLCE1_tGut +TCONS_00033280 gene-D1DR_tGut +TCONS_00033281 gene-FGFBP3_tGut +TCONS_00033282 gene-PPP1R3C_tGut +TCONS_00033283 gene-ANKRD1_tGut +TCONS_00033285 gene-HTR7_tGut +TCONS_00033284 gene-HTR7_tGut +TCONS_00033287 gene-HTR7_tGut +TCONS_00033286 gene-HTR7_tGut +TCONS_00033288 gene-PANK1_tGut +TCONS_00033289 gene-PANK1_tGut +TCONS_00033290 gene-PANK1_tGut +TCONS_00033291 gene-PANK1_tGut +TCONS_00033292 gene-SLC16A12_tGut +TCONS_00033293 gene-LIPA_tGut +TCONS_00033294 gene-CH25H_tGut +TCONS_00033295 gene-ACTA2_tGut +TCONS_00033296 gene-ANKRD22_tGut +TCONS_00033298 gene-ANKRD22_tGut +TCONS_00033297 gene-ANKRD22_tGut +TCONS_00033299 gene-CXCL12_tGut +TCONS_00033301 gene-ERCC6_tGut +TCONS_00033300 gene-ERCC6_tGut +TCONS_00033302 gene-LOC100226673_tGut +TCONS_00033303 gene-DRGX_tGut +TCONS_00033304 gene-TMEM273_tGut +TCONS_00033305 gene-TMEM273_tGut +TCONS_00033306 gene-VSTM4_tGut +TCONS_00033307 gene-LRRC18_tGut +TCONS_00033310 gene-ARHGAP22_tGut +TCONS_00033311 gene-ARHGAP22_tGut +TCONS_00033309 gene-ARHGAP22_tGut +TCONS_00033308 gene-ARHGAP22_tGut +TCONS_00033314 gene-ARHGAP22_tGut +TCONS_00033313 gene-ARHGAP22_tGut +TCONS_00033312 gene-ARHGAP22_tGut +TCONS_00033315 gene-ARHGAP22_tGut +TCONS_00033316 gene-FRMPD2_tGut +TCONS_00033317 gene-FRMPD2_tGut +TCONS_00033318 gene-FRMPD2_tGut +TCONS_00033319 gene-FRMPD2_tGut +TCONS_00033320 gene-FRMPD2_tGut +TCONS_00033321 gene-GDF10_tGut +TCONS_00033322 gene-GDF2_tGut +TCONS_00033323 gene-ANXA8L1_gGal +TCONS_00033326 gene-WASHC2C_tGut +TCONS_00033328 gene-WASHC2C_tGut +TCONS_00033330 gene-WASHC2C_tGut +TCONS_00033332 gene-WASHC2C_tGut +TCONS_00033331 gene-WASHC2C_tGut +TCONS_00033329 gene-WASHC2C_tGut +TCONS_00033327 gene-WASHC2C_tGut +TCONS_00033325 gene-WASHC2C_tGut +TCONS_00033324 gene-WASHC2C_tGut +TCONS_00033333 gene-WASHC2C_tGut +TCONS_00033334 gene-ZFAND4_tGut +TCONS_00033336 gene-ZFAND4_tGut +TCONS_00033335 gene-ZFAND4_tGut +TCONS_00033338 gene-ZFAND4_tGut +TCONS_00033337 gene-ZFAND4_tGut +TCONS_00033339 gene-MARCHF8_tGut +TCONS_00033340 gene-ALOX5_tGut +TCONS_00033341 gene-ALOX5_tGut +TCONS_00033342 gene-ALOX5_tGut +TCONS_00033343 gene-SCD_tGut +TCONS_00033344 gene-WNT8B_tGut +TCONS_00033345 gene-HIF1AN_tGut +TCONS_00033346 gene-PAX2_tGut +TCONS_00033349 gene-PAX2_tGut +TCONS_00033348 gene-PAX2_tGut +TCONS_00033347 gene-PAX2_tGut +TCONS_00033352 gene-PAX2_tGut +TCONS_00033354 gene-PAX2_tGut +TCONS_00033353 gene-PAX2_tGut +TCONS_00033351 gene-PAX2_tGut +TCONS_00033350 gene-PAX2_tGut +TCONS_00033356 gene-CUEDC2_tGut +TCONS_00033355 gene-CUEDC2_tGut +TCONS_00033358 gene-CUEDC2_tGut +TCONS_00033357 gene-CUEDC2_tGut +TCONS_00033360 gene-PSD_tGut +TCONS_00033359 gene-PSD_tGut +TCONS_00033362 gene-PITX3_tGut +TCONS_00033361 gene-PITX3_tGut +TCONS_00033363 gene-PIK3AP1_tGut +TCONS_00033364 gene-PIK3AP1_tGut +TCONS_00033365 gene-PIK3AP1_tGut +TCONS_00033366 gene-TM9SF3_tGut +TCONS_00033367 gene-TM9SF3_tGut +TCONS_00033368 gene-TLL2_tGut +TCONS_00033369 gene-ZP4_gGal +TCONS_00033370 gene-HELLS_tGut +TCONS_00033371 gene-HELLS_tGut +TCONS_00033372 gene-HELLS_tGut +TCONS_00033373 gene-EIF3F_tGut +TCONS_00033374 gene-ANXA7_tGut +TCONS_00033377 gene-SEC24C_tGut +TCONS_00033376 gene-SEC24C_tGut +TCONS_00033375 gene-SEC24C_tGut +TCONS_00033378 gene-FUT11_gGal +TCONS_00033379 gene-CHCHD1_tGut +TCONS_00033381 gene-NTL_gGal +TCONS_00033380 gene-NTL_gGal +TCONS_00033382 gene-NTL_gGal +TCONS_00033383 gene-ZSWIM8_tGut +TCONS_00033384 gene-PLAU_tGut +TCONS_00033387 gene-VCL_tGut +TCONS_00033388 gene-VCL_tGut +TCONS_00033386 gene-VCL_tGut +TCONS_00033385 gene-VCL_tGut +TCONS_00033389 gene-ADK_tGut +TCONS_00033390 gene-ADK_tGut +TCONS_00033391 gene-ADK_tGut +TCONS_00033392 gene-ADK_tGut +TCONS_00033393 gene-ADK_tGut +TCONS_00033396 gene-KAT6B_tGut +TCONS_00033395 gene-KAT6B_tGut +TCONS_00033394 gene-KAT6B_tGut +TCONS_00033397 gene-KAT6B_tGut +TCONS_00033398 gene-SAMD8_tGut +TCONS_00033399 gene-VDAC2_tGut +TCONS_00033400 gene-LRMDA_tGut +TCONS_00033401 gene-LRMDA_tGut +TCONS_00033402 gene-RPS24_tGut +TCONS_00033404 gene-RPS24_tGut +TCONS_00033403 gene-RPS24_tGut +TCONS_00033405 gene-RPS24_tGut +TCONS_00033408 gene-ZMIZ1_tGut +TCONS_00033410 gene-ZMIZ1_tGut +TCONS_00033411 gene-ZMIZ1_tGut +TCONS_00033409 gene-ZMIZ1_tGut +TCONS_00033407 gene-ZMIZ1_tGut +TCONS_00033406 gene-ZMIZ1_tGut +TCONS_00033412 gene-ZMIZ1_tGut +TCONS_00033413 gene-ZMIZ1_tGut +TCONS_00033414 gene-ZMIZ1_tGut +TCONS_00033415 gene-PPIF_tGut +TCONS_00033416 gene-ANXA11_tGut +TCONS_00033417 gene-SRRL_gGal +TCONS_00033418 gene-SRRL_gGal +TCONS_00033420 gene-SRRL_gGal +TCONS_00033419 gene-SRRL_gGal +TCONS_00033422 gene-SRRL_gGal +TCONS_00033421 gene-SRRL_gGal +TCONS_00033423 gene-SRRL_gGal +TCONS_00033424 gene-LOC115495845_tGut +TCONS_00033425 gene-BMS1_tGut +TCONS_00033426 gene-RET_tGut +TCONS_00033427 gene-RET_tGut +TCONS_00033428 gene-RET_tGut +TCONS_00033429 gene-CSGALNACT2_tGut +TCONS_00033430 gene-SFTPD_tGut +TCONS_00033431 gene-SFTPA1_gGal +TCONS_00033432 gene-EXOSC3_tGut +TCONS_00033433 gene-TSPAN14_tGut +TCONS_00033434 gene-SH2D4B_tGut +TCONS_00033435 gene-NRG3_gGal +TCONS_00033436 gene-GHITM_tGut +TCONS_00033437 gene-CDHR1_tGut +TCONS_00033438 gene-CDHR1_tGut +TCONS_00033439 gene-CDHR1_tGut +TCONS_00033440 gene-RGR_tGut +TCONS_00033441 gene-SLC18A3_tGut +TCONS_00033442 gene-CHAT_tGut +TCONS_00033443 gene-TIMM23B_gGal +TCONS_00033444 gene-SYT15_gGal +TCONS_00033445 gene-SYT15_gGal +TCONS_00033446 gene-GLUD1_tGut +TCONS_00033448 gene-MMRN2_tGut +TCONS_00033447 gene-MMRN2_tGut +TCONS_00033449 gene-WAPL_tGut +TCONS_00033451 gene-WAPL_tGut +TCONS_00033450 gene-WAPL_tGut +TCONS_00033453 gene-WAPL_tGut +TCONS_00033452 gene-WAPL_tGut +TCONS_00033454 gene-GRID1_tGut +TCONS_00033457 gene-GRID1_tGut +TCONS_00033456 gene-GRID1_tGut +TCONS_00033455 gene-GRID1_tGut +TCONS_00033458 gene-GRID1_tGut +TCONS_00033459 gene-LOC100219300_tGut +TCONS_00033460 gene-BICC1_tGut +TCONS_00033461 gene-BICC1_tGut +TCONS_00033462 gene-PHYHIPL_tGut +TCONS_00033463 gene-PHYHIPL_tGut +TCONS_00033464 gene-PHYHIPL_tGut +TCONS_00033465 gene-CDK1_tGut +TCONS_00033467 gene-CABCOCO1_tGut +TCONS_00033466 gene-CABCOCO1_tGut +TCONS_00033468 gene-ARID5B_tGut +TCONS_00033469 gene-ARID5B_tGut +TCONS_00033470 gene-ARID5B_tGut +TCONS_00033471 gene-ARID5B_tGut +TCONS_00033474 gene-ZNF365_tGut +TCONS_00033473 gene-ZNF365_tGut +TCONS_00033472 gene-ZNF365_tGut +TCONS_00033475 gene-ADO_tGut +TCONS_00033476 gene-NRBF2_tGut +TCONS_00033477 gene-REEP3_tGut +TCONS_00033478 gene-REEP3_tGut +TCONS_00033479 gene-REEP3_tGut +TCONS_00033480 gene-SLC22A15L_gGal +TCONS_00033481 gene-MYPN_tGut +TCONS_00033483 gene-HNRNPH3_tGut +TCONS_00033482 gene-HNRNPH3_tGut +TCONS_00033485 gene-HNRNPH3_tGut +TCONS_00033484 gene-HNRNPH3_tGut +TCONS_00033486 gene-TET1_tGut +TCONS_00033490 gene-TET1_tGut +TCONS_00033489 gene-TET1_tGut +TCONS_00033488 gene-TET1_tGut +TCONS_00033487 gene-TET1_tGut +TCONS_00033493 gene-CCAR1_tGut +TCONS_00033495 gene-CCAR1_tGut +TCONS_00033497 gene-CCAR1_tGut +TCONS_00033498 gene-CCAR1_tGut +TCONS_00033496 gene-CCAR1_tGut +TCONS_00033494 gene-CCAR1_tGut +TCONS_00033492 gene-CCAR1_tGut +TCONS_00033491 gene-CCAR1_tGut +TCONS_00033499 gene-STOX1_tGut +TCONS_00033500 gene-STOX1_tGut +TCONS_00033501 gene-DDX21_gGal +TCONS_00033502 gene-DDX21_gGal +TCONS_00033503 gene-LOC100225471_tGut +TCONS_00033504 gene-KIFBP_tGut +TCONS_00033505 gene-VPS26A_tGut +TCONS_00033506 gene-SUPV3L1_tGut +TCONS_00033507 gene-HKDC1_gGal +TCONS_00033508 gene-HKDC1_gGal +TCONS_00033509 gene-HK1_gGal +TCONS_00033510 gene-TSPAN15_tGut +TCONS_00033511 gene-COL13A1_tGut +TCONS_00033512 gene-COL13A1_tGut +TCONS_00033517 gene-COL13A1_tGut +TCONS_00033519 gene-COL13A1_tGut +TCONS_00033521 gene-COL13A1_tGut +TCONS_00033523 gene-COL13A1_tGut +TCONS_00033525 gene-COL13A1_tGut +TCONS_00033527 gene-COL13A1_tGut +TCONS_00033529 gene-COL13A1_tGut +TCONS_00033531 gene-COL13A1_tGut +TCONS_00033533 gene-COL13A1_tGut +TCONS_00033532 gene-COL13A1_tGut +TCONS_00033530 gene-COL13A1_tGut +TCONS_00033528 gene-COL13A1_tGut +TCONS_00033526 gene-COL13A1_tGut +TCONS_00033524 gene-COL13A1_tGut +TCONS_00033522 gene-COL13A1_tGut +TCONS_00033520 gene-COL13A1_tGut +TCONS_00033518 gene-COL13A1_tGut +TCONS_00033516 gene-COL13A1_tGut +TCONS_00033515 gene-COL13A1_tGut +TCONS_00033514 gene-COL13A1_tGut +TCONS_00033513 gene-COL13A1_tGut +TCONS_00033534 gene-H2AFY2_gGal +TCONS_00033537 gene-PSAP_gGal +TCONS_00033538 gene-PSAP_gGal +TCONS_00033536 gene-PSAP_gGal +TCONS_00033535 gene-PSAP_gGal +TCONS_00033541 gene-LOC100220618_tGut +TCONS_00033540 gene-LOC100220618_tGut +TCONS_00033539 gene-LOC100220618_tGut +TCONS_00033542 gene-VSIR_tGut +TCONS_00033543 gene-PCBD1_tGut +TCONS_00033544 gene-MTTPL_gGal +TCONS_00033545 gene-LRRC20_tGut +TCONS_00033546 gene-NPFFR1_gGal +TCONS_00033547 gene-NPFFR1_gGal +TCONS_00033548 gene-PPA1_tGut +TCONS_00033549 gene-SAR1A_tGut +TCONS_00033550 gene-TYSND1_tGut +TCONS_00033551 gene-ANAPC16_tGut +TCONS_00033552 gene-ANAPC16_tGut +TCONS_00033553 gene-DDIT4_tGut +TCONS_00033554 gene-MCU_tGut-1 +TCONS_00033555 gene-MCU_tGut-1 +TCONS_00033556 gene-MCU_tGut-1 +TCONS_00033557 gene-MCU_tGut-1 +TCONS_00033558 gene-MCU_tGut-1 +TCONS_00033559 gene-OIT3_tGut +TCONS_00033560 gene-OIT3_tGut +TCONS_00033561 gene-NUDT13_tGut +TCONS_00033563 gene-NUDT13_tGut +TCONS_00033562 gene-NUDT13_tGut +TCONS_00033564 gene-LOC769866_gGal-1 +TCONS_00033567 gene-FAM149B1_tGut +TCONS_00033568 gene-FAM149B1_tGut +TCONS_00033566 gene-FAM149B1_tGut +TCONS_00033565 gene-FAM149B1_tGut +TCONS_00033569 gene-CWF19L1_tGut +TCONS_00033570 gene-CHUK_tGut +TCONS_00033571 gene-CHUK_tGut +TCONS_00033572 gene-ERLIN1_tGut-1 +TCONS_00033573 gene-ERLIN1_tGut-1 +TCONS_00033574 gene-ZNF511_tGut +TCONS_00033575 gene-PRAP1_tGut +TCONS_00033576 gene-LOC100232747_tGut +TCONS_00033577 gene-RNLS_tGut-1 +TCONS_00033578 gene-RNLS_tGut-1 +TCONS_00033579 gene-RNLS_tGut-1 +TCONS_00033580 gene-RNLS_tGut-1 +TCONS_00033581 gene-ATAD1_tGut +TCONS_00033582 gene-SGMS1_tGut +TCONS_00033583 gene-PRKG1_tGut +TCONS_00033584 gene-PRKG1_tGut +TCONS_00033585 gene-DKK1_tGut +TCONS_00033586 gene-UBE2D1_tGut +TCONS_00033588 gene-TFAM_tGut +TCONS_00033587 gene-TFAM_tGut +TCONS_00033589 gene-MSH4_tGut +TCONS_00033590 gene-MSH4_tGut +TCONS_00033591 gene-MSH4_tGut +TCONS_00033593 gene-ALDH18A1_tGut +TCONS_00033592 gene-ALDH18A1_tGut +TCONS_00033595 gene-ALDH18A1_tGut +TCONS_00033594 gene-ALDH18A1_tGut +TCONS_00033597 gene-ALDH18A1_tGut +TCONS_00033596 gene-ALDH18A1_tGut +TCONS_00033599 gene-TCTN3_tGut +TCONS_00033598 gene-TCTN3_tGut +TCONS_00033600 gene-OPNVA_gGal +TCONS_00033601 gene-OPNVA_gGal +TCONS_00033602 gene-INPP5A_tGut +TCONS_00033603 gene-INPP5A_tGut +TCONS_00033604 gene-INPP5A_tGut +TCONS_00033605 gene-INPP5A_tGut +TCONS_00033606 gene-PWWP2B_tGut-3 +TCONS_00033607 gene-DPYSL4_tGut +TCONS_00033608 gene-DPYSL4_tGut +TCONS_00033611 gene-JAKMIP3_tGut +TCONS_00033613 gene-JAKMIP3_tGut +TCONS_00033614 gene-JAKMIP3_tGut +TCONS_00033612 gene-JAKMIP3_tGut +TCONS_00033610 gene-JAKMIP3_tGut +TCONS_00033609 gene-JAKMIP3_tGut +TCONS_00033615 gene-PPP2R2D_tGut +TCONS_00033616 gene-GLRX3_tGut +TCONS_00033617 gene-GLRX3_tGut +TCONS_00033618 gene-MGMT_tGut +TCONS_00033619 gene-MGMT_tGut +TCONS_00033620 gene-MKI67_tGut +TCONS_00033622 gene-MKI67_tGut +TCONS_00033621 gene-MKI67_tGut +TCONS_00033623 gene-PTPRE_tGut +TCONS_00033624 gene-PTPRE_tGut +TCONS_00033625 gene-PTPRE_tGut +TCONS_00033626 gene-FOXI2_gGal +TCONS_00033627 gene-DOCK1_tGut +TCONS_00033631 gene-DOCK1_tGut +TCONS_00033630 gene-DOCK1_tGut +TCONS_00033629 gene-DOCK1_tGut +TCONS_00033628 gene-DOCK1_tGut +TCONS_00033632 gene-BCCIP_tGut +TCONS_00033634 gene-EDRF1_tGut +TCONS_00033633 gene-EDRF1_tGut +TCONS_00033635 gene-ZRANB1_tGut +TCONS_00033636 gene-ABRAXAS2_tGut +TCONS_00033637 gene-LHPP_tGut +TCONS_00033638 gene-LHPP_tGut +TCONS_00033639 gene-GPR26_tGut +TCONS_00033640 gene-BUB3_tGut +TCONS_00033641 gene-BUB3_tGut +TCONS_00033642 gene-HMX2_tGut +TCONS_00033643 gene-HMX3_tGut +TCONS_00033644 gene-ACADSB_tGut +TCONS_00033645 gene-ACADSB_tGut +TCONS_00033648 gene-PSTK_tGut +TCONS_00033647 gene-PSTK_tGut +TCONS_00033646 gene-PSTK_tGut +TCONS_00033649 gene-ADAM9L_gGal +TCONS_00033650 gene-ADAM9L_gGal +TCONS_00033651 gene-LOC107049019_gGal +TCONS_00033653 gene-LOC101750892_gGal +TCONS_00033652 gene-LOC101750892_gGal +TCONS_00033654 gene-HTRA1_tGut +TCONS_00033655 gene-PLEKHA1_tGut +TCONS_00033657 gene-PLEKHA1_tGut +TCONS_00033656 gene-PLEKHA1_tGut +TCONS_00033658 gene-LOC100231121_tGut +TCONS_00033661 gene-TACC2_tGut +TCONS_00033663 gene-TACC2_tGut +TCONS_00033662 gene-TACC2_tGut +TCONS_00033660 gene-TACC2_tGut +TCONS_00033659 gene-TACC2_tGut +TCONS_00033665 gene-WDR11_tGut +TCONS_00033664 gene-WDR11_tGut +TCONS_00033666 gene-PLPP4_tGut +TCONS_00033667 gene-PLPP4_tGut +TCONS_00033668 gene-SEC23IP_gGal +TCONS_00033669 gene-INPP5F_tGut +TCONS_00033671 gene-BAG3_tGut +TCONS_00033670 gene-BAG3_tGut +TCONS_00033672 gene-GRK5_tGut +TCONS_00033673 gene-GRK5_tGut +TCONS_00033674 gene-DENND10_tGut +TCONS_00033675 gene-NANOS1_tGut +TCONS_00033676 gene-EMX2_tGut +TCONS_00033677 gene-SLC18A2_tGut +TCONS_00033678 gene-SLC18A2_tGut +TCONS_00033679 gene-KCNK18_tGut +TCONS_00033682 gene-ENO4_tGut-1 +TCONS_00033684 gene-ENO4_tGut-1 +TCONS_00033683 gene-ENO4_tGut-1 +TCONS_00033681 gene-ENO4_tGut-1 +TCONS_00033680 gene-ENO4_tGut-1 +TCONS_00033685 gene-ENO4_tGut-1 +TCONS_00033686 gene-PNLIPRP1_gGal +TCONS_00033687 gene-PNLIPRP3_gGal +TCONS_00033688 gene-LOC100221437_tGut +TCONS_00033689 gene-CCDC172_tGut +TCONS_00033691 gene-ATRNL1_tGut +TCONS_00033690 gene-ATRNL1_tGut +TCONS_00033692 gene-ATRNL1_tGut +TCONS_00033693 gene-ATRNL1_tGut +TCONS_00033694 gene-ATRNL1_tGut +TCONS_00033695 gene-TRUB1_tGut +TCONS_00033696 gene-FHIP2A_tGut +TCONS_00033699 gene-FHIP2A_tGut +TCONS_00033698 gene-FHIP2A_tGut +TCONS_00033697 gene-FHIP2A_tGut +TCONS_00033700 gene-TDRD1_tGut +TCONS_00033702 gene-NHLRC2_tGut +TCONS_00033701 gene-NHLRC2_tGut +TCONS_00033703 gene-PLEKHS1_tGut +TCONS_00033704 gene-PLEKHS1_tGut +TCONS_00033705 gene-CASP7_tGut +TCONS_00033706 gene-CASP7_tGut +TCONS_00033707 gene-HABP2_tGut +TCONS_00033708 gene-HABP2_tGut +TCONS_00033711 gene-TCF7L2_tGut +TCONS_00033713 gene-TCF7L2_tGut +TCONS_00033715 gene-TCF7L2_tGut +TCONS_00033717 gene-TCF7L2_tGut +TCONS_00033719 gene-TCF7L2_tGut +TCONS_00033721 gene-TCF7L2_tGut +TCONS_00033722 gene-TCF7L2_tGut +TCONS_00033720 gene-TCF7L2_tGut +TCONS_00033718 gene-TCF7L2_tGut +TCONS_00033716 gene-TCF7L2_tGut +TCONS_00033714 gene-TCF7L2_tGut +TCONS_00033712 gene-TCF7L2_tGut +TCONS_00033710 gene-TCF7L2_tGut +TCONS_00033709 gene-TCF7L2_tGut +TCONS_00033724 gene-VTI1A_tGut +TCONS_00033723 gene-VTI1A_tGut +TCONS_00033726 gene-VTI1A_tGut +TCONS_00033725 gene-VTI1A_tGut +TCONS_00033728 gene-VTI1A_tGut +TCONS_00033727 gene-VTI1A_tGut +TCONS_00033730 gene-VTI1A_tGut +TCONS_00033729 gene-VTI1A_tGut +TCONS_00033731 gene-ACSL5_tGut +TCONS_00033732 gene-TECTB_tGut +TCONS_00033733 gene-SHOC2_tGut +TCONS_00033734 gene-PDCD4_tGut +TCONS_00033735 gene-RBM20_tGut +TCONS_00033736 gene-RBM20_tGut +TCONS_00033737 gene-RBM20_tGut +TCONS_00033738 gene-RBM20_tGut +TCONS_00033739 gene-RBM20_tGut +TCONS_00033741 gene-RBM20_tGut +TCONS_00033740 gene-RBM20_tGut +TCONS_00033742 gene-SMC3_tGut +TCONS_00033743 gene-DUSP5_tGut +TCONS_00033744 gene-MXI1_tGut +TCONS_00033745 gene-MXI1_tGut +TCONS_00033746 gene-MXI1_tGut +TCONS_00033748 gene-ADD3_tGut +TCONS_00033747 gene-ADD3_tGut +TCONS_00033750 gene-ADD3_tGut +TCONS_00033749 gene-ADD3_tGut +TCONS_00033751 gene-SORCS3_tGut +TCONS_00033752 gene-CFAP58_tGut +TCONS_00033753 gene-GSTO2_gGal +TCONS_00033754 gene-GSTO2_gGal +TCONS_00033755 gene-GSTO2_gGal +TCONS_00033756 gene-SFR1_tGut +TCONS_00033757 gene-SLK_tGut +TCONS_00033759 gene-SLK_tGut +TCONS_00033758 gene-SLK_tGut +TCONS_00033760 gene-SLK_tGut +TCONS_00033761 gene-NEURL1_tGut +TCONS_00033763 gene-NEURL1_tGut +TCONS_00033762 gene-NEURL1_tGut +TCONS_00033765 gene-NEURL1_tGut +TCONS_00033764 gene-NEURL1_tGut +TCONS_00033766 gene-PDCD11_tGut +TCONS_00033767 gene-TAF5_tGut +TCONS_00033768 gene-INA_tGut +TCONS_00033771 gene-CNNM2_tGut +TCONS_00033770 gene-CNNM2_tGut +TCONS_00033769 gene-CNNM2_tGut +TCONS_00033772 gene-CNNM2_tGut +TCONS_00033773 gene-AS3MT_tGut +TCONS_00033774 gene-AS3MT_tGut +TCONS_00033775 gene-BORCS7_tGut +TCONS_00033776 gene-WBP1L_tGut +TCONS_00033777 gene-WBP1L_tGut +TCONS_00033778 gene-WBP1L_tGut +TCONS_00033779 gene-WBP1L_tGut +TCONS_00033780 gene-WBP1L_tGut +TCONS_00033781 gene-WBP1L_tGut +TCONS_00033783 gene-SFXN2_tGut +TCONS_00033782 gene-SFXN2_tGut +TCONS_00033784 gene-SFXN2_tGut +TCONS_00033785 gene-TRIM8_tGut +TCONS_00033787 gene-SUFU_tGut +TCONS_00033786 gene-SUFU_tGut +TCONS_00033791 gene-SUFU_tGut +TCONS_00033790 gene-SUFU_tGut +TCONS_00033789 gene-SUFU_tGut +TCONS_00033788 gene-SUFU_tGut +TCONS_00033794 gene-MFSD13A_tGut +TCONS_00033793 gene-MFSD13A_tGut +TCONS_00033792 gene-MFSD13A_tGut +TCONS_00033795 gene-MRPL43_tGut +TCONS_00033796 gene-PDZD7_tGut +TCONS_00033799 gene-PDZD7_tGut +TCONS_00033798 gene-PDZD7_tGut +TCONS_00033797 gene-PDZD7_tGut +TCONS_00033800 gene-LBX1_tGut +TCONS_00033801 gene-FBXW4_tGut +TCONS_00033802 gene-FGF8_tGut +TCONS_00033803 gene-NPM3_tGut +TCONS_00033804 gene-OGA_tGut +TCONS_00033805 gene-KCNIP2_tGut +TCONS_00033806 gene-KCNIP2_tGut +TCONS_00033808 gene-KCNIP2_tGut +TCONS_00033807 gene-KCNIP2_tGut +TCONS_00033809 gene-ARMH3_tGut +TCONS_00033810 gene-ARMH3_tGut +TCONS_00033811 gene-PROM1L_gGal +TCONS_00033812 gene-LDB1_tGut +TCONS_00033814 gene-LDB1_tGut +TCONS_00033813 gene-LDB1_tGut +TCONS_00033815 gene-SLIT1_tGut +TCONS_00033816 gene-ARHGAP19_tGut +TCONS_00033817 gene-ARHGAP19_tGut +TCONS_00033818 gene-ARHGAP19_tGut +TCONS_00033819 gene-RRP12_tGut +TCONS_00033820 gene-EXOSC1_tGut +TCONS_00033821 gene-AVPI1_tGut +TCONS_00033822 gene-SFRP5_tGut +TCONS_00033823 gene-CRTAC1_tGut +TCONS_00033824 gene-CRTAC1_tGut +TCONS_00033825 gene-CRTAC1_tGut +TCONS_00033827 gene-CRTAC1_tGut +TCONS_00033826 gene-CRTAC1_tGut +TCONS_00033828 gene-LOXL4_tGut +TCONS_00033829 gene-PYROXD2_tGut +TCONS_00033831 gene-HPS1_tGut +TCONS_00033830 gene-HPS1_tGut +TCONS_00033832 gene-HPSE2_tGut +TCONS_00033833 gene-HPSE2_tGut +TCONS_00033834 gene-HPSE2_tGut +TCONS_00033835 gene-HPSE2_tGut +TCONS_00033836 gene-GOT1_tGut +TCONS_00033837 gene-LOC124418067_gGal +TCONS_00033838 gene-SLC25A28_tGut +TCONS_00033839 gene-ATP6V0E2_gGal +TCONS_00033840 gene-COX15_gGal +TCONS_00033841 gene-DNMBP_gGal +TCONS_00033843 gene-DNMBP_gGal +TCONS_00033842 gene-DNMBP_gGal +TCONS_00033844 gene-CPN1_tGut +TCONS_00033845 gene-CPN1_tGut +TCONS_00033846 gene-ENTPD1_tGut +TCONS_00033847 gene-ENTPD1_tGut +TCONS_00033848 gene-ENTPD1_tGut +TCONS_00033849 gene-ENTPD1_tGut +TCONS_00033850 gene-ENTPD1_tGut +TCONS_00033851 gene-ENTPD1_tGut +TCONS_00033852 gene-LOC115495848_tGut +TCONS_00033853 gene-LOC100217958_tGut +TCONS_00033855 gene-DNTT_tGut +TCONS_00033854 gene-DNTT_tGut +TCONS_00033856 gene-ZNF518A_tGut +TCONS_00033859 gene-CPEB3_tGut +TCONS_00033861 gene-CPEB3_tGut +TCONS_00033862 gene-CPEB3_tGut +TCONS_00033860 gene-CPEB3_tGut +TCONS_00033858 gene-CPEB3_tGut +TCONS_00033857 gene-CPEB3_tGut +TCONS_00033863 gene-IDE_tGut +TCONS_00033865 gene-IDE_tGut +TCONS_00033864 gene-IDE_tGut +TCONS_00033866 gene-IDE_tGut +TCONS_00033867 gene-MYOF_tGut +TCONS_00033871 gene-MYOF_tGut +TCONS_00033870 gene-MYOF_tGut +TCONS_00033869 gene-MYOF_tGut +TCONS_00033868 gene-MYOF_tGut +TCONS_00033874 gene-MYOF_tGut +TCONS_00033873 gene-MYOF_tGut +TCONS_00033872 gene-MYOF_tGut +TCONS_00033875 gene-MYOF_tGut +TCONS_00033876 gene-RBP4_tGut +TCONS_00033877 gene-RBP4_tGut +TCONS_00033878 gene-FRA10AC1_gGal +TCONS_00033879 gene-FRA10AC1_gGal +TCONS_00033880 gene-NOC3L_tGut +TCONS_00033883 gene-TBC1D12_gGal +TCONS_00033882 gene-TBC1D12_gGal +TCONS_00033881 gene-TBC1D12_gGal +TCONS_00033884 gene-TNKS2_tGut +TCONS_00033885 gene-HECTD2_tGut +TCONS_00033886 gene-HECTD2_tGut +TCONS_00033887 gene-HECTD2_tGut +TCONS_00033889 gene-PCGF5_tGut +TCONS_00033888 gene-PCGF5_tGut +TCONS_00033890 gene-RPP30_tGut +TCONS_00033891 gene-KIF20B_tGut +TCONS_00033892 gene-IFIT5_gGal +TCONS_00033893 gene-FAS_tGut +TCONS_00033897 gene-FAS_tGut +TCONS_00033896 gene-FAS_tGut +TCONS_00033895 gene-FAS_tGut +TCONS_00033894 gene-FAS_tGut +TCONS_00033898 gene-STAMBPL1_tGut +TCONS_00033899 gene-LIPML4_gGal +TCONS_00033900 gene-LIPML5_gGal +TCONS_00033901 gene-TMEM72_tGut +TCONS_00033902 gene-C6H10orf71_tGut +TCONS_00033904 gene-WDFY4_tGut +TCONS_00033903 gene-WDFY4_tGut +TCONS_00033906 gene-MAPK8_tGut +TCONS_00033905 gene-MAPK8_tGut +TCONS_00033908 gene-MAPK8_tGut +TCONS_00033907 gene-MAPK8_tGut +TCONS_00033909 gene-ZNF488_tGut +TCONS_00033910 gene-ZNF488_tGut +TCONS_00033911 gene-NPY4R2_tGut +TCONS_00033912 gene-MSMB_gGal +TCONS_00033913 gene-LOC100231107_tGut +TCONS_00033914 gene-BLOC1S2_tGut +TCONS_00033915 gene-ABCG2_gGal +TCONS_00033916 gene-ABCG2_gGal +TCONS_00033917 gene-PKD2L1_tGut +TCONS_00033919 gene-SEC31B_tGut +TCONS_00033918 gene-SEC31B_tGut +TCONS_00033920 gene-NDUFB8_tGut +TCONS_00033921 gene-FBXL15_tGut +TCONS_00033922 gene-NFKB2_tGut +TCONS_00033925 gene-NFKB2_tGut +TCONS_00033924 gene-NFKB2_tGut +TCONS_00033923 gene-NFKB2_tGut +TCONS_00033926 gene-TMEM150A_tGut +TCONS_00033927 gene-TMEM150A_tGut +TCONS_00033928 gene-TMEM150A_tGut +TCONS_00033931 gene-GBF1_tGut +TCONS_00033932 gene-GBF1_tGut +TCONS_00033930 gene-GBF1_tGut +TCONS_00033929 gene-GBF1_tGut +TCONS_00033934 gene-GBF1_tGut +TCONS_00033933 gene-GBF1_tGut +TCONS_00033935 gene-ELOVL3_tGut +TCONS_00033936 gene-UGT8L_gGal +TCONS_00033937 gene-NOLC1_tGut +TCONS_00033938 reg_7593_gGal +TCONS_00033939 gene-LOC101233446_tGut +TCONS_00033940 gene-LOC101233446_tGut +TCONS_00033943 gene-PDLIM1_tGut +TCONS_00033942 gene-PDLIM1_tGut +TCONS_00033941 gene-PDLIM1_tGut +TCONS_00033945 gene-PDLIM1_tGut +TCONS_00033944 gene-PDLIM1_tGut +TCONS_00033946 gene-PDLIM1_tGut +TCONS_00033948 gene-SORBS1_tGut +TCONS_00033947 gene-SORBS1_tGut +TCONS_00033953 gene-SORBS1_tGut +TCONS_00033955 gene-SORBS1_tGut +TCONS_00033957 gene-SORBS1_tGut +TCONS_00033959 gene-SORBS1_tGut +TCONS_00033961 gene-SORBS1_tGut +TCONS_00033963 gene-SORBS1_tGut +TCONS_00033965 gene-SORBS1_tGut +TCONS_00033967 gene-SORBS1_tGut +TCONS_00033969 gene-SORBS1_tGut +TCONS_00033970 gene-SORBS1_tGut +TCONS_00033968 gene-SORBS1_tGut +TCONS_00033966 gene-SORBS1_tGut +TCONS_00033964 gene-SORBS1_tGut +TCONS_00033962 gene-SORBS1_tGut +TCONS_00033960 gene-SORBS1_tGut +TCONS_00033958 gene-SORBS1_tGut +TCONS_00033956 gene-SORBS1_tGut +TCONS_00033954 gene-SORBS1_tGut +TCONS_00033952 gene-SORBS1_tGut +TCONS_00033951 gene-SORBS1_tGut +TCONS_00033950 gene-SORBS1_tGut +TCONS_00033949 gene-SORBS1_tGut +TCONS_00033973 gene-PPP3CB_tGut +TCONS_00033974 gene-PPP3CB_tGut +TCONS_00033972 gene-PPP3CB_tGut +TCONS_00033971 gene-PPP3CB_tGut +TCONS_00033975 gene-PPP3CB_tGut +TCONS_00033976 gene-USP54_gGal +TCONS_00033977 gene-USP54_gGal +TCONS_00033978 gene-USP54_gGal +TCONS_00033981 gene-USP54_gGal +TCONS_00033982 gene-USP54_gGal +TCONS_00033980 gene-USP54_gGal +TCONS_00033979 gene-USP54_gGal +TCONS_00033983 gene-MYOZ1_tGut +TCONS_00033984 gene-SYNPO2L_tGut +TCONS_00033985 gene-SYNPO2L_tGut +TCONS_00033986 gene-NDST2_tGut +TCONS_00033989 gene-CAMK2G_tGut +TCONS_00033990 gene-CAMK2G_tGut +TCONS_00033988 gene-CAMK2G_tGut +TCONS_00033987 gene-CAMK2G_tGut +TCONS_00033997 gene-CAMK2G_tGut +TCONS_00033999 gene-CAMK2G_tGut +TCONS_00034001 gene-CAMK2G_tGut +TCONS_00034000 gene-CAMK2G_tGut +TCONS_00033998 gene-CAMK2G_tGut +TCONS_00033996 gene-CAMK2G_tGut +TCONS_00033993 gene-CAMK2G_tGut +TCONS_00033995 gene-CAMK2G_tGut +TCONS_00033994 gene-CAMK2G_tGut +TCONS_00033992 gene-CAMK2G_tGut +TCONS_00033991 gene-CAMK2G_tGut +TCONS_00034002 gene-AP3M1_tGut +TCONS_00034003 gene-AP3M1_tGut +TCONS_00034004 gene-DUSP29_tGut +TCONS_00034005 gene-DUSP13_gGal +TCONS_00034006 gene-DUSP13_gGal +TCONS_00034007 gene-LOC100220302_tGut +TCONS_00034008 gene-LOC105759360_tGut +TCONS_00034009 gene-COMTD1_tGut +TCONS_00034010 gene-ZNF503_tGut +TCONS_00034013 gene-KCNMA1_tGut +TCONS_00034015 gene-KCNMA1_tGut +TCONS_00034016 gene-KCNMA1_tGut +TCONS_00034014 gene-KCNMA1_tGut +TCONS_00034012 gene-KCNMA1_tGut +TCONS_00034011 gene-KCNMA1_tGut +TCONS_00034025 gene-KCNMA1_tGut +TCONS_00034027 gene-KCNMA1_tGut +TCONS_00034026 gene-KCNMA1_tGut +TCONS_00034024 gene-KCNMA1_tGut +TCONS_00034020 gene-KCNMA1_tGut +TCONS_00034021 gene-KCNMA1_tGut +TCONS_00034023 gene-KCNMA1_tGut +TCONS_00034022 gene-KCNMA1_tGut +TCONS_00034019 gene-KCNMA1_tGut +TCONS_00034018 gene-KCNMA1_tGut +TCONS_00034017 gene-KCNMA1_tGut +TCONS_00034031 gene-KCNMA1_tGut +TCONS_00034032 gene-KCNMA1_tGut +TCONS_00034030 gene-KCNMA1_tGut +TCONS_00034029 gene-KCNMA1_tGut +TCONS_00034028 gene-KCNMA1_tGut +TCONS_00034035 gene-DLG5_tGut +TCONS_00034036 gene-DLG5_tGut +TCONS_00034034 gene-DLG5_tGut +TCONS_00034033 gene-DLG5_tGut +TCONS_00034038 gene-POLR3A_tGut +TCONS_00034037 gene-POLR3A_tGut +TCONS_00034039 gene-ZCCHC24_tGut +TCONS_00034040 gene-ZCCHC24_tGut +TCONS_00034041 gene-PLAC9_tGut +TCONS_00034042 gene-TMEM254_tGut +TCONS_00034043 gene-RASGEF1A_tGut +TCONS_00034044 gene-RASGEF1A_tGut +TCONS_00034045 gene-RASGEF1A_tGut +TCONS_00034046 gene-RASGEF1A_tGut +TCONS_00034047 gene-RASGEF1A_tGut +TCONS_00034048 gene-LOC115495757_tGut +TCONS_00034049 gene-MAT1A_tGut +TCONS_00034050 gene-DYDC1_tGut +TCONS_00034051 gene-RAP1GDS1L_gGal +TCONS_00034052 gene-LRIT2_tGut +TCONS_00034053 gene-LRIT1_tGut +TCONS_00034055 gene-OGDHL_tGut +TCONS_00034054 gene-OGDHL_tGut +TCONS_00034056 gene-PARG_tGut +TCONS_00034057 gene-PARG_tGut +TCONS_00034059 gene-NCOA4_tGut +TCONS_00034058 gene-NCOA4_tGut +TCONS_00034060 gene-GPRIN2_tGut +TCONS_00034061 gene-SHLD2_tGut +TCONS_00034062 gene-SHLD2_tGut +TCONS_00034063 gene-ADIRF_gGal +TCONS_00034064 gene-SNCG_tGut +TCONS_00034065 gene-SNCG_tGut +TCONS_00034066 gene-BMPR1A_tGut +TCONS_00034069 gene-LDB3_tGut +TCONS_00034068 gene-LDB3_tGut +TCONS_00034067 gene-LDB3_tGut +TCONS_00034070 gene-OPN4_tGut +TCONS_00034071 gene-CCSER2_tGut +TCONS_00034072 gene-CCSER2_tGut +TCONS_00034073 gene-FAM13C_tGut +TCONS_00034074 gene-FAM13C_tGut +TCONS_00034075 gene-FAM13C_tGut +TCONS_00034078 gene-FAM13C_tGut +TCONS_00034079 gene-FAM13C_tGut +TCONS_00034077 gene-FAM13C_tGut +TCONS_00034076 gene-FAM13C_tGut +TCONS_00034082 gene-FAM13C_tGut +TCONS_00034081 gene-FAM13C_tGut +TCONS_00034080 gene-FAM13C_tGut +TCONS_00034083 gene-SLC16A9_tGut +TCONS_00034084 gene-CCDC6_tGut +TCONS_00034085 gene-CCDC6_tGut +TCONS_00034086 gene-CCDC6_tGut +TCONS_00034087 gene-RHOBTB1_tGut +TCONS_00034088 gene-TMEM26_tGut +TCONS_00034089 gene-LOC112532725_gGal +TCONS_00034090 gene-RTKN2_tGut +TCONS_00034091 gene-RTKN2_tGut +TCONS_00034096 gene-RTKN2_tGut +TCONS_00034095 gene-RTKN2_tGut +TCONS_00034094 gene-RTKN2_tGut +TCONS_00034093 gene-RTKN2_tGut +TCONS_00034092 gene-RTKN2_tGut +TCONS_00034097 gene-EGR2_tGut +TCONS_00034098 gene-JMJD1C_tGut +TCONS_00034099 gene-JMJD1C_tGut +TCONS_00034100 gene-JMJD1C_tGut +TCONS_00034102 gene-JMJD1C_tGut +TCONS_00034101 gene-JMJD1C_tGut +TCONS_00034103 gene-CTNNA3_tGut +TCONS_00034104 gene-CTNNA3_tGut +TCONS_00034106 gene-CTNNA3_tGut +TCONS_00034105 gene-CTNNA3_tGut +TCONS_00034107 gene-CTNNA3_tGut +TCONS_00034108 gene-DNAJC12_tGut +TCONS_00034110 gene-HERC4_tGut +TCONS_00034109 gene-HERC4_tGut +TCONS_00034111 gene-ATOH7_tGut +TCONS_00034112 gene-PBLD_tGut +TCONS_00034113 gene-PBLD_tGut +TCONS_00034114 gene-RUFY2_tGut +TCONS_00034115 gene-RUFY2_tGut +TCONS_00034117 gene-DNA2_tGut +TCONS_00034116 gene-DNA2_tGut +TCONS_00034118 gene-DNA2_tGut +TCONS_00034119 gene-SLC25A16_tGut +TCONS_00034120 gene-SLC25A16_tGut +TCONS_00034122 gene-TACR2_tGut +TCONS_00034121 gene-TACR2_tGut +TCONS_00034123 gene-TACR2_tGut +TCONS_00034124 gene-AIFM2_tGut +TCONS_00034125 gene-CHST3_tGut +TCONS_00034126 gene-VSIR_tGut +TCONS_00034127 gene-SLC29A3_tGut +TCONS_00034129 gene-UNC5B_tGut +TCONS_00034128 gene-UNC5B_tGut +TCONS_00034130 gene-SGPL1_tGut-like +TCONS_00034131 gene-SGPL1_tGut-like +TCONS_00034132 gene-SGPL1_tGut-like +TCONS_00034134 gene-ADAMTS14_tGut +TCONS_00034133 gene-ADAMTS14_tGut +TCONS_00034135 gene-PALD1_tGut +TCONS_00034136 gene-PALD1_tGut +TCONS_00034137 gene-EIF4EBP2_tGut +TCONS_00034139 gene-SPOCK2_tGut +TCONS_00034138 gene-SPOCK2_tGut +TCONS_00034141 gene-ASCC1_tGut +TCONS_00034140 gene-ASCC1_tGut +TCONS_00034143 gene-DNAJB12_tGut +TCONS_00034142 gene-DNAJB12_tGut +TCONS_00034146 gene-MICU1_tGut +TCONS_00034148 gene-MICU1_tGut +TCONS_00034147 gene-MICU1_tGut +TCONS_00034145 gene-MICU1_tGut +TCONS_00034144 gene-MICU1_tGut +TCONS_00034150 gene-PLA2G12B_tGut +TCONS_00034149 gene-PLA2G12B_tGut +TCONS_00034153 gene-P4HA1_tGut +TCONS_00034154 gene-P4HA1_tGut +TCONS_00034152 gene-P4HA1_tGut +TCONS_00034151 gene-P4HA1_tGut +TCONS_00034155 gene-ECD_tGut +TCONS_00034156 gene-DNAJC9_tGut +TCONS_00034157 gene-ADAM8_tGut +TCONS_00034158 gene-ADAM8_tGut +TCONS_00034159 gene-TUBGCP2_tGut +TCONS_00034160 gene-ECHS1_tGut +TCONS_00034161 gene-MTG1_tGut +TCONS_00034162 gene-PAOX_tGut +TCONS_00034163 gene-PAOX_tGut +TCONS_00034164 gene-LOC100223151_tGut +TCONS_00034165 gene-LOC100220263_tGut +TCONS_00034166 gene-PTEN_tGut +TCONS_00034167 gene-PTEN_tGut +TCONS_00034169 gene-PAPSS2_tGut +TCONS_00034168 gene-PAPSS2_tGut +TCONS_00034170 gene-PAPSS2_tGut +TCONS_00034171 gene-PAPSS2_tGut +TCONS_00034173 gene-PAPSS2_tGut +TCONS_00034172 gene-PAPSS2_tGut +TCONS_00034174 gene-MINPP1_tGut +TCONS_00034175 gene-A1CF_tGut +TCONS_00034178 gene-A1CF_tGut +TCONS_00034177 gene-A1CF_tGut +TCONS_00034176 gene-A1CF_tGut +TCONS_00034179 gene-IPMK_tGut +TCONS_00034180 gene-CISD1_tGut +TCONS_00034181 gene-CISD1_tGut +TCONS_00034182 gene-LOC107049631_gGal-like-6 +TCONS_00034183 gene-LOC107050011_gGal-2 +TCONS_00034184 gene-IL6R_gGal-3 +TCONS_00034185 gene-B4GALT3_gGal-2 +TCONS_00034186 gene-CYP4F11_gGal-1 +TCONS_00034187 gene-CYP4F11_gGal-6 +TCONS_00034188 gene-CYP4F11_gGal-5 +TCONS_00034189 gene-CYP4F11_gGal-5 +TCONS_00034190 gene-RDM1_gGal-1 +TCONS_00034191 gene-RDM1_gGal-2 +TCONS_00034192 gene-RDM1_gGal-4 +TCONS_00034193 gene-VPS28_tGut-like-1 +TCONS_00034194 gene-LOC121107595_gGal-8 +TCONS_00034195 gene-RPS6KB2_gGal-2 +TCONS_00034196 gene-LOC107050495_gGal-4 +TCONS_00034197 gene-LOC121468602_tGut-7 +TCONS_00034198 gene-FOLR3_gGal-like-1 +TCONS_00034199 gene-LOC107051391_gGal-2 +TCONS_00034200 gene-CATH2_gGal-like-2 +TCONS_00034201 gene-LOC101751319_gGal-7 +TCONS_00034202 gene-SDHAF1_gGal-like-11 +TCONS_00034203 gene-PEA15_tGut-2 +TCONS_00034204 gene-PEA15_tGut-2 +TCONS_00034205 gene-LOC121108711_gGal-7 +TCONS_00034206 gene-LOC121108711_gGal-2 +TCONS_00034207 gene-LOC121108711_gGal-8 +TCONS_00034208 gene-TMBIM6_gGal-1 +TCONS_00034209 gene-LOC121108859_gGal-like-17 +TCONS_00034210 gene-CUNH2orf68_gGal-like-5 +TCONS_00034211 gene-PEA15_tGut-2 +TCONS_00034212 gene-LOC124417578_gGal-like-26 +TCONS_00034213 gene-PAK3_gGal-2 +TCONS_00034214 gene-LOC112531297_gGal-3 +TCONS_00034215 gene-AP4M1_tGut-2 +TCONS_00034216 gene-GEMIN7_gGal-10 +TCONS_00034217 gene-COPS6_tGut-2 +TCONS_00034218 gene-WRAP53_gGal-2 +TCONS_00034219 gene-GEMIN7_gGal-8 +TCONS_00034220 gene-UBL4A_tGut-1 +TCONS_00034221 gene-LOC112531447_gGal-like-5 +TCONS_00034222 gene-LOC121108648_gGal-like-5 +TCONS_00034223 gene-POLR2I_tGut-1 +TCONS_00034224 gene-POLR2I_tGut-1 +TCONS_00034225 gene-ARHGAP35_gGal-2 +TCONS_00034226 gene-SMO_gGal-2 +TCONS_00034227 gene-LOC121108894_gGal-like-5 +TCONS_00034228 gene-AQP10_gGal-2 +TCONS_00034229 gene-AP2S1_tGut-2 +TCONS_00034230 gene-LOC121108151_gGal-1 +TCONS_00034231 gene-CUNH2orf68_gGal-like-1 +TCONS_00034232 gene-PGC_tGut-5 +TCONS_00034233 gene-ARHGAP27_gGal-1 +TCONS_00034234 gene-RASAL3_tGut-4 +TCONS_00034235 gene-TSFM_tGut-like-5 +TCONS_00034238 gene-DNMT1_tGut-1 +TCONS_00034240 gene-DNMT1_tGut-1 +TCONS_00034239 gene-DNMT1_tGut-1 +TCONS_00034237 gene-DNMT1_tGut-1 +TCONS_00034236 gene-DNMT1_tGut-1 +TCONS_00034241 gene-EIF3G_tGut-like-2 +TCONS_00034242 gene-RASAL3_tGut-4 +TCONS_00034243 gene-RASAL3_tGut-4 +TCONS_00034244 gene-PGLYRP2_tGut-5 +TCONS_00034245 gene-PGLYRP2_tGut-5 +TCONS_00034246 gene-PGLYRP2_tGut-5 +TCONS_00034247 gene-ABCB8_gGal-1 +TCONS_00034248 gene-LOC115491583_tGut-like-4 +TCONS_00034249 gene-RDH8_tGut-2 +TCONS_00034250 gene-RPS18_tGut-2 +TCONS_00034251 gene-LOC121108879_gGal-like-2 +TCONS_00034252 gene-RPS18_tGut-2 +TCONS_00034253 gene-RPS18_tGut-2 +TCONS_00034254 gene-LIPT2_gGal-2 +TCONS_00034255 gene-LRRC10B_gGal-2 +TCONS_00034256 gene-OLFM2_gGal +TCONS_00034257 gene-LOC107050614_gGal-3 +TCONS_00034258 gene-DCAF11_tGut-1 +TCONS_00034259 gene-PML_tGut-like-2 +TCONS_00034260 gene-ISLR2_gGal-1 +TCONS_00034261 gene-ISLR_gGal-1 +TCONS_00034262 gene-STRA6_tGut-like-1 +TCONS_00034263 gene-LOC121469320_tGut-like-4 +TCONS_00034264 gene-LOC112530906_gGal-like-3 +TCONS_00034265 gene-MYO7L2_gGal-2 +TCONS_00034266 gene-HSF1_tGut-1 +TCONS_00034267 gene-LSM5_gGal-11 +TCONS_00034268 gene-LSM5_gGal-4 +TCONS_00034269 gene-SLC12A7_tGut-2 +TCONS_00034270 gene-SLC12A7_tGut-2 +TCONS_00034271 gene-LSM5_gGal-3 +TCONS_00034272 gene-CYP4F11_gGal-3 +TCONS_00034273 gene-TRAPPC5_tGut-like-1 +TCONS_00034274 gene-YIF1B_tGut-like-1 +TCONS_00034275 gene-PHF1_tGut-1 +TCONS_00034276 gene-LOC124417357_gGal-like-15 +TCONS_00034277 gene-C5AR1_tGut-2 +TCONS_00034278 gene-LOC121108150_gGal-like-10 +TCONS_00034279 gene-LOC121108150_gGal-like-10 +TCONS_00034280 gene-LOC121108150_gGal-like-10 +TCONS_00034281 gene-LOC121108859_gGal-like-8 +TCONS_00034282 gene-JMJD6_gGal-2 +TCONS_00034283 gene-IMP4_tGut-1 +TCONS_00034284 gene-IMP4_tGut-1 +TCONS_00034286 gene-CXXC1_tGut-like-2 +TCONS_00034287 gene-CXXC1_tGut-like-2 +TCONS_00034285 gene-CFAP45_gGal-2 +TCONS_00034288 gene-CXXC1_tGut-like-2 +TCONS_00034289 gene-CXXC1_tGut-like-2 +TCONS_00034290 gene-MBD1_tGut-2 +TCONS_00034291 gene-SDHAF1_gGal-like-23 +TCONS_00034292 gene-CXXC1_tGut-like-2 +TCONS_00034293 gene-LOC124417578_gGal-like-27 +TCONS_00034294 gene-CATH2_gGal-like-1 +TCONS_00034295 gene-S1PR2_gGal-like-2 +TCONS_00034296 gene-LOC121108972_gGal-like-7 +TCONS_00034297 gene-LOC121108150_gGal-like-16 +TCONS_00034298 gene-LOC107049862_gGal +TCONS_00034299 gene-LOC100858386_gGal-like-4 +TCONS_00034300 gene-LOC121108906_gGal-3 +TCONS_00034301 gene-LOC121468783_tGut-3 +TCONS_00034302 gene-PEA15_tGut-3 +TCONS_00034303 gene-LOC121107595_gGal-7 +TCONS_00034304 gene-LOC121107828_gGal-5 +TCONS_00034306 gene-MYO7L2_gGal-1 +TCONS_00034310 gene-MYO7L2_gGal-1 +TCONS_00034305 gene-WRAP53_gGal-4 +TCONS_00034307 gene-LOC121468497_tGut-like-26 +TCONS_00034308 gene-LOC121468497_tGut-like-26 +TCONS_00034309 gene-LOC100230474_tGut-like-1 +TCONS_00034311 gene-ABCB8_gGal-3 +TCONS_00034312 gene-LOC116807478_tGut-2 +TCONS_00034313 gene-LOC116807478_tGut-2 +TCONS_00034314 gene-LOC121470834_tGut-6 +TCONS_00034315 gene-LOC121470834_tGut-6 +TCONS_00034317 gene-PAGR1_tGut-like-4 +TCONS_00034316 gene-PAGR1_tGut-like-4 +TCONS_00034318 gene-RUSF1_tGut-like-1 +TCONS_00034319 gene-RUSF1_tGut-like-1 +TCONS_00034320 gene-RBM23_tGut-like-2 +TCONS_00034321 gene-PRMT5_tGut-like-1 +TCONS_00034323 gene-PRMT5_tGut-like-1 +TCONS_00034322 gene-PRMT5_tGut-like-1 +TCONS_00034324 gene-PRMT5_tGut-like-1 +TCONS_00034325 gene-ISLR2_gGal-2 +TCONS_00034326 gene-ISLR_gGal-2 +TCONS_00034327 gene-STRA6_tGut-like-3 +TCONS_00034328 gene-LOC112530182_gGal-like-8 +TCONS_00034330 gene-VPS16_tGut-2 +TCONS_00034329 gene-VPS16_tGut-2 +TCONS_00034331 gene-NAT8_tGut-2 +TCONS_00034332 gene-CPXM1_tGut-like-1 +TCONS_00034333 gene-GEMIN7_tGut-like-4 +TCONS_00034334 gene-LOC116807478_tGut-1 +TCONS_00034335 gene-LOC116807478_tGut-1 +TCONS_00034336 gene-LOC116807478_tGut-1 +TCONS_00034337 gene-GEMIN7_tGut-like-4 +TCONS_00034338 gene-LOC116807478_tGut-1 +TCONS_00034339 gene-MYO7L2_gGal-3 +TCONS_00034340 gene-SLC12A7_tGut-1 +TCONS_00034341 gene-SLC12A7_tGut-1 +TCONS_00034342 gene-PPP2R1A_tGut-2 +TCONS_00034343 gene-PPP2R1A_tGut-2 +TCONS_00034344 gene-SMG9_tGut-like-1 +TCONS_00034345 gene-LOC121108655_gGal-like-3 +TCONS_00034346 gene-NDUFC2_gGal-4 +TCONS_00034347 gene-PPP2R1A_tGut-2 +TCONS_00034348 gene-SMG9_tGut-like-1 +TCONS_00034349 gene-CFAP126_gGal-2 +TCONS_00034350 gene-ACAD8_tGut-2 +TCONS_00034353 gene-CACNA1F_tGut-like-1 +TCONS_00034352 gene-CACNA1F_tGut-like-1 +TCONS_00034351 gene-CACNA1F_tGut-like-1 +TCONS_00034354 gene-CACNA1F_tGut-like-1 +TCONS_00034355 gene-CACNA1F_tGut-like-1 +TCONS_00034356 gene-CACNA1F_tGut-like-1 +TCONS_00034357 gene-CACNA1F_tGut-like-1 +TCONS_00034358 gene-KDM5C_tGut-like-1 +TCONS_00034359 gene-KDM5C_tGut-like-1 +TCONS_00034361 gene-TRAPPC14_tGut-like-3 +TCONS_00034360 gene-TRAPPC14_tGut-like-3 +TCONS_00034362 gene-TSFM_tGut-like-2 +TCONS_00034363 gene-TAF6_tGut-like-3 +TCONS_00034364 gene-TRAPPC14_tGut-like-3 +TCONS_00034365 gene-TRAPPC14_tGut-like-3 +TCONS_00034366 gene-TRAPPC14_tGut-like-3 +TCONS_00034367 gene-TSFM_tGut-like-2 +TCONS_00034368 gene-LAMTOR4_tGut-like-2 +TCONS_00034369 gene-ECSIT_tGut-like-3 +TCONS_00034370 gene-TAF6_tGut-like-3 +TCONS_00034371 gene-ALKBH7_tGut-like-7 +TCONS_00034372 gene-MYL6_tGut-like-3 +TCONS_00034373 gene-MYL6_tGut-like-3 +TCONS_00034374 gene-NABP2_tGut-1 +TCONS_00034375 gene-IFT46_tGut-4 +TCONS_00034378 gene-SMARCC2_tGut-2 +TCONS_00034377 gene-SMARCC2_tGut-2 +TCONS_00034376 gene-SMARCC2_tGut-2 +TCONS_00034379 gene-SMARCC2_tGut-2 +TCONS_00034380 gene-RNF41_tGut-1 +TCONS_00034381 gene-RFTN2_tGut-3 +TCONS_00034382 gene-RFTN2_tGut-3 +TCONS_00034383 gene-RFTN2_tGut-3 +TCONS_00034384 gene-TAPBP_gGal +TCONS_00034385 gene-IER3_gGal-3 +TCONS_00034386 gene-PFDN6_tGut +TCONS_00034387 gene-LOC121468672_tGut-like-3 +TCONS_00034388 gene-VMO1_tGut-like-2 +TCONS_00034389 gene-MYLPF_gGal-like-8 +TCONS_00034390 gene-OPLAH_gGal-10 +TCONS_00034391 gene-COX7C_tGut-1 +TCONS_00034392 gene-PSMC4_tGut-like-2 +TCONS_00034393 gene-PSMC4_tGut-like-2 +TCONS_00034394 gene-LOC121107828_gGal-6 +TCONS_00034395 gene-BCL3_tGut-like-1 +TCONS_00034396 gene-PSMC4_tGut-like-2 +TCONS_00034397 gene-PSMC4_tGut-like-2 +TCONS_00034398 gene-PSMC4_tGut-like-2 +TCONS_00034399 gene-PSMC4_tGut-like-2 +TCONS_00034400 gene-SLC12A7_gGal-2 +TCONS_00034401 gene-SLC12A7_gGal-2 +TCONS_00034402 gene-LSM5_gGal-13 +TCONS_00034403 gene-LSM5_gGal-10 +TCONS_00034404 gene-SLC12A7_tGut-3 +TCONS_00034405 gene-SLC12A7_tGut-3 +TCONS_00034406 gene-LSM5_gGal-12 +TCONS_00034407 gene-LSM5_gGal-7 +TCONS_00034408 gene-LSM5_gGal-5 +TCONS_00034409 gene-SLC12A7_tGut-5 +TCONS_00034410 gene-SLC12A7_tGut-5 +TCONS_00034411 gene-LSM5_gGal-6 +TCONS_00034412 gene-LSM5_gGal-2 +TCONS_00034413 gene-TRIM28_tGut-like-2 +TCONS_00034414 gene-LOC115492453_tGut-like-7 +TCONS_00034415 gene-OPLAH_gGal-2 +TCONS_00034416 gene-LOC121469285_tGut-like-4 +TCONS_00034417 gene-LOC121469285_tGut-like-4 +TCONS_00034418 gene-LOC121469285_tGut-like-4 +TCONS_00034419 gene-LOC121469285_tGut-like-4 +TCONS_00034420 gene-LOC121107595_gGal-5 +TCONS_00034421 gene-LOC121469286_tGut-like-7 +TCONS_00034422 gene-LOC121471118_tGut-like-4 +TCONS_00034423 gene-LOC121469328_tGut-like-1 +TCONS_00034424 gene-LOC121469328_tGut-like-1 +TCONS_00034425 gene-LOC121469328_tGut-like-1 +TCONS_00034426 gene-GIPC1_gGal-like-1 +TCONS_00034427 gene-EMID1_gGal-like-2 +TCONS_00034428 gene-ATP6V1B1_tGut-like-4 +TCONS_00034429 gene-LOC121107791_gGal-1 +TCONS_00034430 gene-MAX_gGal-2 +TCONS_00034431 gene-LOC121108246_gGal-like-3 +TCONS_00034432 gene-PRF1_gGal-like-1 +TCONS_00034433 gene-USF1_gGal-like-1 +TCONS_00034434 gene-BCKDK_gGal-2 +TCONS_00034435 gene-LOC121108132_gGal-like-17 +TCONS_00034436 gene-ARHGAP30_tGut-like-4 +TCONS_00034437 gene-ARHGAP30_tGut-like-4 +TCONS_00034438 gene-LOC101750739_gGal-like-3 +TCONS_00034439 gene-CHCHD5_tGut-1 +TCONS_00034440 gene-TAP1_gGal-like-3 +TCONS_00034441 gene-PIN1_tGut-2 +TCONS_00034442 gene-LOC121471062_tGut-like-11 +TCONS_00034443 gene-SLC6A8_gGal-like-2 +TCONS_00034444 gene-LOC107050532_gGal-3 +TCONS_00034445 gene-SLX1B_tGut-3 +TCONS_00034446 gene-SLX1B_tGut-3 +TCONS_00034447 gene-LOC121108972_gGal-like-1 +TCONS_00034449 gene-PRMT5_tGut-like-2 +TCONS_00034448 gene-PRMT5_tGut-like-2 +TCONS_00034450 gene-SLC16A13_gGal +TCONS_00034451 gene-PRMT5_tGut-like-2 +TCONS_00034452 gene-DPM3_tGut-like-10 +TCONS_00034453 gene-STAP2_tGut-like-3 +TCONS_00034455 gene-ITGA7_tGut-like-1 +TCONS_00034454 gene-ITGA7_tGut-like-1 +TCONS_00034456 gene-ITGA7_tGut-like-1 +TCONS_00034457 gene-STRN4_tGut-like-1 +TCONS_00034458 gene-TIMM29_tGut-like-5 +TCONS_00034459 gene-GDF11_tGut-like-6 +TCONS_00034460 gene-STRN4_tGut-like-1 +TCONS_00034461 gene-STRN4_tGut-like-1 +TCONS_00034462 gene-STRN4_tGut-like-1 +TCONS_00034463 gene-LOC121106957_gGal-2 +TCONS_00034464 gene-LOC121108859_gGal-like-18 +TCONS_00034465 gene-LOC124417580_gGal-like-4 +TCONS_00034466 gene-ASB13_tGut-2 +TCONS_00034467 gene-LOC121108132_gGal-like-6 +TCONS_00034468 gene-LOC121108972_gGal-like-12 +TCONS_00034469 gene-LOC121108894_gGal-like-15 +TCONS_00034470 gene-MYLPF_gGal-like-7 +TCONS_00034471 gene-SDHAF1_gGal-like-31 +TCONS_00034472 gene-LOC121109184_gGal-3 +TCONS_00034473 gene-S1PR2_tGut-like-8 +TCONS_00034474 gene-LOC115497506_tGut-like-4 +TCONS_00034475 gene-LOC121470802_tGut-like-7 +TCONS_00034476 gene-GAMT_tGut-1 +TCONS_00034477 gene-ITGAD_gGal-2 +TCONS_00034478 gene-LOC121108723_gGal-2 +TCONS_00034479 gene-OPA3_tGut-like-15 +TCONS_00034480 gene-MDC1_tGut-like-2 +TCONS_00034481 gene-PPT2_tGut-1 +TCONS_00034482 gene-HGH1_gGal-1 +TCONS_00034483 gene-SDHAF1_gGal-like-24 +TCONS_00034484 gene-HIRIP3_tGut-3 +TCONS_00034488 gene-LOC121468298_tGut-like-8 +TCONS_00034489 gene-LOC105760330_tGut-like-2 +TCONS_00034485 gene-LOC105760330_tGut-like-2 +TCONS_00034486 gene-MRPL10_tGut-1 +TCONS_00034487 gene-LOC105760330_tGut-like-2 +TCONS_00034490 gene-ATP1A3_tGut-like-2 +TCONS_00034491 gene-ATP1A3_tGut-like-2 +TCONS_00034492 gene-TRAPPC5_gGal-1 +TCONS_00034493 gene-NIT1_tGut-like-4 +TCONS_00034494 gene-NIT1_tGut-like-4 +TCONS_00034495 gene-NIT1_tGut-like-4 +TCONS_00034496 gene-PAX4_tGut-like-4 +TCONS_00034497 gene-NIT1_tGut-like-4 +TCONS_00034498 gene-DEDD_tGut-2 +TCONS_00034499 gene-DEDD_tGut-2 +TCONS_00034500 gene-LOC121470797_tGut-1 +TCONS_00034501 gene-LOC121470797_tGut-1 +TCONS_00034502 gene-CGN_tGut-like-3 +TCONS_00034503 gene-HGH1_gGal-4 +TCONS_00034504 gene-ZBTB45_gGal-like-1 +TCONS_00034505 gene-LOC112531128_gGal +TCONS_00034506 gene-TFCP2_gGal-4 +TCONS_00034507 gene-SNRPD2_gGal-2 +TCONS_00034508 gene-GDF11_tGut-like-1 +TCONS_00034509 gene-GDF11_tGut-like-1 +TCONS_00034510 gene-RPS6KB2_gGal-3 +TCONS_00034511 gene-KANSL3_gGal-2 +TCONS_00034512 gene-LOC107055878_gGal +TCONS_00034513 gene-VSIG8_gGal-3 +TCONS_00034514 gene-GDF11_tGut-like-1 +TCONS_00034515 gene-LOC112530991_gGal-like-6 +TCONS_00034516 gene-TYK2_tGut-1 +TCONS_00034517 gene-TYK2_tGut-1 +TCONS_00034518 gene-CDC37_tGut-3 +TCONS_00034519 gene-C1QL4_tGut-like-6 +TCONS_00034520 gene-C1QL4_tGut-like-6 +TCONS_00034521 gene-KANSL3_gGal-1 +TCONS_00034522 gene-LOC124417583_gGal-like-2 +TCONS_00034523 gene-FOXO6_gGal-2 +TCONS_00034524 gene-CUNH19orf47_tGut-like-1 +TCONS_00034525 gene-CUNH19orf47_tGut-like-1 +TCONS_00034526 gene-CUNH19orf47_tGut-like-1 +TCONS_00034527 gene-LOC121108879_gGal-like-7 +TCONS_00034528 gene-LOC121108903_gGal-like-21 +TCONS_00034529 gene-CTDNEP1_tGut-like-5 +TCONS_00034530 gene-OXA1L_tGut-2 +TCONS_00034531 gene-OXA1L_tGut-2 +TCONS_00034532 gene-SDHAF1_gGal-like-6 +TCONS_00034533 gene-EHMT2_tGut-4 +TCONS_00034534 gene-LOC121106915_gGal-like-3 +TCONS_00034535 gene-LOC124417357_gGal-like-16 +TCONS_00034536 gene-GMCL1_gGal-2 +TCONS_00034537 gene-TAC3_tGut-like-1 +TCONS_00034538 gene-GPAA1_tGut-like-2 +TCONS_00034539 gene-FBXO46_gGal-4 +TCONS_00034540 gene-GPAA1_tGut-like-2 +TCONS_00034541 gene-OPA3_tGut-like-7 +TCONS_00034542 gene-LOC115492453_tGut-like-11 +TCONS_00034543 gene-ATP13A1_gGal-1 +TCONS_00034544 gene-PNPLA6_tGut-like-2 +TCONS_00034545 gene-SVBP_tGut-1 +TCONS_00034546 gene-PNPLA6_tGut-like-2 +TCONS_00034549 gene-PNPLA6_tGut-like-2 +TCONS_00034551 gene-PNPLA6_tGut-like-2 +TCONS_00034550 gene-PNPLA6_tGut-like-2 +TCONS_00034548 gene-PNPLA6_tGut-like-2 +TCONS_00034547 gene-PNPLA6_tGut-like-2 +TCONS_00034552 gene-PNPLA6_tGut-like-2 +TCONS_00034560 gene-PNPLA6_tGut-like-2 +TCONS_00034556 gene-PNPLA6_gGal-like-2 +TCONS_00034557 gene-PNPLA6_gGal-like-2 +TCONS_00034559 gene-PNPLA6_gGal-like-2 +TCONS_00034558 gene-PNPLA6_gGal-like-2 +TCONS_00034555 gene-PNPLA6_tGut-like-2 +TCONS_00034554 gene-PNPLA6_gGal-like-2 +TCONS_00034553 gene-PNPLA6_gGal-like-2 +TCONS_00034561 gene-PNPLA6_gGal-like-2 +TCONS_00034562 gene-PNPLA6_gGal-like-2 +TCONS_00034563 gene-PNPLA6_tGut-like-2 +TCONS_00034564 gene-PNPLA6_tGut-like-2 +TCONS_00034565 gene-MAP1B_tGut-like-2 +TCONS_00034568 gene-SNX2_tGut-1 +TCONS_00034569 gene-SNX2_tGut-1 +TCONS_00034567 gene-SNX2_tGut-1 +TCONS_00034566 gene-SNX2_tGut-1 +TCONS_00034572 gene-LOC121468490_tGut-like-1 +TCONS_00034571 gene-LOC121468490_tGut-like-1 +TCONS_00034570 gene-LOC121468490_tGut-like-1 +TCONS_00034573 gene-LOC121468490_tGut-like-1 +TCONS_00034574 gene-STIM1_gGal-1 +TCONS_00034575 gene-LOC121108245_gGal-like-1 +TCONS_00034576 gene-LOC124417480_gGal-1 +TCONS_00034577 gene-LYSMD1_gGal-2 +TCONS_00034578 gene-LOC121471118_tGut-like-2 +TCONS_00034579 gene-LOC121108246_gGal-like-13 +TCONS_00034580 gene-LOC121108224_gGal-2 +TCONS_00034581 gene-LOC121468591_tGut-3 +TCONS_00034582 gene-PCK2_gGal +TCONS_00034583 gene-LOC112530943_gGal +TCONS_00034584 gene-EIF5A_tGut-2 +TCONS_00034585 gene-GYS1_tGut-like-1 +TCONS_00034586 gene-GYS1_tGut-like-1 +TCONS_00034587 gene-SCN1B_tGut-5 +TCONS_00034588 gene-LOC121470834_tGut-4 +TCONS_00034589 gene-MRPL49_gGal-like-6 +TCONS_00034590 gene-RFTN2_tGut-1 +TCONS_00034591 gene-RFTN2_tGut-1 +TCONS_00034592 gene-RFTN2_tGut-1 +TCONS_00034593 gene-PPOX_gGal-4 +TCONS_00034594 gene-LOC115491745_tGut-4 +TCONS_00034595 gene-ATP2B3_tGut +TCONS_00034596 gene-RIIAD1_gGal +TCONS_00034597 gene-OPN1SW_tGut-like-1 +TCONS_00034598 gene-ATP2B3_tGut +TCONS_00034599 gene-ATP2B3_tGut +TCONS_00034600 gene-LOC121107721_gGal-2 +TCONS_00034601 gene-LOC121469321_tGut +TCONS_00034602 gene-MYLPF_gGal-like-1 +TCONS_00034603 gene-LOC107049469_gGal-3 +TCONS_00034604 gene-PRF1_gGal-like-2 +TCONS_00034605 gene-LOC121108903_gGal-like-12 +TCONS_00034606 gene-LOC107049166_gGal-like-2 +TCONS_00034607 gene-LOC121108246_gGal-like-9 +TCONS_00034608 gene-LOC121108246_gGal-like-9 +TCONS_00034609 gene-MYLPF_gGal-like-6 +TCONS_00034610 gene-NTRK1_tGut-1 +TCONS_00034611 gene-LOC116809220_tGut-like-2 +TCONS_00034612 gene-TRAPPC5_gGal-3 +TCONS_00034613 gene-LIN7B_tGut-2 +TCONS_00034614 gene-LOC121108721_gGal +TCONS_00034615 gene-HGH1_gGal-3 +TCONS_00034616 gene-VMO1_tGut-like-3 +TCONS_00034617 gene-VMO1_tGut-like-3 +TCONS_00034618 gene-NAA38_tGut-like-9 +TCONS_00034619 gene-NAA38_tGut-like-9 +TCONS_00034620 gene-S1PR2_gGal-like-7 +TCONS_00034621 gene-LOC121108867_gGal-like-15 +TCONS_00034622 gene-TFPT_tGut-like-1 +TCONS_00034623 gene-CHMP2A_tGut-3 +TCONS_00034624 gene-AKAP8_tGut-2 +TCONS_00034625 gene-PKMYT1_gGal +TCONS_00034626 gene-PKMYT1_gGal +TCONS_00034627 gene-UBL5_tGut-1 +TCONS_00034628 gene-LOC112533497_gGal-2 +TCONS_00034629 gene-FCER1G_tGut-like-6 +TCONS_00034630 gene-LOC124417357_gGal-like-31 +TCONS_00034631 gene-MYLPF_gGal-like-5 +TCONS_00034632 gene-SDHAF1_gGal-like-37 +TCONS_00034633 gene-SDHAF1_gGal-like-2 +TCONS_00034634 gene-SYDE1_gGal-like-1 +TCONS_00034635 gene-LOC124417451_gGal-like-18 +TCONS_00034636 gene-OLFM1_tGut-2 +TCONS_00034637 gene-OLFM1_tGut-2 +TCONS_00034639 gene-OLFM1_tGut-2 +TCONS_00034638 gene-OLFM1_tGut-2 +TCONS_00034640 gene-NEURL4_tGut-like-1 +TCONS_00034641 gene-ALG9_tGut-like-10 +TCONS_00034642 gene-NEURL4_tGut-like-1 +TCONS_00034643 gene-NEURL4_tGut-like-1 +TCONS_00034644 gene-LOC115493092_tGut-like-13 +TCONS_00034645 gene-LOC115493092_tGut-like-13 +TCONS_00034646 gene-LOC121108224_gGal-6 +TCONS_00034647 gene-AGPAT1_tGut-like-2 +TCONS_00034648 gene-HSPBP1_tGut-like-1 +TCONS_00034649 gene-EFCC1_tGut-11 +TCONS_00034650 gene-EFCC1_tGut-12 +TCONS_00034651 gene-LOC121106935_gGal-like-3 +TCONS_00034652 gene-IER2_tGut-like-4 +TCONS_00034653 gene-RBM8A_gGal-1 +TCONS_00034654 gene-EHBP1L1_gGal-1 +TCONS_00034655 gene-LOC112533497_gGal-5 +TCONS_00034656 gene-LOC112533497_gGal-3 +TCONS_00034657 gene-SYMPK_tGut-like-3 +TCONS_00034658 gene-CDK2_tGut-like-1 +TCONS_00034659 gene-EFCC1_tGut-1 +TCONS_00034660 gene-EFCC1_tGut-5 +TCONS_00034661 gene-EFCC1_tGut-14 +TCONS_00034662 gene-EFCC1_tGut-8 +TCONS_00034663 gene-EFCC1_tGut-2 +TCONS_00034664 gene-LOC121108224_gGal-5 +TCONS_00034665 gene-EVI5L_gGal-6 +TCONS_00034666 gene-LOC121106915_gGal-like-5 +TCONS_00034667 gene-TLCD3B_tGut-like-4 +TCONS_00034668 gene-LOC124417357_gGal-like-6 +TCONS_00034669 gene-TLCD3B_tGut-like-4 diff --git a/docs/resources/Workshops/Python/data/iNaturalist.csv b/docs/resources/Workshops/Python/data/iNaturalist.csv new file mode 100644 index 0000000..7a7b650 --- /dev/null +++ b/docs/resources/Workshops/Python/data/iNaturalist.csv @@ -0,0 +1,1278 @@ +id,observed_on,time_observed_at,scientific_name,common_name,taxon_id +145591043,2023-01-01,2023-01-01 17:33:31 UTC,Mimus polyglottos,Northern Mockingbird,14886 +145610149,2023-01-01,2023-01-01 20:55:00 UTC,Mergus merganser,Common Merganser,7004 +145610383,2023-01-01,2023-01-01 21:13:00 UTC,Bucephala albeola,Bufflehead,6993 +145611915,2023-01-01,2023-01-01 21:12:00 UTC,Passer domesticus,House Sparrow,13858 +145611916,2023-01-01,2023-01-01 21:08:00 UTC,Sturnus vulgaris,European Starling,14850 +145611918,2023-01-01,2023-01-01 20:49:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +145611919,2023-01-01,2023-01-01 20:48:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +145611920,2023-01-01,2023-01-01 20:51:00 UTC,Zenaida macroura,Mourning Dove,3454 +145611922,2023-01-01,2023-01-01 20:46:00 UTC,Zenaida macroura,Mourning Dove,3454 +145611923,2023-01-01,2023-01-01 20:45:00 UTC,Cyanocitta cristata,Blue Jay,8229 +145611925,2023-01-01,2023-01-01 20:42:00 UTC,Anas rubripes,American Black Duck,6924 +145611926,2023-01-01,2023-01-01 20:33:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +145611927,2023-01-01,2023-01-01 20:28:00 UTC,Cygnus olor,Mute Swan,6921 +145611928,2023-01-01,2023-01-01 20:27:00 UTC,Anas crecca,Green-winged Teal,6937 +145611929,2023-01-01,2023-01-01 20:20:00 UTC,Turdus migratorius,American Robin,12727 +145611935,2023-01-01,2023-01-01 20:12:00 UTC,Anas platyrhynchos,Mallard,6930 +145611941,2023-01-01,2023-01-01 20:03:00 UTC,Ardea herodias,Great Blue Heron,4956 +145611942,2023-01-01,2023-01-01 19:57:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +145611946,2023-01-01,2023-01-01 20:23:00 UTC,Branta canadensis,Canada Goose,7089 +145669870,2023-01-02,2023-01-02 15:40:23 UTC,Anas crecca,Green-winged Teal,6937 +145670267,2023-01-02,2023-01-02 15:43:00 UTC,Anas platyrhynchos,Mallard,6930 +145685325,2023-01-02,2023-01-02 18:27:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +145687545,2023-01-02,2023-01-02 19:06:37 UTC,Aythya collaris,Ring-necked Duck,7044 +145750074,2023-01-02,2023-01-02 18:14:00 UTC,Anas crecca,Green-winged Teal,6937 +145773195,2023-01-03,2023-01-03 19:39:06 UTC,Meleagris gallopavo,Wild Turkey,906 +145824305,2023-01-04,2023-01-04 12:57:19 UTC,Passer domesticus,House Sparrow,13858 +145834779,2023-01-02,2023-01-02 19:42:23 UTC,Gavia immer,Common Loon,4626 +145834781,2023-01-02,2023-01-02 20:03:41 UTC,Aythya collaris,Ring-necked Duck,7044 +145834786,2023-01-02,2023-01-02 20:07:35 UTC,Podiceps auritus,Horned Grebe,4209 +145834791,2023-01-02,2023-01-02 20:21:42 UTC,Aythya americana,Redhead,7056 +145854559,2023-01-04,2023-01-04 17:44:00 UTC,Podiceps auritus,Horned Grebe,4209 +145893200,2023-01-05,2023-01-05 13:50:11 UTC,Columba livia domestica,Feral Pigeon,122767 +146094758,2023-01-07,2023-01-07 18:39:00 UTC,Aythya americana,Redhead,7056 +146094760,2023-01-07,2023-01-07 18:39:00 UTC,Aythya collaris,Ring-necked Duck,7044 +146138813,2023-01-08,2023-01-08 15:15:00 UTC,Turdus migratorius,American Robin,12727 +146139038,2023-01-08,2023-01-08 15:18:00 UTC,Aythya collaris,Ring-necked Duck,7044 +146139689,2023-01-08,2023-01-08 15:37:00 UTC,Mergus merganser,Common Merganser,7004 +146140133,2023-01-08,2023-01-08 15:56:00 UTC,Sturnus vulgaris,European Starling,14850 +146140204,2023-01-08,2023-01-08 16:00:00 UTC,Anas platyrhynchos,Mallard,6930 +146140314,2023-01-08,2023-01-08 16:01:00 UTC,Anas platyrhynchos,Mallard,6930 +146140564,2023-01-08,2023-01-08 16:02:00 UTC,Cyanocitta cristata,Blue Jay,8229 +146141244,2023-01-08,2023-01-08 16:27:00 UTC,Bucephala albeola,Bufflehead,6993 +146141571,2023-01-08,2023-01-08 16:22:00 UTC,Aythya collaris,Ring-necked Duck,7044 +146141886,2023-01-08,2023-01-08 15:53:00 UTC,Gavia immer,Common Loon,4626 +146142462,2023-01-08,2023-01-08 16:58:00 UTC,Mergus merganser,Common Merganser,7004 +146142978,2023-01-08,2023-01-08 16:30:00 UTC,Podiceps auritus,Horned Grebe,4209 +146143549,2023-01-08,2023-01-08 16:40:00 UTC,Aythya americana,Redhead,7056 +146144077,2023-01-08,2023-01-08 16:52:00 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +146144340,2023-01-08,2023-01-08 16:53:00 UTC,Cygnus olor,Mute Swan,6921 +146144354,2023-01-08,2023-01-08 19:40:24 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +146144469,2023-01-08,2023-01-08 16:54:00 UTC,Ardea herodias,Great Blue Heron,4956 +146162301,2023-01-08,2023-01-08 15:43:44 UTC,Zenaida macroura,Mourning Dove,3454 +146162305,2023-01-08,2023-01-08 15:40:38 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +146162318,2023-01-08,2023-01-08 15:36:56 UTC,Anas platyrhynchos,Mallard,6930 +146162321,2023-01-08,2023-01-08 15:29:59 UTC,Passer domesticus,House Sparrow,13858 +146162325,2023-01-08,2023-01-08 15:11:16 UTC,Megaceryle alcyon,Belted Kingfisher,2548 +146162335,2023-01-08,2023-01-08 15:04:08 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +146162344,2023-01-08,2023-01-08 16:06:50 UTC,Mimus polyglottos,Northern Mockingbird,14886 +146162351,2023-01-08,2023-01-08 15:54:39 UTC,Cygnus olor,Mute Swan,6921 +146162354,2023-01-08,2023-01-08 15:50:38 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +146162359,2023-01-08,2023-01-08 15:45:33 UTC,Anas crecca,Green-winged Teal,6937 +146220903,2023-01-09,2023-01-09 18:59:22 UTC,Oxyura jamaicensis,Ruddy Duck,850859 +146220955,2023-01-09,2023-01-09 19:00:47 UTC,Aythya americana,Redhead,7056 +146221012,2023-01-09,2023-01-09 19:10:43 UTC,Aythya collaris,Ring-necked Duck,7044 +146222989,2023-01-08,2023-01-08 19:25:00 UTC,Haliaeetus leucocephalus,Bald Eagle,5305 +146222992,2023-01-09,2023-01-09 19:48:32 UTC,Branta canadensis,Canada Goose,7089 +146234888,2023-01-09,2023-01-09 15:06:19 UTC,Junco hyemalis,Dark-eyed Junco,10094 +146234892,2023-01-09,2023-01-09 15:03:07 UTC,Cyanocitta cristata,Blue Jay,8229 +146234897,2023-01-09,2023-01-09 15:02:04 UTC,Mimus polyglottos,Northern Mockingbird,14886 +146234907,2023-01-09,2023-01-09 15:01:47 UTC,Passer domesticus,House Sparrow,13858 +146234908,2023-01-09,2023-01-09 15:00:46 UTC,Passer domesticus,House Sparrow,13858 +146234910,2023-01-09,2023-01-09 14:58:55 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +146238828,2023-01-09,2023-01-09 15:30:28 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +146238837,2023-01-09,2023-01-09 15:27:13 UTC,Haemorhous mexicanus,House Finch,199840 +146238841,2023-01-09,2023-01-09 15:18:52 UTC,Sturnus vulgaris,European Starling,14850 +146238843,2023-01-09,2023-01-09 15:18:11 UTC,Zonotrichia albicollis,White-throated Sparrow,9184 +146238846,2023-01-09,2023-01-09 15:17:36 UTC,Junco hyemalis,Dark-eyed Junco,10094 +146238848,2023-01-09,2023-01-09 15:14:35 UTC,Turdus migratorius,American Robin,12727 +146238850,2023-01-09,2023-01-09 15:09:32 UTC,Melospiza melodia,Song Sparrow,9100 +146265539,2023-01-09,2023-01-09 15:46:55 UTC,Sphyrapicus varius,Yellow-bellied Sapsucker,18463 +146265551,2023-01-09,2023-01-09 15:38:07 UTC,Dryobates pubescens,Downy Woodpecker,792988 +146292021,2023-01-10,2023-01-10 20:44:56 UTC,Turdus migratorius,American Robin,12727 +146294894,2023-01-10,2023-01-10 20:12:44 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +146352503,2023-01-11,2023-01-11 19:28:00 UTC,Passer domesticus,House Sparrow,13858 +146407233,2023-01-12,2023-01-12 16:30:44 UTC,Passer domesticus,House Sparrow,13858 +146436741,2023-01-12,2023-01-12 12:48:47 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +146481816,2023-01-13,2023-01-13 19:33:29 UTC,Cyanocitta cristata,Blue Jay,8229 +146568980,2023-01-01,2023-01-01 13:34:00 UTC,Buteo jamaicensis borealis,Eastern Red-tailed Hawk,494355 +146569053,2023-01-01,2023-01-01 14:25:08 UTC,Gavia immer,Common Loon,4626 +146712864,2023-01-16,2023-01-16 20:54:55 UTC,Branta canadensis,Canada Goose,7089 +146716140,2023-01-16,2023-01-16 21:37:00 UTC,Passer domesticus,House Sparrow,13858 +146716918,2023-01-16,2023-01-16 20:55:53 UTC,Cygnus olor,Mute Swan,6921 +146735485,2023-01-16,2023-01-16 19:31:39 UTC,Columba livia domestica,Feral Pigeon,122767 +146796479,2023-01-17,2023-01-17 21:16:00 UTC,Aythya americana,Redhead,7056 +147030519,2023-01-21,2023-01-21 15:23:00 UTC,Turdus migratorius,American Robin,12727 +147030520,2023-01-21,2023-01-21 15:23:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +147030522,2023-01-21,2023-01-21 15:23:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +147130309,2023-01-22,2023-01-22 19:12:28 UTC,Passer domesticus,House Sparrow,13858 +147135721,2023-01-22,2023-01-22 20:07:00 UTC,Melospiza melodia,Song Sparrow,9100 +147135723,2023-01-22,2023-01-22 20:07:00 UTC,Cygnus olor,Mute Swan,6921 +147281013,2023-01-24,2023-01-24 18:05:00 UTC,Cygnus olor,Mute Swan,6921 +147324106,2023-01-25,2023-01-25 12:43:00 UTC,Melospiza melodia,Song Sparrow,9100 +147324107,2023-01-25,2023-01-25 12:43:00 UTC,Haliaeetus leucocephalus,Bald Eagle,5305 +147324108,2023-01-25,2023-01-25 12:43:00 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +147338554,2023-01-25,2023-01-25 17:08:20 UTC,Cygnus olor,Mute Swan,6921 +147339354,2023-01-25,2023-01-25 17:48:39 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +147345951,2023-01-25,2023-01-25 20:04:25 UTC,Branta canadensis,Canada Goose,7089 +147478700,2023-01-27,2023-01-27 19:31:08 UTC,Bucephala albeola,Bufflehead,6993 +147606272,2023-01-28,2023-01-28 14:06:54 UTC,Turdus migratorius,American Robin,12727 +147606328,2023-01-28,2023-01-28 14:07:11 UTC,Cyanocitta cristata,Blue Jay,8229 +147632192,2023-01-28,2023-01-28 17:19:19 UTC,Meleagris gallopavo,Wild Turkey,906 +147633114,2023-01-29,2023-01-29 18:37:16 UTC,Cygnus olor,Mute Swan,6921 +147656107,2023-01-29,2023-01-29 20:57:19 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +147696842,2023-01-29,2023-01-29 19:33:07 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +147714986,2023-01-30,2023-01-30 20:17:00 UTC,Oxyura jamaicensis,Ruddy Duck,850859 +147715138,2023-01-30,2023-01-30 20:15:00 UTC,Aythya americana,Redhead,7056 +147715720,2023-01-30,2023-01-30 20:52:00 UTC,Gavia immer,Common Loon,4626 +147746716,2023-01-30,2023-01-30 12:41:40 UTC,Meleagris gallopavo,Wild Turkey,906 +147780139,2023-01-30,2023-01-30 20:03:23 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +147780368,2023-01-31,2023-01-31 19:18:39 UTC,Meleagris gallopavo,Wild Turkey,906 +147809757,2023-01-31,2023-01-31 20:16:59 UTC,Accipiter cooperii,Cooper's Hawk,5112 +147837486,2023-02-01,2023-02-01 17:24:34 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +147875827,2023-02-01,2023-02-01 12:43:21 UTC,Meleagris gallopavo,Wild Turkey,906 +147988032,2023-02-03,2023-02-03 18:56:14 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +148321709,2023-02-08,2023-02-08 15:39:21 UTC,Zenaida macroura,Mourning Dove,3454 +148322337,2023-02-08,2023-02-08 15:51:51 UTC,Passer domesticus,House Sparrow,13858 +148328444,2023-02-08,2023-02-08 17:54:00 UTC,Sturnus vulgaris,European Starling,14850 +148333633,2023-02-08,2023-02-08 19:17:33 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +148337656,2023-02-08,2023-02-08 20:29:45 UTC,Meleagris gallopavo,Wild Turkey,906 +148358355,2023-02-08,2023-02-08 13:32:28 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +148361673,2023-02-07,2023-02-07 21:50:30 UTC,Zenaida macroura,Mourning Dove,3454 +148411021,2023-02-09,2023-02-09 22:37:49 UTC,Columba livia,Rock Pigeon,3017 +148445330,2023-02-10,2023-02-10 13:05:28 UTC,Fulica americana,American Coot,473 +148469709,2023-02-10,2023-02-10 20:14:00 UTC,Aythya americana,Redhead,7056 +148469733,2023-02-10,2023-02-10 20:14:00 UTC,Melospiza melodia,Song Sparrow,9100 +148483245,2023-02-10,2023-02-10 18:50:18 UTC,Cyanocitta cristata,Blue Jay,8229 +148483249,2023-02-10,2023-02-10 18:33:43 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148483252,2023-02-10,2023-02-10 18:28:44 UTC,Passer domesticus,House Sparrow,13858 +148483257,2023-02-10,2023-02-10 18:18:41 UTC,Ardea herodias,Great Blue Heron,4956 +148483263,2023-02-10,2023-02-10 12:52:13 UTC,Zenaida macroura,Mourning Dove,3454 +148483379,2023-02-10,2023-02-10 12:47:57 UTC,Melospiza melodia,Song Sparrow,9100 +148483383,2023-02-10,2023-02-10 12:40:33 UTC,Dryobates pubescens,Downy Woodpecker,792988 +148483384,2023-02-10,2023-02-10 12:34:47 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +148483387,2023-02-10,2023-02-10 12:32:28 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +148483396,2023-02-09,2023-02-09 12:32:05 UTC,Cyanocitta cristata,Blue Jay,8229 +148483677,2023-02-09,2023-02-09 12:21:42 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +148483680,2023-02-08,2023-02-08 12:39:57 UTC,Melospiza melodia,Song Sparrow,9100 +148483690,2023-02-08,2023-02-08 12:34:50 UTC,Haemorhous mexicanus,House Finch,199840 +148483691,2023-02-10,2023-02-10 12:40:33 UTC,Dryobates pubescens,Downy Woodpecker,792988 +148483692,2023-02-10,2023-02-10 18:26:42 UTC,Zenaida macroura,Mourning Dove,3454 +148542788,2023-02-10,2023-02-10 20:15:00 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +148542789,2023-02-10,2023-02-10 20:16:00 UTC,Anser anser × Branta canadensis,Greylag × Canada Goose,514057 +148546485,2023-02-11,2023-02-11 20:30:54 UTC,Branta canadensis,Canada Goose,7089 +148550629,2023-02-05,2023-02-05 20:20:03 UTC,Aythya collaris,Ring-necked Duck,7044 +148550665,2023-02-05,2023-02-05 20:26:15 UTC,Bucephala albeola,Bufflehead,6993 +148550693,2023-02-05,2023-02-05 19:58:56 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +148557981,2023-02-11,2023-02-11 21:26:31 UTC,Branta canadensis,Canada Goose,7089 +148572427,2023-02-11,2023-02-11 14:31:00 UTC,Columba livia domestica,Feral Pigeon,122767 +148572428,2023-02-11,2023-02-11 14:31:00 UTC,Anas platyrhynchos,Mallard,6930 +148572430,2023-02-11,2023-02-11 14:31:00 UTC,Cygnus olor,Mute Swan,6921 +148619793,2023-02-12,2023-02-12 15:20:38 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +148620094,2023-02-12,2023-02-12 15:27:06 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +148643608,2023-02-11,2023-02-11 19:00:00 UTC,Meleagris gallopavo silvestris,Eastern Wild Turkey,319123 +148656987,2023-02-12,2023-02-12 19:29:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +148656988,2023-02-12,2023-02-12 19:29:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +148656989,2023-02-12,2023-02-12 19:29:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +148657000,2023-02-12,2023-02-12 19:29:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +148657002,2023-02-12,2023-02-12 19:29:00 UTC,Melospiza melodia,Song Sparrow,9100 +148657003,2023-02-12,2023-02-12 19:29:00 UTC,Passer domesticus,House Sparrow,13858 +148657531,2023-02-12,2023-02-12 19:37:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +148657532,2023-02-12,2023-02-12 19:37:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148657534,2023-02-12,2023-02-12 19:37:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +148657535,2023-02-12,2023-02-12 19:37:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148657538,2023-02-12,2023-02-12 19:37:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +148657541,2023-02-12,2023-02-12 19:37:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148657542,2023-02-12,2023-02-12 19:37:00 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +148657543,2023-02-12,2023-02-12 19:37:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +148657545,2023-02-12,2023-02-12 19:37:00 UTC,Anas platyrhynchos,Mallard,6930 +148663722,2023-02-12,2023-02-12 18:27:27 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +148708397,2023-02-12,2023-02-12 14:02:05 UTC,Cyanocitta cristata,Blue Jay,8229 +148708438,2023-02-12,2023-02-12 14:01:55 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +148712979,2023-02-13,2023-02-13 21:15:00 UTC,Bucephala albeola,Bufflehead,6993 +148713299,2023-02-13,2023-02-13 21:42:00 UTC,Gavia immer,Common Loon,4626 +148725400,2023-02-13,2023-02-13 17:45:00 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +148725402,2023-02-13,2023-02-13 17:45:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +148725403,2023-02-13,2023-02-13 17:45:00 UTC,Cyanocitta cristata,Blue Jay,8229 +148725404,2023-02-13,2023-02-13 17:45:00 UTC,Certhia americana,Brown Creeper,7458 +148725405,2023-02-13,2023-02-13 17:45:00 UTC,Melospiza melodia,Song Sparrow,9100 +148725406,2023-02-13,2023-02-13 17:45:00 UTC,Dryobates villosus,Hairy Woodpecker,792990 +148725486,2023-02-13,2023-02-13 17:49:00 UTC,Colaptes auratus,Northern Flicker,18236 +148732914,2023-02-13,2023-02-13 16:07:19 UTC,Certhia americana,Brown Creeper,7458 +148736491,2023-02-13,2023-02-13 13:39:00 UTC,Meleagris gallopavo,Wild Turkey,906 +148754741,2023-02-14,2023-02-14 12:07:50 UTC,Certhia americana,Brown Creeper,7458 +148826316,2023-02-15,2023-02-15 14:10:36 UTC,Branta canadensis,Canada Goose,7089 +148826503,2023-02-15,2023-02-15 14:12:58 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +148826657,2023-02-15,2023-02-15 14:12:40 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +148912178,2023-02-02,2023-02-02 21:23:37 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +148914600,2023-02-16,2023-02-16 18:39:00 UTC,Sturnus vulgaris,European Starling,14850 +148914602,2023-02-16,2023-02-16 18:39:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +148914604,2023-02-16,2023-02-16 18:39:00 UTC,Turdus migratorius,American Robin,12727 +148914605,2023-02-16,2023-02-16 18:39:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +148914606,2023-02-16,2023-02-16 18:39:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +148914607,2023-02-16,2023-02-16 18:39:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +148914608,2023-02-16,2023-02-16 18:39:00 UTC,Cyanocitta cristata,Blue Jay,8229 +148918979,2023-02-16,2023-02-16 19:48:25 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148975892,2023-02-08,2023-02-08 21:11:14 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148975940,2023-02-08,2023-02-08 21:00:14 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +148975969,2023-02-05,2023-02-05 19:48:58 UTC,Cygnus olor,Mute Swan,6921 +148976133,2023-02-05,2023-02-05 20:12:45 UTC,Mergus merganser,Common Merganser,7004 +148976287,2023-02-02,2023-02-02 21:21:13 UTC,Cygnus olor,Mute Swan,6921 +148976305,2023-02-02,2023-02-02 21:16:19 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +148976350,2023-01-15,2023-01-15 18:44:41 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +148976466,2023-01-15,2023-01-15 17:50:14 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +148990294,2023-02-17,2023-02-17 20:44:31 UTC,Zenaida macroura,Mourning Dove,3454 +149067115,2023-02-18,2023-02-18 19:14:26 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +149071415,2023-02-18,2023-02-18 19:08:00 UTC,Aythya americana,Redhead,7056 +149237723,2023-02-18,2023-02-18 23:53:59 UTC,Anas platyrhynchos,Mallard,6930 +149351695,2023-02-21,2023-02-21 17:21:23 UTC,Passer domesticus,House Sparrow,13858 +149358810,2023-02-21,2023-02-21 20:04:00 UTC,Gavia immer,Common Loon,4626 +149358970,2023-02-21,2023-02-21 19:58:00 UTC,Aythya collaris,Ring-necked Duck,7044 +149488638,2023-02-23,2023-02-23 17:26:09 UTC,Columba livia domestica,Feral Pigeon,122767 +149581893,2023-02-24,2023-02-24 20:22:00 UTC,Aythya marila,Greater Scaup,7047 +149608659,2023-02-24,2023-02-24 14:02:07 UTC,Branta canadensis,Canada Goose,7089 +149628873,2023-02-03,2023-02-03 18:56:26 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +149649810,2023-02-25,2023-02-25 17:32:20 UTC,Meleagris gallopavo,Wild Turkey,906 +149655065,2023-02-24,2023-02-24 14:53:59 UTC,Mergus serrator,Red-breasted Merganser,6996 +149704358,2023-02-25,2023-02-25 18:37:44 UTC,Branta canadensis,Canada Goose,7089 +149704394,2023-02-25,2023-02-25 18:22:06 UTC,Turdus migratorius,American Robin,12727 +149727530,2023-02-25,2023-02-25 15:19:24 UTC,Sturnus vulgaris,European Starling,14850 +149763757,2023-02-26,2023-02-26 21:13:06 UTC,Branta canadensis,Canada Goose,7089 +149781918,2023-02-26,2023-02-26 20:30:27 UTC,Cygnus olor,Mute Swan,6921 +149783345,2023-02-16,2023-02-16 20:54:36 UTC,Gavia immer,Common Loon,4626 +149784251,2023-01-02,2023-01-02 19:58:13 UTC,Podiceps auritus,Horned Grebe,4209 +149833990,2023-02-19,2023-02-19 15:53:53 UTC,Branta canadensis,Canada Goose,7089 +149855530,2023-02-26,2023-02-26 19:13:13 UTC,Columba livia domestica,Feral Pigeon,122767 +150024687,2023-02-18,2023-02-18 22:48:00 UTC,Scolopax minor,American Woodcock,3936 +150030410,2023-03-01,2023-03-01 17:31:23 UTC,Turdus migratorius,American Robin,12727 +150030525,2023-03-01,2023-03-01 17:30:14 UTC,Meleagris gallopavo,Wild Turkey,906 +150100205,2023-03-02,2023-03-02 17:26:39 UTC,Sitta canadensis,Red-breasted Nuthatch,14823 +150171275,2023-03-03,2023-03-03 20:23:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +150171380,2023-03-03,2023-03-03 21:15:00 UTC,Bubo virginianus,Great Horned Owl,20044 +150171664,2023-03-03,2023-03-03 20:26:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +150171767,2023-03-03,2023-03-03 21:47:00 UTC,Melospiza melodia,Song Sparrow,9100 +150171861,2023-03-03,2023-03-03 20:29:00 UTC,Cygnus olor,Mute Swan,6921 +150222319,2023-02-27,2023-02-27 18:49:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +150284866,2023-02-21,2023-02-21 13:48:19 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +150284933,2023-02-22,2023-02-22 13:54:07 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +150285003,2023-02-22,2023-02-22 13:54:36 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +150285056,2023-02-27,2023-02-27 13:43:09 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +150285078,2023-02-27,2023-02-27 13:43:58 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +150308832,2023-03-03,2023-03-03 19:11:00 UTC,Meleagris gallopavo,Wild Turkey,906 +150308833,2023-03-02,2023-03-02 19:24:00 UTC,Turdus migratorius,American Robin,12727 +150308835,2023-03-02,2023-03-02 19:32:00 UTC,Branta canadensis,Canada Goose,7089 +150308836,2023-03-02,2023-03-02 19:32:00 UTC,Branta canadensis,Canada Goose,7089 +150308837,2023-03-03,2023-03-03 14:01:00 UTC,Branta canadensis,Canada Goose,7089 +150308840,2023-03-03,2023-03-03 19:11:00 UTC,Meleagris gallopavo,Wild Turkey,906 +150308841,2023-03-03,2023-03-03 20:16:00 UTC,Meleagris gallopavo,Wild Turkey,906 +150411167,2023-03-06,2023-03-06 15:14:38 UTC,Melospiza melodia,Song Sparrow,9100 +150412714,2023-03-06,2023-03-06 15:37:49 UTC,Branta canadensis,Canada Goose,7089 +150434468,2023-03-06,2023-03-06 12:58:59 UTC,Passer domesticus,House Sparrow,13858 +150440533,2023-03-06,2023-03-06 16:34:06 UTC,Turdus migratorius,American Robin,12727 +150503688,2023-03-07,2023-03-07 14:29:23 UTC,Meleagris gallopavo,Wild Turkey,906 +150505631,2023-03-07,2023-03-07 14:22:23 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +150505759,2023-03-07,2023-03-07 14:22:31 UTC,Anas platyrhynchos,Mallard,6930 +150505919,2023-03-07,2023-03-07 14:22:34 UTC,Branta canadensis,Canada Goose,7089 +150506111,2023-03-07,2023-03-07 14:22:44 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +150518017,2023-03-07,2023-03-07 19:39:52 UTC,Meleagris gallopavo,Wild Turkey,906 +150529285,2023-03-07,2023-03-07 12:46:47 UTC,Falco peregrinus,Peregrine Falcon,4647 +150529290,2023-03-07,2023-03-07 12:31:57 UTC,Accipiter cooperii,Cooper's Hawk,5112 +150538693,2023-03-07,2023-03-07 22:38:04 UTC,Meleagris gallopavo,Wild Turkey,906 +150570412,2023-03-07,2023-03-07 17:41:54 UTC,Columba livia,Rock Pigeon,3017 +150602824,2023-03-08,2023-03-08 21:20:16 UTC,Meleagris gallopavo,Wild Turkey,906 +150650158,2023-03-08,2023-03-08 15:20:00 UTC,Certhia americana,Brown Creeper,7458 +150650402,2023-03-08,2023-03-08 15:23:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +150650572,2023-03-08,2023-03-08 15:10:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +150664308,2023-03-05,2023-03-05 20:31:26 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +150664331,2023-03-05,2023-03-05 20:27:11 UTC,Spinus tristis,American Goldfinch,145310 +150693128,2023-03-05,2023-03-05 17:45:02 UTC,Branta canadensis,Canada Goose,7089 +150711387,2023-03-09,2023-03-09 20:23:50 UTC,Meleagris gallopavo,Wild Turkey,906 +150864136,2023-03-11,2023-03-11 22:35:37 UTC,Branta canadensis,Canada Goose,7089 +150864486,2023-03-11,2023-03-11 22:41:32 UTC,Branta canadensis,Canada Goose,7089 +150938870,2023-03-12,2023-03-12 16:22:03 UTC,Ardea herodias,Great Blue Heron,4956 +150949171,2023-03-12,2023-03-12 17:57:23 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +150988137,2023-03-12,2023-03-12 18:09:20 UTC,Sturnus vulgaris,European Starling,14850 +151032796,2023-03-12,2023-03-12 18:27:33 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +151032816,2023-03-12,2023-03-12 18:08:33 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +151032828,2023-03-12,2023-03-12 16:53:20 UTC,Gavia immer,Common Loon,4626 +151032843,2023-03-12,2023-03-12 16:46:18 UTC,Aythya collaris,Ring-necked Duck,7044 +151065542,2023-03-13,2023-03-13 18:31:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +151065800,2023-03-13,2023-03-13 19:05:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +151065901,2023-03-13,2023-03-13 19:24:00 UTC,Aythya collaris,Ring-necked Duck,7044 +151066027,2023-03-13,2023-03-13 19:25:00 UTC,Aythya collaris,Ring-necked Duck,7044 +151071970,2023-03-12,2023-03-12 22:10:27 UTC,Anas crecca,Green-winged Teal,6937 +151101013,2023-02-26,2023-02-26 21:32:27 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +151255411,2023-03-15,2023-03-15 19:47:00 UTC,Bucephala albeola,Bufflehead,6993 +151255507,2023-03-15,2023-03-15 19:46:00 UTC,Bucephala albeola,Bufflehead,6993 +151255629,2023-03-15,2023-03-15 20:15:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +151320503,2023-03-16,2023-03-16 18:16:02 UTC,Columba livia domestica,Feral Pigeon,122767 +151352236,2023-02-18,2023-02-18 21:07:42 UTC,Passer domesticus,House Sparrow,13858 +151531706,2023-03-18,2023-03-18 21:21:59 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +151534872,2023-03-18,2023-03-18 21:47:31 UTC,Aythya collaris,Ring-necked Duck,7044 +151669865,2023-03-19,2023-03-19 23:14:49 UTC,Scolopax minor,American Woodcock,3936 +151758572,2023-03-19,2023-03-19 04:57:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +151764188,2023-03-20,2023-03-20 21:03:14 UTC,Haemorhous mexicanus,House Finch,199840 +151861109,2023-03-21,2023-03-21 20:18:29 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +151867220,2023-03-18,2023-03-18 20:17:00 UTC,Branta canadensis,Canada Goose,7089 +151876310,2023-03-21,2023-03-21 19:45:42 UTC,Scolopax minor,American Woodcock,3936 +151984699,2023-03-22,2023-03-22 22:37:21 UTC,Meleagris gallopavo,Wild Turkey,906 +152034311,2023-03-22,2023-03-22 21:11:04 UTC,Cyanocitta cristata,Blue Jay,8229 +152070840,2023-03-23,2023-03-23 19:31:00 UTC,Anas crecca,Green-winged Teal,6937 +152150050,2023-03-23,2023-03-23 18:40:00 UTC,Junco hyemalis,Dark-eyed Junco,10094 +152150051,2023-03-23,2023-03-23 18:41:00 UTC,Melospiza melodia,Song Sparrow,9100 +152150052,2023-03-23,2023-03-23 18:46:00 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +152162245,2023-03-24,2023-03-24 15:51:00 UTC,Haemorhous mexicanus,House Finch,199840 +152162246,2023-03-24,2023-03-24 13:27:00 UTC,Passer domesticus,House Sparrow,13858 +152162249,2023-03-24,2023-03-24 14:56:00 UTC,Sturnus vulgaris,European Starling,14850 +152189164,2023-03-24,2023-03-24 22:40:24 UTC,Meleagris gallopavo,Wild Turkey,906 +152275966,2023-03-25,2023-03-25 15:34:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +152276826,2023-03-25,2023-03-25 16:12:00 UTC,Zonotrichia albicollis,White-throated Sparrow,9184 +152319300,2023-03-25,2023-03-25 18:30:10 UTC,Mergus serrator,Red-breasted Merganser,6996 +152319557,2023-03-25,2023-03-25 17:42:43 UTC,Sturnus vulgaris,European Starling,14850 +152358586,2023-03-17,2023-03-17 23:25:00 UTC,Strix varia,Barred Owl,19893 +152359055,2023-03-17,2023-03-17 23:20:00 UTC,Scolopax minor,American Woodcock,3936 +152377060,2023-03-25,2023-03-25 18:04:22 UTC,Turdus migratorius,American Robin,12727 +152648181,2023-03-28,2023-03-28 18:16:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +152770100,2023-03-29,2023-03-29 21:34:21 UTC,Mimus polyglottos,Northern Mockingbird,14886 +152770756,2023-03-27,2023-03-27 08:41:00 UTC,Ardea herodias,Great Blue Heron,4956 +152820613,2023-03-29,2023-03-29 23:58:05 UTC,Anas platyrhynchos,Mallard,6930 +152848052,2023-03-30,2023-03-30 17:31:06 UTC,Accipiter cooperii,Cooper's Hawk,5112 +152872865,2023-03-30,2023-03-30 21:49:54 UTC,Turdus migratorius,American Robin,12727 +152927384,2023-03-31,2023-03-31 13:04:56 UTC,Zenaida macroura,Mourning Dove,3454 +153043958,2023-03-31,2023-03-31 19:31:23 UTC,Branta canadensis,Canada Goose,7089 +153070987,2023-03-21,2023-03-21 14:11:35 UTC,Anas crecca,Green-winged Teal,6937 +153101564,2023-03-31,2023-03-31 19:26:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +153105891,2023-03-31,2023-03-31 19:11:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +153180077,2023-04-01,2023-04-01 20:50:00 UTC,Aythya collaris,Ring-necked Duck,7044 +153180079,2023-04-01,2023-04-01 20:44:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +153252938,2023-04-02,2023-04-02 20:41:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +153275514,2023-04-02,2023-04-02 19:35:11 UTC,Cygnus olor,Mute Swan,6921 +153322218,2023-03-12,2023-03-12 14:03:00 UTC,Branta canadensis,Canada Goose,7089 +153329405,2023-04-03,2023-04-03 13:49:17 UTC,Turdus migratorius,American Robin,12727 +153366071,2023-04-03,2023-04-03 20:30:35 UTC,Certhia americana,Brown Creeper,7458 +153383825,2023-04-03,2023-04-03 23:18:32 UTC,Turdus migratorius,American Robin,12727 +153443109,2023-04-04,2023-04-04 14:01:38 UTC,Passer domesticus,House Sparrow,13858 +153477353,2023-04-04,2023-04-04 19:11:09 UTC,Turdus migratorius,American Robin,12727 +153477400,2023-04-04,2023-04-04 19:11:35 UTC,Turdus migratorius,American Robin,12727 +153500185,2023-04-04,2023-04-04 22:38:55 UTC,Anas platyrhynchos,Mallard,6930 +153624754,2023-04-05,2023-04-05 22:57:10 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +153627117,2023-04-05,2023-04-05 23:29:09 UTC,Accipiter cooperii,Cooper's Hawk,5112 +153628824,2023-04-05,2023-04-05 23:46:29 UTC,Turdus migratorius,American Robin,12727 +153635036,2023-04-05,2023-04-05 16:22:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +153635237,2023-04-05,2023-04-05 16:28:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +153726261,2023-04-06,2023-04-06 19:27:00 UTC,Nycticorax nycticorax,Black-crowned Night Heron,4981 +153726404,2023-04-06,2023-04-06 19:38:00 UTC,Tachycineta bicolor,Tree Swallow,11935 +153726776,2023-04-06,2023-04-06 19:45:00 UTC,Aythya collaris,Ring-necked Duck,7044 +153731125,2023-04-06,2023-04-06 18:18:55 UTC,Turdus migratorius,American Robin,12727 +153731149,2023-04-06,2023-04-06 18:12:24 UTC,Sturnus vulgaris,European Starling,14850 +153749752,2023-04-06,2023-04-06 22:30:10 UTC,Branta canadensis,Canada Goose,7089 +153749800,2023-04-06,2023-04-06 22:30:45 UTC,Branta canadensis,Canada Goose,7089 +153761448,2023-04-03,2023-04-03 16:17:00 UTC,Anas platyrhynchos,Mallard,6930 +153761453,2023-04-03,2023-04-03 16:18:00 UTC,Anas platyrhynchos,Mallard,6930 +153761460,2023-04-03,2023-04-03 16:19:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +153761462,2023-04-04,2023-04-04 15:57:00 UTC,Junco hyemalis,Dark-eyed Junco,10094 +153761463,2023-04-04,2023-04-04 15:48:00 UTC,Turdus migratorius,American Robin,12727 +154004225,2023-04-08,2023-04-08 19:32:00 UTC,Quiscalus quiscula,Common Grackle,9602 +154004227,2023-04-08,2023-04-08 19:32:00 UTC,Colaptes auratus,Northern Flicker,18236 +154009526,2023-04-08,2023-04-08 19:32:30 UTC,Anas platyrhynchos,Mallard,6930 +154013649,2023-04-08,2023-04-08 19:42:00 UTC,Cygnus olor,Mute Swan,6921 +154145293,2023-04-09,2023-04-09 18:47:43 UTC,Cyanocitta cristata,Blue Jay,8229 +154152880,2023-04-09,2023-04-09 18:49:31 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +154190944,2023-04-09,2023-04-09 22:55:43 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +154312283,2023-04-09,2023-04-09 19:35:00 UTC,Cyanocitta cristata,Blue Jay,8229 +154312286,2023-04-09,2023-04-09 19:24:00 UTC,Turdus migratorius,American Robin,12727 +154312299,2023-04-09,2023-04-09 19:19:00 UTC,Cygnus olor,Mute Swan,6921 +154312304,2023-04-09,2023-04-09 19:16:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +154312305,2023-04-09,2023-04-09 19:14:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +154312311,2023-04-09,2023-04-09 19:10:00 UTC,Melospiza melodia,Song Sparrow,9100 +154312316,2023-04-09,2023-04-09 19:05:00 UTC,Cygnus olor,Mute Swan,6921 +154312328,2023-04-09,2023-04-09 19:02:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +154312336,2023-04-09,2023-04-09 18:44:00 UTC,Catharus guttatus,Hermit Thrush,12890 +154312339,2023-04-09,2023-04-09 18:40:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +154312341,2023-04-09,2023-04-09 18:38:00 UTC,Cygnus olor,Mute Swan,6921 +154312356,2023-04-09,2023-04-09 18:59:00 UTC,Anas platyrhynchos,Mallard,6930 +154345138,2023-04-10,2023-04-10 22:48:00 UTC,Melospiza melodia,Song Sparrow,9100 +154352698,2023-04-10,2023-04-10 21:09:28 UTC,Meleagris gallopavo,Wild Turkey,906 +154414987,2023-04-09,2023-04-09 23:35:15 UTC,Bubo virginianus,Great Horned Owl,20044 +154415236,2023-04-02,2023-04-02 22:41:47 UTC,Bubo virginianus,Great Horned Owl,20044 +154429422,2023-04-10,2023-04-10 19:16:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +154470895,2023-04-09,2023-04-09 21:08:18 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +154478344,2023-04-11,2023-04-11 15:01:00 UTC,Turdus migratorius,American Robin,12727 +154480949,2023-04-11,2023-04-11 21:40:15 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +154547242,2023-04-11,2023-04-11 22:55:34 UTC,Turdus migratorius,American Robin,12727 +154578419,2023-01-15,2023-01-15 16:48:18 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +154623950,2023-04-12,2023-04-12 21:03:00 UTC,Catharus guttatus,Hermit Thrush,12890 +154624045,2023-04-12,2023-04-12 21:31:00 UTC,Haemorhous mexicanus,House Finch,199840 +154624195,2023-04-12,2023-04-12 21:32:00 UTC,Turdus migratorius,American Robin,12727 +154624220,2023-04-12,2023-04-12 21:35:00 UTC,Colaptes auratus luteus,Northern Yellow-shafted Flicker,555736 +154652974,2023-04-04,2023-04-04 22:20:07 UTC,Meleagris gallopavo,Wild Turkey,906 +154800770,2023-04-02,2023-04-02 21:55:42 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +154815893,2023-04-07,2023-04-07 20:32:14 UTC,Junco hyemalis,Dark-eyed Junco,10094 +154815947,2023-04-14,2023-04-14 13:02:31 UTC,Spizella passerina,Chipping Sparrow,9135 +154879963,2023-04-14,2023-04-14 21:53:50 UTC,Bubo virginianus,Great Horned Owl,20044 +154888393,2023-04-14,2023-04-14 22:58:01 UTC,Passer domesticus,House Sparrow,13858 +154894834,2023-04-09,2023-04-09 20:30:57 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +155010920,2023-04-15,2023-04-15 16:24:52 UTC,Bubo virginianus,Great Horned Owl,20044 +155011102,2023-04-15,2023-04-15 16:43:04 UTC,Tachycineta bicolor,Tree Swallow,11935 +155011127,2023-04-15,2023-04-15 16:41:09 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +155011194,2023-04-15,2023-04-15 16:45:22 UTC,Dryobates pubescens,Downy Woodpecker,792988 +155062956,2023-04-15,2023-04-15 23:11:59 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +155083591,2023-04-15,2023-04-15 06:06:00 UTC,Tachycineta bicolor,Tree Swallow,11935 +155083820,2023-04-15,2023-04-15 06:38:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +155085541,2023-04-15,2023-04-15 21:17:20 UTC,Sturnus vulgaris,European Starling,14850 +155097765,2023-04-12,2023-04-12 21:11:22 UTC,Scolopax minor,American Woodcock,3936 +155144134,2023-04-16,2023-04-16 13:38:46 UTC,Mimus polyglottos,Northern Mockingbird,14886 +155145112,2023-04-15,2023-04-15 20:55:26 UTC,Bubo virginianus,Great Horned Owl,20044 +155217689,2023-04-16,2023-04-16 20:39:00 UTC,Zenaida macroura,Mourning Dove,3454 +155226125,2023-04-16,2023-04-16 21:04:52 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +155226235,2023-04-16,2023-04-16 21:07:30 UTC,Anas platyrhynchos,Mallard,6930 +155232459,2023-04-16,2023-04-16 21:57:16 UTC,Bubo virginianus,Great Horned Owl,20044 +155249049,2023-04-16,2023-04-16 23:51:30 UTC,Turdus migratorius,American Robin,12727 +155372510,2023-04-17,2023-04-17 19:34:58 UTC,Mimus polyglottos,Northern Mockingbird,14886 +155372644,2023-04-17,2023-04-17 19:37:48 UTC,Colaptes auratus,Northern Flicker,18236 +155382320,2023-04-17,2023-04-17 21:20:01 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +155384619,2023-04-17,2023-04-17 19:07:31 UTC,Branta canadensis,Canada Goose,7089 +155459256,2023-04-18,2023-04-18 12:24:09 UTC,Meleagris gallopavo,Wild Turkey,906 +155603901,2023-04-19,2023-04-19 13:24:54 UTC,Zenaida macroura,Mourning Dove,3454 +155645344,2023-04-11,2023-04-11 18:12:10 UTC,Junco hyemalis,Dark-eyed Junco,10094 +155659074,2023-04-19,2023-04-19 20:35:15 UTC,Columba livia domestica,Feral Pigeon,122767 +155668531,2023-04-19,2023-04-19 22:08:17 UTC,Sturnus vulgaris,European Starling,14850 +155668860,2023-04-19,2023-04-19 22:08:32 UTC,Turdus migratorius,American Robin,12727 +155692822,2023-04-19,2023-04-19 11:59:27 UTC,Turdus migratorius,American Robin,12727 +155785725,2023-04-20,2023-04-20 18:35:26 UTC,Haemorhous mexicanus,House Finch,199840 +155814386,2023-04-20,2023-04-20 22:24:43 UTC,Anas platyrhynchos,Mallard,6930 +155823135,2023-04-20,2023-04-20 20:11:46 UTC,Accipiter cooperii,Cooper's Hawk,5112 +155867318,2023-04-20,2023-04-20 23:32:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156079593,2023-04-19,2023-04-19 15:34:00 UTC,Turdus migratorius,American Robin,12727 +156081118,2023-04-22,2023-04-22 17:15:28 UTC,Turdus migratorius,American Robin,12727 +156132250,2023-04-22,2023-04-22 19:43:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156266418,2023-04-21,2023-04-21 21:30:00 UTC,Branta canadensis,Canada Goose,7089 +156266431,2023-04-21,2023-04-21 21:27:00 UTC,Turdus migratorius,American Robin,12727 +156400562,2023-04-24,2023-04-24 11:46:51 UTC,Meleagris gallopavo,Wild Turkey,906 +156411235,2023-04-24,2023-04-24 13:27:38 UTC,Turdus migratorius,American Robin,12727 +156439339,2023-04-24,2023-04-24 16:43:59 UTC,Columba livia domestica,Feral Pigeon,122767 +156458994,2023-04-19,2023-04-19 15:54:00 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +156458995,2023-04-19,2023-04-19 15:55:00 UTC,Junco hyemalis,Dark-eyed Junco,10094 +156458997,2023-04-19,2023-04-19 15:55:00 UTC,Zenaida macroura,Mourning Dove,3454 +156459000,2023-04-19,2023-04-19 15:57:00 UTC,Meleagris gallopavo,Wild Turkey,906 +156459002,2023-04-19,2023-04-19 15:59:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +156461429,2023-04-24,2023-04-24 18:39:00 UTC,Charadrius vociferus,Killdeer,4793 +156461758,2023-04-24,2023-04-24 18:27:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +156465218,2023-04-24,2023-04-24 19:26:22 UTC,Ardea herodias,Great Blue Heron,4956 +156467470,2023-04-24,2023-04-24 19:29:42 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +156483867,2023-04-24,2023-04-24 18:44:00 UTC,Passer domesticus,House Sparrow,13858 +156484544,2023-04-21,2023-04-21 11:29:54 UTC,Turdus migratorius,American Robin,12727 +156484813,2023-04-21,2023-04-21 11:29:54 UTC,Sturnus vulgaris,European Starling,14850 +156484984,2023-04-06,2023-04-06 20:15:58 UTC,Sturnus vulgaris,European Starling,14850 +156485127,2023-04-24,2023-04-24 20:07:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +156485148,2023-04-06,2023-04-06 20:16:27 UTC,Turdus migratorius,American Robin,12727 +156486621,2023-04-24,2023-04-24 21:29:00 UTC,Turdus migratorius,American Robin,12727 +156514433,2023-04-24,2023-04-24 09:09:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514434,2023-04-24,2023-04-24 08:18:00 UTC,Megaceryle alcyon,Belted Kingfisher,2548 +156514438,2023-04-24,2023-04-24 09:33:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514439,2023-04-24,2023-04-24 09:33:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514441,2023-04-24,2023-04-24 09:56:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514442,2023-04-24,2023-04-24 10:43:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514444,2023-04-24,2023-04-24 10:49:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514445,2023-04-24,2023-04-24 11:06:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156514447,2023-04-24,2023-04-24 11:12:00 UTC,Bubo virginianus,Great Horned Owl,20044 +156517118,2023-04-23,2023-04-23 23:35:39 UTC,Branta canadensis,Canada Goose,7089 +156621501,2023-04-25,2023-04-25 19:03:16 UTC,Turdus migratorius,American Robin,12727 +156734445,2023-04-26,2023-04-26 14:14:02 UTC,Branta canadensis,Canada Goose,7089 +156734732,2023-04-26,2023-04-26 14:18:31 UTC,Branta canadensis,Canada Goose,7089 +156748017,2023-04-26,2023-04-26 15:40:02 UTC,Anas platyrhynchos,Mallard,6930 +156748114,2023-04-26,2023-04-26 15:40:08 UTC,Anas platyrhynchos,Mallard,6930 +156748326,2023-04-26,2023-04-26 15:18:26 UTC,Branta canadensis,Canada Goose,7089 +156750760,2023-04-26,2023-04-26 16:06:12 UTC,Columba livia domestica,Feral Pigeon,122767 +156799137,2023-04-26,2023-04-26 21:47:44 UTC,Passer domesticus,House Sparrow,13858 +156852266,2023-04-26,2023-04-26 21:46:05 UTC,Turdus migratorius,American Robin,12727 +157173287,2023-04-28,2023-04-28 16:03:18 UTC,Columba livia domestica,Feral Pigeon,122767 +157210250,2023-04-28,2023-04-28 17:32:54 UTC,Turdus migratorius,American Robin,12727 +157230385,2023-04-28,2023-04-28 18:24:54 UTC,Meleagris gallopavo,Wild Turkey,906 +157233869,2023-04-28,2023-04-28 18:34:24 UTC,Sturnus vulgaris,European Starling,14850 +157235082,2023-04-28,2023-04-28 18:36:55 UTC,Sturnus vulgaris,European Starling,14850 +157239024,2023-02-12,2023-02-12 21:48:00 UTC,Meleagris gallopavo,Wild Turkey,906 +157240546,2023-04-28,2023-04-28 18:50:25 UTC,Passer domesticus,House Sparrow,13858 +157241650,2023-04-28,2023-04-28 18:54:02 UTC,Columba livia,Rock Pigeon,3017 +157247295,2023-04-28,2023-04-28 12:41:39 UTC,Tachycineta bicolor,Tree Swallow,11935 +157263235,2023-04-28,2023-04-28 16:14:30 UTC,Mimus polyglottos,Northern Mockingbird,14886 +157559237,2023-04-29,2023-04-29 12:57:06 UTC,Turdus migratorius,American Robin,12727 +157597859,2023-04-29,2023-04-29 14:39:48 UTC,Dumetella carolinensis,Gray Catbird,14995 +157700784,2023-04-29,2023-04-29 17:47:41 UTC,Anas platyrhynchos,Mallard,6930 +157751035,2023-04-29,2023-04-29 17:46:00 UTC,Anas platyrhynchos,Mallard,6930 +157751071,2023-04-29,2023-04-29 17:00:00 UTC,Branta canadensis,Canada Goose,7089 +157751120,2023-04-29,2023-04-29 13:59:00 UTC,Turdus migratorius,American Robin,12727 +157751145,2023-04-29,2023-04-29 14:01:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +157751315,2023-04-29,2023-04-29 18:29:00 UTC,Cygnus olor,Mute Swan,6921 +157760999,2023-04-29,2023-04-29 17:37:12 UTC,Columba livia domestica,Feral Pigeon,122767 +157768122,2023-04-29,2023-04-29 20:29:13 UTC,Melospiza melodia,Song Sparrow,9100 +157904508,2023-04-28,2023-04-28 20:30:00 UTC,Spizella passerina,Chipping Sparrow,9135 +157904510,2023-04-28,2023-04-28 20:28:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +158198950,2023-04-28,2023-04-28 21:08:22 UTC,Turdus migratorius,American Robin,12727 +158303891,2023-04-30,2023-04-30 19:24:04 UTC,Meleagris gallopavo,Wild Turkey,906 +158336224,2023-04-30,2023-04-30 21:11:00 UTC,Haemorhous mexicanus,House Finch,199840 +158349565,2023-04-30,2023-04-30 16:35:00 UTC,Cyanocitta cristata,Blue Jay,8229 +158447221,2023-04-30,2023-04-30 19:48:43 UTC,Columba livia,Rock Pigeon,3017 +158609844,2023-05-01,2023-05-01 12:45:47 UTC,Zenaida macroura,Mourning Dove,3454 +158773773,2023-04-29,2023-04-29 16:02:27 UTC,Sturnus vulgaris,European Starling,14850 +158775299,2023-04-29,2023-04-29 16:02:27 UTC,Zenaida macroura,Mourning Dove,3454 +158777200,2023-04-24,2023-04-24 17:42:32 UTC,Columba livia domestica,Feral Pigeon,122767 +158778223,2023-04-24,2023-04-24 16:36:31 UTC,Meleagris gallopavo,Wild Turkey,906 +158779279,2023-04-10,2023-04-10 23:20:49 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +158880482,2023-05-01,2023-05-01 17:43:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +158880537,2023-05-01,2023-05-01 17:44:00 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +158896842,2023-05-01,2023-05-01 22:14:11 UTC,Branta canadensis,Canada Goose,7089 +158993970,2023-04-30,2023-04-30 14:59:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +159158577,2023-05-02,2023-05-02 13:45:58 UTC,Tachycineta bicolor,Tree Swallow,11935 +159285803,2023-05-02,2023-05-02 22:12:53 UTC,Sturnus vulgaris,European Starling,14850 +159313306,2023-05-02,2023-05-02 13:02:02 UTC,Turdus migratorius,American Robin,12727 +159313438,2023-05-02,2023-05-02 13:01:52 UTC,Zenaida macroura,Mourning Dove,3454 +159313600,2023-05-02,2023-05-02 13:02:07 UTC,Sturnus vulgaris,European Starling,14850 +159313714,2023-05-02,2023-05-02 13:02:14 UTC,Turdus migratorius,American Robin,12727 +159316391,2023-05-02,2023-05-02 22:46:01 UTC,Anas platyrhynchos,Mallard,6930 +159438917,2023-05-03,2023-05-03 14:55:09 UTC,Mimus polyglottos,Northern Mockingbird,14886 +159441025,2023-05-03,2023-05-03 15:09:37 UTC,Mimus polyglottos,Northern Mockingbird,14886 +159516900,2023-05-03,2023-05-03 20:57:06 UTC,Meleagris gallopavo,Wild Turkey,906 +159542938,2023-05-03,2023-05-03 23:41:19 UTC,Turdus migratorius,American Robin,12727 +159543844,2023-05-03,2023-05-03 21:16:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +159579419,2023-04-09,2023-04-09 13:31:08 UTC,Meleagris gallopavo,Wild Turkey,906 +159692462,2023-05-04,2023-05-04 17:31:43 UTC,Cyanocitta cristata,Blue Jay,8229 +159723664,2023-05-01,2023-05-01 19:13:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +159723812,2023-05-02,2023-05-02 21:33:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +159726103,2023-05-04,2023-05-04 18:37:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +159816972,2023-05-05,2023-05-05 07:53:05 UTC,Turdus migratorius,American Robin,12727 +159905229,2023-05-05,2023-05-05 16:23:17 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +159931453,2023-05-05,2023-05-05 18:38:30 UTC,Sturnus vulgaris,European Starling,14850 +159967744,2023-05-05,2023-05-05 20:18:00 UTC,Haemorhous mexicanus,House Finch,199840 +159967972,2023-05-05,2023-05-05 20:17:00 UTC,Haemorhous mexicanus,House Finch,199840 +159976995,2023-05-05,2023-05-05 23:58:39 UTC,Haemorhous mexicanus,House Finch,199840 +160048409,2023-05-01,2023-05-01 22:22:00 UTC,Sturnus vulgaris,European Starling,14850 +160104791,2023-05-05,2023-05-05 15:06:25 UTC,Haemorhous mexicanus,House Finch,199840 +160369908,2023-05-01,2023-05-01 18:34:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +160369918,2023-05-01,2023-05-01 18:53:00 UTC,Turdus migratorius,American Robin,12727 +160369950,2023-05-01,2023-05-01 19:32:00 UTC,Cyanocitta cristata,Blue Jay,8229 +160496098,2023-05-01,2023-05-01 20:24:18 UTC,Scolopax minor,American Woodcock,3936 +160496599,2023-05-01,2023-05-01 20:24:18 UTC,Scolopax minor,American Woodcock,3936 +160501865,2023-05-06,2023-05-06 15:41:11 UTC,Sturnus vulgaris,European Starling,14850 +160627518,2023-05-08,2023-05-08 18:03:00 UTC,Setophaga petechia,Yellow Warbler,145238 +160627545,2023-05-08,2023-05-08 18:20:00 UTC,Vireo gilvus,Warbling Vireo,17394 +160631538,2023-05-08,2023-05-08 21:03:41 UTC,Turdus migratorius,American Robin,12727 +160638658,2023-05-07,2023-05-07 15:38:25 UTC,Icterus galbula,Baltimore Oriole,9346 +160638737,2023-05-08,2023-05-08 17:14:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +160650337,2023-05-08,2023-05-08 22:46:43 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +160650415,2023-05-08,2023-05-08 22:44:58 UTC,Quiscalus quiscula,Common Grackle,9602 +160652445,2023-05-08,2023-05-08 22:21:24 UTC,Zonotrichia albicollis,White-throated Sparrow,9184 +160737083,2023-05-08,2023-05-08 18:30:00 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +160737084,2023-05-08,2023-05-08 18:30:00 UTC,Geothlypis trichas,Common Yellowthroat,9721 +160772367,2023-05-09,2023-05-09 17:46:35 UTC,Passer domesticus,House Sparrow,13858 +160814413,2023-05-07,2023-05-07 21:15:32 UTC,Anas platyrhynchos,Mallard,6930 +160814559,2023-05-07,2023-05-07 22:51:24 UTC,Branta canadensis,Canada Goose,7089 +160826250,2023-05-09,2023-05-09 22:52:02 UTC,Branta canadensis,Canada Goose,7089 +160848445,2023-04-06,2023-04-06 21:38:14 UTC,Passer domesticus,House Sparrow,13858 +160851885,2023-05-09,2023-05-09 20:20:00 UTC,Charadrius vociferus,Killdeer,4793 +160993030,2023-05-10,2023-05-10 21:59:13 UTC,Zonotrichia leucophrys,White-crowned Sparrow,9176 +161025058,2023-05-05,2023-05-05 16:06:59 UTC,Anas platyrhynchos,Mallard,6930 +161029227,2023-05-05,2023-05-05 16:06:59 UTC,Turdus migratorius,American Robin,12727 +161029801,2023-05-05,2023-05-05 16:04:45 UTC,Sturnus vulgaris,European Starling,14850 +161029881,2023-05-01,2023-05-01 11:36:46 UTC,Quiscalus quiscula,Common Grackle,9602 +161034750,2023-05-09,2023-05-09 22:52:50 UTC,Turdus migratorius,American Robin,12727 +161145010,2023-05-06,,Bubo virginianus,Great Horned Owl,20044 +161145128,2023-05-06,,Bubo virginianus,Great Horned Owl,20044 +161147304,2023-04-24,2023-04-24 12:24:00 UTC,Meleagris gallopavo,Wild Turkey,906 +161147305,2023-04-24,2023-04-24 15:40:00 UTC,Passer domesticus,House Sparrow,13858 +161147306,2023-04-24,2023-04-24 15:37:00 UTC,Sturnus vulgaris,European Starling,14850 +161147307,2023-04-24,2023-04-24 15:37:00 UTC,Turdus migratorius,American Robin,12727 +161272098,2023-05-12,2023-05-12 18:31:13 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +161321591,2023-05-12,2023-05-13 00:05:29 UTC,Turdus migratorius,American Robin,12727 +161505934,2023-05-13,2023-05-13 18:00:04 UTC,Setophaga caerulescens,Black-throated Blue Warbler,199916 +161630811,2023-05-11,2023-05-11 13:41:13 UTC,Turdus migratorius,American Robin,12727 +161651986,2023-04-28,2023-04-28 18:03:43 UTC,Zonotrichia albicollis,White-throated Sparrow,9184 +161652536,2023-04-28,2023-04-28 18:44:42 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +161652726,2023-04-28,2023-04-28 18:10:38 UTC,Anas platyrhynchos,Mallard,6930 +161665846,2023-05-14,2023-05-14 13:27:37 UTC,Meleagris gallopavo,Wild Turkey,906 +161672115,2023-05-14,2023-05-14 18:25:27 UTC,Zenaida macroura,Mourning Dove,3454 +161725486,2023-05-14,2023-05-14 22:41:30 UTC,Seiurus aurocapilla,Ovenbird,62550 +161795616,2023-05-15,2023-05-15 13:26:43 UTC,Zenaida macroura,Mourning Dove,3454 +161795986,2023-05-15,2023-05-15 13:29:29 UTC,Passer domesticus,House Sparrow,13858 +161796028,2023-05-15,2023-05-15 13:29:37 UTC,Passer domesticus,House Sparrow,13858 +161800405,2023-05-15,2023-05-15 13:58:28 UTC,Passer domesticus,House Sparrow,13858 +161970456,2023-05-15,2023-05-15 13:58:50 UTC,Passer domesticus,House Sparrow,13858 +161970469,2023-05-15,2023-05-15 14:00:40 UTC,Sturnus vulgaris,European Starling,14850 +161995416,2023-05-16,2023-05-16 16:37:41 UTC,Sturnus vulgaris,European Starling,14850 +162000497,2023-05-16,2023-05-16 16:43:46 UTC,Dumetella carolinensis,Gray Catbird,14995 +162060097,2023-05-13,2023-05-13 07:26:00 UTC,Icterus galbula,Baltimore Oriole,9346 +162060239,2023-05-13,2023-05-13 08:07:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +162226837,2023-05-17,2023-05-17 23:46:47 UTC,Zenaida macroura,Mourning Dove,3454 +162364397,2023-05-18,2023-05-18 20:12:31 UTC,Dumetella carolinensis,Gray Catbird,14995 +162365069,2023-05-18,2023-05-18 20:17:12 UTC,Columba livia domestica,Feral Pigeon,122767 +162365900,2023-05-18,2023-05-18 20:22:53 UTC,Passer domesticus,House Sparrow,13858 +162503728,2023-05-18,2023-05-18 16:47:41 UTC,Quiscalus quiscula,Common Grackle,9602 +162507536,2023-05-19,2023-05-19 16:55:34 UTC,Columba livia domestica,Feral Pigeon,122767 +162527026,2023-05-18,2023-05-18 22:17:00 UTC,Bubo virginianus,Great Horned Owl,20044 +162646734,2023-05-19,2023-05-19 22:02:00 UTC,Bubo virginianus,Great Horned Owl,20044 +162693143,2023-05-15,2023-05-15 17:46:00 UTC,Molothrus ater,Brown-headed Cowbird,10373 +162986167,2023-05-21,2023-05-21 21:00:17 UTC,Turdus migratorius,American Robin,12727 +163002247,2023-05-18,2023-05-18 22:18:00 UTC,Bubo virginianus,Great Horned Owl,20044 +163003188,2023-05-21,2023-05-21 22:08:36 UTC,Passer domesticus,House Sparrow,13858 +163124206,2023-05-15,2023-05-15 19:06:46 UTC,Meleagris gallopavo,Wild Turkey,906 +163143737,2023-05-18,2023-05-18 15:52:16 UTC,Setophaga petechia,Yellow Warbler,145238 +163338935,2023-05-23,2023-05-23 17:12:45 UTC,Turdus migratorius,American Robin,12727 +163386893,2023-05-23,2023-05-23 22:05:09 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +163403993,2023-05-23,2023-05-24 00:06:55 UTC,Mimus polyglottos,Northern Mockingbird,14886 +163529507,2023-05-24,2023-05-24 19:10:18 UTC,Sturnus vulgaris,European Starling,14850 +163840309,2023-05-25,2023-05-25 17:39:53 UTC,Passer domesticus,House Sparrow,13858 +163840418,2023-05-25,2023-05-25 17:39:44 UTC,Passer domesticus,House Sparrow,13858 +163841353,2023-05-26,2023-05-26 17:10:07 UTC,Sturnus vulgaris,European Starling,14850 +163849966,2023-05-26,2023-05-26 16:42:00 UTC,Sturnus vulgaris,European Starling,14850 +163912225,2023-05-26,2023-05-26 22:14:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +164100579,2023-05-27,2023-05-27 20:05:09 UTC,Quiscalus quiscula,Common Grackle,9602 +164100740,2023-05-27,2023-05-27 20:13:33 UTC,Turdus migratorius,American Robin,12727 +164102447,2023-05-27,2023-05-27 22:08:07 UTC,Colaptes auratus,Northern Flicker,18236 +164423764,2023-05-28,2023-05-28 14:05:00 UTC,Zenaida macroura,Mourning Dove,3454 +164423770,2023-05-28,2023-05-28 14:55:00 UTC,Branta canadensis,Canada Goose,7089 +164423771,2023-05-28,2023-05-28 14:54:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +164423798,2023-05-28,2023-05-28 14:41:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +164423823,2023-05-28,2023-05-28 14:08:00 UTC,Sturnus vulgaris,European Starling,14850 +164423856,2023-05-28,2023-05-28 14:05:00 UTC,Molothrus ater,Brown-headed Cowbird,10373 +164423861,2023-05-28,2023-05-28 14:03:00 UTC,Spinus tristis,American Goldfinch,145310 +164424011,2023-05-28,2023-05-28 15:53:00 UTC,Meleagris gallopavo,Wild Turkey,906 +164449196,2023-05-29,2023-05-29 16:11:45 UTC,Sturnus vulgaris,European Starling,14850 +164555358,2023-05-29,2023-05-29 16:31:51 UTC,Zenaida macroura,Mourning Dove,3454 +164555483,2023-05-29,2023-05-29 19:39:01 UTC,Turdus migratorius,American Robin,12727 +164711680,2023-05-30,2023-05-30 22:34:55 UTC,Anas platyrhynchos,Mallard,6930 +164743331,2023-05-30,2023-05-30 18:43:07 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +164853492,2023-05-31,2023-05-31 19:02:24 UTC,Quiscalus quiscula,Common Grackle,9602 +165005080,2023-06-01,2023-06-01 17:19:09 UTC,Ardea herodias,Great Blue Heron,4956 +165057754,2023-06-01,2023-06-01 20:20:11 UTC,Ardea herodias,Great Blue Heron,4956 +165090620,2023-06-01,2023-06-01 16:25:18 UTC,Turdus migratorius,American Robin,12727 +165138074,2023-06-02,2023-06-02 11:45:00 UTC,Tachycineta bicolor,Tree Swallow,11935 +165330246,2023-06-03,2023-06-03 16:27:28 UTC,Turdus migratorius,American Robin,12727 +165419950,2023-06-03,2023-06-03 15:05:12 UTC,Meleagris gallopavo,Wild Turkey,906 +165514454,2023-06-02,2023-06-02 17:11:42 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +165591241,2023-06-04,2023-06-04 20:38:00 UTC,Passer domesticus,House Sparrow,13858 +165592539,2023-06-04,2023-06-04 20:50:00 UTC,Haemorhous mexicanus,House Finch,199840 +165620888,2023-06-02,2023-06-02 11:57:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +165622349,2023-03-22,2023-03-22 18:28:30 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +165633929,2023-06-04,2023-06-04 20:43:38 UTC,Branta canadensis,Canada Goose,7089 +165782302,2023-06-05,2023-06-05 18:21:00 UTC,Vireo gilvus,Warbling Vireo,17394 +165782311,2023-06-05,2023-06-05 18:35:00 UTC,Troglodytes aedon,House Wren,7562 +165893800,2023-06-06,2023-06-06 13:22:44 UTC,Bombycilla cedrorum,Cedar Waxwing,7428 +165980265,2023-06-06,2023-06-06 05:04:00 UTC,Tachycineta bicolor,Tree Swallow,11935 +165980499,2023-06-06,2023-06-06 05:10:00 UTC,Molothrus ater,Brown-headed Cowbird,10373 +166088466,2023-06-05,2023-06-05 20:26:01 UTC,Turdus migratorius,American Robin,12727 +166121128,2023-05-31,2023-05-31 15:28:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +166125542,2023-06-07,2023-06-07 19:40:21 UTC,Anas platyrhynchos,Mallard,6930 +166264947,2023-06-08,2023-06-08 15:44:27 UTC,Turdus migratorius,American Robin,12727 +166265121,2023-06-08,2023-06-08 15:44:14 UTC,Turdus migratorius,American Robin,12727 +166279558,2023-06-02,2023-06-02 14:28:00 UTC,Turdus migratorius,American Robin,12727 +166287142,2023-06-08,2023-06-08 18:08:25 UTC,Passer domesticus,House Sparrow,13858 +166288304,2023-06-08,2023-06-08 17:48:31 UTC,Bombycilla cedrorum,Cedar Waxwing,7428 +166314103,2023-06-08,2023-06-08 21:30:24 UTC,Passer domesticus domesticus,European house sparrow,544795 +166317329,2023-06-08,2023-06-08 21:57:47 UTC,Turdus migratorius,American Robin,12727 +166331487,2023-06-08,2023-06-08 21:47:10 UTC,Bombycilla cedrorum,Cedar Waxwing,7428 +166459035,2023-06-08,2023-06-08 15:44:10 UTC,Turdus migratorius,American Robin,12727 +166828228,2023-06-11,2023-06-11 16:21:48 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +166838470,2023-06-11,2023-06-11 16:23:55 UTC,Cygnus olor,Mute Swan,6921 +166875297,2023-06-02,2023-06-02 14:32:00 UTC,Tachycineta bicolor,Tree Swallow,11935 +166895296,2023-06-11,2023-06-11 20:56:48 UTC,Meleagris gallopavo,Wild Turkey,906 +166902458,2023-06-11,2023-06-11 20:10:51 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +166917917,2023-06-11,2023-06-11 23:35:56 UTC,Branta canadensis,Canada Goose,7089 +166929098,2023-06-11,2023-06-11 22:53:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +166929099,2023-06-11,2023-06-11 22:53:00 UTC,Passer domesticus,House Sparrow,13858 +166929104,2023-06-11,2023-06-11 22:56:00 UTC,Sturnus vulgaris,European Starling,14850 +166929111,2023-06-11,2023-06-11 23:15:00 UTC,Columba livia domestica,Feral Pigeon,122767 +166929113,2023-06-11,2023-06-11 23:23:00 UTC,Quiscalus quiscula,Common Grackle,9602 +166929115,2023-06-11,2023-06-11 23:24:00 UTC,Turdus migratorius,American Robin,12727 +166929119,2023-06-11,2023-06-11 23:30:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +166929121,2023-06-11,2023-06-11 23:31:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +166929122,2023-06-11,2023-06-11 23:34:00 UTC,Haemorhous mexicanus,House Finch,199840 +166929130,2023-06-11,2023-06-11 23:36:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +166929131,2023-06-11,2023-06-11 23:38:00 UTC,Larus argentatus,Herring Gull,204533 +166940727,2023-06-11,2023-06-11 15:49:05 UTC,Icterus galbula,Baltimore Oriole,9346 +166940817,2023-06-11,2023-06-11 16:25:24 UTC,Tachycineta bicolor,Tree Swallow,11935 +166961945,2023-06-02,2023-06-02 15:37:00 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +167082933,2023-06-12,2023-06-12 15:09:15 UTC,Cygnus olor,Mute Swan,6921 +167085392,2023-06-12,2023-06-12 20:09:21 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +167096845,2023-06-12,2023-06-12 11:48:00 UTC,Passer domesticus,House Sparrow,13858 +167096848,2023-06-12,2023-06-12 11:50:00 UTC,Larus argentatus,Herring Gull,204533 +167096849,2023-06-12,2023-06-12 12:01:00 UTC,Branta canadensis,Canada Goose,7089 +167096850,2023-06-12,2023-06-12 12:02:00 UTC,Quiscalus quiscula,Common Grackle,9602 +167096852,2023-06-12,2023-06-12 12:03:00 UTC,Columba livia,Rock Pigeon,3017 +167096860,2023-06-12,2023-06-12 12:15:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +167096866,2023-06-12,2023-06-12 12:19:00 UTC,Turdus migratorius,American Robin,12727 +167096867,2023-06-12,2023-06-12 12:32:00 UTC,Cyanocitta cristata,Blue Jay,8229 +167111705,2023-06-11,2023-06-11 15:57:00 UTC,Tachycineta bicolor,Tree Swallow,11935 +167175775,2023-06-13,2023-06-13 11:08:00 UTC,Zenaida macroura,Mourning Dove,3454 +167176266,2023-06-13,2023-06-13 10:27:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +167176267,2023-06-13,2023-06-13 10:30:00 UTC,Columba livia domestica,Feral Pigeon,122767 +167176268,2023-06-13,2023-06-13 10:32:00 UTC,Sturnus vulgaris,European Starling,14850 +167176270,2023-06-13,2023-06-13 10:44:00 UTC,Turdus migratorius,American Robin,12727 +167176273,2023-06-13,2023-06-13 11:01:00 UTC,Quiscalus quiscula,Common Grackle,9602 +167176275,2023-06-13,2023-06-13 11:07:00 UTC,Branta canadensis,Canada Goose,7089 +167347620,2023-06-14,2023-06-14 11:48:15 UTC,Zenaida macroura,Mourning Dove,3454 +167383730,2023-06-14,2023-06-14 16:19:57 UTC,Passer domesticus,House Sparrow,13858 +167384502,2023-06-08,2023-06-08 18:22:17 UTC,Sturnus vulgaris,European Starling,14850 +167389685,2023-06-13,2023-06-13 18:45:01 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +167389968,2023-06-13,2023-06-13 18:47:47 UTC,Anas platyrhynchos,Mallard,6930 +167390069,2023-06-13,2023-06-13 18:54:09 UTC,Ardea herodias,Great Blue Heron,4956 +167390391,2023-06-14,2023-06-14 17:00:35 UTC,Accipiter cooperii,Cooper's Hawk,5112 +167414282,2023-06-14,2023-06-14 18:53:22 UTC,Turdus migratorius,American Robin,12727 +167441023,2023-05-28,2023-05-28 04:57:00 UTC,Turdus migratorius,American Robin,12727 +167443113,2023-06-14,2023-06-14 21:47:00 UTC,Larus marinus,Great Black-backed Gull,4368 +167445287,2023-06-14,2023-06-14 22:14:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +167445288,2023-06-14,2023-06-14 21:50:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +167445289,2023-06-14,2023-06-14 21:48:00 UTC,Anas platyrhynchos,Mallard,6930 +167445291,2023-06-14,2023-06-14 21:44:00 UTC,Branta canadensis,Canada Goose,7089 +167445293,2023-06-14,2023-06-14 21:44:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +167445295,2023-06-14,2023-06-14 21:39:00 UTC,Haemorhous mexicanus,House Finch,199840 +167445296,2023-06-14,2023-06-14 21:40:00 UTC,Sturnus vulgaris,European Starling,14850 +167445299,2023-06-14,2023-06-14 21:38:00 UTC,Passer domesticus,House Sparrow,13858 +167445302,2023-06-14,2023-06-14 21:37:00 UTC,Columba livia domestica,Feral Pigeon,122767 +167445303,2023-06-14,2023-06-14 21:37:00 UTC,Turdus migratorius,American Robin,12727 +167445304,2023-06-14,2023-06-14 12:58:00 UTC,Larus argentatus,Herring Gull,204533 +167445309,2023-06-14,2023-06-14 12:49:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +167445316,2023-06-14,2023-06-14 12:47:00 UTC,Turdus migratorius,American Robin,12727 +167445320,2023-06-14,2023-06-14 12:25:00 UTC,Branta canadensis,Canada Goose,7089 +167445328,2023-06-14,2023-06-14 11:23:00 UTC,Columba livia,Rock Pigeon,3017 +167555204,2023-06-15,2023-06-15 16:53:49 UTC,Columba livia domestica,Feral Pigeon,122767 +167601190,2023-06-15,2023-06-15 04:15:00 UTC,Butorides virescens,Green Heron,5020 +167621074,2023-06-15,2023-06-15 23:14:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +167621078,2023-06-15,2023-06-15 23:04:00 UTC,Nycticorax nycticorax,Black-crowned Night Heron,4981 +167621098,2023-06-15,2023-06-15 10:59:00 UTC,Anas platyrhynchos,Mallard,6930 +167621102,2023-06-15,2023-06-15 10:59:00 UTC,Quiscalus quiscula,Common Grackle,9602 +167621103,2023-06-15,2023-06-15 10:57:00 UTC,Turdus migratorius,American Robin,12727 +167621106,2023-06-15,2023-06-15 10:54:00 UTC,Haemorhous mexicanus,House Finch,199840 +167621109,2023-06-15,2023-06-15 10:53:00 UTC,Passer domesticus,House Sparrow,13858 +167621926,2023-06-02,2023-06-02 14:43:00 UTC,Icterus galbula,Baltimore Oriole,9346 +167688874,2023-06-16,2023-06-16 13:03:20 UTC,Zenaida macroura,Mourning Dove,3454 +167717301,2023-06-16,2023-06-16 12:53:31 UTC,Butorides virescens,Green Heron,5020 +167765093,2023-06-16,2023-06-16 16:03:00 UTC,Myiarchus crinitus,Great Crested Flycatcher,16028 +167785097,2023-06-16,2023-06-16 23:03:53 UTC,Sturnus vulgaris,European Starling,14850 +167785756,2023-06-12,2023-06-12 22:43:45 UTC,Branta canadensis,Canada Goose,7089 +167874014,2023-06-17,2023-06-17 13:36:58 UTC,Melospiza melodia,Song Sparrow,9100 +168327275,2023-06-19,2023-06-19 12:57:27 UTC,Icterus galbula,Baltimore Oriole,9346 +168327360,2023-06-19,2023-06-19 14:28:40 UTC,Butorides virescens,Green Heron,5020 +168331762,2023-06-19,2023-06-19 17:27:05 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +168397601,2023-06-19,2023-06-19 22:57:24 UTC,Cygnus olor,Mute Swan,6921 +168397790,2023-06-19,2023-06-19 22:58:48 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +168398284,2023-06-19,2023-06-19 22:58:01 UTC,Anas platyrhynchos,Mallard,6930 +168473949,2023-06-20,2023-06-20 12:32:41 UTC,Sturnus vulgaris,European Starling,14850 +168474008,2023-06-20,2023-06-20 12:34:34 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +168486454,2023-06-18,2023-06-18 14:50:08 UTC,Meleagris gallopavo,Wild Turkey,906 +168685325,2023-06-21,2023-06-21 17:19:17 UTC,Cyanocitta cristata,Blue Jay,8229 +168717535,2023-06-21,2023-06-21 20:18:46 UTC,Dumetella carolinensis,Gray Catbird,14995 +168755701,2023-06-21,2023-06-21 23:00:58 UTC,Meleagris gallopavo,Wild Turkey,906 +169115957,2023-06-23,2023-06-23 16:26:54 UTC,Cyanocitta cristata,Blue Jay,8229 +169213573,2023-06-24,2023-06-24 16:54:00 UTC,Columba livia,Rock Pigeon,3017 +169213610,2023-06-24,2023-06-24 16:54:18 UTC,Anas platyrhynchos,Mallard,6930 +169213781,2023-06-24,2023-06-24 16:54:05 UTC,Passer domesticus,House Sparrow,13858 +169235789,2023-06-23,2023-06-23 20:12:00 UTC,Ardea herodias,Great Blue Heron,4956 +169235791,2023-06-23,2023-06-23 20:01:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +169235796,2023-06-23,2023-06-23 19:53:00 UTC,Aix sponsa,Wood Duck,7107 +169235797,2023-06-23,2023-06-23 19:47:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +169235804,2023-06-23,2023-06-23 19:42:00 UTC,Anas platyrhynchos,Mallard,6930 +169235811,2023-06-23,2023-06-23 18:53:00 UTC,Aix sponsa,Wood Duck,7107 +169235817,2023-06-23,2023-06-23 18:39:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +169235818,2023-06-23,2023-06-23 20:21:00 UTC,Cygnus olor,Mute Swan,6921 +169235825,2023-06-23,2023-06-23 20:05:00 UTC,Turdus migratorius,American Robin,12727 +169235826,2023-06-23,2023-06-23 19:34:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +169244247,2023-06-05,2023-06-05 18:59:57 UTC,Tachycineta bicolor,Tree Swallow,11935 +169285154,2023-06-24,2023-06-24 18:01:01 UTC,Passer domesticus,House Sparrow,13858 +169287131,2023-06-24,2023-06-24 18:16:39 UTC,Turdus migratorius,American Robin,12727 +169723876,2023-06-02,2023-06-02 15:36:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +169873428,2023-06-27,2023-06-27 19:25:00 UTC,Columba livia,Rock Pigeon,3017 +169939907,2023-06-28,2023-06-28 13:40:53 UTC,Falco sparverius,American Kestrel,4665 +169954958,2023-06-02,2023-06-02 14:48:00 UTC,Anas platyrhynchos,Mallard,6930 +170005658,2023-06-28,2023-06-28 19:35:00 UTC,Butorides virescens,Green Heron,5020 +170053785,2023-06-28,2023-06-29 00:07:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +170185026,2023-06-29,2023-06-29 22:01:00 UTC,Falco peregrinus,Peregrine Falcon,4647 +170254191,2023-06-29,2023-06-29 19:22:00 UTC,Butorides virescens,Green Heron,5020 +170521850,2023-07-01,2023-07-01 20:16:00 UTC,Icterus galbula,Baltimore Oriole,9346 +170920442,2023-07-03,2023-07-03 22:12:02 UTC,Cyanocitta cristata,Blue Jay,8229 +171028173,2023-07-04,2023-07-04 12:49:31 UTC,Meleagris gallopavo,Wild Turkey,906 +171122256,2023-07-04,2023-07-04 19:32:28 UTC,Meleagris gallopavo,Wild Turkey,906 +171189192,2023-07-05,2023-07-05 12:02:01 UTC,Mimus polyglottos,Northern Mockingbird,14886 +171317514,2023-07-05,2023-07-05 19:46:00 UTC,Anas platyrhynchos,Mallard,6930 +171317518,2023-07-05,2023-07-05 18:57:00 UTC,Anas platyrhynchos,Mallard,6930 +171317521,2023-07-05,2023-07-05 18:54:00 UTC,Quiscalus quiscula,Common Grackle,9602 +171317530,2023-07-05,2023-07-05 18:31:00 UTC,Aix sponsa,Wood Duck,7107 +171317546,2023-07-05,2023-07-05 18:14:00 UTC,Branta canadensis,Canada Goose,7089 +171317547,2023-07-05,2023-07-05 18:12:00 UTC,Branta canadensis,Canada Goose,7089 +171416253,2023-07-06,2023-07-06 17:36:48 UTC,Passer domesticus,House Sparrow,13858 +171434479,2023-06-19,2023-06-19 16:35:02 UTC,Passer domesticus,House Sparrow,13858 +171638837,2023-07-07,2023-07-07 13:43:25 UTC,Cyanocitta cristata,Blue Jay,8229 +171992972,2023-07-09,2023-07-09 17:31:22 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +172094847,2023-07-03,2023-07-03 14:20:23 UTC,Spinus tristis,American Goldfinch,145310 +172143512,2023-07-10,2023-07-10 12:28:41 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +172164822,2023-06-06,2023-06-06 20:00:27 UTC,Branta canadensis,Canada Goose,7089 +172185885,2023-07-04,2023-07-04 18:42:40 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +172186091,2023-07-04,2023-07-04 18:42:21 UTC,Cyanocitta cristata,Blue Jay,8229 +172226742,2023-07-10,2023-07-10 21:01:10 UTC,Quiscalus quiscula,Common Grackle,9602 +172226847,2023-07-08,2023-07-08 21:37:13 UTC,Meleagris gallopavo,Wild Turkey,906 +172344019,2023-06-06,2023-06-06 18:14:42 UTC,Turdus migratorius,American Robin,12727 +172374113,2023-07-11,2023-07-11 18:09:38 UTC,Cyanocitta cristata,Blue Jay,8229 +172648813,2023-07-13,2023-07-13 09:34:16 UTC,Columba livia,Rock Pigeon,3017 +172754526,2023-07-10,2023-07-10 12:08:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +172754533,2023-07-10,2023-07-10 12:50:00 UTC,Melospiza melodia,Song Sparrow,9100 +172754534,2023-07-10,2023-07-10 13:22:00 UTC,Quiscalus quiscula,Common Grackle,9602 +172754535,2023-07-10,2023-07-10 13:30:00 UTC,Aix sponsa,Wood Duck,7107 +172754537,2023-07-10,2023-07-10 13:42:00 UTC,Spinus tristis,American Goldfinch,145310 +172879828,2023-07-14,2023-07-14 16:59:00 UTC,Butorides virescens,Green Heron,5020 +172899782,2023-07-14,2023-07-14 20:12:58 UTC,Mimus polyglottos,Northern Mockingbird,14886 +173021078,2023-07-12,2023-07-12 21:41:00 UTC,Anas rubripes,American Black Duck,6924 +173021080,2023-07-12,2023-07-12 21:41:00 UTC,Anas platyrhynchos,Mallard,6930 +173021104,2023-07-12,2023-07-12 22:29:00 UTC,Zenaida macroura,Mourning Dove,3454 +173021127,2023-07-12,2023-07-12 22:58:00 UTC,Butorides virescens,Green Heron,5020 +173021129,2023-07-12,2023-07-12 23:03:00 UTC,Ardea herodias,Great Blue Heron,4956 +173021176,2023-07-12,2023-07-13 00:21:00 UTC,Branta canadensis,Canada Goose,7089 +173036394,2023-07-15,2023-07-15 16:10:02 UTC,Cyanocitta cristata,Blue Jay,8229 +173125333,2023-07-14,2023-07-14 19:27:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +173125358,2023-07-14,2023-07-14 20:44:00 UTC,Pandion haliaetus,Osprey,116999 +173125361,2023-07-14,2023-07-14 21:01:00 UTC,Turdus migratorius,American Robin,12727 +173125363,2023-07-14,2023-07-14 21:20:00 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +173125365,2023-07-14,2023-07-14 21:41:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +173125368,2023-07-14,2023-07-14 21:44:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +173125374,2023-07-14,2023-07-14 22:19:00 UTC,Ardea herodias,Great Blue Heron,4956 +173125377,2023-07-14,2023-07-14 21:26:00 UTC,Ardea herodias,Great Blue Heron,4956 +173125380,2023-07-14,2023-07-14 22:41:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +173125382,2023-07-14,2023-07-14 22:32:00 UTC,Butorides virescens,Green Heron,5020 +173222740,2023-07-14,2023-07-14 17:28:03 UTC,Passer domesticus,House Sparrow,13858 +173223906,2023-07-14,2023-07-14 17:18:46 UTC,Turdus migratorius,American Robin,12727 +173754804,2023-07-19,2023-07-19 12:38:25 UTC,Cygnus olor,Mute Swan,6921 +173922732,2023-07-20,2023-07-20 12:29:52 UTC,Passer domesticus,House Sparrow,13858 +173957219,2023-07-20,2023-07-20 12:45:28 UTC,Turdus migratorius,American Robin,12727 +173995336,2023-03-12,2023-03-12 15:04:04 UTC,Mimus polyglottos,Northern Mockingbird,14886 +174357393,2023-07-22,2023-07-22 16:37:26 UTC,Ardea herodias,Great Blue Heron,4956 +174605549,2023-07-23,2023-07-23 17:41:59 UTC,Passer domesticus,House Sparrow,13858 +174605626,2023-07-23,2023-07-23 22:56:06 UTC,Meleagris gallopavo,Wild Turkey,906 +174764776,2023-07-24,2023-07-24 18:58:08 UTC,Turdus migratorius,American Robin,12727 +174782367,2023-07-24,2023-07-24 12:17:00 UTC,Haemorhous mexicanus,House Finch,199840 +174783114,2023-07-24,2023-07-24 20:52:09 UTC,Cyanocitta cristata,Blue Jay,8229 +174909757,2023-07-25,2023-07-25 18:45:10 UTC,Meleagris gallopavo,Wild Turkey,906 +174966155,2023-07-15,2023-07-15 17:01:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +174966156,2023-07-15,2023-07-15 17:15:00 UTC,Melospiza melodia,Song Sparrow,9100 +174966158,2023-07-15,2023-07-15 17:39:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +174966159,2023-07-15,2023-07-15 18:19:00 UTC,Passer domesticus,House Sparrow,13858 +174966161,2023-07-15,2023-07-15 17:46:00 UTC,Ardea herodias,Great Blue Heron,4956 +175076787,2023-07-26,2023-07-26 17:50:07 UTC,Turdus migratorius,American Robin,12727 +175116529,2023-07-26,2023-07-26 22:39:43 UTC,Branta canadensis,Canada Goose,7089 +175121163,2023-07-26,2023-07-26 23:16:15 UTC,Cygnus olor,Mute Swan,6921 +175281372,2023-07-27,2023-07-27 21:20:20 UTC,Turdus migratorius,American Robin,12727 +175589697,2023-07-29,2023-07-29 18:48:11 UTC,Colaptes auratus,Northern Flicker,18236 +175638812,2023-07-28,2023-07-28 17:45:37 UTC,Cyanocitta cristata,Blue Jay,8229 +175760231,2023-07-30,2023-07-30 15:45:16 UTC,Cyanocitta cristata,Blue Jay,8229 +175811207,2023-07-30,2023-07-30 19:54:02 UTC,Branta canadensis,Canada Goose,7089 +175938516,2023-07-31,2023-07-31 14:46:25 UTC,Larus argentatus,Herring Gull,204533 +176204125,2023-08-01,2023-08-01 21:44:32 UTC,Sturnus vulgaris,European Starling,14850 +176204172,2023-08-01,2023-08-01 21:33:18 UTC,Turdus migratorius,American Robin,12727 +176303807,2023-08-02,2023-08-02 17:07:11 UTC,Turdus migratorius,American Robin,12727 +176303867,2023-08-02,2023-08-02 16:42:22 UTC,Sturnus vulgaris,European Starling,14850 +176314809,2023-07-10,2023-07-10 14:33:41 UTC,Falco peregrinus,Peregrine Falcon,4647 +176314970,2023-07-04,2023-07-04 22:10:00 UTC,Falco peregrinus,Peregrine Falcon,4647 +176337466,2023-08-02,2023-08-02 20:37:58 UTC,Meleagris gallopavo,Wild Turkey,906 +176352060,2023-08-02,2023-08-02 22:42:43 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +176358313,2023-08-02,2023-08-02 22:41:46 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +176358323,2023-08-02,2023-08-02 22:36:51 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +176359100,2023-08-02,2023-08-02 22:36:25 UTC,Dryobates pubescens,Downy Woodpecker,792988 +176359145,2023-08-02,2023-08-02 22:35:03 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +176359198,2023-08-02,2023-08-02 22:34:27 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +176359223,2023-08-02,2023-08-02 22:23:53 UTC,Dumetella carolinensis,Gray Catbird,14995 +176359253,2023-08-02,2023-08-02 22:20:22 UTC,Dumetella carolinensis,Gray Catbird,14995 +176359281,2023-08-02,2023-08-02 22:18:45 UTC,Cyanocitta cristata,Blue Jay,8229 +176359290,2023-08-02,2023-08-02 22:18:23 UTC,Dumetella carolinensis,Gray Catbird,14995 +176359303,2023-08-02,2023-08-02 22:14:08 UTC,Turdus migratorius,American Robin,12727 +176457749,2023-08-03,2023-08-03 16:39:19 UTC,Passer domesticus,House Sparrow,13858 +176594398,2023-08-03,2023-08-03 13:48:00 UTC,Columba livia domestica,Feral Pigeon,122767 +176669379,2023-07-08,2023-07-08 12:11:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +176669385,2023-07-08,2023-07-08 12:06:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +176669387,2023-07-08,2023-07-08 12:02:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +176669410,2023-07-08,2023-07-08 11:14:00 UTC,Melospiza melodia,Song Sparrow,9100 +176670509,2023-07-08,2023-07-08 17:43:00 UTC,Branta canadensis,Canada Goose,7089 +176687788,2023-07-31,2023-07-31 21:59:00 UTC,Colaptes auratus,Northern Flicker,18236 +176687789,2023-07-31,2023-07-31 22:07:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +176687794,2023-07-31,2023-07-31 22:13:00 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +176687797,2023-07-31,2023-07-31 22:19:00 UTC,Cyanocitta cristata,Blue Jay,8229 +176687832,2023-07-31,2023-07-31 23:03:00 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +176687897,2023-07-31,2023-08-01 00:24:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +176810252,2023-08-05,2023-08-05 17:47:45 UTC,Passer domesticus,House Sparrow,13858 +177033650,2023-08-06,2023-08-06 19:53:45 UTC,Spinus tristis,American Goldfinch,145310 +177036560,2023-08-06,2023-08-06 19:54:23 UTC,Spizella passerina,Chipping Sparrow,9135 +177036889,2023-08-06,2023-08-06 20:09:46 UTC,Sturnus vulgaris,European Starling,14850 +177053132,2023-08-06,2023-08-06 19:26:05 UTC,Passer domesticus,House Sparrow,13858 +177055559,2023-08-06,2023-08-06 19:12:43 UTC,Sturnus vulgaris,European Starling,14850 +177107672,2023-07-22,2023-07-22 14:20:59 UTC,Anas platyrhynchos,Mallard,6930 +177107733,2023-07-22,2023-07-22 14:28:31 UTC,Ardea herodias,Great Blue Heron,4956 +177169056,2023-08-07,2023-08-07 14:19:28 UTC,Archilochus colubris,Ruby-throated Hummingbird,6432 +177242491,2023-08-06,2023-08-06 22:57:00 UTC,Zenaida macroura,Mourning Dove,3454 +177410392,2023-08-08,2023-08-08 21:12:49 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +177589777,2023-07-21,2023-07-21 20:05:00 UTC,Cyanocitta cristata,Blue Jay,8229 +177890317,2023-08-11,2023-08-11 19:29:39 UTC,Cygnus olor,Mute Swan,6921 +178053785,2023-08-11,2023-08-11 12:28:00 UTC,Meleagris gallopavo,Wild Turkey,906 +178060589,2023-08-12,2023-08-12 17:50:32 UTC,Meleagris gallopavo,Wild Turkey,906 +178060691,2023-08-12,2023-08-12 16:52:40 UTC,Passer domesticus,House Sparrow,13858 +178115125,2023-08-12,2023-08-12 22:53:45 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +178115161,2023-08-12,2023-08-12 23:09:33 UTC,Anas platyrhynchos,Mallard,6930 +178115207,2023-08-12,2023-08-12 23:14:09 UTC,Bombycilla cedrorum,Cedar Waxwing,7428 +178115228,2023-08-12,2023-08-12 23:14:18 UTC,Zenaida macroura,Mourning Dove,3454 +178115263,2023-08-12,2023-08-12 23:14:39 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +178230990,2023-07-19,2023-07-19 22:26:27 UTC,Turdus migratorius,American Robin,12727 +178274632,2023-08-13,2023-08-13 22:32:34 UTC,Meleagris gallopavo,Wild Turkey,906 +178295183,2023-08-13,2023-08-13 22:32:40 UTC,Meleagris gallopavo,Wild Turkey,906 +178449269,2023-08-14,2023-08-14 14:57:00 UTC,Branta canadensis,Canada Goose,7089 +178449272,2023-08-14,2023-08-14 15:01:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +178449277,2023-08-14,2023-08-14 15:11:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +178449296,2023-08-14,2023-08-14 15:40:00 UTC,Passer domesticus,House Sparrow,13858 +178449301,2023-08-14,2023-08-14 15:55:00 UTC,Columba livia domestica,Feral Pigeon,122767 +178449305,2023-08-14,2023-08-14 16:53:00 UTC,Branta canadensis,Canada Goose,7089 +178449309,2023-08-14,2023-08-14 16:54:00 UTC,Anas platyrhynchos,Mallard,6930 +178449310,2023-08-14,2023-08-14 16:54:00 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +178449311,2023-08-14,2023-08-14 16:55:00 UTC,Branta canadensis,Canada Goose,7089 +178623975,2023-08-12,2023-08-12 17:50:32 UTC,Meleagris gallopavo,Wild Turkey,906 +178782273,2023-08-16,2023-08-16 12:45:17 UTC,Anas platyrhynchos,Mallard,6930 +178783684,2023-08-16,2023-08-16 12:48:38 UTC,Columba livia domestica,Feral Pigeon,122767 +178874235,2023-08-07,2023-08-07 14:18:46 UTC,Archilochus colubris,Ruby-throated Hummingbird,6432 +178974774,2023-08-17,2023-08-17 21:44:02 UTC,Spinus tristis,American Goldfinch,145310 +178974948,2023-08-17,2023-08-17 20:37:32 UTC,Passer domesticus,House Sparrow,13858 +179003631,2023-08-17,2023-08-17 19:53:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +179003633,2023-08-17,2023-08-17 19:39:00 UTC,Actitis macularius,Spotted Sandpiper,72458 +179003636,2023-08-17,2023-08-17 19:28:00 UTC,Spinus tristis,American Goldfinch,145310 +179003638,2023-08-17,2023-08-17 19:07:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +179003639,2023-08-17,2023-08-17 19:07:00 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +179003640,2023-08-17,2023-08-17 19:06:00 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +179003641,2023-08-17,2023-08-17 19:02:00 UTC,Ardea herodias,Great Blue Heron,4956 +179191878,2023-08-19,2023-08-19 17:59:53 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +179410678,2023-08-20,2023-08-20 18:03:00 UTC,Spinus tristis,American Goldfinch,145310 +179410681,2023-08-20,2023-08-20 18:00:00 UTC,Archilochus colubris,Ruby-throated Hummingbird,6432 +179410682,2023-08-20,2023-08-20 17:51:00 UTC,Spinus tristis,American Goldfinch,145310 +179410688,2023-08-20,2023-08-20 17:48:00 UTC,Spinus tristis,American Goldfinch,145310 +179410693,2023-08-20,2023-08-20 17:23:00 UTC,Butorides virescens,Green Heron,5020 +179410705,2023-08-20,2023-08-20 17:21:00 UTC,Megaceryle alcyon,Belted Kingfisher,2548 +179410719,2023-08-20,2023-08-20 17:06:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +179410720,2023-08-20,2023-08-20 17:02:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +179410728,2023-08-20,2023-08-20 17:00:00 UTC,Tyrannus tyrannus,Eastern Kingbird,16782 +179410733,2023-08-20,2023-08-20 16:37:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +179435203,2023-08-20,2023-08-20 22:51:55 UTC,Branta canadensis,Canada Goose,7089 +179449367,2023-08-20,2023-08-20 17:36:45 UTC,Chaetura pelagica,Chimney Swift,6571 +179533933,2023-08-21,2023-08-21 12:59:00 UTC,Actitis macularius,Spotted Sandpiper,72458 +179563217,2023-08-21,2023-08-21 13:49:08 UTC,Spinus tristis,American Goldfinch,145310 +179565643,2023-08-21,2023-08-21 13:53:27 UTC,Spinus tristis,American Goldfinch,145310 +179719867,2023-08-22,2023-08-22 18:04:00 UTC,Sayornis phoebe,Eastern Phoebe,17008 +179721091,2023-08-22,2023-08-22 18:38:00 UTC,Butorides virescens,Green Heron,5020 +179806068,2023-08-23,2023-08-23 10:32:33 UTC,Zenaida macroura,Mourning Dove,3454 +179921411,2023-08-23,2023-08-23 22:42:14 UTC,Buteo jamaicensis borealis,Eastern Red-tailed Hawk,494355 +180032208,2023-08-24,2023-08-24 21:17:42 UTC,Cygnus olor,Mute Swan,6921 +180054635,2023-08-24,2023-08-24 20:30:59 UTC,Columba livia domestica,Feral Pigeon,122767 +180456471,2023-08-27,2023-08-27 15:39:35 UTC,Icterus galbula,Baltimore Oriole,9346 +180493342,2023-08-27,2023-08-27 16:51:38 UTC,Ardea herodias,Great Blue Heron,4956 +180846790,2023-08-29,2023-08-29 21:50:18 UTC,Chondestes grammacus,Lark Sparrow,10479 +180871240,2023-08-29,2023-08-29 20:24:12 UTC,Accipiter cooperii,Cooper's Hawk,5112 +180937564,2023-08-30,2023-08-30 11:25:48 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +181133251,2023-08-31,2023-08-31 21:37:27 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +181437825,2023-09-02,2023-09-02 18:44:27 UTC,Falco peregrinus,Peregrine Falcon,4647 +181797640,2023-09-04,,Nannopterum auritum,Double-crested Cormorant,1454382 +181890356,2023-04-29,2023-04-29 13:04:37 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +182043731,2023-09-06,2023-09-06 12:16:00 UTC,Columba livia domestica,Feral Pigeon,122767 +182057988,2023-09-06,2023-09-06 15:04:06 UTC,Zenaida macroura,Mourning Dove,3454 +182104607,2023-09-06,2023-09-06 21:21:44 UTC,Setophaga petechia,Yellow Warbler,145238 +182142083,2023-08-20,2023-08-20 20:21:00 UTC,Sturnus vulgaris,European Starling,14850 +182252540,2023-09-07,2023-09-07 23:00:21 UTC,Mimus polyglottos,Northern Mockingbird,14886 +182336417,2023-09-08,2023-09-08 16:11:32 UTC,Spinus tristis,American Goldfinch,145310 +182447020,2023-09-08,2023-09-08 10:44:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +182447021,2023-09-08,2023-09-08 11:06:00 UTC,Ardea herodias,Great Blue Heron,4956 +182447025,2023-09-08,2023-09-08 10:50:00 UTC,Branta canadensis,Canada Goose,7089 +182447026,2023-09-08,2023-09-08 10:24:00 UTC,Passer domesticus,House Sparrow,13858 +182467180,2023-09-09,2023-09-09 14:19:50 UTC,Ardea herodias,Great Blue Heron,4956 +182689310,2023-09-10,2023-09-10 12:07:00 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +182847217,2023-09-11,2023-09-11 14:52:00 UTC,Passer domesticus,House Sparrow,13858 +183202602,2023-06-19,2023-06-19 22:40:00 UTC,Dumetella carolinensis,Gray Catbird,14995 +183240429,2023-09-14,2023-09-14 17:28:29 UTC,Columba livia domestica,Feral Pigeon,122767 +183241526,2023-09-14,2023-09-14 17:36:31 UTC,Passer domesticus,House Sparrow,13858 +183578042,2023-09-15,2023-09-15 22:36:55 UTC,Zenaida macroura,Mourning Dove,3454 +184022840,2023-09-19,2023-09-19 19:43:27 UTC,Branta canadensis,Canada Goose,7089 +184167140,2023-09-20,2023-09-20 16:45:55 UTC,Dryobates pubescens,Downy Woodpecker,792988 +184267600,2023-09-21,2023-09-21 15:17:20 UTC,Columba livia domestica,Feral Pigeon,122767 +184531881,2023-09-23,2023-09-23 14:32:09 UTC,Branta canadensis,Canada Goose,7089 +184532097,2023-09-23,2023-09-23 14:32:28 UTC,Branta canadensis,Canada Goose,7089 +184532100,2023-09-23,2023-09-23 14:31:51 UTC,Branta canadensis,Canada Goose,7089 +184532190,2023-09-23,2023-09-23 14:33:29 UTC,Branta canadensis,Canada Goose,7089 +184532206,2023-09-23,2023-09-23 14:33:52 UTC,Branta canadensis,Canada Goose,7089 +184532209,2023-09-23,2023-09-23 14:33:58 UTC,Branta canadensis,Canada Goose,7089 +184532412,2023-09-23,2023-09-23 14:35:22 UTC,Branta canadensis,Canada Goose,7089 +184532571,2023-09-23,2023-09-23 14:36:42 UTC,Branta canadensis,Canada Goose,7089 +184532649,2023-09-23,2023-09-23 14:36:46 UTC,Branta canadensis,Canada Goose,7089 +184532651,2023-09-23,2023-09-23 14:36:59 UTC,Branta canadensis,Canada Goose,7089 +184532662,2023-09-23,2023-09-23 14:37:08 UTC,Branta canadensis,Canada Goose,7089 +184532816,2023-09-23,2023-09-23 14:38:11 UTC,Branta canadensis,Canada Goose,7089 +184533008,2023-09-23,2023-09-23 14:38:54 UTC,Branta canadensis,Canada Goose,7089 +184533196,2023-09-23,2023-09-23 14:39:53 UTC,Branta canadensis,Canada Goose,7089 +184533340,2023-09-23,2023-09-23 14:40:41 UTC,Branta canadensis,Canada Goose,7089 +184533583,2023-09-23,2023-09-23 14:42:40 UTC,Branta canadensis,Canada Goose,7089 +184533709,2023-09-23,2023-09-23 14:40:00 UTC,Branta canadensis,Canada Goose,7089 +184534052,2023-09-23,2023-09-23 14:43:38 UTC,Branta canadensis,Canada Goose,7089 +184534227,2023-09-23,2023-09-23 14:46:36 UTC,Branta canadensis,Canada Goose,7089 +184535128,2023-09-23,2023-09-23 14:51:43 UTC,Branta canadensis,Canada Goose,7089 +184537386,2023-09-23,2023-09-23 14:34:10 UTC,Branta canadensis,Canada Goose,7089 +184537829,2023-09-23,2023-09-23 14:38:17 UTC,Branta canadensis,Canada Goose,7089 +184545721,2023-09-16,2023-09-16 21:26:30 UTC,Meleagris gallopavo,Wild Turkey,906 +184548907,2023-09-23,2023-09-23 14:51:27 UTC,Branta canadensis,Canada Goose,7089 +184565694,2023-09-23,2023-09-23 18:05:58 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +184583735,2023-09-23,2023-09-23 20:02:57 UTC,Branta canadensis,Canada Goose,7089 +184585702,2023-09-23,2023-09-23 20:15:55 UTC,Branta canadensis,Canada Goose,7089 +184585730,2023-09-23,2023-09-23 20:15:59 UTC,Branta canadensis,Canada Goose,7089 +184703684,2023-09-24,2023-09-24 15:10:00 UTC,Branta canadensis,Canada Goose,7089 +184735591,2023-09-24,2023-09-24 18:12:15 UTC,Branta canadensis,Canada Goose,7089 +184752945,2023-09-16,2023-09-16 13:37:06 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +184905944,2023-09-25,2023-09-25 19:13:09 UTC,Turdus migratorius,American Robin,12727 +184908314,2023-09-25,2023-09-25 19:01:00 UTC,Aix sponsa,Wood Duck,7107 +184908494,2023-09-25,2023-09-25 19:00:00 UTC,Aix sponsa,Wood Duck,7107 +184959180,2023-09-25,2023-09-25 19:31:15 UTC,Passer domesticus,House Sparrow,13858 +185009489,2023-09-23,2023-09-23 20:32:24 UTC,Meleagris gallopavo,Wild Turkey,906 +185066588,2023-09-26,2023-09-26 21:56:34 UTC,Meleagris gallopavo,Wild Turkey,906 +185099987,2023-09-26,2023-09-26 21:50:31 UTC,Branta canadensis,Canada Goose,7089 +185129810,2023-09-27,2023-09-27 11:59:46 UTC,Passer domesticus,House Sparrow,13858 +185132097,2023-09-27,2023-09-27 12:35:52 UTC,Branta canadensis,Canada Goose,7089 +185190455,2023-09-27,2023-09-27 19:17:01 UTC,Branta canadensis,Canada Goose,7089 +185208988,2023-09-27,2023-09-27 22:14:10 UTC,Branta canadensis,Canada Goose,7089 +185289332,2023-09-28,2023-09-28 15:30:01 UTC,Branta canadensis,Canada Goose,7089 +185293377,2023-09-28,2023-09-28 15:56:11 UTC,Meleagris gallopavo,Wild Turkey,906 +185317316,2023-09-28,2023-09-28 18:12:00 UTC,Branta canadensis,Canada Goose,7089 +185344496,2023-09-28,2023-09-28 22:03:40 UTC,Meleagris gallopavo,Wild Turkey,906 +185351310,2023-09-28,2023-09-28 13:04:41 UTC,Branta canadensis,Canada Goose,7089 +185413649,2023-09-29,2023-09-29 13:08:32 UTC,Branta canadensis,Canada Goose,7089 +185416847,2023-09-29,2023-09-29 13:33:51 UTC,Branta canadensis,Canada Goose,7089 +185592959,2023-09-30,2023-09-30 16:48:11 UTC,Geothlypis trichas,Common Yellowthroat,9721 +185594351,2023-09-30,2023-09-30 16:50:13 UTC,Branta canadensis,Canada Goose,7089 +185594452,2023-09-30,2023-09-30 16:58:24 UTC,Meleagris gallopavo,Wild Turkey,906 +185633728,2023-09-30,2023-09-30 20:56:50 UTC,Branta canadensis,Canada Goose,7089 +185640848,2023-09-30,2023-09-30 20:50:07 UTC,Passer domesticus,House Sparrow,13858 +185640949,2023-09-30,2023-09-30 20:49:49 UTC,Passer domesticus,House Sparrow,13858 +185814034,2023-08-25,2023-08-25 16:11:00 UTC,Columba livia domestica,Feral Pigeon,122767 +185897554,2023-10-02,2023-10-02 13:10:44 UTC,Dryobates pubescens,Downy Woodpecker,792988 +185899182,2023-10-02,2023-10-02 13:27:00 UTC,Branta canadensis,Canada Goose,7089 +185948541,2023-10-01,2023-10-01 20:53:59 UTC,Branta canadensis,Canada Goose,7089 +185962163,2023-10-02,2023-10-02 21:12:04 UTC,Anas platyrhynchos,Mallard,6930 +185962445,2023-10-02,2023-10-02 20:54:29 UTC,Branta canadensis,Canada Goose,7089 +185969013,2023-10-02,2023-10-02 18:39:34 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +186053022,2023-10-03,2023-10-03 16:18:38 UTC,Passer domesticus,House Sparrow,13858 +186107555,2023-10-03,2023-10-03 22:23:58 UTC,Branta canadensis,Canada Goose,7089 +186247674,2023-10-03,2023-10-03 18:11:00 UTC,Cygnus olor,Mute Swan,6921 +186247676,2023-10-03,2023-10-03 18:27:00 UTC,Aythya collaris,Ring-necked Duck,7044 +186247678,2023-10-03,2023-10-03 18:44:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +186348697,2023-10-01,2023-10-01 13:48:07 UTC,Meleagris gallopavo,Wild Turkey,906 +186350707,2023-10-04,2023-10-04 13:59:54 UTC,Meleagris gallopavo,Wild Turkey,906 +186407485,2023-10-05,2023-10-05 18:27:00 UTC,Sphyrapicus varius,Yellow-bellied Sapsucker,18463 +186428369,2023-10-06,2023-10-06 17:15:58 UTC,Meleagris gallopavo,Wild Turkey,906 +186486409,2023-10-05,2023-10-05 11:01:01 UTC,Spinus tristis,American Goldfinch,145310 +186551358,2023-10-07,2023-10-07 15:09:44 UTC,Ardea herodias,Great Blue Heron,4956 +186852787,2023-10-09,2023-10-09 14:39:55 UTC,Meleagris gallopavo,Wild Turkey,906 +186877094,2023-10-09,2023-10-09 18:22:00 UTC,Spinus tristis,American Goldfinch,145310 +186895658,2023-10-09,2023-10-09 20:18:20 UTC,Cyanocitta cristata,Blue Jay,8229 +187011723,2023-10-10,2023-10-10 17:02:23 UTC,Cyanocitta cristata,Blue Jay,8229 +187076871,2023-10-04,2023-10-04 22:23:54 UTC,Anas platyrhynchos,Mallard,6930 +187118266,2023-10-11,2023-10-11 13:55:03 UTC,Passer domesticus,House Sparrow,13858 +187120789,2023-10-11,2023-10-11 13:43:46 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +187267609,2023-10-06,2023-10-06 14:27:01 UTC,Meleagris gallopavo,Wild Turkey,906 +187272262,2023-10-12,2023-10-12 18:21:35 UTC,Branta canadensis,Canada Goose,7089 +187406659,2023-10-13,2023-10-13 18:52:18 UTC,Aythya collaris,Ring-necked Duck,7044 +187524230,2023-10-14,2023-10-14 18:27:26 UTC,Passer domesticus,House Sparrow,13858 +187571378,2023-10-14,2023-10-14 19:56:18 UTC,Meleagris gallopavo,Wild Turkey,906 +187659426,2023-10-15,2023-10-15 16:36:55 UTC,Cyanocitta cristata,Blue Jay,8229 +187675167,2023-10-15,2023-10-15 16:03:29 UTC,Molothrus ater,Brown-headed Cowbird,10373 +187724395,2023-10-15,2023-10-15 14:41:08 UTC,Sphyrapicus varius,Yellow-bellied Sapsucker,18463 +187789363,2023-10-16,2023-10-16 15:42:53 UTC,Branta canadensis,Canada Goose,7089 +187814209,2023-10-16,2023-10-16 19:45:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +187816285,2023-10-16,2023-10-16 18:00:00 UTC,Thryothorus ludovicianus,Carolina Wren,7513 +187838860,2023-03-18,2023-03-18 13:59:25 UTC,Larus delawarensis,Ring-billed Gull,4364 +187870347,2023-09-30,2023-09-30 04:00:00 UTC,Branta canadensis,Canada Goose,7089 +187895728,2023-10-17,2023-10-17 12:50:31 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +187937783,2023-10-17,2023-10-17 18:35:00 UTC,Aythya collaris,Ring-necked Duck,7044 +188066493,2023-10-18,2023-10-18 20:33:04 UTC,Meleagris gallopavo,Wild Turkey,906 +188190722,2023-10-19,2023-10-19 21:34:17 UTC,Meleagris gallopavo,Wild Turkey,906 +188211024,2023-10-19,2023-10-19 21:57:58 UTC,Zonotrichia leucophrys,White-crowned Sparrow,9176 +188388175,2023-10-21,2023-10-21 15:27:21 UTC,Anas platyrhynchos domesticus,Domestic Mallard,236935 +188430415,2023-10-21,2023-10-21 21:08:56 UTC,Zenaida macroura,Mourning Dove,3454 +188780236,2023-10-24,2023-10-24 11:26:50 UTC,Meleagris gallopavo,Wild Turkey,906 +188781820,2023-10-23,2023-10-23 14:24:58 UTC,Sturnus vulgaris,European Starling,14850 +188781951,2023-10-23,2023-10-23 13:57:55 UTC,Turdus migratorius,American Robin,12727 +188782192,2023-10-23,2023-10-23 13:45:49 UTC,Dryobates pubescens,Downy Woodpecker,792988 +188814714,2023-10-24,2023-10-24 19:24:49 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +189107232,2023-10-26,2023-10-26 21:00:27 UTC,Branta canadensis,Canada Goose,7089 +189113128,2023-10-27,2023-10-27 13:22:03 UTC,Sturnus vulgaris,European Starling,14850 +189185697,2023-10-15,2023-10-15 14:08:38 UTC,Ardea herodias,Great Blue Heron,4956 +189590112,2023-10-31,2023-10-31 18:11:00 UTC,Bucephala albeola,Bufflehead,6993 +189590223,2023-10-31,2023-10-31 18:18:00 UTC,Aythya collaris,Ring-necked Duck,7044 +189590482,2023-10-31,2023-10-31 18:24:00 UTC,Melanerpes carolinus,Red-bellied Woodpecker,18205 +189590892,2023-10-31,2023-10-31 18:30:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +189591032,2023-10-31,2023-10-31 18:44:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +189591458,2023-10-31,2023-10-31 18:06:00 UTC,Cygnus olor,Mute Swan,6921 +189687670,2023-11-01,2023-11-01 18:43:27 UTC,Sturnus vulgaris,European Starling,14850 +189777419,2023-11-02,2023-11-02 18:18:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +189876716,2023-11-03,2023-11-03 14:32:00 UTC,Cygnus olor,Mute Swan,6921 +189876717,2023-11-03,2023-11-03 14:28:00 UTC,Passer domesticus,House Sparrow,13858 +189876718,2023-11-03,2023-11-03 13:59:00 UTC,Sturnus vulgaris,European Starling,14850 +189876720,2023-11-03,2023-11-03 13:52:00 UTC,Passer domesticus,House Sparrow,13858 +189876721,2023-11-03,2023-11-03 13:58:00 UTC,Quiscalus quiscula,Common Grackle,9602 +189876722,2023-11-03,2023-11-03 13:52:00 UTC,Anas platyrhynchos,Mallard,6930 +189876723,2023-11-03,2023-11-03 13:51:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +189876724,2023-11-03,2023-11-03 13:49:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +189876727,2023-11-03,2023-11-03 13:42:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +189876729,2023-11-03,2023-11-03 14:17:00 UTC,Turdus migratorius,American Robin,12727 +189991568,2023-11-04,2023-11-04 20:17:29 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +190097277,2023-11-01,2023-11-01 18:57:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +190223001,2023-11-06,2023-11-06 14:37:18 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +190267835,2023-11-04,2023-11-04 15:31:56 UTC,Aythya collaris,Ring-necked Duck,7044 +190336853,2023-09-23,2023-09-23 14:51:51 UTC,Branta canadensis,Canada Goose,7089 +190618131,2023-11-09,2023-11-09 18:36:26 UTC,Meleagris gallopavo,Wild Turkey,906 +190706843,2023-11-11,2023-11-11 17:40:46 UTC,Spiza americana,Dickcissel,10676 +190977497,2023-01-19,2023-01-19 19:57:10 UTC,Cyanocitta cristata,Blue Jay,8229 +191021641,2023-11-14,2023-11-14 18:50:09 UTC,Accipiter cooperii,Cooper's Hawk,5112 +191153525,2023-10-25,2023-10-25 16:53:15 UTC,Sturnus vulgaris,European Starling,14850 +191213705,2023-11-16,2023-11-16 21:34:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +191265053,2023-11-17,2023-11-17 13:10:36 UTC,Passer domesticus,House Sparrow,13858 +191291865,2023-11-17,2023-11-17 17:41:08 UTC,Aythya collaris,Ring-necked Duck,7044 +191298770,2023-11-17,2023-11-17 19:48:26 UTC,Buteo jamaicensis borealis,Eastern Red-tailed Hawk,494355 +191323272,2023-11-17,2023-11-17 16:41:41 UTC,Anas platyrhynchos,Mallard,6930 +191324576,2023-11-17,2023-11-17 16:38:29 UTC,Anas platyrhynchos,Mallard,6930 +191357211,2023-07-04,2023-07-04 22:34:00 UTC,Meleagris gallopavo,Wild Turkey,906 +191402327,2023-11-18,2023-11-18 17:04:00 UTC,Anas platyrhynchos,Mallard,6930 +191558272,2023-11-18,2023-11-18 18:24:17 UTC,Columba livia domestica,Feral Pigeon,122767 +191558292,2023-11-18,2023-11-18 18:35:06 UTC,Columba livia domestica,Feral Pigeon,122767 +191591286,2023-11-20,2023-11-20 16:54:15 UTC,Meleagris gallopavo,Wild Turkey,906 +191634643,2023-11-19,2023-11-19 15:40:00 UTC,Baeolophus bicolor,Tufted Titmouse,13632 +191634647,2023-11-19,2023-11-19 15:46:00 UTC,Cyanocitta cristata,Blue Jay,8229 +191634656,2023-11-19,2023-11-19 16:17:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +191634674,2023-11-19,2023-11-19 16:50:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +191634676,2023-11-19,2023-11-19 17:04:00 UTC,Turdus migratorius,American Robin,12727 +191634677,2023-11-19,2023-11-19 17:57:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +191634678,2023-11-19,2023-11-19 18:51:00 UTC,Aythya collaris,Ring-necked Duck,7044 +191634685,2023-11-19,2023-11-19 18:52:00 UTC,Sitta carolinensis,White-breasted Nuthatch,14801 +191634688,2023-11-19,2023-11-19 18:54:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +191634690,2023-11-19,2023-11-19 18:56:00 UTC,Branta canadensis,Canada Goose,7089 +191756565,2023-11-21,2023-11-21 21:59:00 UTC,Falco columbarius,Merlin,4672 +191765144,2023-11-22,2023-11-22 15:22:20 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +191790588,2023-08-30,2023-08-30 13:05:00 UTC,Chondestes grammacus,Lark Sparrow,10479 +191850959,2023-11-22,2023-11-22 19:57:19 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +191955600,2023-11-24,2023-11-24 15:36:16 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +192280225,2023-11-26,2023-11-26 18:33:00 UTC,Myiarchus cinerascens,Ash-throated Flycatcher,16010 +192280290,2023-11-26,2023-11-26 18:30:00 UTC,Certhia americana,Brown Creeper,7458 +192292898,2023-11-26,2023-11-26 19:33:00 UTC,Podilymbus podiceps,Pied-billed Grebe,4246 +192494728,2023-11-28,2023-11-28 20:51:00 UTC,Myiarchus cinerascens,Ash-throated Flycatcher,16010 +192656735,2023-11-30,2023-11-30 18:36:19 UTC,Zenaida macroura,Mourning Dove,3454 +192688543,2023-11-30,2023-11-30 21:17:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +192688545,2023-11-30,2023-11-30 21:21:00 UTC,Melospiza melodia,Song Sparrow,9100 +192688547,2023-11-30,2023-11-30 21:37:00 UTC,Branta canadensis,Canada Goose,7089 +192747661,2023-12-01,2023-12-01 20:08:00 UTC,Aythya collaris,Ring-necked Duck,7044 +192849669,2023-12-02,2023-12-02 17:02:23 UTC,Columba livia domestica,Feral Pigeon,122767 +192867898,2023-11-26,2023-11-26 19:53:00 UTC,Myiarchus cinerascens,Ash-throated Flycatcher,16010 +192938289,2023-12-03,2023-12-03 16:10:00 UTC,Strix varia,Barred Owl,19893 +192944319,2023-12-03,2023-12-03 17:19:35 UTC,Myiarchus cinerascens,Ash-throated Flycatcher,16010 +193059846,2023-12-04,2023-12-04 19:48:41 UTC,Anser anser domesticus,Domestic Greylag Goose,120479 +193069758,2023-12-04,2023-12-04 18:24:25 UTC,Aythya affinis,Lesser Scaup,7054 +193069939,2023-12-04,2023-12-04 17:14:37 UTC,Podilymbus podiceps,Pied-billed Grebe,4246 +193069996,2023-12-04,2023-12-04 18:46:36 UTC,Certhia americana,Brown Creeper,7458 +193070143,2023-12-04,2023-12-04 15:31:43 UTC,Leiothlypis celata,Orange-crowned Warbler,979757 +193070320,2023-11-30,2023-11-30 16:41:34 UTC,Myiarchus cinerascens,Ash-throated Flycatcher,16010 +193070964,2023-12-04,2023-12-04 17:55:20 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +193074791,2023-12-04,2023-12-04 19:32:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +193128928,2023-12-04,2023-12-04 21:23:26 UTC,Accipiter cooperii,Cooper's Hawk,5112 +193130864,2023-12-04,2023-12-04 21:23:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +193130865,2023-12-04,2023-12-04 21:14:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +193130866,2023-12-04,2023-12-04 21:05:00 UTC,Passer domesticus,House Sparrow,13858 +193130868,2023-12-04,2023-12-04 21:04:00 UTC,Passer domesticus,House Sparrow,13858 +193130869,2023-12-04,2023-12-04 21:02:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +193130870,2023-12-04,2023-12-04 20:32:00 UTC,Accipiter cooperii,Cooper's Hawk,5112 +193130871,2023-12-04,2023-12-04 20:20:00 UTC,Melospiza melodia,Song Sparrow,9100 +193130872,2023-12-04,2023-12-04 20:17:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +193130874,2023-12-04,2023-12-04 19:52:00 UTC,Cygnus olor,Mute Swan,6921 +193130875,2023-12-04,2023-12-04 19:50:00 UTC,Branta canadensis,Canada Goose,7089 +193130876,2023-12-04,2023-12-04 20:11:00 UTC,Anas platyrhynchos,Mallard,6930 +193130879,2023-12-04,2023-12-04 20:22:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +193152984,2023-12-05,2023-12-05 20:36:48 UTC,Meleagris gallopavo,Wild Turkey,906 +193155527,2023-12-05,2023-12-05 21:25:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +193155907,2023-12-05,2023-12-05 22:15:00 UTC,Haemorhous mexicanus,House Finch,199840 +193242106,2023-11-25,2023-11-25 21:02:41 UTC,Meleagris gallopavo,Wild Turkey,906 +193484420,2023-12-08,2023-12-08 18:11:00 UTC,Dryobates pubescens,Downy Woodpecker,792988 +193504795,2023-12-09,2023-12-09 17:24:06 UTC,Meleagris gallopavo,Wild Turkey,906 +193507863,2023-12-09,2023-12-09 17:54:41 UTC,Catharus guttatus,Hermit Thrush,12890 +193588573,2023-12-09,2023-12-09 19:14:42 UTC,Meleagris gallopavo,Wild Turkey,906 +193627859,2023-12-10,2023-12-10 18:43:00 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +193627862,2023-12-10,2023-12-10 18:30:00 UTC,Poecile atricapillus,Black-capped Chickadee,144815 +193627863,2023-12-10,2023-12-10 18:27:00 UTC,Agelaius phoeniceus,Red-winged Blackbird,9744 +193627864,2023-12-10,2023-12-10 18:28:00 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +193627867,2023-12-10,2023-12-10 18:24:00 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +193627871,2023-12-10,2023-12-10 18:23:00 UTC,Sturnus vulgaris,European Starling,14850 +193627873,2023-12-10,2023-12-10 18:23:00 UTC,Turdus migratorius,American Robin,12727 +193627874,2023-12-10,2023-12-10 18:13:00 UTC,Anas platyrhynchos,Mallard,6930 +193627882,2023-12-10,2023-12-10 18:12:00 UTC,Branta canadensis,Canada Goose,7089 +193627883,2023-12-10,2023-12-10 18:11:00 UTC,Anas crecca,Green-winged Teal,6937 +193627884,2023-12-10,2023-12-10 18:01:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +193627886,2023-12-10,2023-12-10 18:00:00 UTC,Cyanocitta cristata,Blue Jay,8229 +193627891,2023-12-10,2023-12-10 17:56:00 UTC,Turdus migratorius,American Robin,12727 +193627892,2023-12-10,2023-12-10 17:54:00 UTC,Cyanocitta cristata,Blue Jay,8229 +193627895,2023-12-10,2023-12-10 17:49:00 UTC,Spinus tristis,American Goldfinch,145310 +193889899,2023-12-13,2023-12-13 18:42:39 UTC,Columba livia domestica,Feral Pigeon,122767 +193890254,2023-12-13,2023-12-13 18:47:06 UTC,Columba livia domestica,Feral Pigeon,122767 +193946781,2023-12-13,2023-12-13 15:02:25 UTC,Meleagris gallopavo,Wild Turkey,906 +194012090,2023-12-14,2023-12-14 23:44:23 UTC,Meleagris gallopavo,Wild Turkey,906 +194038760,2023-09-14,2023-09-14 11:35:00 UTC,Melospiza melodia melodia,Eastern Song Sparrow,515821 +194038761,2023-09-14,2023-09-14 11:50:00 UTC,Buteo jamaicensis borealis,Eastern Red-tailed Hawk,494355 +194038763,2023-09-14,2023-09-14 11:21:00 UTC,Vireo philadelphicus,Philadelphia Vireo,17364 +194038764,2023-09-14,2023-09-14 11:50:00 UTC,Buteo jamaicensis borealis,Eastern Red-tailed Hawk,494355 +194233280,2023-12-17,2023-12-17 22:22:00 UTC,Corthylio calendula,Ruby-crowned Kinglet,1289388 +194390258,2023-12-19,2023-12-19 19:51:00 UTC,Anas platyrhynchos × cairina moschata,Mallard × Muscovy Duck,326092 +194390459,2023-12-19,2023-12-19 19:50:00 UTC,Branta canadensis,Canada Goose,7089 +194452691,2023-12-20,2023-12-20 20:11:00 UTC,Haemorhous mexicanus,House Finch,199840 +194452947,2023-12-20,2023-12-20 21:00:00 UTC,Melospiza melodia,Song Sparrow,9100 +194453278,2023-12-20,2023-12-20 20:54:00 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +194542505,2023-12-20,2023-12-20 21:49:13 UTC,Meleagris gallopavo,Wild Turkey,906 +194645137,2023-12-22,2023-12-22 15:15:31 UTC,Podilymbus podiceps,Pied-billed Grebe,4246 +194645222,2023-12-22,2023-12-22 17:11:37 UTC,Catharus guttatus,Hermit Thrush,12890 +194645278,2023-12-09,2023-12-09 15:49:00 UTC,Passerella iliaca,Fox Sparrow,9156 +194645313,2023-12-09,2023-12-09 18:30:42 UTC,Leiothlypis celata,Orange-crowned Warbler,979757 +194827644,2023-12-25,2023-12-25 18:13:09 UTC,Cygnus olor,Mute Swan,6921 +194844433,2023-12-25,2023-12-25 21:16:00 UTC,Ardea herodias,Great Blue Heron,4956 +194847583,2023-11-13,2023-11-13 20:16:00 UTC,Meleagris gallopavo,Wild Turkey,906 +194982203,2023-12-26,2023-12-26 20:28:00 UTC,Gavia immer,Common Loon,4626 +194982204,2023-12-26,2023-12-26 20:35:00 UTC,Dryobates villosus,Hairy Woodpecker,792990 +194982205,2023-12-26,2023-12-26 20:48:00 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +195028696,2023-12-27,2023-12-27 21:58:00 UTC,Corthylio calendula,Ruby-crowned Kinglet,1289388 +195183091,2023-12-29,2023-12-29 17:07:00 UTC,Junco hyemalis,Dark-eyed Junco,10094 +195183096,2023-12-29,2023-12-29 17:07:00 UTC,Melospiza melodia,Song Sparrow,9100 +195183100,2023-12-29,2023-12-29 17:07:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +195183103,2023-12-29,2023-12-29 17:07:00 UTC,Turdus migratorius,American Robin,12727 +195183106,2023-12-29,2023-12-29 17:07:00 UTC,Sturnus vulgaris,European Starling,14850 +195183114,2023-12-29,2023-12-29 17:07:00 UTC,Melospiza melodia,Song Sparrow,9100 +195265167,2023-12-30,2023-12-30 13:49:32 UTC,Meleagris gallopavo,Wild Turkey,906 +195272338,2023-12-30,2023-12-30 13:40:00 UTC,Spinus tristis,American Goldfinch,145310 +195272685,2023-12-30,2023-12-30 13:44:00 UTC,Podilymbus podiceps,Pied-billed Grebe,4246 +195272961,2023-12-30,2023-12-30 14:28:00 UTC,Ardea herodias,Great Blue Heron,4956 +195273493,2023-12-30,2023-12-30 14:54:00 UTC,Mimus polyglottos,Northern Mockingbird,14886 +195273494,2023-12-30,2023-12-30 14:54:00 UTC,Regulus satrapa,Golden-crowned Kinglet,117100 +195273495,2023-12-30,2023-12-30 14:54:00 UTC,Spizelloides arborea,American Tree Sparrow,474210 +195274754,2023-12-30,2023-12-30 14:14:00 UTC,Junco hyemalis,Dark-eyed Junco,10094 +195362562,2023-12-30,2023-12-31 03:33:04 UTC,Accipiter cooperii,Cooper's Hawk,5112 +195394363,2023-12-31,2023-12-31 18:10:00 UTC,Melospiza melodia,Song Sparrow,9100 +195394366,2023-12-31,2023-12-31 17:58:00 UTC,Cardinalis cardinalis,Northern Cardinal,9083 +195394370,2023-12-31,2023-12-31 17:58:00 UTC,Passer domesticus,House Sparrow,13858 +195411759,2023-12-31,2023-12-31 18:44:06 UTC,Bucephala albeola,Bufflehead,6993 +195411820,2023-12-31,2023-12-31 19:30:46 UTC,Aythya affinis,Lesser Scaup,7054 +195411896,2023-12-31,2023-12-31 19:24:10 UTC,Cygnus olor,Mute Swan,6921 +195411983,2023-12-31,2023-12-31 19:02:57 UTC,Zonotrichia albicollis,White-throated Sparrow,9184 +195412010,2023-12-31,2023-12-31 19:01:31 UTC,Dryobates pubescens,Downy Woodpecker,792988 +195422236,2023-12-31,2023-12-31 19:18:29 UTC,Cyanocitta cristata,Blue Jay,8229 +195510980,2023-08-21,2023-08-21 06:45:00 UTC,Spinus tristis,American Goldfinch,145310 +195602066,2023-12-31,2023-12-31 21:08:30 UTC,Lophodytes cucullatus,Hooded Merganser,7109 +195811696,2023-12-23,2023-12-23 18:14:52 UTC,Meleagris gallopavo,Wild Turkey,906 +197485091,2023-06-14,2023-06-14 14:02:00 UTC,Branta canadensis,Canada Goose,7089 +197485095,2023-06-14,2023-06-14 14:04:00 UTC,Branta canadensis,Canada Goose,7089 +197485100,2023-06-14,2023-06-14 14:17:00 UTC,Nannopterum auritum,Double-crested Cormorant,1454382 +197486847,2023-06-14,2023-06-14 14:31:00 UTC,Turdus migratorius,American Robin,12727 +197486848,2023-06-14,2023-06-14 15:26:00 UTC,Haemorhous mexicanus,House Finch,199840 +200644160,2023-08-29,2023-08-29 21:22:49 UTC,Branta canadensis,Canada Goose,7089 +200959776,2023-11-26,2023-11-26 14:16:00 UTC,Corvus corax,Common Raven,8010 +200961680,2023-12-04,2023-12-04 14:31:00 UTC,Myiarchus cinerascens,Ash-throated Flycatcher,16010 +202347202,2023-07-03,2023-07-03 12:01:21 UTC,Meleagris gallopavo,Wild Turkey,906 +203397890,2023-12-09,2023-12-09 18:38:56 UTC,Podilymbus podiceps,Pied-billed Grebe,4246 +204958748,2023-10-22,2023-10-22 21:02:51 UTC,Meleagris gallopavo,Wild Turkey,906 +205473223,2023-06-13,2023-06-13 22:38:01 UTC,Ardea herodias,Great Blue Heron,4956 +206687583,2023-12-17,2023-12-17 15:32:59 UTC,Meleagris gallopavo,Wild Turkey,906 +209101992,2023-04-26,2023-04-26 23:18:36 UTC,Bubo virginianus,Great Horned Owl,20044 +220571538,2023-09-30,2023-09-30 19:15:54 UTC,Sturnus vulgaris,European Starling,14850 +221930168,2023-11-03,2023-11-03 12:44:12 UTC,Buteo jamaicensis,Red-tailed Hawk,5212 +223004812,2023-09-12,2023-09-12 15:52:07 UTC,Ardea herodias,Great Blue Heron,4956 +225232542,2023-04-01,2023-04-01 18:48:21 UTC,Meleagris gallopavo,Wild Turkey,906 +227003497,2023-09-23,2023-09-23 11:05:55 UTC,Meleagris gallopavo,Wild Turkey,906 +228884693,2023-04-03,2023-04-03 21:50:08 UTC,Branta canadensis,Canada Goose,7089 +238536518,2023-08-24,2023-08-24 12:11:00 UTC,Cyanocitta cristata,Blue Jay,8229 +238537292,2023-08-24,2023-08-24 12:41:00 UTC,Sturnus vulgaris,European Starling,14850 diff --git a/docs/resources/Workshops/Python/data/winequality-red.csv b/docs/resources/Workshops/Python/data/winequality-red.csv new file mode 100644 index 0000000..d6e9fd6 --- /dev/null +++ b/docs/resources/Workshops/Python/data/winequality-red.csv @@ -0,0 +1,1600 @@ +fixed acidity;volatile acidity;citric acid;residual sugar;chlorides;free sulfur dioxide;total sulfur dioxide;density;pH;sulphates;alcohol;quality 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a/templates/resources_template.md +++ b/templates/resources_template.md @@ -27,6 +27,7 @@ This is a four-day workshop that will introduce students to python as a data sci - [View the completed jupyter notebook](Workshops/Python/Python-Day1.ipynb) - Day 2: Deep dive into python functions, with more about how to write functions in python with additional practice exercises - [Download the student jupyter notebook file](Workshops/Python/Python-Day2-student.ipynb) + - [View the completed jupyter notebook](Workshops/Python/Python-Day2.ipynb) - Day 3: Data transformation and plotting with pandas, matplotlib, and seaborn. - [Download the student jupyter notebook file](Workshops/Python/Python-Day3-student.ipynb) - Day 4: Putting it all together: We will cover some meta-cognitive tips & tricks as well as work through a longer exercise that combines the previous 3 days of concepts. Plus time for additional Q&A.