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Merge pull request #196 from Kevin-Haigis-Lab/finish-up
Finish up
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.github/workflows/CI.yaml

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name: "pytest"
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.github/workflows/project-build.yaml

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name: "project-build"
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CITATION.cff

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cff-version: 1.2.0
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message: "If you use this software, please cite it as below."
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authors:
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- family-names: "Joshua"
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given-names: "Cook"
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orcid: "https://orcid.org/0000-0001-9815-6879"
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title: "Speclet - A Bayesian hierarchical model to discover tissue-specific cancer driver genes and synthetic lethal interactions from CRISPR/Cas9 LoF screens."
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version: 1.0.0
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# doi: 10.5281/zenodo.1234
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date-released: 2022-11-21
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url: "https://github.com/Kevin-Haigis-Lab/speclet"

README.md

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![speclet model diagram](speclet-model.png)
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The *speclet* model accounts for cell line- and chromosome-specific differences while simultaneously measuring the effect of targeting each gene across multiple molecular covariates including copy number, mRNA expression, and mutation status.
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The effect of the presence of mutations to key driver and tumor suppressor genes is also included to identify putative synthetic lethal interactions.
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The results of this project have been published in Chapter 4 of my Ph.D. dissertation available here: "Studying the tissue-specificity of cancer driver genes through *KRAS* and genetic dependency screens" (link to come soon).
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---
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## Setup
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> Many setup and running commands have been added as `make` commands.
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> Run `make help` to see the options available.
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## Setup
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### Python virtual environments
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### Notebooks
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Exploratory and small-scale analyses are conducted in the ["notebooks/"](notebooks/) directory.
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Exploration and analyses are conducted in the ["notebooks/"](notebooks/) directory.
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Subdirectories divide related notebooks.
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See the README in that directory for further details.
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### Pipelines
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Each individual pipeline can be run through a `bash` script or a `make`command.
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Each individual pipeline can be run through a `bash` script or a `make` command.
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See the pipelines [README](pipelines/README.md) for full details.
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### Notebooks
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The notebooks contain the majority of the model analysis.
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They are still a work in progress and this section will be updated when a full build-system is available.
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```bash
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# TODO
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```
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The notebooks contain the analyses of the models and additional exploration of the data and other model designs.
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See the ["notebooks/"](notebooks/) directory for information the running these analyses.
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### Full project build
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The entire project can be installed from scratch and all analysis run with the following `make` command.
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```bash
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make build # or `build_o2` on O2 HPC
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make build # or `build_o2` on the O2 HPC
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```

notebooks/README.md

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