From cabf1009ece9f292f8916e599f391c1a49a0431b Mon Sep 17 00:00:00 2001 From: Anna Kravchenko Date: Tue, 6 Aug 2024 09:55:54 +0200 Subject: [PATCH 01/31] intro to protein-DNA-basic --- .../HADDOCK3-protein-DNA-basic/index.md | 221 ++++++++++++++++++ 1 file changed, 221 insertions(+) create mode 100644 education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md new file mode 100644 index 00000000..87d4dfb3 --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -0,0 +1,221 @@ +--- +layout: page +title: "Basic protein-DNA docking using local version of HADDOCK3" +excerpt: "A basic tutorial on protein-DNA docking in HADDOCK3." +tags: [HADDOCK, Pymol, Protein-DNA] +image: + feature: pages/banner_education-thin.jpg +--- +This tutorial consists of the following sections: + +* table of contents +{:toc} + +
+ +## Introduction +This tutorial demonstrates a simplified Haddock3 workflow dedicated to predicting the 3D structure of protein-DNA complexes using data from the literature and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges. We do not cover the processing of literature data into docking restraints; for more information, please refer to the advanced tutorial. + +Computation within this tutorial should take X hours on 8 CPUs. The tutorial data, as well as precomputed resuts awaliable [here](https://surfdrive.surf.nl/ADD_NEW_DATA todo ). + +### Tutorial test case +In this tutorial, we will work with the phage 434 Cro/OR1 complex (PDB: [3CRO](https://www.rcsb.org/structure/3CRO)), formed by bacteriophage 434 Cro repressor proteins and the OR1 operator. + +Cro is part of the bacteriophage 434 genetic switch, playing a key role in controlling the switch between the lysogenic and lytic cycles of the bacteriophage. It is a *repressor* protein that works in opposition to the phage's repressor cI protein to control the genetic switch. Both repressors compete to gain control over an operator region containing three operators that determine the state of the lytic/lysogenic genetic switch. If Cro prevails, the late genes of the phage will be expressed, resulting in lysis. Conversely, if the cI repressor prevails, the transcription of Cro genes is blocked, and cI repressor synthesis is maintained, resulting in a state of lysogeny. + +#### Solved structure of the Cro-OR1 complex +The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallography at 2.5Å. We will use this experimentally solved structure as a reference within the tutorial. Cro is a symmetrical dimer, each subunit contains a helix-turn-helix (HTH), with helices α2 and α3 being separated by a short turn. This is a DNA binding motif that is known to bind major grooves. Helix α3 is the recognition helix that fits into the major groove of the operator DNA and is oriented with its axes parallel to the major groove. The side chains of each helix are thus positioned to interact with the edges of base pairs on the floor of the groove. Non-specific interactions also help to anchor Cro to the DNA. These include H-bonds between main chain NH groups and phosphate oxygens of the DNA in the region of the operator. Cro distorts the normal B-form DNA conformation: the OR1 DNA is bent (curved) by Cro, and the middle region of the operator is overwound, as reflected in the reduced distance between phosphate backbones in the minor groove. + +
+ +
+ +Throughout the tutorial, colored text will be used to refer to questions, instructions, PyMOL and terminal prompts: + +This is a question prompt: try answering it! +This an instruction prompt: follow it! +This is a PyMOL prompt: write this in the PyMOL command line prompt! +This is a Linux prompt: insert the commands in the terminal! + +It is always possible that you have questions or run into problems for which you cannot find the answer in the regular documentation. Here are some additional links that you can find answers to your questions: + +* Haddock3 Documentation: [https://www.bonvinlab.org/haddock3/](https://www.bonvinlab.org/haddock3/) +* Bioexcel User Forum: [https://ask.bioexcel.eu/c/haddock/6](https://ask.bioexcel.eu/c/haddock/6) +* Haddock3 Github (issues & disuccions): [https://github.com/haddocking/haddock3/](https://github.com/haddocking/haddock3/) +* HADDOCK Help Center: [https://wenmr.science.uu.nl/haddock2.4/help](https://wenmr.science.uu.nl/haddock2.4/help) + +
+ +## Software and data setup +For a compete set up of local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familirize yourself with the sections 'A brief introduction to HADDOCK3' and 'Installation'. + +In this tutorial we will use PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favorite visulation software instead, but be aware that instructions here are provided only for PyMOL. + +Please, download and decompress the tutorial data archive. Move the archive to your working directory of choice and extract it. You can download and unzip this archive directly from the Linux command line: + + +wget https://surfdrive.surf.nl/files/index.php/ADD_NEW_LINK -O haddock3-protein-dna-basic.zip
todo +unzip haddock3-protein-dna-basic.zip +
+ +Decompressing the file will create the `haddock3-protein-dna-basic` directory with the following subdirectories and items: +* `pdbs`: + - `1ZUG.pdb`, a single structure coming from the NMR ensemble (`1ZUG_ensemble.pdb`) with the terminal disordered residues removed; + - `OR1_unbound.pdb`, a structure of the OR1 operator in B-DNA conformation; + - `1ZUG_ensemble.pdb`, an NMR ensemble (10 structures) of the 343 Cro repressor structures; + - `3CRO_complex.pdb`, an X-RAY structure of the sought-for complex, to be used to evaluate the docking poses. +* `restraints`: + - `ambig_pm.tbl`, a file containing the ambiguous restrains for this docking senario. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found [here](link/to/there) todo +* `workflow`: + - `protein-dna-basic.cfg`, a Hadddokc3 workflow file. +* `run`, a folder with Haddock3 output, produced by the `protein-dna-basic.cfg` workflow. We will navigate relevant parts of this folder throughtout the tutorial. + +
+ +## Understanding the Ambiguous Irteraction Restraints + +The Ambiguous Irteraction Restraints (AIRs) are crusial to sucessful docking as AIRs should guide docking partners towards each other in the correct conformation. AIRs consist of the residues located in the interface of a complex. + +#### Visualisation +Let's visualise residues in the interface of the 3CRO complex using PyMOL. +Open `pdbs/3CRO_complex.pdb` in PyMOL and type: + +color white, all + + +select interface, (chain A and resi 28+29+30+31+32+34+35, chain C and resi 28+29+30+31+32+34+35, chain B and resi 4+5+6+7+13+14+15+16+17+18+22+23+24+25+32+33+34+35+36) + + +color red, interface + +Now the residues of the interface are displayed in red. + +Let's highlight the same residues on the unbound NRM structure of the protein. +Open PyMOL and type: + +fetch 1ZUG + + +color white, all + +select region, (resi 28+29+30+31+32+34+35) + + +color red, region + + + +How much does the conformation of the interacting region change in the provided ensemble? Is this the most flexible region of the protein? + +
+ + Answer expand_more + +

+ The conformation of the interacting region does not change in the ensamle, this region is not the most flexible. The most flexible region is the tail of the protein, it appears to not interact with the DNA. +

+
+ +Let's swithch to the surface representation: + +show surface + + + +Can you tell why the residue 33 is excluded from the interface amino acids? + +
+ + Answer expand_more + +

+ The residue 33 is not solvent accessible, thus it does not belong to the interface. +

+
+ + +Repeat the same analysis with the DNA molecule OR1_unbound.pdb using the residues (13+14+15+16+17+18+22+23+24+25) or (4+5+6+7+32+33+34+35+36) as an interface. + + +_**Note**_ that in the real docking case bound strcuture of a complex is unawaliable. The interface residues could be located using experimental data, knowledge from the literature etc. + +#### Restraints file + +The ambiguous interaction restraints are defined in the `ambig_prot_DNA.tbl` file. Let’s have a look at it's first lines: +```bash +assign ( resid 35 and segid C) +( +( resid 32 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) +or +( resid 33 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) +) 2.000 2.000 0.000 +``` +The first line meaning that the residue 35 from the cahin C (protein) should interact either with the residue 32, or with the residue 33 of the cahin B (DNA). Additionally, the subline `(name H3 or name O4 or name C4 or name C5 or name C6 or name C7)` presices the atoms with which the initeraction should occur. + +If at least one pair (residue 35 from chain C; residue 32 from chain B) or (residue 35 from chain C; residue 33 from chain B) are located within 2Å from one another - then this particuar restraint is satisfied. + + +Check out the list of atoms defined in `ambig_prot_DNA.tbl`. What is their effect on the restraint? <- #todo Which part of the DNA is targeted by defining given set of atoms? + + +## Preparing PDB files for docking (optional) + +Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verifiy each input file. +Another important factor is the difference between unbound and bound conformations. The more different these conformations are the more difficult it is to generate correct docking models. + +In this section we will go over the preparation of the protein strcutures. The preparation of the DNA strcuture is out of the score of this tutorial and detailed [todo](here). +Note that the ready-to-dock structures are avaliable in `pdbs`, namely `1ZUG_dimer1.pdb`, `1ZUG_dimer2.pdb` and `OR1_unbound.pdb`. + +#### Protein structures + +An unbound structutre of the protein is avaliable on [https://www.rcsb.org/structure/1ZUG](PDB). We already examined this structutre using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble and remove the disordered tail from it. + +This can be done using `pdb-tools`, a collection of simple scripts hadny to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, a web-server is avaliable as a [https://rascar.science.uu.nl/pdbtools/](web-server). + +To obtain a singe trimmed structure using command-line version of `pdb-tools` (_**remember to activate a virtual environment for Haddock3 first!**_): + +pdb_fetch 1ZUG | pdb_selmodel -1 | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1ZUG_dimer1.pdb + + +This sequence of commands: 1/ Downloads given structure in PDB format from the RCSB website; 2/ Extracts the first model from the file; 3/ Removes all HETATM records in the PDB file; 4/ Selects residues by their index (in a range); 5/ Adds TER statement at the end of the cahin. + +The complex of interest contains 2 copies of the protein. As each molecule given to HADDOCK in a docking scenario must have a unique chain ID and segment ID, we have to change chain ID from A to C and save this as a new strcuture: + +pdb_rplchain -A:C 1ZUG_dimer1.pdb > 1ZUG_dimer2.pdb + + +_**Note**_ that it is possible to perform the docking with an enamble of trimmed conformations. Such ensembe can be obtained using the next command: `pdb_fetch 1ZUG | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1zug_ens.pdb` + +## Docking with Haddock3 + +#### Specificity of the protien-DNA docking + ++ epsilon ++ w_desolv ++ dnarest_on ++ dielec ++ tadfactor = 4 ++ temp_cool3_init = 300 + +#### Haddock3 workflow +module-by-module + brief explain what each module doing. ++ symmetry +#### Running Haddock3 + +Here show just local mode. + +## Analysis of the docking results + ++ navigation around I guess... ++ explain capri_ss and capri_csv + ++ compare with reference ++ ? Visualizing the scores and their components +#### Visualisation of the docking models + +## Congratulations! + +You have made it to the end of this basic protein-DNA docking tutorial. We hope it has been illustrative and may help you get started with your own docking projects. + +Happy docking! + From aa066b8490c62b9973e1ed83027aef23f194f2ba Mon Sep 17 00:00:00 2001 From: Anna Kravchenko Date: Wed, 7 Aug 2024 14:56:17 +0200 Subject: [PATCH 02/31] up to analysis. revised up to docking with Haddock3 --- .../CRO-OR1-interface.png | Bin 0 -> 784181 bytes .../HADDOCK3-protein-DNA-basic/CRO-OR1.png | Bin 0 -> 706177 bytes .../CRO-interface.png | Bin 0 -> 528984 bytes .../HADDOCK3-protein-DNA-basic/index.md | 390 ++++++++++++++---- 4 files changed, 309 insertions(+), 81 deletions(-) create mode 100644 education/HADDOCK3/HADDOCK3-protein-DNA-basic/CRO-OR1-interface.png create mode 100644 education/HADDOCK3/HADDOCK3-protein-DNA-basic/CRO-OR1.png create mode 100644 education/HADDOCK3/HADDOCK3-protein-DNA-basic/CRO-interface.png diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/CRO-OR1-interface.png b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/CRO-OR1-interface.png 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protein-DNA docking using local version of Haddock3" +excerpt: "A basic tutorial on protein-DNA docking in Haddock3." +tags: [HADDOCK, Haddock3, Pymol, Protein-DNA] image: - feature: pages/banner_education-thin.jpg + feature: pages/banner_education-thin.jpg --- This tutorial consists of the following sections: @@ -14,11 +14,15 @@ This tutorial consists of the following sections:


    ## Introduction -This tutorial demonstrates a simplified Haddock3 workflow dedicated to predicting the 3D structure of protein-DNA complexes using data from the literature and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges. We do not cover the processing of literature data into docking restraints; for more information, please refer to the advanced tutorial. +This tutorial demonstrates a simplified Haddock3 workflow dedicated to predicting the 3D structure of protein-DNA (double-stranded DNA) complexes using pre-defined restraints, derived from the literature, and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges: +basic preparation of the input pdb files; +creation of the suitable Haddock3 workflow; +basic analysis of the docking results. + Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the advanced tutorial. -Computation within this tutorial should take X hours on 8 CPUs. The tutorial data, as well as precomputed resuts awaliable [here](https://surfdrive.surf.nl/ADD_NEW_DATA todo ). +Computation within this tutorial should take X hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/ADD_NEW_DATA todo ). -### Tutorial test case +#### Tutorial test case In this tutorial, we will work with the phage 434 Cro/OR1 complex (PDB: [3CRO](https://www.rcsb.org/structure/3CRO)), formed by bacteriophage 434 Cro repressor proteins and the OR1 operator. Cro is part of the bacteriophage 434 genetic switch, playing a key role in controlling the switch between the lysogenic and lytic cycles of the bacteriophage. It is a *repressor* protein that works in opposition to the phage's repressor cI protein to control the genetic switch. Both repressors compete to gain control over an operator region containing three operators that determine the state of the lytic/lysogenic genetic switch. If Cro prevails, the late genes of the phage will be expressed, resulting in lysis. Conversely, if the cI repressor prevails, the transcription of Cro genes is blocked, and cI repressor synthesis is maintained, resulting in a state of lysogeny. @@ -30,26 +34,26 @@ The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallograp -Throughout the tutorial, colored text will be used to refer to questions, instructions, PyMOL and terminal prompts: +Throughout the tutorial, coloured text will be used to refer to questions, instructions, PyMOL and terminal prompts: This is a question prompt: try answering it! -This an instruction prompt: follow it! +This is an instruction prompt: follow it! This is a PyMOL prompt: write this in the PyMOL command line prompt! This is a Linux prompt: insert the commands in the terminal! -It is always possible that you have questions or run into problems for which you cannot find the answer in the regular documentation. Here are some additional links that you can find answers to your questions: +It is always possible that you have questions or run into problems for which you cannot find the answer. Here are some additional links that can help you to find the answers and solutions: * Haddock3 Documentation: [https://www.bonvinlab.org/haddock3/](https://www.bonvinlab.org/haddock3/) * Bioexcel User Forum: [https://ask.bioexcel.eu/c/haddock/6](https://ask.bioexcel.eu/c/haddock/6) -* Haddock3 Github (issues & disuccions): [https://github.com/haddocking/haddock3/](https://github.com/haddocking/haddock3/) -* HADDOCK Help Center: [https://wenmr.science.uu.nl/haddock2.4/help](https://wenmr.science.uu.nl/haddock2.4/help) +* Haddock3 Github (issues & discussions): [https://github.com/haddocking/haddock3/](https://github.com/haddocking/haddock3/) +* HADDOCK Help Center: [https://wenmr.science.uu.nl/haddock2.4/help](https://wenmr.science.uu.nl/haddock2.4/help)
    ## Software and data setup -For a compete set up of local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familirize yourself with the sections 'A brief introduction to HADDOCK3' and 'Installation'. +For a complete setup of the local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familiarise yourself with the sections '**A brief introduction to HADDOCK3**' and '**Installation**'. -In this tutorial we will use PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favorite visulation software instead, but be aware that instructions here are provided only for PyMOL. +In this tutorial we will use the PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favourite visualisation software instead, but be aware that instructions here are provided only for PyMOL. Please, download and decompress the tutorial data archive. Move the archive to your working directory of choice and extract it. You can download and unzip this archive directly from the Linux command line: @@ -59,89 +63,115 @@ unzip haddock3-protein-dna-basic.zip Decompressing the file will create the `haddock3-protein-dna-basic` directory with the following subdirectories and items: +* `workflow`: + - `protein-dna-basic.cfg`, a Haddock configuration file. * `pdbs`: - - `1ZUG.pdb`, a single structure coming from the NMR ensemble (`1ZUG_ensemble.pdb`) with the terminal disordered residues removed; - - `OR1_unbound.pdb`, a structure of the OR1 operator in B-DNA conformation; - - `1ZUG_ensemble.pdb`, an NMR ensemble (10 structures) of the 343 Cro repressor structures; - - `3CRO_complex.pdb`, an X-RAY structure of the sought-for complex, to be used to evaluate the docking poses. + - `1ZUG.pdb`, a single structure coming from the NMR ensemble (`1ZUG_ensemble.pdb`) with the terminal disordered residues removed; + - `OR1_unbound.pdb`, a structure of the OR1 operator in B-DNA conformation; + - `1ZUG_ensemble.pdb`, an NMR ensemble (10 structures) of the 343 Cro repressor structures; + - `3CRO_complex.pdb`, an X-RAY structure of the sought-for complex, to be used to evaluate the docking poses. * `restraints`: - - `ambig_pm.tbl`, a file containing the ambiguous restrains for this docking senario. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found [here](link/to/there) todo -* `workflow`: - - `protein-dna-basic.cfg`, a Hadddokc3 workflow file. -* `run`, a folder with Haddock3 output, produced by the `protein-dna-basic.cfg` workflow. We will navigate relevant parts of this folder throughtout the tutorial. + - `ambig_prot_dna.tbl`, a file containing the ambiguous restraints for this docking scenario. +* `run`, a folder with Haddock3 output, produced by the `protein-dna-basic.cfg` workflow. We will navigate relevant parts of this folder throughout the tutorial.
    -## Understanding the Ambiguous Irteraction Restraints +## Understanding the Ambiguous Interaction Restraints -The Ambiguous Irteraction Restraints (AIRs) are crusial to sucessful docking as AIRs should guide docking partners towards each other in the correct conformation. AIRs consist of the residues located in the interface of a complex. +The Ambiguous Interaction Restraints (AIRs) are crucial to successful docking as AIRs should guide docking partners towards the correct conformation. AIRs consist of the residues located in the interface of a complex. -#### Visualisation -Let's visualise residues in the interface of the 3CRO complex using PyMOL. +#### Visualisation of the interface +Let's visualise residues in the interface of the 3CRO using PyMOL. Open `pdbs/3CRO_complex.pdb` in PyMOL and type: -color white, all +color lightorange, all -select interface, (chain A and resi 28+29+30+31+32+34+35, chain C and resi 28+29+30+31+32+34+35, chain B and resi 4+5+6+7+13+14+15+16+17+18+22+23+24+25+32+33+34+35+36) +select interface, (chain A and resi 28+29+30+31+32+34+35, chain C and resi 28+29+30+31+32+34+35, chain B and resi 4+5+6+7+13+14+15+16+17+18+22+23+24+25+31+32+33+34+35+36) color red, interface -Now the residues of the interface are displayed in red. -Let's highlight the same residues on the unbound NRM structure of the protein. +
    + + Now the residues of the interface are displayed in red.expand_more + +
    + +
    +
    +
    + +Let's highlight the same residues on the unbound NRM structure of the protein. Open PyMOL and type: fetch 1ZUG -color white, all +color lightorange, all select region, (resi 28+29+30+31+32+34+35) color red, region + +set all_states, on + How much does the conformation of the interacting region change in the provided ensemble? Is this the most flexible region of the protein?
    - - Answer expand_more - -

    - The conformation of the interacting region does not change in the ensamle, this region is not the most flexible. The most flexible region is the tail of the protein, it appears to not interact with the DNA. -

    + + Answer expand_more + +

    + The conformation of the interacting region does not change in the ensemble, this region is not the most flexible. The most flexible region is the tail of the protein, and it appears to not interact with the DNA. +

    -Let's swithch to the surface representation: +Let's switch to the surface representation of a single model: + +set all_states, off + show surface +
    + + Surface representation of a single model with interface residues highlighted in red.expand_more + +
    + +
    +
    +
    + Can you tell why the residue 33 is excluded from the interface amino acids?
    - - Answer expand_more - -

    - The residue 33 is not solvent accessible, thus it does not belong to the interface. -

    + + Answer expand_more + +

    + The residue 33 is not solvent accessible, thus it does not belong to the interface. You can visualise it by colouring residue 33 in blue, and switching between to the cartoon and surface representations (`sele resi 33`, `color blue, sele`, `show cartoon`, `show surface`) +

    -Repeat the same analysis with the DNA molecule OR1_unbound.pdb using the residues (13+14+15+16+17+18+22+23+24+25) or (4+5+6+7+32+33+34+35+36) as an interface. +Repeat the same analysis with the DNA molecule OR1_unbound.pdb using the residues (13+14+15+16+17+18+22+23+24+25) or (4+5+6+7+31+32+33+34+35+36) as an interface. -_**Note**_ that in the real docking case bound strcuture of a complex is unawaliable. The interface residues could be located using experimental data, knowledge from the literature etc. +_**Note**_ that in the real docking case the bound structure of a complex is unavailable. In this case, the interface residues could be located using experimental data, knowledge from the literature, using computational predictions, etc. -#### Restraints file +#### What’s inside of the restraints file? -The ambiguous interaction restraints are defined in the `ambig_prot_DNA.tbl` file. Let’s have a look at it's first lines: +The ambiguous interaction restraints are defined in the `ambig_prot_dna.tbl` file. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found in the advanced version of the tutorial, [here](link/to/there) todo +Let’s have a look at it's first lines: ```bash assign ( resid 35 and segid C) ( @@ -150,72 +180,270 @@ or ( resid 33 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) ) 2.000 2.000 0.000 ``` -The first line meaning that the residue 35 from the cahin C (protein) should interact either with the residue 32, or with the residue 33 of the cahin B (DNA). Additionally, the subline `(name H3 or name O4 or name C4 or name C5 or name C6 or name C7)` presices the atoms with which the initeraction should occur. +The first line means that the residue 35 from the chain C (protein) should interact either with the residue 32, or with the residue 33 of the chain B (DNA). Additionally, the substring `(name H3 or name O4 or name C4 or name C5 or name C6 or name C7)` precise the atoms with which the interaction should occur. -If at least one pair (residue 35 from chain C; residue 32 from chain B) or (residue 35 from chain C; residue 33 from chain B) are located within 2Å from one another - then this particuar restraint is satisfied. +In other words, if at least one pair or residues (residue 35 from chain C; residue 32 from chain B) or (residue 35 from chain C; residue 33 from chain B) are located within 2Å from one another - then this particular restraint is satisfied. -Check out the list of atoms defined in `ambig_prot_DNA.tbl`. What is their effect on the restraint? <- #todo Which part of the DNA is targeted by defining given set of atoms? +Check out the list of atoms defined in `ambig_prot_DNA.tbl`. Which part of the DNA is targeted by defining a given set of atoms? What is the effect of such restraints onto the docking process? -## Preparing PDB files for docking (optional) +You may notice that not all residues of the protein’s interface are used for the AIRs. This is done to save computational time. + +HADDOCK is not limited to ambiguous restraints, other types, like unambiguous and symmetry restraints can play an important role as well. As mentioned before, Cro is known to function as a symmetrical dimer. This means we should **enforce a pairwise symmetry (C2)** between the two protein monomers. This part will be explained in the “Haddock3 workflow” section of the tutorial. -Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verifiy each input file. -Another important factor is the difference between unbound and bound conformations. The more different these conformations are the more difficult it is to generate correct docking models. +## Preparation of pdb files for the docking (optional) -In this section we will go over the preparation of the protein strcutures. The preparation of the DNA strcuture is out of the score of this tutorial and detailed [todo](here). -Note that the ready-to-dock structures are avaliable in `pdbs`, namely `1ZUG_dimer1.pdb`, `1ZUG_dimer2.pdb` and `OR1_unbound.pdb`. +Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verify each input file. +Another important factor is the difference between unbound and bound conformations. The more different these conformations are, the more difficult it is to generate correct docking models. + +In this section we will go over the preparation of the protein structures. The preparation of the DNA structure is out of the score of this tutorial and detailed [todo](here). +Note that the ready-to-dock structures are available in `pdbs` directory, namely `1ZUG_dimer1.pdb`, `1ZUG_dimer2.pdb` and `OR1_unbound.pdb`. #### Protein structures -An unbound structutre of the protein is avaliable on [https://www.rcsb.org/structure/1ZUG](PDB). We already examined this structutre using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble and remove the disordered tail from it. +An unbound structure of the protein is available on [https://www.rcsb.org/structure/1ZUG](PDB). We already examined this structure using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble, remove the disordered tail from it and use it as an input structure for the docking. -This can be done using `pdb-tools`, a collection of simple scripts hadny to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, a web-server is avaliable as a [https://rascar.science.uu.nl/pdbtools/](web-server). +This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, a web-server is available as a [https://rascar.science.uu.nl/pdbtools/](web-server). -To obtain a singe trimmed structure using command-line version of `pdb-tools` (_**remember to activate a virtual environment for Haddock3 first!**_): +To obtain a single trimmed structure using command-line version of `pdb-tools` (_**remember to activate a virtual environment for Haddock3 first!**_): pdb_fetch 1ZUG | pdb_selmodel -1 | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1ZUG_dimer1.pdb -This sequence of commands: 1/ Downloads given structure in PDB format from the RCSB website; 2/ Extracts the first model from the file; 3/ Removes all HETATM records in the PDB file; 4/ Selects residues by their index (in a range); 5/ Adds TER statement at the end of the cahin. +This sequence of commands: 1/ Downloads given structure in PDB format from the RCSB website; 2/ Extracts the first model from the file; 3/ Removes all HETATM records in the PDB file; 4/ Selects residues by their index (in a range); 5/ Adds TER statement at the end of the chain. -The complex of interest contains 2 copies of the protein. As each molecule given to HADDOCK in a docking scenario must have a unique chain ID and segment ID, we have to change chain ID from A to C and save this as a new strcuture: +The complex of interest contains 2 copies of the protein. As each molecule given to HADDOCK in a docking scenario must have a **unique chain ID and segment ID**, we have to change chain ID from A to C and save this as a new structure (segment ID remains empty for both cases, which is acceptable): pdb_rplchain -A:C 1ZUG_dimer1.pdb > 1ZUG_dimer2.pdb -_**Note**_ that it is possible to perform the docking with an enamble of trimmed conformations. Such ensembe can be obtained using the next command: `pdb_fetch 1ZUG | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1zug_ens.pdb` +_**Note**_ that it is possible to perform the docking with an ensemble of trimmed conformations. Such ensemble can be obtained using the next command: `pdb_fetch 1ZUG | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1zug_ens.pdb` + +## Docking with Haddock3 + +In this section we will discuss specificities of protein-DNA docking in the frame of Haddock3, then create an appropriate Haddock3 workflow, and, lastly, perform analysis of the docking results using experimentally solved structure as a reference. + +#### Specificity of the protein-DNA docking + +Docking a double-stranded DNA requires changing the default values of several parameters to allow for a better mimicking of the conditions under which DNA interactions occur. The following parameters should be modified: +An automatic restraints should be added to maintain an input conformation of the DNA during the refinement: `dnarest_on = true`; +An explicit solvent molecular dynamic refinement should be performed rather that energy minimization refinement: use [mdref] module instead of [emref]; +A dielectric constant should be set to 78, for both sampling and flexible refinement (but not in MD refinement!): `epsilon = 78`; +A relative dielectric constant in Coulomb potential should be fixed (rather than distance-dependant) for both sampling and flexible refinement: `dielec = cdie`; +A weight of the desolvation energy term should be set to 0: `w_desolv = 0`; +A scaling factor for the flexible refinement should be lowered to 4 (from 8) to allow less movement during the refinement: `tadfactor = 4`; +An initial temperature for the final round of flexible refinement should be lowered to 300 (from 1000) to allow less movement during the final refinement stage: `temp_cool3_init = 300`. + +_**Note**_ that Haddock3 distinguishes nucleotides of DNA from nucleotides of RNA based on the naming of the residues in the pdb file. Two letter naming convention starting with ‘D’ is used for the DNA, for example, ‘DA’ defines adenine in DNA, while ‘A’ defines adenine in RNA. Another example is thymine: while ‘DT’ defines it in DNA, the ‘T’ will be removed from any nucleic acid structure. + +#### Haddock3 workflow + +Now that we have all necessary files ready for the docking, along with the several insights into the specificity of the protein-DNA docking - it’s time to create the docking workflow. In this scenario we will adhere to the following, rather straightforward, workflow: rigid body docking, semi-flexible refinement and explicit solvent molecular dynamic (MD) refinement followed by clustering. + +Practically speaking, out workflow consists of the following modules: +topoaa: _Generates the topologies for the CNS engine and build missing atoms_ +rigidbody: _Performs sampling by rigid-body energy minimisation (it0 in Haddock2.x)_ +caprieval: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or reference structure if provided_ +seletop: _Selects X best-scored models from the previous module_ +flexref: _Performs semi-flexible refinement of the interface (it1 in Haddock2.x)_ +caprieval +mdref: _Performs final refinement via explicit solvent MD (itw in Haddock2.X)_ +caprieval +rmsdmatrix: _Calculates of the root mean squared deviation (RMSD) matrix between all the models from the previous module; +clustrmsd: _Takes in input the RMSD matrix calculated in the [rmsdmatrix] and performs a hierarchical clustering procedure on it_ +caprieval +seletopclusts: Selects best-scored models of all clusters + +As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be achieved by adding the following parameters to [rigidbody], [flexref] and [mdref]: + +``` +# Turn on symmetry restraints +sym_on = true +# Define first symmetry partner +c2sym_seg1_1 = 'A' +# Define second symmetry partner +c2sym_seg2_1 = 'C' +# Specify the range of residues that should be taken from the first partner +c2sym_sta1_1 = 4 +c2sym_end1_1 = 64 +# Specify the range of residues that should be taken from the second partner +c2sym_sta2_1 = 4 +c2sym_end2_1 = 64 +``` + +In this definition we omitted the first 3 residues of each protein as they are somewhat flexible. + +Take a look at the tolm configuration file `workflow/protein-dna-basic.cfg`. + Take your time to read the comments and relate parameters of this file to the info of this tutorial: + +{% highlight toml %} +# ==================================================================== +# Protein-DNA basic docking example with: +# 1. Pre-generated ambiguous restraints between protein dimer and DNA partners +# 2. Pairwise (C2) symmetry between the two protein monomers +# ==================================================================== + +# directory in which the docking will be performed +run_dir = "run1" + +# compute mode +mode = "local" +ncores=8 + +# input pdbs of the docking partners +molecules = [ + "pdbs/1ZUG_dimer1.pdb", + "pdbs/OR1_unbound.pdb" + "pdbs/1ZUG_dimer2.pdb" + ] + +# ==================================================================== +# Workflow is defined as a pipeline of modules with specified parameters per module +# ==================================================================== + +[topoaa] + +[rigidbody] +# Cro to OR1 ambiguous restraints + +ambig_fname = "/restraints/ambig_prot_DNA.tbl" +# C2 symmetry +sym_on = true +c2sym_seg1_1 = 'A' +c2sym_seg2_1 = 'C' +c2sym_sta1_1 = 4 +c2sym_sta2_1 = 4 +c2sym_end1_1 = 64 +c2sym_end2_1 = 64 -## Docking with Haddock3 +# constant for the electrostatic energy term +epsilon = 78 -#### Specificity of the protien-DNA docking - -+ epsilon -+ w_desolv -+ dnarest_on -+ dielec -+ tadfactor = 4 -+ temp_cool3_init = 300 +# fix constant in Coulomb potential +dielec = 'cdie' + +# weight of the desolvation energy term +w_desolv = 0 + +[caprieval] +reference_fname = "/pdbs/3CRO_complex.pdb" + +[seletop] + +[flexref] +# to maintain conformation of the DNA with automatic restraints +dnarest_on = true + +# Cro to OR1 ambiguous restraints +ambig_fname = "/trinity/login/arha/tuto/protein-DNA_basic/restraints/ambig_prot_DNA.tbl" + +# C2 symmetry +sym_on = true +c2sym_seg1_1 = 'A' +c2sym_seg2_1 = 'C' +c2sym_sta1_1 = 4 +c2sym_sta2_1 = 4 +c2sym_end1_1 = 64 +c2sym_end2_1 = 64 + +# constant for the electrostatic energy term +epsilon = 78 + +# fix constant in Coulomb potential +dielec = 'cdie' + +# weight of the desolvation energy term +w_desolv = 0 + +# allow less movement during the refinement +tadfactor = 4 +temp_cool3_init = 300 + +[caprieval] +reference_fname = "/pdbs/3CRO_complex.pdb" + +[mdref] +# to maintain conformation of the DNA with automatic restraints +dnarest_on = true + +# Cro to OR1 ambiguous restraints +ambig_fname = "/trinity/login/arha/tuto/protein-DNA_basic/restraints/ambig_prot_DNA.tbl" + +# C2 symmetry +sym_on = true +c2sym_seg1_1 = 'A' +c2sym_seg2_1 = 'C' +c2sym_sta1_1 = 4 +c2sym_sta2_1 = 4 +c2sym_end1_1 = 64 +c2sym_end2_1 = 64 + +# constant for the electrostatic energy term (default value) +epsilon = 1 +w_desolv = 0 +# reduce number of MD steps +watersteps = 750 + +[caprieval] +reference_fname = "/pdbs/3CRO_complex.pdb" + +[rmsdmatrix] +# use all residues of each docking partner to calculate RMSD matrix +resdic_A = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66] +resdic_B = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40] +resdic_C = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66] + +[clustrmsd] +# generate an interactive plot of the clustering results +plot_matrix = true + +[caprieval] +reference_fname = "/pdbs/3CRO_complex.pdb +# ==================================================================== + +{% endhighlight %} + +_**Note**_ that in this example we use relative paths to define input files and output folder. However it is preferable to use the full paths instead. + +This workflow beings with creating topologies for the docking partners. Then we perform rigid body sampling with ambiguous and symmetry restraints - 1000 models are generated. We keep 200 top-ranked models. Then we perform flexible refinement of these models, followed by MD refinement in explicit solvent, still with ambiguous and symmetry restraints. Lastly, we cluster docking models via RMSD - all residues are used to calculate RMSD values - and select 5 top-ranked models of each cluster. The module `caprieval` was added after each step of the procedure to simplify the analysis of the models. This module allows to track rank of a given model throughout the docking process and more. -#### Haddock3 workflow -module-by-module + brief explain what each module doing. -+ symmetry #### Running Haddock3 -Here show just local mode. +In the first section of the configuration file you can see: + +{% highlight toml %} +# compute mode +mode = "local" +ncores=8 +{% endhighlight %} + +Parameter `mode` defines how this workflow will be executed. In this case it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [link?](here). #todo -## Analysis of the docking results +To start the docking you need to **activate your haddock3 environment**, then navigate to the folder with the configuration file `workflow/protein-dna-basic.cfg`, and type: + type one of the following: + +haddock3 protein-dna-basic.cfg > log-protein-dna-basic.out & + + +haddock3 protein-dna-basic.cfg + -+ navigation around I guess... +The first version of this command will run the docking in the background and will save output in the files `log-protein-dna-basic.out`. The second version will run directly in the terminal window and will print output on screen. + +This workflow took X h Y min to complete using 8 CPUs. You can run it and wait for the results, or you can access results of this protocol immediately by navigating to the `run` folder. + +## Analysis of the docking results + ++ navigation around I guess... + explain capri_ss and capri_csv -+ compare with reference -+ ? Visualizing the scores and their components ++ compare with reference ++ ? Visualizing the scores and their components #### Visualisation of the docking models ## Congratulations! You have made it to the end of this basic protein-DNA docking tutorial. We hope it has been illustrative and may help you get started with your own docking projects. -Happy docking! - +Happy docking! \ No newline at end of file From 7e48cb1f8d7c8af0583763960071dc627f8f0195 Mon Sep 17 00:00:00 2001 From: Anna Kravchenko Date: Wed, 14 Aug 2024 17:55:30 +0200 Subject: [PATCH 03/31] done, minus list of todos at the end --- .../HADDOCK3-protein-DNA-basic/index.md | 194 ++++++++++++++---- 1 file changed, 152 insertions(+), 42 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index bcebbc07..181a61f4 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -18,9 +18,13 @@ This tutorial demonstrates a simplified Haddock3 workflow dedicated to predictin basic preparation of the input pdb files; creation of the suitable Haddock3 workflow; basic analysis of the docking results. - Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the advanced tutorial. +Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the advanced tutorial. -Computation within this tutorial should take X hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/ADD_NEW_DATA todo ). +Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/ADD_NEW_DATA todo ). + +This tutorail is an adaptation of the basic protein-DNA docking [tutorial](#todo link) using HADDOCK2.4 webserver. + +This tutorial is an adaptation of Haddock2.4 #### Tutorial test case In this tutorial, we will work with the phage 434 Cro/OR1 complex (PDB: [3CRO](https://www.rcsb.org/structure/3CRO)), formed by bacteriophage 434 Cro repressor proteins and the OR1 operator. @@ -31,7 +35,7 @@ Cro is part of the bacteriophage 434 genetic switch, playing a key role in contr The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallography at 2.5Å. We will use this experimentally solved structure as a reference within the tutorial. Cro is a symmetrical dimer, each subunit contains a helix-turn-helix (HTH), with helices α2 and α3 being separated by a short turn. This is a DNA binding motif that is known to bind major grooves. Helix α3 is the recognition helix that fits into the major groove of the operator DNA and is oriented with its axes parallel to the major groove. The side chains of each helix are thus positioned to interact with the edges of base pairs on the floor of the groove. Non-specific interactions also help to anchor Cro to the DNA. These include H-bonds between main chain NH groups and phosphate oxygens of the DNA in the region of the operator. Cro distorts the normal B-form DNA conformation: the OR1 DNA is bent (curved) by Cro, and the middle region of the operator is overwound, as reflected in the reduced distance between phosphate backbones in the minor groove.
    - +
    Throughout the tutorial, coloured text will be used to refer to questions, instructions, PyMOL and terminal prompts: @@ -62,7 +66,7 @@ wget https://surfdrive.surf.nl/files/index.php/ADD_NEW_LINK -O haddock3-protein- unzip haddock3-protein-dna-basic.zip -Decompressing the file will create the `haddock3-protein-dna-basic` directory with the following subdirectories and items: +Decompressing the file will create the `haddock3-protein-dna-basic` directory with the following subdirectories and items: # todo formatting * `workflow`: - `protein-dna-basic.cfg`, a Haddock configuration file. * `pdbs`: @@ -98,7 +102,7 @@ color red, interface Now the residues of the interface are displayed in red.expand_more
    - +

    @@ -222,40 +226,40 @@ _**Note**_ that it is possible to perform the docking with an ensemble of trimme ## Docking with Haddock3 -In this section we will discuss specificities of protein-DNA docking in the frame of Haddock3, then create an appropriate Haddock3 workflow, and, lastly, perform analysis of the docking results using experimentally solved structure as a reference. +In this section, we will discuss the specifics of protein-DNA docking in the frame of Haddock3. We will then create an appropriate Haddock3 workflow and, finally, perform an analysis of the docking results using the experimentally solved structure as a reference. -#### Specificity of the protein-DNA docking +#### Specifics of the protein-DNA docking -Docking a double-stranded DNA requires changing the default values of several parameters to allow for a better mimicking of the conditions under which DNA interactions occur. The following parameters should be modified: -An automatic restraints should be added to maintain an input conformation of the DNA during the refinement: `dnarest_on = true`; -An explicit solvent molecular dynamic refinement should be performed rather that energy minimization refinement: use [mdref] module instead of [emref]; -A dielectric constant should be set to 78, for both sampling and flexible refinement (but not in MD refinement!): `epsilon = 78`; -A relative dielectric constant in Coulomb potential should be fixed (rather than distance-dependant) for both sampling and flexible refinement: `dielec = cdie`; -A weight of the desolvation energy term should be set to 0: `w_desolv = 0`; -A scaling factor for the flexible refinement should be lowered to 4 (from 8) to allow less movement during the refinement: `tadfactor = 4`; -An initial temperature for the final round of flexible refinement should be lowered to 300 (from 1000) to allow less movement during the final refinement stage: `temp_cool3_init = 300`. +Docking a double-stranded DNA requires adjusting several default parameters to better mimic the conditions under which DNA interactions occur. The following parameters should be modified: +Add an automatic restraint to maintain the input conformation of the DNA during refinement: `dnarest_on = true`; +Perform explicit solvent molecular dynamics refinement instead of energy minimization refinement by using the `[mdref]` module instead of `[emref]`; +Set the dielectric constant to 78 for both sampling and flexible refinement (but not for MD refinement): `epsilon = 78`; +Fix the relative dielectric constant in the Coulomb potential (rather than using a distance-dependent mode) for both sampling and flexible refinement: `dielec = cdie`; +Set the weight of the desolvation energy term to 0: `w_desolv = 0`; +Lower the scaling factor for flexible refinement to 4 (from 8) to allow less movement during the refinement: `tadfactor = 4`; +Lower the initial temperature for the final round of flexible refinement to 300 (from 1000) to allow less movement during the final refinement stage: `temp_cool3_init = 300`. -_**Note**_ that Haddock3 distinguishes nucleotides of DNA from nucleotides of RNA based on the naming of the residues in the pdb file. Two letter naming convention starting with ‘D’ is used for the DNA, for example, ‘DA’ defines adenine in DNA, while ‘A’ defines adenine in RNA. Another example is thymine: while ‘DT’ defines it in DNA, the ‘T’ will be removed from any nucleic acid structure. +_**Note**_ that Haddock3 distinguishes DNA nucleotides from RNA nucleotides based on the residue naming in the PDB file. DNA nucleotides are named with two letters starting with 'D' (e.g., 'DA' for adenine in DNA), while RNA nucleotides use single-letter names (e.g., 'A' for adenine in RNA). #### Haddock3 workflow -Now that we have all necessary files ready for the docking, along with the several insights into the specificity of the protein-DNA docking - it’s time to create the docking workflow. In this scenario we will adhere to the following, rather straightforward, workflow: rigid body docking, semi-flexible refinement and explicit solvent molecular dynamic (MD) refinement followed by clustering. +Now that we have all the necessary files ready for docking, along with several insights into the specifics of protein-DNA docking, it’s time to create the docking workflow. In this scenario, we will adhere to the following straightforward workflow: rigid-body docking, semi-flexible refinement, and explicit solvent molecular dynamics (MD) refinement followed by clustering. -Practically speaking, out workflow consists of the following modules: -topoaa: _Generates the topologies for the CNS engine and build missing atoms_ -rigidbody: _Performs sampling by rigid-body energy minimisation (it0 in Haddock2.x)_ -caprieval: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or reference structure if provided_ +Out workflow consists of the following modules: +topoaa: _Generates the topologies for the CNS engine and builds missing atoms_ +rigidbody: _Performs sampling by rigid-body energy minimization (equivalent to it0 in Haddock2.x)_ +caprieval: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or a provided reference structure_ seletop: _Selects X best-scored models from the previous module_ -flexref: _Performs semi-flexible refinement of the interface (it1 in Haddock2.x)_ +flexref: _Performs semi-flexible refinement of the interface (equivalent to it1 in Haddock2.x)_ caprieval -mdref: _Performs final refinement via explicit solvent MD (itw in Haddock2.X)_ +mdref: _Performs final refinement via explicit solvent MD (equivalent to itw in Haddock2.X)_ caprieval -rmsdmatrix: _Calculates of the root mean squared deviation (RMSD) matrix between all the models from the previous module; -clustrmsd: _Takes in input the RMSD matrix calculated in the [rmsdmatrix] and performs a hierarchical clustering procedure on it_ +rmsdmatrix: _Calculates of the root mean squared deviation (RMSD) matrix between all models from the previous module_ +clustrmsd: _Takes the RMSD matrix calculated in the [rmsdmatrix] module and performs a hierarchical clustering procedure on it_ caprieval -seletopclusts: Selects best-scored models of all clusters +seletopclusts: _Selects X best-scored models of Y clusters_ -As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be achieved by adding the following parameters to [rigidbody], [flexref] and [mdref]: +As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be achieved by adding the following parameters to the `[rigidbody]` , `[flexref]` , and `[mdref]` modules:: ``` # Turn on symmetry restraints @@ -272,10 +276,10 @@ c2sym_sta2_1 = 4 c2sym_end2_1 = 64 ``` -In this definition we omitted the first 3 residues of each protein as they are somewhat flexible. +**Note** that in this definition we omitted the first 3 residues of each protein. Take a look at the tolm configuration file `workflow/protein-dna-basic.cfg`. - Take your time to read the comments and relate parameters of this file to the info of this tutorial: + Take your time to read the comments and relate parameters of this file to the information given above : {% highlight toml %} # ==================================================================== @@ -386,7 +390,7 @@ w_desolv = 0 watersteps = 750 [caprieval] -reference_fname = "/pdbs/3CRO_complex.pdb" +reference_fname = "pdbs/3CRO_complex.pdb" [rmsdmatrix] # use all residues of each docking partner to calculate RMSD matrix @@ -398,17 +402,19 @@ resdic_C = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 2 # generate an interactive plot of the clustering results plot_matrix = true +[seletopclusts] [caprieval] reference_fname = "/pdbs/3CRO_complex.pdb + # ==================================================================== {% endhighlight %} _**Note**_ that in this example we use relative paths to define input files and output folder. However it is preferable to use the full paths instead. -This workflow beings with creating topologies for the docking partners. Then we perform rigid body sampling with ambiguous and symmetry restraints - 1000 models are generated. We keep 200 top-ranked models. Then we perform flexible refinement of these models, followed by MD refinement in explicit solvent, still with ambiguous and symmetry restraints. Lastly, we cluster docking models via RMSD - all residues are used to calculate RMSD values - and select 5 top-ranked models of each cluster. The module `caprieval` was added after each step of the procedure to simplify the analysis of the models. This module allows to track rank of a given model throughout the docking process and more. +This workflow begins by creating topologies for the docking partners. Rigid body sampling is performed with ambiguous and symmetry restraints, generating 1000 models, from which the top 200 are selected. These models then undergo flexible refinement followed by MD refinement in explicit solvent, still maintaining the same ambiguous and symmetry restraints. Finally, docking models are clustered via RMSD, with all residues used to calculate RMSD values. The top 5 models from each cluster are selected. The `caprieval` module is added after each step to simplify model analysis and track the rank of models throughout the docking process. -#### Running Haddock3 +#### Running Haddock3 locally In the first section of the configuration file you can see: @@ -418,7 +424,7 @@ mode = "local" ncores=8 {% endhighlight %} -Parameter `mode` defines how this workflow will be executed. In this case it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [link?](here). #todo +The parameter `mode` defines how this workflow will be executed. In this case, it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [link?](here). #todo To start the docking you need to **activate your haddock3 environment**, then navigate to the folder with the configuration file `workflow/protein-dna-basic.cfg`, and type: type one of the following: @@ -429,21 +435,125 @@ haddock3 protein-dna-basic.cfg > log-protein-dna-basic.out & haddock3 protein-dna-basic.cfg -The first version of this command will run the docking in the background and will save output in the files `log-protein-dna-basic.out`. The second version will run directly in the terminal window and will print output on screen. - -This workflow took X h Y min to complete using 8 CPUs. You can run it and wait for the results, or you can access results of this protocol immediately by navigating to the `run` folder. +The first version of this command will run the docking in the background and will save output in the files `log-protein-dna-basic.out`. The second version will run directly in the terminal window and will print output on the screen. +# todo +This workflow took 1.5 hours to complete using 8 CPUs (. You can run it and wait for the results, or you can access pre-computed results of this protocol immediately by navigating to the `run` directory. ## Analysis of the docking results -+ navigation around I guess... -+ explain capri_ss and capri_csv +Inspect the content of the resulting directory. You will find the various steps of our workflow (modules) numbered sequentially starting at 0: + +{% highlight shell %} +> ls run1/ + 00_topoaa/ + 01_rigidbody/ + 02_caprieval/ + 03_seletop/ + 04_flexref/ + 05_caprieval/ + 06_mdref/ + 07_caprieval/ + 08_rmsdmatrix/ + 09_clustrmsd/ + 10_seletopclusts/ + 11_caprieval/ + analysis/ + data/ + log + traceback/ +{% endhighlight %} + +There are also: +* `log` file, here you can verify execution of each module, and, more importantly, in case the docking run fails, identify the reason for it by reading carefully the error message. At the very bottom of the file you can see the execution time of this docking run; +* `analysis` directory contains information relevant to the result of each `caprieval` step, including various plots to visualise statistics of the results. Here you can find a general report (`report.html`) of the run. This file can be opened in the web browser; +* `data` directory contains input pdbs (not the actual docking models!) and restraints files used within each module; +* `traceback` directory contains the `traceback.tsv` file, which displays the name and rank of each docking model throughout the entire workflow. + +Each sampling/refinement/selection module’s directory contains compressed pdb files of the docking models. For example, `10_seletopclusts` contains 10 top-ranked docking models from each of the 14 clusters. The clusters themselves are numbered based on the average rank of the models within, thus `cluster_1` contains top-ranked models of the run. Information about the origin of each model can be found in `10_seletopclusts/seletopclusts.txt`. + + Open `analysis/report.html` in a web browser. Inspect displayed on the top of the page table with cluster statistics. + + + +Look at the score of the first few clusters: Are they significantly different if you consider their average scores and standard deviations? + +
    + + Answer expand_more + +

    + According to the two-sample t-test, 3 first clusters are significantly different from each other at the 0.05 significance level. #todo +

    +
    + +For this docking case we had access to the experimentally solved structure of the complex, and we provided this structure to the caprieval modules. This means that the interface RMSD, ligand RMSD, Fraction of Common Contacts (FCC) and DockQ statistics report on the quality of the docked model compared to the reference structure. Remember here that higher DockQ and FCC values and lower RMSD values correspond to better models. + + +Look at the DockQ of the clusters: Does the top-ranked cluster has the highest average DockQ? + +
    + + Answer expand_more + +

    +No, Cluster2 nad Cluster5 have the highest average DockQ value (0.26). Cluster 1 has average DockQ of 0.2. #todo +

    +
    + +#### Visualisation of the HADDOCK scores and their components + +Under the cluster statistic table, you can see a variety of plost displaying the HADDOCK score and its components against various metrics (i-RMSD, l-RMSD, FCC, Dock-Q) with a color-coded representation of the clusters. Last rows display plots the cluster statistics - distributions of values per cluster ordered according to their HADDOCK rank. + +These plots are interactive. A menu on the top right, just above the right corner of the last plot in the the first row (you have to position your mouth there for this menu to appear) allows you to zoom in and out in the plots and hide/show clusters on the plots. + + Inspect plots displayed on the top of the page table with cluster statistics. Which of the score components correlates best with the quality of the models? + + +Depending on the docking models, there could be a set of unclustered models. Typically it will be shown in `report.html`. You can see origins of these models in `traceback/traceback.tsv`. -+ compare with reference -+ ? Visualizing the scores and their components #### Visualisation of the docking models +It’s time to visualise some of the docking models. Let’s visualise cluster_1_model_1.pdb, the best-ranked model, cluster_X_model_Y, the model with the lowest i-RMSD (according to the plot x vs y) and reference structure. Please open all these files in PyMOL. `Cluster_1_model_1.pdb` and `cluster_1_model_1.pdb` can be found in `path, reference structure `3CRO_complex.pdb` in `pdbs`. Then type in the PyMOL command line: + + +show cartoon + + + color paleyellow, 3CRO_complex + + +alignto 3CRO_complex + + + +How close there models are to the reference? Did HADDOCK do a good job at ranking docking models? + +
    + + Answer expand_more + +

    +Models are asseptably close to the reference. While the best model is not top-ranked, HADDOCK produces reasonable ranking. +

    +
    + +It could be helpful to examine several top-ranked models of each cluster. This can give you an idea about the diversity of the models within a cluster, as well as the diversity of models coming from the different clusters. + + Compare top-ranked models of the same cluster. Is this cluster well-defined? + + ## Congratulations! -You have made it to the end of this basic protein-DNA docking tutorial. We hope it has been illustrative and may help you get started with your own docking projects. +You have made it to the end of this basic protein-DNA docking tutorial. We hope it has been illustrative and may help you get started with your own docking projects. Check out [advanced version of this tutorial](#todo) to get more insights on protein-DNA docking! + +Happy docking! + + +#todo +1. check all todos in text +2. make zip with data + run +3. Paste correst cfg +4. Add images to analysis +5. Add working links (+ link to report.html) +6. Add correct numbers to analysis -Happy docking! \ No newline at end of file From 4ae0294275ab541365ad79df19c567bcc2821b47 Mon Sep 17 00:00:00 2001 From: Anna Kravchenko Date: Thu, 15 Aug 2024 16:51:28 +0200 Subject: [PATCH 04/31] finished protein-dna-basic-haddock3 --- Gemfile.lock | 145 +++++++++ education/HADDOCK3/.DS_Store | Bin 0 -> 6148 bytes .../HADDOCK3-protein-DNA-basic/.DS_Store | Bin 0 -> 6148 bytes .../CRO-OR1-interface.png | Bin 784181 -> 307009 bytes .../CRO-interface.png | Bin 528984 -> 154002 bytes .../alig_ref_cl1mod1.png | Bin 0 -> 441940 bytes .../alig_ref_cl3mod3.png | Bin 0 -> 475477 bytes .../HADDOCK3-protein-DNA-basic/index.md | 302 ++++++++++-------- .../HADDOCK3-protein-DNA-basic/report.html | 108 +++++++ .../stat_analys_table.png | Bin 0 -> 107361 bytes .../HADDOCK3-protein-DNA-basic/stat_plots.png | Bin 0 -> 155499 bytes 11 files changed, 417 insertions(+), 138 deletions(-) create mode 100644 Gemfile.lock create mode 100644 education/HADDOCK3/.DS_Store create 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z_S1v;*kAQ8ZoeS(cWHh|=>ek!=Bgx_CF$qG1~ATd+JCph4=MZn0i#!sT42DOf7Rw+ zp1;={ej?oCS)g;Tx_kpk@t?bl7|r0n5G(N?ga2dj|IQu%b*_IR{Qt)JKN0@_a!UVG Y_==~UO*6YC`VjCjH8eNC>p92#8@r}TCjbBd literal 0 HcmV?d00001 diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 181a61f4..dffd470e 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -15,32 +15,30 @@ This tutorial consists of the following sections: ## Introduction This tutorial demonstrates a simplified Haddock3 workflow dedicated to predicting the 3D structure of protein-DNA (double-stranded DNA) complexes using pre-defined restraints, derived from the literature, and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges: -basic preparation of the input pdb files; -creation of the suitable Haddock3 workflow; -basic analysis of the docking results. -Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the advanced tutorial. +* basic preparation of the input PDB files; +* creation of the suitable Haddock3 workflow; +* basic analysis of the docking results. -Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/ADD_NEW_DATA todo ). +Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the [advanced tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/). -This tutorail is an adaptation of the basic protein-DNA docking [tutorial](#todo link) using HADDOCK2.4 webserver. +Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/files/index.php/s/5Z1C9UWKgwTpq74). +This tutorail is an adaptation of the basic protein-DNA docking [tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-basic/) using HADDOCK2.4 webserver. -This tutorial is an adaptation of Haddock2.4 - -#### Tutorial test case +### Tutorial test case In this tutorial, we will work with the phage 434 Cro/OR1 complex (PDB: [3CRO](https://www.rcsb.org/structure/3CRO)), formed by bacteriophage 434 Cro repressor proteins and the OR1 operator. Cro is part of the bacteriophage 434 genetic switch, playing a key role in controlling the switch between the lysogenic and lytic cycles of the bacteriophage. It is a *repressor* protein that works in opposition to the phage's repressor cI protein to control the genetic switch. Both repressors compete to gain control over an operator region containing three operators that determine the state of the lytic/lysogenic genetic switch. If Cro prevails, the late genes of the phage will be expressed, resulting in lysis. Conversely, if the cI repressor prevails, the transcription of Cro genes is blocked, and cI repressor synthesis is maintained, resulting in a state of lysogeny. -#### Solved structure of the Cro-OR1 complex +### Solved structure of the Cro-OR1 complex The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallography at 2.5Å. We will use this experimentally solved structure as a reference within the tutorial. Cro is a symmetrical dimer, each subunit contains a helix-turn-helix (HTH), with helices α2 and α3 being separated by a short turn. This is a DNA binding motif that is known to bind major grooves. Helix α3 is the recognition helix that fits into the major groove of the operator DNA and is oriented with its axes parallel to the major groove. The side chains of each helix are thus positioned to interact with the edges of base pairs on the floor of the groove. Non-specific interactions also help to anchor Cro to the DNA. These include H-bonds between main chain NH groups and phosphate oxygens of the DNA in the region of the operator. Cro distorts the normal B-form DNA conformation: the OR1 DNA is bent (curved) by Cro, and the middle region of the operator is overwound, as reflected in the reduced distance between phosphate backbones in the minor groove.

      - +
      Throughout the tutorial, coloured text will be used to refer to questions, instructions, PyMOL and terminal prompts: -This is a question prompt: try answering it! +This is a question prompt: try to answer it! This is an instruction prompt: follow it! This is a PyMOL prompt: write this in the PyMOL command line prompt! This is a Linux prompt: insert the commands in the terminal! @@ -55,28 +53,28 @@ It is always possible that you have questions or run into problems for which you
      ## Software and data setup -For a complete setup of the local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familiarise yourself with the sections '**A brief introduction to HADDOCK3**' and '**Installation**'. +For a complete setup of the local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familiarise yourself with the sections ['**A brief introduction to HADDOCK3**'](https://www.bonvinlab.org/haddock3/intro.html) and ['**Installation**'](https://www.bonvinlab.org/haddock3/INSTALL.html). In this tutorial we will use the PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favourite visualisation software instead, but be aware that instructions here are provided only for PyMOL. Please, download and decompress the tutorial data archive. Move the archive to your working directory of choice and extract it. You can download and unzip this archive directly from the Linux command line: -wget https://surfdrive.surf.nl/files/index.php/ADD_NEW_LINK -O haddock3-protein-dna-basic.zip
      todo +wget https://surfdrive.surf.nl/files/index.php/s/5Z1C9UWKgwTpq74/download -O haddock3-protein-dna-basic.zip
      unzip haddock3-protein-dna-basic.zip
      -Decompressing the file will create the `haddock3-protein-dna-basic` directory with the following subdirectories and items: # todo formatting -* `workflow`: - - `protein-dna-basic.cfg`, a Haddock configuration file. -* `pdbs`: - - `1ZUG.pdb`, a single structure coming from the NMR ensemble (`1ZUG_ensemble.pdb`) with the terminal disordered residues removed; - - `OR1_unbound.pdb`, a structure of the OR1 operator in B-DNA conformation; - - `1ZUG_ensemble.pdb`, an NMR ensemble (10 structures) of the 343 Cro repressor structures; - - `3CRO_complex.pdb`, an X-RAY structure of the sought-for complex, to be used to evaluate the docking poses. +Decompressing the file will create the `haddock3-protein-dna-basic` directory with the following subdirectories and items: +* `protein-dna-basic.cfg`, a Haddock3 configuration file; +* `pdbs`: + * `1ZUG_ensemble.pdb`, an NMR ensemble (10 structures) of the 343 Cro repressor structures; + * `1ZUG_dimer1.pdb`, a single structure coming from the NMR ensemble (`1ZUG_ensemble.pdb`) with the terminal disordered residues removed; + * `1ZUG_dimer2.pdb`, a single structure coming from the NMR ensemble (`1ZUG_ensemble.pdb`) with the terminal disordered residues removed. Differ from `1ZUG_dimer1.pdb` only by chain ID; + * `OR1_unbound.pdb`, a structure of the OR1 operator in B-DNA conformation; + * `3CRO_complex.pdb`, an X-RAY structure of the sought-for complex, to be used to evaluate the docking poses. * `restraints`: - - `ambig_prot_dna.tbl`, a file containing the ambiguous restraints for this docking scenario. -* `run`, a folder with Haddock3 output, produced by the `protein-dna-basic.cfg` workflow. We will navigate relevant parts of this folder throughout the tutorial. + * `ambig_prot_dna.tbl`, a file containing the ambiguous restraints for this docking scenario. +* `saved-run`, a folder with Haddock3 output, produced by the `protein-dna-basic.cfg` workflow. We will navigate relevant parts of this folder throughout the tutorial.
      @@ -84,7 +82,7 @@ Decompressing the file will create the `haddock3-protein-dna-basic` directory wi The Ambiguous Interaction Restraints (AIRs) are crucial to successful docking as AIRs should guide docking partners towards the correct conformation. AIRs consist of the residues located in the interface of a complex. -#### Visualisation of the interface +### Visualisation of the interface Let's visualise residues in the interface of the 3CRO using PyMOL. Open `pdbs/3CRO_complex.pdb` in PyMOL and type: @@ -97,16 +95,16 @@ select interface, (chain A and resi 28+29+30+31+32+34+35, chain C and resi 28+29 color red, interface -
      +
      Now the residues of the interface are displayed in red.expand_more
      - +

      - +
      Let's highlight the same residues on the unbound NRM structure of the protein. Open PyMOL and type: @@ -115,6 +113,7 @@ fetch 1ZUG color lightorange, all + select region, (resi 28+29+30+31+32+34+35) @@ -135,7 +134,7 @@ How much does the conformation of the interacting region change in the provided The conformation of the interacting region does not change in the ensemble, this region is not the most flexible. The most flexible region is the tail of the protein, and it appears to not interact with the DNA.

      - +
      Let's switch to the surface representation of a single model:
      set all_states, off @@ -144,16 +143,16 @@ set all_states, off show surface -
      +
      Surface representation of a single model with interface residues highlighted in red.expand_more
      - +

      - +
      Can you tell why the residue 33 is excluded from the interface amino acids? @@ -162,19 +161,19 @@ Can you tell why the residue 33 is excluded from the interface amino acids? Answer expand_more

      - The residue 33 is not solvent accessible, thus it does not belong to the interface. You can visualise it by colouring residue 33 in blue, and switching between to the cartoon and surface representations (`sele resi 33`, `color blue, sele`, `show cartoon`, `show surface`) + The residue 33 is not solvent accessible, thus it does not belong to the interface. You can visualise it by colouring residue 33 in blue, and switching between to the cartoon and surface representations (sele resi 33; color blue, sele; show cartoon; show surface)

      - +
      Repeat the same analysis with the DNA molecule OR1_unbound.pdb using the residues (13+14+15+16+17+18+22+23+24+25) or (4+5+6+7+31+32+33+34+35+36) as an interface. _**Note**_ that in the real docking case the bound structure of a complex is unavailable. In this case, the interface residues could be located using experimental data, knowledge from the literature, using computational predictions, etc. -#### What’s inside of the restraints file? +### What’s inside of the restraints file? -The ambiguous interaction restraints are defined in the `ambig_prot_dna.tbl` file. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found in the advanced version of the tutorial, [here](link/to/there) todo +The ambiguous interaction restraints are defined in the `ambig_prot_dna.tbl` file. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found in the advanced version of the tutorial, [here](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#available-data). Let’s have a look at it's first lines: ```bash assign ( resid 35 and segid C) @@ -189,28 +188,32 @@ The first line means that the residue 35 from the chain C (protein) should inter In other words, if at least one pair or residues (residue 35 from chain C; residue 32 from chain B) or (residue 35 from chain C; residue 33 from chain B) are located within 2Å from one another - then this particular restraint is satisfied. -Check out the list of atoms defined in `ambig_prot_DNA.tbl`. Which part of the DNA is targeted by defining a given set of atoms? What is the effect of such restraints onto the docking process? +Check out the list of atoms defined in 'ambig_prot_DNA.tbl'. Which part of the DNA is targeted by defining a given set of atoms? What is the effect of such restraints onto the docking process? You may notice that not all residues of the protein’s interface are used for the AIRs. This is done to save computational time. HADDOCK is not limited to ambiguous restraints, other types, like unambiguous and symmetry restraints can play an important role as well. As mentioned before, Cro is known to function as a symmetrical dimer. This means we should **enforce a pairwise symmetry (C2)** between the two protein monomers. This part will be explained in the “Haddock3 workflow” section of the tutorial. -## Preparation of pdb files for the docking (optional) +
      + +## Preparation of PDB files for the docking (optional) Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verify each input file. Another important factor is the difference between unbound and bound conformations. The more different these conformations are, the more difficult it is to generate correct docking models. -In this section we will go over the preparation of the protein structures. The preparation of the DNA structure is out of the score of this tutorial and detailed [todo](here). -Note that the ready-to-dock structures are available in `pdbs` directory, namely `1ZUG_dimer1.pdb`, `1ZUG_dimer2.pdb` and `OR1_unbound.pdb`. +In this section we will go over the preparation of the protein structures. The preparation of the DNA structure is out of the score of this tutorial and detailed [here](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#preparing-pdb-coordinate-files-for-the-or1-operator). + +Ready-to-dock structures are available in `pdbs` directory, namely `1ZUG_dimer1.pdb`, `1ZUG_dimer2.pdb` and `OR1_unbound.pdb`. -#### Protein structures +### Protein structures -An unbound structure of the protein is available on [https://www.rcsb.org/structure/1ZUG](PDB). We already examined this structure using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble, remove the disordered tail from it and use it as an input structure for the docking. +An unbound structure of the protein is available on [PDB](https://www.rcsb.org/structure/1ZUG). We already examined this structure using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble, remove the disordered tail from it and use it as an input structure for the docking. -This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, a web-server is available as a [https://rascar.science.uu.nl/pdbtools/](web-server). +This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, a web-server is available as a [web-server](https://rascar.science.uu.nl/pdbtools/). -To obtain a single trimmed structure using command-line version of `pdb-tools` (_**remember to activate a virtual environment for Haddock3 first!**_): +To obtain a single trimmed structure using command-line version of `pdb-tools` _**remember to activate a virtual environment for Haddock3 first**_. +The following command will override existing file with the name `1ZUG_dimer1.pdb` - consider executing it outside of `pdbs/`: pdb_fetch 1ZUG | pdb_selmodel -1 | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1ZUG_dimer1.pdb @@ -224,42 +227,44 @@ pdb_rplchain -A:C 1ZUG_dimer1.pdb > 1ZUG_dimer2.pdb _**Note**_ that it is possible to perform the docking with an ensemble of trimmed conformations. Such ensemble can be obtained using the next command: `pdb_fetch 1ZUG | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1zug_ens.pdb` +
      + ## Docking with Haddock3 In this section, we will discuss the specifics of protein-DNA docking in the frame of Haddock3. We will then create an appropriate Haddock3 workflow and, finally, perform an analysis of the docking results using the experimentally solved structure as a reference. -#### Specifics of the protein-DNA docking +### Specifics of the protein-DNA docking Docking a double-stranded DNA requires adjusting several default parameters to better mimic the conditions under which DNA interactions occur. The following parameters should be modified: -Add an automatic restraint to maintain the input conformation of the DNA during refinement: `dnarest_on = true`; -Perform explicit solvent molecular dynamics refinement instead of energy minimization refinement by using the `[mdref]` module instead of `[emref]`; -Set the dielectric constant to 78 for both sampling and flexible refinement (but not for MD refinement): `epsilon = 78`; -Fix the relative dielectric constant in the Coulomb potential (rather than using a distance-dependent mode) for both sampling and flexible refinement: `dielec = cdie`; -Set the weight of the desolvation energy term to 0: `w_desolv = 0`; -Lower the scaling factor for flexible refinement to 4 (from 8) to allow less movement during the refinement: `tadfactor = 4`; -Lower the initial temperature for the final round of flexible refinement to 300 (from 1000) to allow less movement during the final refinement stage: `temp_cool3_init = 300`. +* Add an automatic restraint to maintain the input conformation of the DNA during refinement: `dnarest_on = true`; +* Perform explicit solvent molecular dynamics refinement instead of energy minimization refinement by using the `[mdref]` module instead of `[emref]`; +* Set the dielectric constant to 78 for both sampling and flexible refinement (but not for MD refinement): `epsilon = 78`; +* Fix the relative dielectric constant in the Coulomb potential (rather than using a distance-dependent mode) for both sampling and flexible refinement: `dielec = cdie`; +* Set the weight of the desolvation energy term to 0: `w_desolv = 0`; +* Lower the scaling factor for flexible refinement to 4 (from 8) to allow less movement during the refinement: `tadfactor = 4`; +* Lower the initial temperature for the final round of flexible refinement to 300 (from 1000) to allow less movement during the final refinement stage: `temp_cool3_init = 300`. _**Note**_ that Haddock3 distinguishes DNA nucleotides from RNA nucleotides based on the residue naming in the PDB file. DNA nucleotides are named with two letters starting with 'D' (e.g., 'DA' for adenine in DNA), while RNA nucleotides use single-letter names (e.g., 'A' for adenine in RNA). -#### Haddock3 workflow +### Haddock3 workflow Now that we have all the necessary files ready for docking, along with several insights into the specifics of protein-DNA docking, it’s time to create the docking workflow. In this scenario, we will adhere to the following straightforward workflow: rigid-body docking, semi-flexible refinement, and explicit solvent molecular dynamics (MD) refinement followed by clustering. Out workflow consists of the following modules: -topoaa: _Generates the topologies for the CNS engine and builds missing atoms_ -rigidbody: _Performs sampling by rigid-body energy minimization (equivalent to it0 in Haddock2.x)_ -caprieval: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or a provided reference structure_ -seletop: _Selects X best-scored models from the previous module_ -flexref: _Performs semi-flexible refinement of the interface (equivalent to it1 in Haddock2.x)_ -caprieval -mdref: _Performs final refinement via explicit solvent MD (equivalent to itw in Haddock2.X)_ -caprieval -rmsdmatrix: _Calculates of the root mean squared deviation (RMSD) matrix between all models from the previous module_ -clustrmsd: _Takes the RMSD matrix calculated in the [rmsdmatrix] module and performs a hierarchical clustering procedure on it_ -caprieval -seletopclusts: _Selects X best-scored models of Y clusters_ - -As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be achieved by adding the following parameters to the `[rigidbody]` , `[flexref]` , and `[mdref]` modules:: +* **topoaa**: _Generates the topologies for the CNS engine and builds missing atoms;_ +* **rigidbody**: _Performs sampling by rigid-body energy minimization (equivalent to it0 in Haddock2.x);_ +* **caprieval**: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or a provided reference structure;_ +* **seletop**: _Selects X best-scored models from the previous module;_ +* **flexref**: _Performs semi-flexible refinement of the interface (equivalent to it1 in Haddock2.x);_ +* **caprieval** +* **mdref**: _Performs final refinement via explicit solvent MD (equivalent to itw in Haddock2.X);_ +* **caprieval** +* **rmsdmatrix**: _Calculates of the root mean squared deviation (RMSD) matrix between all models from the previous module;_ +* **clustrmsd**: _Takes the RMSD matrix calculated in the [rmsdmatrix] module and performs a hierarchical clustering procedure on it;_ +* **caprieval** +* **seletopclusts**: _Selects X best-scored models of Y clusters._ + +As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be achieved by adding the following parameters to the `[rigidbody]` , `[flexref]` , and `[mdref]` modules: ``` # Turn on symmetry restraints @@ -278,27 +283,29 @@ c2sym_end2_1 = 64 **Note** that in this definition we omitted the first 3 residues of each protein. -Take a look at the tolm configuration file `workflow/protein-dna-basic.cfg`. - Take your time to read the comments and relate parameters of this file to the information given above : +Take a look at the tolm configuration file `protein-dna-basic.cfg`. + + Take your time to read the comments and relate parameters of this file to the information given above: {% highlight toml %} # ==================================================================== # Protein-DNA basic docking example with: # 1. Pre-generated ambiguous restraints between protein dimer and DNA partners # 2. Pairwise (C2) symmetry between the two protein monomers +# 3. Specific to double-stranded DNA-protein docking parameters # ==================================================================== # directory in which the docking will be performed -run_dir = "run1" +run_dir = "run" # compute mode mode = "local" ncores=8 -# input pdbs of the docking partners +# input PDBs of the docking partners molecules = [ "pdbs/1ZUG_dimer1.pdb", - "pdbs/OR1_unbound.pdb" + "pdbs/OR1_unbound.pdb", "pdbs/1ZUG_dimer2.pdb" ] @@ -310,8 +317,7 @@ molecules = [ [rigidbody] # Cro to OR1 ambiguous restraints - -ambig_fname = "/restraints/ambig_prot_DNA.tbl" +ambig_fname = "restraints/ambig_prot_DNA.tbl" # C2 symmetry sym_on = true c2sym_seg1_1 = 'A' @@ -320,28 +326,23 @@ c2sym_sta1_1 = 4 c2sym_sta2_1 = 4 c2sym_end1_1 = 64 c2sym_end2_1 = 64 - # constant for the electrostatic energy term epsilon = 78 - # fix constant in Coulomb potential dielec = 'cdie' - # weight of the desolvation energy term w_desolv = 0 [caprieval] -reference_fname = "/pdbs/3CRO_complex.pdb" +reference_fname = "pdbs/3CRO_complex.pdb" [seletop] [flexref] # to maintain conformation of the DNA with automatic restraints dnarest_on = true - # Cro to OR1 ambiguous restraints -ambig_fname = "/trinity/login/arha/tuto/protein-DNA_basic/restraints/ambig_prot_DNA.tbl" - +ambig_fname = "restraints/ambig_prot_DNA.tbl" # C2 symmetry sym_on = true c2sym_seg1_1 = 'A' @@ -350,30 +351,24 @@ c2sym_sta1_1 = 4 c2sym_sta2_1 = 4 c2sym_end1_1 = 64 c2sym_end2_1 = 64 - # constant for the electrostatic energy term epsilon = 78 - # fix constant in Coulomb potential dielec = 'cdie' - # weight of the desolvation energy term w_desolv = 0 - # allow less movement during the refinement tadfactor = 4 temp_cool3_init = 300 [caprieval] -reference_fname = "/pdbs/3CRO_complex.pdb" +reference_fname = "pdbs/3CRO_complex.pdb" [mdref] # to maintain conformation of the DNA with automatic restraints dnarest_on = true - # Cro to OR1 ambiguous restraints -ambig_fname = "/trinity/login/arha/tuto/protein-DNA_basic/restraints/ambig_prot_DNA.tbl" - +ambig_fname = "restraints/ambig_prot_DNA.tbl" # C2 symmetry sym_on = true c2sym_seg1_1 = 'A' @@ -382,18 +377,17 @@ c2sym_sta1_1 = 4 c2sym_sta2_1 = 4 c2sym_end1_1 = 64 c2sym_end2_1 = 64 - # constant for the electrostatic energy term (default value) epsilon = 1 w_desolv = 0 -# reduce number of MD steps +# reduce the number of MD steps watersteps = 750 [caprieval] reference_fname = "pdbs/3CRO_complex.pdb" [rmsdmatrix] -# use all residues of each docking partner to calculate RMSD matrix +# use all residues of each docking partner to calculate the RMSD matrix resdic_A = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66] resdic_B = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40] resdic_C = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66] @@ -403,8 +397,9 @@ resdic_C = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 2 plot_matrix = true [seletopclusts] + [caprieval] -reference_fname = "/pdbs/3CRO_complex.pdb +reference_fname = "pdbs/3CRO_complex.pdb" # ==================================================================== @@ -414,7 +409,7 @@ _**Note**_ that in this example we use relative paths to define input files and This workflow begins by creating topologies for the docking partners. Rigid body sampling is performed with ambiguous and symmetry restraints, generating 1000 models, from which the top 200 are selected. These models then undergo flexible refinement followed by MD refinement in explicit solvent, still maintaining the same ambiguous and symmetry restraints. Finally, docking models are clustered via RMSD, with all residues used to calculate RMSD values. The top 5 models from each cluster are selected. The `caprieval` module is added after each step to simplify model analysis and track the rank of models throughout the docking process. -#### Running Haddock3 locally +### Running Haddock3 locally In the first section of the configuration file you can see: @@ -424,27 +419,30 @@ mode = "local" ncores=8 {% endhighlight %} -The parameter `mode` defines how this workflow will be executed. In this case, it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [link?](here). #todo +The parameter `mode` defines how this workflow will be executed. In this case, it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [here](https://www.bonvinlab.org/education/HADDOCK3/HADDOCK3-antibody-antigen-bioexcel2023/#local-execution). -To start the docking you need to **activate your haddock3 environment**, then navigate to the folder with the configuration file `workflow/protein-dna-basic.cfg`, and type: - type one of the following: +To start the docking you need to **activate your haddock3 environment**, then navigate to the folder `haddock3-protein-dna-basic` with the configuration file `protein-dna-basic.cfg`, and type one of the following: haddock3 protein-dna-basic.cfg > log-protein-dna-basic.out & +or haddock3 protein-dna-basic.cfg -The first version of this command will run the docking in the background and will save output in the files `log-protein-dna-basic.out`. The second version will run directly in the terminal window and will print output on the screen. -# todo -This workflow took 1.5 hours to complete using 8 CPUs (. You can run it and wait for the results, or you can access pre-computed results of this protocol immediately by navigating to the `run` directory. +The first version of this command will run the docking in the background and will save output in the file `log-protein-dna-basic.out`, i.e. you will be able to close the terminal window without terminating the docking. The second version will run directly in the terminal window and will print output on the screen, so you will have to leave the terminal window open while Haddock3 is running. + +This workflow took 1.5 hours to complete using 8 CPUs (on an Apple M3 laptop). You can run it and wait for the results, or you can access pre-computed results of this protocol immediately by navigating to the `precomputed` directory. + +
      ## Analysis of the docking results -Inspect the content of the resulting directory. You will find the various steps of our workflow (modules) numbered sequentially starting at 0: +Let's get acquainted with the contents of the resulting directory - take a look inside. +You will find that the various steps of our workflow (modules) are numbered sequentially, starting at 0: {% highlight shell %} -> ls run1/ +> ls precomputed/ 00_topoaa/ 01_rigidbody/ 02_caprieval/ @@ -463,30 +461,42 @@ Inspect the content of the resulting directory. You will find the various steps traceback/ {% endhighlight %} -There are also: -* `log` file, here you can verify execution of each module, and, more importantly, in case the docking run fails, identify the reason for it by reading carefully the error message. At the very bottom of the file you can see the execution time of this docking run; -* `analysis` directory contains information relevant to the result of each `caprieval` step, including various plots to visualise statistics of the results. Here you can find a general report (`report.html`) of the run. This file can be opened in the web browser; -* `data` directory contains input pdbs (not the actual docking models!) and restraints files used within each module; -* `traceback` directory contains the `traceback.tsv` file, which displays the name and rank of each docking model throughout the entire workflow. +Additionally, you will find the following directories and files: +* `log` file: This file allows you to verify the execution of each module. More importantly, if the docking run fails, you can identify the cause by carefully reading the error messages. Also, at the very bottom of the file, you can see the total execution time of the docking run; +* `analysis` directory: Contains information relevant to the results of each caprieval step, including file `report.html` with thee table containing limited number of the top-ranked models/clusters and various plots to visualise statistics of the results; +* `data` directory: Stores input PDB files (not the actual docking models) and restraints files used in each module; +* `traceback` directory: Contains the `traceback.tsv` file, which tracks the name and rank of each docking model throughout the entire workflow. Handy, if you want to see how the model's rank evolved step-by-step. -Each sampling/refinement/selection module’s directory contains compressed pdb files of the docking models. For example, `10_seletopclusts` contains 10 top-ranked docking models from each of the 14 clusters. The clusters themselves are numbered based on the average rank of the models within, thus `cluster_1` contains top-ranked models of the run. Information about the origin of each model can be found in `10_seletopclusts/seletopclusts.txt`. +Each sampling, refinement, or selection module's directory contains compressed PDB files of the docking models. For example, `10_seletopclusts` contains the top-ranked docking models from each of the 9 clusters. Clusters are numbered based on the average rank of the models within them, so cluster_1 contains the top-ranked models of the entire run. Information about the origin of each model can be found in `10_seletopclusts/seletopclusts.txt`, as well as in `traceback/traceback.tsv`. - Open `analysis/report.html` in a web browser. Inspect displayed on the top of the page table with cluster statistics. +One of the ways to analyse the docking results is to examine file(s) `analysis/XX_caprieval_analysis/report.html`. Depending on the positionning of the given caprieval module, `report.html` will display information about the models at the different stages of the workflow. For example, `11_caprieval_analysis/report.html` contains statictis related of the clusters, while `02_caprieval_analysis/report.html` contains statictis related to the models generated during the rigid body sampling stage. +Caprieval, executed after clustering - in this case `11_caprieval` - enables a comprehensive evaluation of the docking results from a broad perspective. + + Open 'analysis/11_caprieval_analysis/report.html' in a web browser by typing "open report.html" in the command line. Once the report is displayed, locate the table with cluster statistics at the top of the page. You can sort the columns in ascending or descending order by clicking the arrow icon on the right side of each column header. +Here is a scheenshot of the top-left cornet of the table in `11_caprieval_analysis/report.htm`: + +
      + +
      + +You can also access this file [here](/education/HADDOCK3/HADDOCK3-protein-dna-basic/report.html). + -Look at the score of the first few clusters: Are they significantly different if you consider their average scores and standard deviations? +Look at the "HADDOCK score" row of the first 3 clusters: Are they significantly different if you consider the average scores, standard deviations and cluster size?
      Answer expand_more

      - According to the two-sample t-test, 3 first clusters are significantly different from each other at the 0.05 significance level. #todo + According to the two-sample t-test, there is a significant difference between cluster_1 and cluster_2, as well as between cluster_1 and cluster_3. However, there is no significant difference between cluster_2 and cluster_3.

      - -For this docking case we had access to the experimentally solved structure of the complex, and we provided this structure to the caprieval modules. This means that the interface RMSD, ligand RMSD, Fraction of Common Contacts (FCC) and DockQ statistics report on the quality of the docked model compared to the reference structure. Remember here that higher DockQ and FCC values and lower RMSD values correspond to better models. +
      +In this docking case, we had access to the experimentally solved structure of the complex, which we provided to all caprieval modules. As a result, the interface RMSD (i-RMSD), ligand RMSD (l-RMSD), Fraction of Common Contacts (FCC), and DockQ statistics reflect the quality of the docked model in comparison to the reference structure. +Remember that higher DockQ and FCC values, along with lower RMSD values, indicate better model quality. Look at the DockQ of the clusters: Does the top-ranked cluster has the highest average DockQ? @@ -496,64 +506,80 @@ Look at the DockQ of the clusters: Does the top-ranked cluster has the highest a Answer expand_more

      -No, Cluster2 nad Cluster5 have the highest average DockQ value (0.26). Cluster 1 has average DockQ of 0.2. #todo +Yes, cluster_1 has the highest average DockQ. However, cluster_3 has the same DockQ.

      +
      +_**Note**_ that if no reference structure is provided to the caprieval module, all statistics are calculated relative to the top-ranked docking model. However, keep in mind that the top-ranked model may not necessarily represent the true solution. -#### Visualisation of the HADDOCK scores and their components +### Visualisation of the HADDOCK scores and their components -Under the cluster statistic table, you can see a variety of plost displaying the HADDOCK score and its components against various metrics (i-RMSD, l-RMSD, FCC, Dock-Q) with a color-coded representation of the clusters. Last rows display plots the cluster statistics - distributions of values per cluster ordered according to their HADDOCK rank. +Below the cluster statistics table, you'll find a series of plots displaying the HADDOCK score and its components against various metrics (i-RMSD, l-RMSD, FCC, DockQ), with clusters represented using color coding. The last rows show plots of cluster statistics, i.e. distributions of values per cluster, ordered by their HADDOCK rank. -These plots are interactive. A menu on the top right, just above the right corner of the last plot in the the first row (you have to position your mouth there for this menu to appear) allows you to zoom in and out in the plots and hide/show clusters on the plots. +These plots are interactive. A menu will appear at the top right, just above the last plot in the first row, when you hover your mouse over it. This menu allows you to zoom in and out of the plots and toggle the visibility of clusters. -
      Inspect plots displayed on the top of the page table with cluster statistics. Which of the score components correlates best with the quality of the models? +
      + +
      + +
      Inspect the plots. Which of the score components correlates best with the quality of the models? -Depending on the docking models, there could be a set of unclustered models. Typically it will be shown in `report.html`. You can see origins of these models in `traceback/traceback.tsv`. +Depending on the docking models, there could be a set of unclustered models. It will be explisitely shown in `report.html` as 'other'. You can see the origins of these models in `traceback/traceback.tsv`. -#### Visualisation of the docking models +### Visualisation of the docking models -It’s time to visualise some of the docking models. Let’s visualise cluster_1_model_1.pdb, the best-ranked model, cluster_X_model_Y, the model with the lowest i-RMSD (according to the plot x vs y) and reference structure. Please open all these files in PyMOL. `Cluster_1_model_1.pdb` and `cluster_1_model_1.pdb` can be found in `path, reference structure `3CRO_complex.pdb` in `pdbs`. Then type in the PyMOL command line: +It's time to visualise some of the docking models. Let's take a look at `cluster_1_model_1.pdb`, the best-ranked model; `cluster_3_model_3.pdb`, the model with the lowest i-RMSD (as shown in the plot "HADDOCK score vs i-RMSD"); and the reference structure `3CRO_complex.pdb`. Please open all these files in PyMOL (it can display compressed PDB files). You can find the first two files in `10_seletopclusts`, and the reference structure in `pdbs`. Then, in the PyMOL command line, type: show cartoon - color paleyellow, 3CRO_complex +color paleyellow, 3CRO_complex alignto 3CRO_complex +
      + + See the overlay of the top ranked model onto the reference structure.expand_more + +

      Reference structure is displyed in yellow; cluster_1_model_1 in green; cluster_3_model_3 in blue.

      +
      +
      + Image 1 +
      +
      + Image 2 +
      +
      +
      +
      +
      + -How close there models are to the reference? Did HADDOCK do a good job at ranking docking models? +How close are these models to the reference? Did HADDOCK do a good job at ranking the docking models?
      Answer expand_more

      -Models are asseptably close to the reference. While the best model is not top-ranked, HADDOCK produces reasonable ranking. +The models are acceptably close to the reference. Although the best model may not be top-ranked one, HADDOCK produces a reasonable ranking.

      +
      +It may be helpful to examine several top-ranked models from each cluster. This can give you insight into the diversity of the models within a cluster, as well as the diversity of models across different clusters. -It could be helpful to examine several top-ranked models of each cluster. This can give you an idea about the diversity of the models within a cluster, as well as the diversity of models coming from the different clusters. - - Compare top-ranked models of the same cluster. Is this cluster well-defined? + Compare the top-ranked models within the same cluster. Are the top models from each cluster close to the reference structure? -## Congratulations! - -You have made it to the end of this basic protein-DNA docking tutorial. We hope it has been illustrative and may help you get started with your own docking projects. Check out [advanced version of this tutorial](#todo) to get more insights on protein-DNA docking! +
      -Happy docking! +## Congratulations! -#todo -1. check all todos in text -2. make zip with data + run -3. Paste correst cfg -4. Add images to analysis -5. Add working links (+ link to report.html) -6. Add correct numbers to analysis +You've reached the end of this basic protein-DNA docking tutorial. We hope it has been informative and helps you get started with your own docking projects. Check out the advanced version of this tutorial ([currently awaliable only for Haddock2.4 server](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/)) for deeper insights into protein-DNA docking! +Happy docking! \ No newline at end of file diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/report.html b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/report.html new file mode 100644 index 00000000..3fbbd63e --- /dev/null +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/report.html @@ -0,0 +1,108 @@ +Analysis report of step 11_caprieval

      Analysis report of step 11_caprieval

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P1o}yc$O@MW>iYeEtdm-h literal 0 HcmV?d00001 From e8a6a8dc7db9bd8a0d9dd2219e7c3c120ca3745b Mon Sep 17 00:00:00 2001 From: Anna Kravchenko Date: Thu, 15 Aug 2024 16:56:50 +0200 Subject: [PATCH 05/31] added to haddock3 tutorial page --- education/HADDOCK3/index.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/education/HADDOCK3/index.md b/education/HADDOCK3/index.md index 7a508f04..5d04a61b 100644 --- a/education/HADDOCK3/index.md +++ b/education/HADDOCK3/index.md @@ -25,3 +25,9 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev This tutorial demonstrates the use of HADDOCK3 for predicting the structure of an antibody-antigen complex using information about the hypervariable loops of the antibody and a loose definition of the epitope determined through NMR experiments. As HADDOCK3 only exists as a command line version, this tutorial does require some basic Linux expertise. + +* [**HADDOCK3 basic protein-DNA docking tutorial**](/education/HADDOCK3/HADDOCK3-protein-DNA-basic): + This tutorial demonstrates the use of HADDOCK3 for predicting the structure of a protein-DNA complex in which two protein units + bind to the double-stranded DNA in a symmetrical manner (3CRO). Next to provided ambiguous restraints to drive the docking symmetry + restraints are defined to enforce symmetrical protein binding. As HADDOCK3 only exists as a command line version, this tutorial does + require some basic Linux expertise. \ No newline at end of file From a9620380584384bc7a573293aa14863bcbc8636f Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:08:20 +0200 Subject: [PATCH 06/31] Update education/HADDOCK3/index.md minor correction Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/index.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/education/HADDOCK3/index.md b/education/HADDOCK3/index.md index 5d04a61b..b19c685b 100644 --- a/education/HADDOCK3/index.md +++ b/education/HADDOCK3/index.md @@ -26,8 +26,7 @@ _Note that HADDOCK3 is still in heavy development and as such the software is ev about the hypervariable loops of the antibody and a loose definition of the epitope determined through NMR experiments. As HADDOCK3 only exists as a command line version, this tutorial does require some basic Linux expertise. -* [**HADDOCK3 basic protein-DNA docking tutorial**](/education/HADDOCK3/HADDOCK3-protein-DNA-basic): - This tutorial demonstrates the use of HADDOCK3 for predicting the structure of a protein-DNA complex in which two protein units - bind to the double-stranded DNA in a symmetrical manner (3CRO). Next to provided ambiguous restraints to drive the docking symmetry - restraints are defined to enforce symmetrical protein binding. As HADDOCK3 only exists as a command line version, this tutorial does - require some basic Linux expertise. \ No newline at end of file +* [**Haddock3 basic protein-DNA docking tutorial**](/education/HADDOCK3/HADDOCK3-protein-DNA-basic): + This tutorial demonstrates the use of Haddock3 for predicting the structure of a protein-DNA complex in which two protein units bind to the double-stranded DNA in a symmetrical manner (reference structure [3CRO](https://www.rcsb.org/structure/3CRO)). + In addition to provided ambiguous restraints used to drive the docking, symmetry restraints are also defined to enforce symmetrical binding to the protein. + This tutorial is using a local version of Haddock3, and therefore requires the use of a terminal and some basic command line expertise. \ No newline at end of file From 2cb858f4bd2445c5193796236cdff8a8e373bc12 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:09:31 +0200 Subject: [PATCH 07/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md formatting Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index dffd470e..018ead45 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -83,6 +83,7 @@ Decompressing the file will create the `haddock3-protein-dna-basic` directory wi The Ambiguous Interaction Restraints (AIRs) are crucial to successful docking as AIRs should guide docking partners towards the correct conformation. AIRs consist of the residues located in the interface of a complex. ### Visualisation of the interface + Let's visualise residues in the interface of the 3CRO using PyMOL. Open `pdbs/3CRO_complex.pdb` in PyMOL and type: From 6bbd8b285aa92a050516ff8ee6105a2f4da8e53d Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:09:42 +0200 Subject: [PATCH 08/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md formatting Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 018ead45..a2bf2aef 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -25,6 +25,7 @@ Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial d This tutorail is an adaptation of the basic protein-DNA docking [tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-basic/) using HADDOCK2.4 webserver. ### Tutorial test case + In this tutorial, we will work with the phage 434 Cro/OR1 complex (PDB: [3CRO](https://www.rcsb.org/structure/3CRO)), formed by bacteriophage 434 Cro repressor proteins and the OR1 operator. Cro is part of the bacteriophage 434 genetic switch, playing a key role in controlling the switch between the lysogenic and lytic cycles of the bacteriophage. It is a *repressor* protein that works in opposition to the phage's repressor cI protein to control the genetic switch. Both repressors compete to gain control over an operator region containing three operators that determine the state of the lytic/lysogenic genetic switch. If Cro prevails, the late genes of the phage will be expressed, resulting in lysis. Conversely, if the cI repressor prevails, the transcription of Cro genes is blocked, and cI repressor synthesis is maintained, resulting in a state of lysogeny. From 266d41d5bd5046ea6aa2172f4b3b46b54e71188b Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:09:58 +0200 Subject: [PATCH 09/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md formatting Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index a2bf2aef..f1e69641 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -14,6 +14,7 @@ This tutorial consists of the following sections:


      ## Introduction + This tutorial demonstrates a simplified Haddock3 workflow dedicated to predicting the 3D structure of protein-DNA (double-stranded DNA) complexes using pre-defined restraints, derived from the literature, and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges: * basic preparation of the input PDB files; * creation of the suitable Haddock3 workflow; From f7138287a5002e03bb5a9096bcce192785eb9498 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:10:26 +0200 Subject: [PATCH 10/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md formatting Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index f1e69641..34efe43b 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -32,6 +32,7 @@ In this tutorial, we will work with the phage 434 Cro/OR1 complex (PDB: [3CRO](h Cro is part of the bacteriophage 434 genetic switch, playing a key role in controlling the switch between the lysogenic and lytic cycles of the bacteriophage. It is a *repressor* protein that works in opposition to the phage's repressor cI protein to control the genetic switch. Both repressors compete to gain control over an operator region containing three operators that determine the state of the lytic/lysogenic genetic switch. If Cro prevails, the late genes of the phage will be expressed, resulting in lysis. Conversely, if the cI repressor prevails, the transcription of Cro genes is blocked, and cI repressor synthesis is maintained, resulting in a state of lysogeny. ### Solved structure of the Cro-OR1 complex + The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallography at 2.5Å. We will use this experimentally solved structure as a reference within the tutorial. Cro is a symmetrical dimer, each subunit contains a helix-turn-helix (HTH), with helices α2 and α3 being separated by a short turn. This is a DNA binding motif that is known to bind major grooves. Helix α3 is the recognition helix that fits into the major groove of the operator DNA and is oriented with its axes parallel to the major groove. The side chains of each helix are thus positioned to interact with the edges of base pairs on the floor of the groove. Non-specific interactions also help to anchor Cro to the DNA. These include H-bonds between main chain NH groups and phosphate oxygens of the DNA in the region of the operator. Cro distorts the normal B-form DNA conformation: the OR1 DNA is bent (curved) by Cro, and the middle region of the operator is overwound, as reflected in the reduced distance between phosphate backbones in the minor groove.
      From 424f324ad2c878d8614fabc918d13f167e6b1ef1 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:10:36 +0200 Subject: [PATCH 11/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md formatting Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 34efe43b..725a2c01 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -56,6 +56,7 @@ It is always possible that you have questions or run into problems for which you
      ## Software and data setup + For a complete setup of the local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familiarise yourself with the sections ['**A brief introduction to HADDOCK3**'](https://www.bonvinlab.org/haddock3/intro.html) and ['**Installation**'](https://www.bonvinlab.org/haddock3/INSTALL.html). In this tutorial we will use the PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favourite visualisation software instead, but be aware that instructions here are provided only for PyMOL. From 39061cf7c665f823fce7ed3edfc6b524ddb01031 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:11:06 +0200 Subject: [PATCH 12/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md new tags Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 725a2c01..e34a8e13 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -2,7 +2,7 @@ layout: page title: "Basic protein-DNA docking using local version of Haddock3" excerpt: "A basic tutorial on protein-DNA docking in Haddock3." -tags: [HADDOCK, Haddock3, Pymol, Protein-DNA] +tags: [HADDOCK, Haddock3, PyMOL, Protein-DNA, symmetry, 3-body docking] image: feature: pages/banner_education-thin.jpg --- From d66ec79fabfcedeaeec38fca61a315e5d1482c38 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:11:39 +0200 Subject: [PATCH 13/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 - 1 file changed, 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index e34a8e13..37c166f8 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -23,7 +23,6 @@ This tutorial demonstrates a simplified Haddock3 workflow dedicated to predictin Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the [advanced tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/). Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/files/index.php/s/5Z1C9UWKgwTpq74). -This tutorail is an adaptation of the basic protein-DNA docking [tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-basic/) using HADDOCK2.4 webserver. ### Tutorial test case From 859d8b8e5a39bc09f9c216bac4d38e1818319969 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:12:53 +0200 Subject: [PATCH 14/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md r Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 37c166f8..bc60b67f 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -56,7 +56,8 @@ It is always possible that you have questions or run into problems for which you ## Software and data setup -For a complete setup of the local Haddock3 version refer to [Haddock3 Documentation](https://www.bonvinlab.org/haddock3/). Please, familiarise yourself with the sections ['**A brief introduction to HADDOCK3**'](https://www.bonvinlab.org/haddock3/intro.html) and ['**Installation**'](https://www.bonvinlab.org/haddock3/INSTALL.html). +For a complete setup of the local version of Haddock3, refer to the [online documentation](https://www.bonvinlab.org/haddock3/). +Please, familiarise yourself with the sections ['**A brief introduction to HADDOCK3**'](https://www.bonvinlab.org/haddock3/intro.html) and ['**Installation**'](https://www.bonvinlab.org/haddock3/INSTALL.html). In this tutorial we will use the PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favourite visualisation software instead, but be aware that instructions here are provided only for PyMOL. From ba02a578eb07e8bbf42c997b7343773c1ef8efed Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:18:48 +0200 Subject: [PATCH 15/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index bc60b67f..f295e774 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -179,6 +179,7 @@ _**Note**_ that in the real docking case the bound structure of a complex is una ### What’s inside of the restraints file? The ambiguous interaction restraints are defined in the `ambig_prot_dna.tbl` file. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found in the advanced version of the tutorial, [here](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#available-data). + Let’s have a look at it's first lines: ```bash assign ( resid 35 and segid C) From cc90f5815408a444dab2822f64d822e7bbee4269 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:21:09 +0200 Subject: [PATCH 16/31] Delete education/HADDOCK3/.DS_Store --- education/HADDOCK3/.DS_Store | Bin 6148 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 education/HADDOCK3/.DS_Store diff --git a/education/HADDOCK3/.DS_Store b/education/HADDOCK3/.DS_Store deleted file mode 100644 index 13b7700868ce9b6e54d83b9c1f7450e944e9430a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHK%}N6?5T4YkTZ+(wLh%&v+G6V;6fbM7AP5Ss=s~6K+M@Q(WeRl_>iFOIv6IsAW{LwKL@=i zOwwBIMdW7kvvc##yi;^8y<0W(Qa>FeO}~FmtrMl9U{d#k)37^imlk(bocdwh?dyQB z(?yqyvoP+cVN(s_PNHKy)8Q1HLc3HRjT)O3S#8ue#uYhgtko)VV|{BpE;vgotJ}xz zyXZbvkA`r8-=>xYixYUl%D2}3;PvB3#Wxr~8GAA&BQwAZFav*q0ef~i#lP^f{Eo~3 zGw`Df(D@)y30;esL49;!LBEgGpC=^2I^87*rA60bW)OQ&gb777p~7AEFa!UJ0g-Qc zttKwX=GLjjQLdG!SEwZ9ml=Eu!HQ1B=u4@%jH(6gk}8O<#mpdDQ20kc)4&BY@S_a8 E0^uuF!~g&Q From a3a857ac2e39dc55ec7eb5e8556219562abd5cba Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:21:31 +0200 Subject: [PATCH 17/31] Delete education/HADDOCK3/HADDOCK3-protein-DNA-basic/.DS_Store --- .../HADDOCK3-protein-DNA-basic/.DS_Store | Bin 6148 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 education/HADDOCK3/HADDOCK3-protein-DNA-basic/.DS_Store diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/.DS_Store b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/.DS_Store deleted file mode 100644 index 8d1b8f6b5cae864ffb9c295aefd351a46b2548da..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHK!A=4(5Pd}s7!$+MS-K|PHh#Hp+J=ar-VD(h zGJVt8nd$5+p%j4Wmg5tk37|n0tnG8yBJx~xLu$bzXk3kZEHK3!7R!xjb?hPovUi8v zEsK=;asS%f%NZUQc6ePbZNa!V4Djk=Gd!b%JMQ!pCGCvf4iZ-*rFF}BhQfJ!#1t`|04|t^mY3-A-uBT|#oAfN{XeBcD)= zPbKr_&#WxHw?t(Wk?>m02gOY{Cu2xYg;8TsTbZQAcG!8CYjv&rh3j{$GB5 z|6fninKGaZ{3!-ZJsBijzEU__H(pN8+KBo<6_L2g<0^%QJBk@ANAVHW3H^~6#5iE( RksgZv5pXo Date: Fri, 16 Aug 2024 10:23:55 +0200 Subject: [PATCH 18/31] Delete Gemfile.lock --- Gemfile.lock | 145 --------------------------------------------------- 1 file changed, 145 deletions(-) delete mode 100644 Gemfile.lock diff --git a/Gemfile.lock b/Gemfile.lock deleted file mode 100644 index d7cae941..00000000 --- a/Gemfile.lock +++ /dev/null @@ -1,145 +0,0 @@ -GEM - remote: https://rubygems.org/ - specs: - addressable (2.8.7) - public_suffix (>= 2.0.2, < 7.0) - colorator (1.1.0) - concurrent-ruby (1.3.4) - em-websocket (0.5.3) - eventmachine (>= 0.12.9) - http_parser.rb (~> 0) - eventmachine (1.2.7) - ffi (1.17.0) - ffi (1.17.0-aarch64-linux-gnu) - ffi (1.17.0-aarch64-linux-musl) - ffi (1.17.0-arm-linux-gnu) - ffi (1.17.0-arm-linux-musl) - ffi (1.17.0-arm64-darwin) - ffi (1.17.0-x86-linux-gnu) - ffi (1.17.0-x86-linux-musl) - ffi (1.17.0-x86_64-darwin) - ffi (1.17.0-x86_64-linux-gnu) - ffi (1.17.0-x86_64-linux-musl) - forwardable-extended (2.6.0) - google-protobuf (3.25.4) - google-protobuf (3.25.4-aarch64-linux) - google-protobuf (3.25.4-arm64-darwin) - google-protobuf (3.25.4-x86-linux) - google-protobuf (3.25.4-x86_64-darwin) - google-protobuf (3.25.4-x86_64-linux) - http_parser.rb (0.8.0) - i18n (1.14.5) - concurrent-ruby (~> 1.0) - jekyll (4.3.3) - addressable (~> 2.4) - colorator (~> 1.0) - em-websocket (~> 0.5) - i18n (~> 1.0) - jekyll-sass-converter (>= 2.0, < 4.0) - 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unicode-display_width (2.5.0) - webrick (1.8.1) - -PLATFORMS - aarch64-linux - aarch64-linux-android - aarch64-linux-gnu - aarch64-linux-musl - arm-linux-androideabi - arm-linux-gnu - arm-linux-gnueabihf - arm-linux-musl - arm-linux-musleabihf - arm64-darwin - x86-linux - x86-linux-android - x86-linux-gnu - x86-linux-musl - x86_64-darwin - x86_64-linux - x86_64-linux-android - x86_64-linux-gnu - x86_64-linux-musl - -DEPENDENCIES - http_parser.rb (~> 0.6.0) - jekyll (~> 4.3.2) - jekyll-feed (~> 0.12) - minima (~> 2.5) - tzinfo (>= 1, < 3) - tzinfo-data - wdm (~> 0.1.1) - -BUNDLED WITH - 2.5.17 From 95f3867f1664dcd9f5034ebf6ad93b7a49266532 Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:24:36 +0200 Subject: [PATCH 19/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index f295e774..ef4069d6 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -199,7 +199,7 @@ Check out the list of atoms defined in 'ambig_prot_DNA.tbl'. Which part of the D You may notice that not all residues of the protein’s interface are used for the AIRs. This is done to save computational time. -HADDOCK is not limited to ambiguous restraints, other types, like unambiguous and symmetry restraints can play an important role as well. As mentioned before, Cro is known to function as a symmetrical dimer. This means we should **enforce a pairwise symmetry (C2)** between the two protein monomers. This part will be explained in the “Haddock3 workflow” section of the tutorial. +HADDOCK is not limited to ambiguous restraints, other types, like unambiguous and symmetry restraints can play an important role as well. As mentioned before, Cro is known to function as a symmetrical dimer. This means we should **enforce a pairwise symmetry (C2)** between the two protein monomers. This part will be explained in the [Haddock3 workflow](#haddock3-workflow) section of the tutorial.
      From 0c7075b9c5971333776dcd73c543e3c884f1cb3f Mon Sep 17 00:00:00 2001 From: Arha Date: Fri, 16 Aug 2024 10:25:18 +0200 Subject: [PATCH 20/31] Update education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index ef4069d6..46f6b377 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -208,7 +208,7 @@ HADDOCK is not limited to ambiguous restraints, other types, like unambiguous an Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verify each input file. Another important factor is the difference between unbound and bound conformations. The more different these conformations are, the more difficult it is to generate correct docking models. -In this section we will go over the preparation of the protein structures. The preparation of the DNA structure is out of the score of this tutorial and detailed [here](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#preparing-pdb-coordinate-files-for-the-or1-operator). +In this section we will go over the preparation of the protein structures. The preparation of the DNA structure is out of the scope of this tutorial, but is detailed in the [advanced tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#preparing-pdb-coordinate-files-for-the-or1-operator). Ready-to-dock structures are available in `pdbs` directory, namely `1ZUG_dimer1.pdb`, `1ZUG_dimer2.pdb` and `OR1_unbound.pdb`. From ed44fd9aaddcc785eb583628f606f4cf030a1a99 Mon Sep 17 00:00:00 2001 From: Arha Date: Tue, 10 Sep 2024 14:45:04 +0200 Subject: [PATCH 21/31] Apply suggestions from code review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit typos and Victor’s suggestions Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- .../HADDOCK3-protein-DNA-basic/index.md | 55 +++++++++++-------- 1 file changed, 32 insertions(+), 23 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 46f6b377..08f24ebd 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -32,7 +32,14 @@ Cro is part of the bacteriophage 434 genetic switch, playing a key role in contr ### Solved structure of the Cro-OR1 complex -The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallography at 2.5Å. We will use this experimentally solved structure as a reference within the tutorial. Cro is a symmetrical dimer, each subunit contains a helix-turn-helix (HTH), with helices α2 and α3 being separated by a short turn. This is a DNA binding motif that is known to bind major grooves. Helix α3 is the recognition helix that fits into the major groove of the operator DNA and is oriented with its axes parallel to the major groove. The side chains of each helix are thus positioned to interact with the edges of base pairs on the floor of the groove. Non-specific interactions also help to anchor Cro to the DNA. These include H-bonds between main chain NH groups and phosphate oxygens of the DNA in the region of the operator. Cro distorts the normal B-form DNA conformation: the OR1 DNA is bent (curved) by Cro, and the middle region of the operator is overwound, as reflected in the reduced distance between phosphate backbones in the minor groove. +The structure of the phage 434 Cro/OR1 complex was solved by X-RAY crystallography at 2.5Å. +We will use this experimentally solved structure (PDBID: 3CRO) as a reference within the tutorial. +Cro is a symmetrical dimer, each subunit contains a helix-turn-helix (HTH), with helices α2 and α3 being separated by a short turn. +This is a DNA binding motif that is known to bind major grooves. +Helix α3 is the recognition helix that fits into the major groove of the operator DNA and is oriented with its axes parallel to the major groove. +The side chains of each helix are thus positioned to interact with the edges of base pairs on the floor of the groove. Non-specific interactions also help to anchor Cro to the DNA. +These include H-bonds between main chain NH groups and phosphate oxygens of the DNA in the region of the operator. +Cro distorts the normal B-form DNA conformation: the OR1 DNA is bent (curved) by Cro, and the middle region of the operator is overwound, as reflected in the reduced distance between phosphate backbones in the minor groove.
      @@ -178,7 +185,9 @@ _**Note**_ that in the real docking case the bound structure of a complex is una ### What’s inside of the restraints file? -The ambiguous interaction restraints are defined in the `ambig_prot_dna.tbl` file. This file was created using both experimental knowledge and information from literature. A detailed explanation of how to generate these restraints can be found in the advanced version of the tutorial, [here](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#available-data). +The ambiguous interaction restraints are defined in the `ambig_prot_dna.tbl` file. +This file was created using both experimental knowledge and information from literature. +A detailed explanation of how to generate these restraints can be found in the advanced version of the tutorial, accessible [here](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#available-data). Let’s have a look at it's first lines: ```bash @@ -216,7 +225,7 @@ Ready-to-dock structures are available in `pdbs` directory, namely `1ZUG_dimer1. An unbound structure of the protein is available on [PDB](https://www.rcsb.org/structure/1ZUG). We already examined this structure using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble, remove the disordered tail from it and use it as an input structure for the docking. -This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, a web-server is available as a [web-server](https://rascar.science.uu.nl/pdbtools/). +This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, it is also available as a [web-server](https://wenmr.science.uu.nl/pdbtools/). To obtain a single trimmed structure using command-line version of `pdb-tools` _**remember to activate a virtual environment for Haddock3 first**_. The following command will override existing file with the name `1ZUG_dimer1.pdb` - consider executing it outside of `pdbs/`: @@ -231,13 +240,13 @@ The complex of interest contains 2 copies of the protein. As each molecule given pdb_rplchain -A:C 1ZUG_dimer1.pdb > 1ZUG_dimer2.pdb -_**Note**_ that it is possible to perform the docking with an ensemble of trimmed conformations. Such ensemble can be obtained using the next command: `pdb_fetch 1ZUG | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1zug_ens.pdb` +_**Note**_ that it is possible to perform the docking with an ensemble of trimmed conformations. Such ensemble can be obtained using the following command: `pdb_fetch 1ZUG | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1zug_ens.pdb`. Here the command `pdb_selmodel -1` was removed and therefore all the available models in the ensemble will be processed.
      ## Docking with Haddock3 -In this section, we will discuss the specifics of protein-DNA docking in the frame of Haddock3. We will then create an appropriate Haddock3 workflow and, finally, perform an analysis of the docking results using the experimentally solved structure as a reference. +In this section, we will discuss the specifics of protein-DNA docking in the frame of Haddock3. We will then create an appropriate Haddock3 workflow and, finally, perform an analysis of the docking results and evaluate their quality with respect to the experimentally solved structure as a reference. ### Specifics of the protein-DNA docking @@ -250,29 +259,29 @@ Docking a double-stranded DNA requires adjusting several default parameters to b * Lower the scaling factor for flexible refinement to 4 (from 8) to allow less movement during the refinement: `tadfactor = 4`; * Lower the initial temperature for the final round of flexible refinement to 300 (from 1000) to allow less movement during the final refinement stage: `temp_cool3_init = 300`. -_**Note**_ that Haddock3 distinguishes DNA nucleotides from RNA nucleotides based on the residue naming in the PDB file. DNA nucleotides are named with two letters starting with 'D' (e.g., 'DA' for adenine in DNA), while RNA nucleotides use single-letter names (e.g., 'A' for adenine in RNA). +_**Note**_ that Haddock3 distinguishes DNA nucleotides from RNA nucleotides based on the residue naming in the PDB file. DNA nucleotides are named with two letters starting with 'D' (e.g., 'DA' for deoxyadenosine in DNA), while RNA nucleotides use single-letter names (e.g., 'A' for adenosine in RNA). ### Haddock3 workflow -Now that we have all the necessary files ready for docking, along with several insights into the specifics of protein-DNA docking, it’s time to create the docking workflow. In this scenario, we will adhere to the following straightforward workflow: rigid-body docking, semi-flexible refinement, and explicit solvent molecular dynamics (MD) refinement followed by clustering. +Now that we have all the necessary files ready for docking, along with several insights into the specifics of protein-DNA docking, it’s time to create the docking workflow. In this scenario, we will adhere to the following straightforward workflow: rigid-body docking, semi-flexible refinement in torsional angle space, molecular dynamics (MD) refinement in explicit solvent, and a final RMSD clustering step. Out workflow consists of the following modules: * **topoaa**: _Generates the topologies for the CNS engine and builds missing atoms;_ -* **rigidbody**: _Performs sampling by rigid-body energy minimization (equivalent to it0 in Haddock2.x);_ +* **rigidbody**: _Performs sampling by rigid-body energy minimization (equivalent to `it0` in Haddock2.X);_ * **caprieval**: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or a provided reference structure;_ * **seletop**: _Selects X best-scored models from the previous module;_ -* **flexref**: _Performs semi-flexible refinement of the interface (equivalent to it1 in Haddock2.x);_ +* **flexref**: _Performs semi-flexible refinement of the interface (equivalent to `it1` in Haddock2.X);_ * **caprieval** * **mdref**: _Performs final refinement via explicit solvent MD (equivalent to itw in Haddock2.X);_ * **caprieval** * **rmsdmatrix**: _Calculates of the root mean squared deviation (RMSD) matrix between all models from the previous module;_ -* **clustrmsd**: _Takes the RMSD matrix calculated in the [rmsdmatrix] module and performs a hierarchical clustering procedure on it;_ +* **clustrmsd**: _Takes the RMSD matrix calculated in the `[rmsdmatrix]` module and performs a hierarchical clustering procedure on it;_ * **caprieval** * **seletopclusts**: _Selects X best-scored models of Y clusters._ -As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be achieved by adding the following parameters to the `[rigidbody]` , `[flexref]` , and `[mdref]` modules: +As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be easily achieved by adding the following parameters to the `[rigidbody]` , `[flexref]` , and `[mdref]` modules: -``` +```toml # Turn on symmetry restraints sym_on = true # Define first symmetry partner @@ -289,7 +298,7 @@ c2sym_end2_1 = 64 **Note** that in this definition we omitted the first 3 residues of each protein. -Take a look at the tolm configuration file `protein-dna-basic.cfg`. +Take a look at the TOML configuration file `protein-dna-basic.cfg`. Take your time to read the comments and relate parameters of this file to the information given above: @@ -345,6 +354,7 @@ reference_fname = "pdbs/3CRO_complex.pdb" [seletop] [flexref] +tolerance = 5 # to maintain conformation of the DNA with automatic restraints dnarest_on = true # Cro to OR1 ambiguous restraints @@ -365,12 +375,14 @@ dielec = 'cdie' w_desolv = 0 # allow less movement during the refinement tadfactor = 4 +# Reduce the initial temperature for the final round of flexible refinement to 300 (from 1000 with default parameters) temp_cool3_init = 300 [caprieval] reference_fname = "pdbs/3CRO_complex.pdb" [mdref] +tolerance = 5 # to maintain conformation of the DNA with automatic restraints dnarest_on = true # Cro to OR1 ambiguous restraints @@ -393,10 +405,7 @@ watersteps = 750 reference_fname = "pdbs/3CRO_complex.pdb" [rmsdmatrix] -# use all residues of each docking partner to calculate the RMSD matrix -resdic_A = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66] -resdic_B = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40] -resdic_C = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66] +# By default, all residues will be used to calculate the RMSD matrix [clustrmsd] # generate an interactive plot of the clustering results @@ -413,7 +422,7 @@ reference_fname = "pdbs/3CRO_complex.pdb" _**Note**_ that in this example we use relative paths to define input files and output folder. However it is preferable to use the full paths instead. -This workflow begins by creating topologies for the docking partners. Rigid body sampling is performed with ambiguous and symmetry restraints, generating 1000 models, from which the top 200 are selected. These models then undergo flexible refinement followed by MD refinement in explicit solvent, still maintaining the same ambiguous and symmetry restraints. Finally, docking models are clustered via RMSD, with all residues used to calculate RMSD values. The top 5 models from each cluster are selected. The `caprieval` module is added after each step to simplify model analysis and track the rank of models throughout the docking process. +This workflow begins by creating topologies for the docking partners. Rigid body sampling is performed with ambiguous and symmetry restraints, generating 1000 models, from which the top 200 are selected. These models then undergo flexible refinement followed by MD refinement in explicit solvent, still maintaining the same ambiguous and symmetry restraints. Finally, docking models are clustered via RMSD, with all residues used to calculate RMSD values. The top 10 models from each cluster are selected. The `caprieval` module is added after each step to simplify model analysis and track the rank of models throughout the docking process. ### Running Haddock3 locally @@ -422,7 +431,7 @@ In the first section of the configuration file you can see: {% highlight toml %} # compute mode mode = "local" -ncores=8 +ncores = 8 {% endhighlight %} The parameter `mode` defines how this workflow will be executed. In this case, it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [here](https://www.bonvinlab.org/education/HADDOCK3/HADDOCK3-antibody-antigen-bioexcel2023/#local-execution). @@ -481,7 +490,7 @@ Caprieval, executed after clustering - in this case `11_caprieval` - enables a c Open 'analysis/11_caprieval_analysis/report.html' in a web browser by typing "open report.html" in the command line. Once the report is displayed, locate the table with cluster statistics at the top of the page. You can sort the columns in ascending or descending order by clicking the arrow icon on the right side of each column header. -Here is a scheenshot of the top-left cornet of the table in `11_caprieval_analysis/report.htm`: +Here is a screenshot of the top-left corner of the table in `11_caprieval_analysis/report.html`:
      @@ -501,11 +510,11 @@ Look at the "HADDOCK score" row of the first 3 clusters: Are they significantly


      -In this docking case, we had access to the experimentally solved structure of the complex, which we provided to all caprieval modules. As a result, the interface RMSD (i-RMSD), ligand RMSD (l-RMSD), Fraction of Common Contacts (FCC), and DockQ statistics reflect the quality of the docked model in comparison to the reference structure. -Remember that higher DockQ and FCC values, along with lower RMSD values, indicate better model quality. +In this docking case, we had access to the experimentally solved structure of the complex, which we provided to all `[caprieval]` modules using the `reference_fname` parameter. As a result, the interface RMSD (i-RMSD), ligand RMSD (l-RMSD), Fraction of Common Contacts (FCC), and DockQ statistics reflect the quality of the docked model with respect to the reference structure. +Remember that high DockQ and FCC values, along with low RMSD values, indicate better model quality. -Look at the DockQ of the clusters: Does the top-ranked cluster has the highest average DockQ? +Look at the DockQ of the clusters: Does the top-ranked cluster have the highest average DockQ?
      From 307642f33eaa3502736b98c515539274c42fb115 Mon Sep 17 00:00:00 2001 From: Arha Date: Tue, 10 Sep 2024 15:20:57 +0200 Subject: [PATCH 22/31] Update index.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit more Victor’s comments --- .../HADDOCK3-protein-DNA-basic/index.md | 24 ++++++++++++------- 1 file changed, 16 insertions(+), 8 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 08f24ebd..6d7be1b6 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -66,7 +66,7 @@ It is always possible that you have questions or run into problems for which you For a complete setup of the local version of Haddock3, refer to the [online documentation](https://www.bonvinlab.org/haddock3/). Please, familiarise yourself with the sections ['**A brief introduction to HADDOCK3**'](https://www.bonvinlab.org/haddock3/intro.html) and ['**Installation**'](https://www.bonvinlab.org/haddock3/INSTALL.html). -In this tutorial we will use the PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favourite visualisation software instead, but be aware that instructions here are provided only for PyMOL. +In this tutorial we will use the PyMOL molecular visualisation system. If not already installed, download and install PyMOL from [here](https://pymol.org/). You can use your favourite visualisation software instead, but be aware that instructions in this tutorial are provided only for PyMOL. Please, download and decompress the tutorial data archive. Move the archive to your working directory of choice and extract it. You can download and unzip this archive directly from the Linux command line: @@ -223,7 +223,9 @@ Ready-to-dock structures are available in `pdbs` directory, namely `1ZUG_dimer1. ### Protein structures -An unbound structure of the protein is available on [PDB](https://www.rcsb.org/structure/1ZUG). We already examined this structure using PyMOL. Our observation revealed that this protein has a disordered tail, and that this disordered tail does not interact with the DNA. Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble, remove the disordered tail from it and use it as an input structure for the docking. +An unbound structure of the protein is available on [PDB](https://www.rcsb.org/structure/1ZUG). We already examined this structure using PyMOL. +Our observation revealed that this protein has a disordered tail, which does not interact with the DNA. +Since the core conformation remains unchanged, we can simply take the first conformation from the ensemble, remove the disordered tail from it and use it as an input structure for the docking. This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, it is also available as a [web-server](https://wenmr.science.uu.nl/pdbtools/). @@ -276,9 +278,9 @@ Out workflow consists of the following modules: * **caprieval** * **rmsdmatrix**: _Calculates of the root mean squared deviation (RMSD) matrix between all models from the previous module;_ * **clustrmsd**: _Takes the RMSD matrix calculated in the `[rmsdmatrix]` module and performs a hierarchical clustering procedure on it;_ -* **caprieval** * **seletopclusts**: _Selects X best-scored models of Y clusters._ - +* **caprieval**: _Final assessment of the docking results._ + As mentioned before, we should enforce C2 symmetry between the proteins throughout the entire docking process. This can be easily achieved by adding the following parameters to the `[rigidbody]` , `[flexref]` , and `[mdref]` modules: ```toml @@ -331,6 +333,10 @@ molecules = [ [topoaa] [rigidbody] +# allow up to 5% of the models to fail without interrupting the run +tolerance = 5 +# create 1000 modles (default value) +sampling = 1000 # Cro to OR1 ambiguous restraints ambig_fname = "restraints/ambig_prot_DNA.tbl" # C2 symmetry @@ -352,6 +358,8 @@ w_desolv = 0 reference_fname = "pdbs/3CRO_complex.pdb" [seletop] +# select top 200 models (default value) based on HADDOCK score +select = 200 [flexref] tolerance = 5 @@ -426,7 +434,7 @@ This workflow begins by creating topologies for the docking partners. Rigid body ### Running Haddock3 locally -In the first section of the configuration file you can see: +In the first section of the configuration file you can see the definition of the global parameters: {% highlight toml %} # compute mode @@ -506,7 +514,7 @@ Look at the "HADDOCK score" row of the first 3 clusters: Are they significantly Answer expand_more

      - According to the two-sample t-test, there is a significant difference between cluster_1 and cluster_2, as well as between cluster_1 and cluster_3. However, there is no significant difference between cluster_2 and cluster_3. + According to the two-sample t-test, there is a significant difference between cluster_1 and cluster_2, as well as between cluster_1 and cluster_3. However, there is no significant difference between cluster_2 and cluster_3.


      @@ -525,7 +533,7 @@ Yes, cluster_1 has the highest average DockQ. However, cluster_3 has the same Do


      -_**Note**_ that if no reference structure is provided to the caprieval module, all statistics are calculated relative to the top-ranked docking model. However, keep in mind that the top-ranked model may not necessarily represent the true solution. +_**Note**_ that if no reference structure is provided to the caprieval module, all statistics are calculated relative to the top-ranked (based on HADDOCK score) docking model. However, keep in mind that the top-ranked model may not necessarily represent the true solution. ### Visualisation of the HADDOCK scores and their components @@ -597,4 +605,4 @@ It may be helpful to examine several top-ranked models from each cluster. This c You've reached the end of this basic protein-DNA docking tutorial. We hope it has been informative and helps you get started with your own docking projects. Check out the advanced version of this tutorial ([currently awaliable only for Haddock2.4 server](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/)) for deeper insights into protein-DNA docking! -Happy docking! \ No newline at end of file +Happy docking! From 82ab08a54302dea4d8f031bc69b0e31e19ff4e7d Mon Sep 17 00:00:00 2001 From: Arha Date: Wed, 11 Sep 2024 12:03:47 +0200 Subject: [PATCH 23/31] Update index.md --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 6d7be1b6..a3f02897 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -214,7 +214,7 @@ HADDOCK is not limited to ambiguous restraints, other types, like unambiguous an ## Preparation of PDB files for the docking (optional) -Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verify each input file. +Haddock3 requires an input structure for each docking partner. The quality of these input structures are highly influential to the quality of the docking models. Conformational deficiencies such as sterical clashes, chain breaks and missing atoms may cause problems during the docking, so it is important to verify each input file. Another important factor is the difference between unbound and bound conformations. The more different these conformations are, the more difficult it is to generate correct docking models. In this section we will go over the preparation of the protein structures. The preparation of the DNA structure is out of the scope of this tutorial, but is detailed in the [advanced tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/#preparing-pdb-coordinate-files-for-the-or1-operator). @@ -229,8 +229,9 @@ Since the core conformation remains unchanged, we can simply take the first conf This can be done using `pdb-tools`, a collection of simple scripts handy to manipulate pdb files. `pdb-tools` is installed automatically with Haddock3. Alternatively, it is also available as a [web-server](https://wenmr.science.uu.nl/pdbtools/). -To obtain a single trimmed structure using command-line version of `pdb-tools` _**remember to activate a virtual environment for Haddock3 first**_. -The following command will override existing file with the name `1ZUG_dimer1.pdb` - consider executing it outside of `pdbs/`: +To obtain a single trimmed structure, we will make use of the command-line version of `pdb-tools`. +Please, _**remember to activate a virtual environment for Haddock3**_ before using `pdb-tools`. +The following command will override the existing file with the name `1ZUG_dimer1.pdb` - consider executing it outside of `pdbs/`: pdb_fetch 1ZUG | pdb_selmodel -1 | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy -strict > 1ZUG_dimer1.pdb From 2d697cd24bd18cbce616dae2342e1f028c234914 Mon Sep 17 00:00:00 2001 From: Arha Date: Wed, 11 Sep 2024 16:32:14 +0200 Subject: [PATCH 24/31] Update index.md fixed spacing in line 321 --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index a3f02897..305e6e37 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -318,7 +318,7 @@ run_dir = "run" # compute mode mode = "local" -ncores=8 +ncores = 8 # input PDBs of the docking partners molecules = [ From 97830de5cf9f5c71cba1817cae86956262d62c89 Mon Sep 17 00:00:00 2001 From: Arha Date: Wed, 11 Sep 2024 16:46:13 +0200 Subject: [PATCH 25/31] Update index.md changed 2 commetns in TOLM so they start with lowecase --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 305e6e37..31a668e5 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -384,7 +384,7 @@ dielec = 'cdie' w_desolv = 0 # allow less movement during the refinement tadfactor = 4 -# Reduce the initial temperature for the final round of flexible refinement to 300 (from 1000 with default parameters) +# reduce the initial temperature for the final round of flexible refinement to 300 (from 1000 with default parameters) temp_cool3_init = 300 [caprieval] @@ -414,7 +414,7 @@ watersteps = 750 reference_fname = "pdbs/3CRO_complex.pdb" [rmsdmatrix] -# By default, all residues will be used to calculate the RMSD matrix +# by default, all residues of each docking partner are used to calculate the RMSD matrix [clustrmsd] # generate an interactive plot of the clustering results From 8300d24b8a9e4fe4eb22e454a300c5c1f63c79b5 Mon Sep 17 00:00:00 2001 From: Arha Date: Wed, 11 Sep 2024 17:02:24 +0200 Subject: [PATCH 26/31] upd link to archive MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit new archive differs by TOLM. This one has ‘tolerance’ and an explicit number of models is [rigidbody] and [seletop]. The other files are unchanged. --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 31a668e5..27c85e6e 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -22,7 +22,7 @@ This tutorial demonstrates a simplified Haddock3 workflow dedicated to predictin Please note that we do not cover the processing of literature data into docking restraints; for more information, please refer to the [advanced tutorial](https://www.bonvinlab.org/education/HADDOCK24/HADDOCK24-protein-DNA-advanced/). -Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/files/index.php/s/5Z1C9UWKgwTpq74). +Computation within this tutorial should take 1.5 hours on 8 CPUs. The tutorial data, as well as precomputed results available [here](https://surfdrive.surf.nl/files/index.php/s/NzibuNryl3RgVPn). ### Tutorial test case @@ -71,7 +71,7 @@ In this tutorial we will use the PyMOL molecular visualisation system. If not al Please, download and decompress the tutorial data archive. Move the archive to your working directory of choice and extract it. You can download and unzip this archive directly from the Linux command line: -wget https://surfdrive.surf.nl/files/index.php/s/5Z1C9UWKgwTpq74/download -O haddock3-protein-dna-basic.zip
      +wget https://surfdrive.surf.nl/files/index.php/s/NzibuNryl3RgVPn/download -O haddock3-protein-dna-basic.zip
      unzip haddock3-protein-dna-basic.zip
      From aa49a1c7962c42835fdfeb78808f2c34e2950f52 Mon Sep 17 00:00:00 2001 From: Arha Date: Thu, 19 Sep 2024 14:09:15 +0200 Subject: [PATCH 27/31] =?UTF-8?q?Victor=E2=80=99s=20comments,=20round=202?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../HADDOCK3-protein-DNA-basic/index.md | 21 ++++++++++++------- 1 file changed, 14 insertions(+), 7 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 27c85e6e..2c1677af 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -15,7 +15,7 @@ This tutorial consists of the following sections: ## Introduction -This tutorial demonstrates a simplified Haddock3 workflow dedicated to predicting the 3D structure of protein-DNA (double-stranded DNA) complexes using pre-defined restraints, derived from the literature, and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges: +This tutorial demonstrates how to setup a Haddock3 workflow dedicated to predict the 3D structure of protein-DNA (double-stranded DNA) complexes using pre-defined restraints, derived from the literature, and symmetry restraints. Here, we introduce the basic concepts of HADDOCK, suitable for tackling various typical protein-DNA docking challenges: * basic preparation of the input PDB files; * creation of the suitable Haddock3 workflow; * basic analysis of the docking results. @@ -91,7 +91,8 @@ Decompressing the file will create the `haddock3-protein-dna-basic` directory wi ## Understanding the Ambiguous Interaction Restraints -The Ambiguous Interaction Restraints (AIRs) are crucial to successful docking as AIRs should guide docking partners towards the correct conformation. AIRs consist of the residues located in the interface of a complex. +The Ambiguous Interaction Restraints (AIRs) are crucial to successful docking, as they guide the modelling process by biasing partners' conformations and co-orientation towards a certain, hopefully correct conformation of the complex. +AIRs consist of the residues located in the interface of a complex. ### Visualisation of the interface @@ -238,7 +239,8 @@ pdb_fetch 1ZUG | pdb_selmodel -1 | pdb_delhetatm | pdb_selres -1:66 | pdb_tidy - This sequence of commands: 1/ Downloads given structure in PDB format from the RCSB website; 2/ Extracts the first model from the file; 3/ Removes all HETATM records in the PDB file; 4/ Selects residues by their index (in a range); 5/ Adds TER statement at the end of the chain. -The complex of interest contains 2 copies of the protein. As each molecule given to HADDOCK in a docking scenario must have a **unique chain ID and segment ID**, we have to change chain ID from A to C and save this as a new structure (segment ID remains empty for both cases, which is acceptable): +The complex of interest contains 2 copies of the protein. As each molecule given to HADDOCK in a docking scenario must have a **unique chain ID and segment ID**, we have to change the chain ID from A to C and save this as a new structure. +This can be achieved using another command from `pdb_tools`, namely, `pdb_rplchain`, which stands for "replace chain": pdb_rplchain -A:C 1ZUG_dimer1.pdb > 1ZUG_dimer2.pdb @@ -268,7 +270,7 @@ _**Note**_ that Haddock3 distinguishes DNA nucleotides from RNA nucleotides base Now that we have all the necessary files ready for docking, along with several insights into the specifics of protein-DNA docking, it’s time to create the docking workflow. In this scenario, we will adhere to the following straightforward workflow: rigid-body docking, semi-flexible refinement in torsional angle space, molecular dynamics (MD) refinement in explicit solvent, and a final RMSD clustering step. -Out workflow consists of the following modules: +Our workflow consists of the following modules: * **topoaa**: _Generates the topologies for the CNS engine and builds missing atoms;_ * **rigidbody**: _Performs sampling by rigid-body energy minimization (equivalent to `it0` in Haddock2.X);_ * **caprieval**: _Calculates CAPRI metrics (i-RMSD, l-RMSD, Fnat, DockQ) with respect to the best-scored model or a provided reference structure;_ @@ -327,6 +329,9 @@ molecules = [ "pdbs/1ZUG_dimer2.pdb" ] +# compress all generated models +clean = true + # ==================================================================== # Workflow is defined as a pipeline of modules with specified parameters per module # ==================================================================== @@ -431,7 +436,7 @@ reference_fname = "pdbs/3CRO_complex.pdb" _**Note**_ that in this example we use relative paths to define input files and output folder. However it is preferable to use the full paths instead. -This workflow begins by creating topologies for the docking partners. Rigid body sampling is performed with ambiguous and symmetry restraints, generating 1000 models, from which the top 200 are selected. These models then undergo flexible refinement followed by MD refinement in explicit solvent, still maintaining the same ambiguous and symmetry restraints. Finally, docking models are clustered via RMSD, with all residues used to calculate RMSD values. The top 10 models from each cluster are selected. The `caprieval` module is added after each step to simplify model analysis and track the rank of models throughout the docking process. +This workflow begins by creating topologies for the docking partners (`[topoaa]`). Rigid body sampling (`[rigidbody]`) is performed with ambiguous and symmetry restraints, generating 1000 models, from which the top 200 are selected (`[seletop]`). These models then undergo flexible refinement (`[flexref]`) followed by MD refinement in explicit solvent (`[mdref]`), still maintaining the same ambiguous and symmetry restraints. Finally, the RMSD matrix for docking models is computed (`[rmsdmatrix]`), followed by its clusterisation (`[clustrmsd]`). The RMSD values are calculated using the backbone atoms of all residues of each docking partner. The top 10 models from each cluster are selected (`[seletopclusts]`). The `caprieval` module is added after each step using the crystal structure as a reference to simplify the analysis and track the rank of models throughout the docking process. ### Running Haddock3 locally @@ -443,7 +448,7 @@ mode = "local" ncores = 8 {% endhighlight %} -The parameter `mode` defines how this workflow will be executed. In this case, it will run locally, on your machine, using 8 CPUs (feel free to change this value). You can find out about other modes [here](https://www.bonvinlab.org/education/HADDOCK3/HADDOCK3-antibody-antigen-bioexcel2023/#local-execution). +The parameter `mode` defines how this workflow will be executed. In this case, it will run locally, on your machine, using up to 8 CPUs. Feel free to change this value, if more cores are available. You can find out about other modes [here](https://www.bonvinlab.org/education/HADDOCK3/HADDOCK3-antibody-antigen-bioexcel2023/#local-execution). To start the docking you need to **activate your haddock3 environment**, then navigate to the folder `haddock3-protein-dna-basic` with the configuration file `protein-dna-basic.cfg`, and type one of the following: @@ -553,7 +558,7 @@ Depending on the docking models, there could be a set of unclustered models. It ### Visualisation of the docking models -It's time to visualise some of the docking models. Let's take a look at `cluster_1_model_1.pdb`, the best-ranked model; `cluster_3_model_3.pdb`, the model with the lowest i-RMSD (as shown in the plot "HADDOCK score vs i-RMSD"); and the reference structure `3CRO_complex.pdb`. Please open all these files in PyMOL (it can display compressed PDB files). You can find the first two files in `10_seletopclusts`, and the reference structure in `pdbs`. Then, in the PyMOL command line, type: +It's time to visualise some of the docking models. Let's take a look at `cluster_1_model_1.pdb.gz`, the best-ranked model; `cluster_3_model_3.pdb.gz`, the model with the lowest i-RMSD (as shown in the plot "HADDOCK score vs i-RMSD"); and the reference structure `3CRO_complex.pdb`. Please open all these files in PyMOL (it can display compressed PDB files). You can find the first two files in `10_seletopclusts`, and the reference structure in `pdbs`. Then, in the PyMOL command line, type: show cartoon @@ -582,6 +587,8 @@ alignto 3CRO_complex
      +_**Note**_ that models are compressed because of the line `clean = true` in the global parameters of the workflow. To decompress all models in a directory, one can run `haddock3-unpack ` +
      How close are these models to the reference? Did HADDOCK do a good job at ranking the docking models? From 1b6270c749422af0c32028055fba1a75bbb9a73d Mon Sep 17 00:00:00 2001 From: Arha Date: Thu, 19 Sep 2024 14:10:32 +0200 Subject: [PATCH 28/31] Apply suggestions from code review Co-authored-by: Victor Reys <132575181+VGPReys@users.noreply.github.com> --- .../HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index 2c1677af..d8ab4bd4 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -194,9 +194,9 @@ Let’s have a look at it's first lines: ```bash assign ( resid 35 and segid C) ( -( resid 32 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) -or -( resid 33 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) + ( resid 32 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) + or + ( resid 33 and segid B and (name H3 or name O4 or name C4 or name C5 or name C6 or name C7)) ) 2.000 2.000 0.000 ``` The first line means that the residue 35 from the chain C (protein) should interact either with the residue 32, or with the residue 33 of the chain B (DNA). Additionally, the substring `(name H3 or name O4 or name C4 or name C5 or name C6 or name C7)` precise the atoms with which the interaction should occur. @@ -251,7 +251,7 @@ _**Note**_ that it is possible to perform the docking with an ensemble of trimme ## Docking with Haddock3 -In this section, we will discuss the specifics of protein-DNA docking in the frame of Haddock3. We will then create an appropriate Haddock3 workflow and, finally, perform an analysis of the docking results and evaluate their quality with respect to the experimentally solved structure as a reference. +In this section, we will discuss the specificities related to protein-DNA docking in the frame of Haddock3. We will then create an appropriate Haddock3 workflow and, finally, perform an analysis of the docking results and evaluate their quality with respect to the experimentally solved structure as a reference. ### Specifics of the protein-DNA docking @@ -501,7 +501,7 @@ Each sampling, refinement, or selection module's directory contains compressed P One of the ways to analyse the docking results is to examine file(s) `analysis/XX_caprieval_analysis/report.html`. Depending on the positionning of the given caprieval module, `report.html` will display information about the models at the different stages of the workflow. For example, `11_caprieval_analysis/report.html` contains statictis related of the clusters, while `02_caprieval_analysis/report.html` contains statictis related to the models generated during the rigid body sampling stage. Caprieval, executed after clustering - in this case `11_caprieval` - enables a comprehensive evaluation of the docking results from a broad perspective. - Open 'analysis/11_caprieval_analysis/report.html' in a web browser by typing "open report.html" in the command line. Once the report is displayed, locate the table with cluster statistics at the top of the page. You can sort the columns in ascending or descending order by clicking the arrow icon on the right side of each column header. + Open 'analysis/11_caprieval_analysis/report.html' in a web browser by typing "open report.html" in the command line. Once the report is displayed, locate the table with cluster statistics at the top of the page. You can sort the columns in ascending or descending order by clicking the arrow icon (⇆) on the right side of each column header. Here is a screenshot of the top-left corner of the table in `11_caprieval_analysis/report.html`: @@ -543,7 +543,7 @@ _**Note**_ that if no reference structure is provided to the caprieval module, a ### Visualisation of the HADDOCK scores and their components -Below the cluster statistics table, you'll find a series of plots displaying the HADDOCK score and its components against various metrics (i-RMSD, l-RMSD, FCC, DockQ), with clusters represented using color coding. The last rows show plots of cluster statistics, i.e. distributions of values per cluster, ordered by their HADDOCK rank. +Below the cluster statistics table, you'll find a series of plots displaying the HADDOCK score and its components against various metrics (i-RMSD, l-RMSD, FCC, DockQ), with clusters represented using color coding. The last rows show plots of cluster statistics, i.e. distributions of values per cluster, ordered by their HADDOCK score. These plots are interactive. A menu will appear at the top right, just above the last plot in the first row, when you hover your mouse over it. This menu allows you to zoom in and out of the plots and toggle the visibility of clusters. @@ -554,7 +554,7 @@ These plots are interactive. A menu will appear at the top right, just above the Inspect the plots. Which of the score components correlates best with the quality of the models? -Depending on the docking models, there could be a set of unclustered models. It will be explisitely shown in `report.html` as 'other'. You can see the origins of these models in `traceback/traceback.tsv`. +Depending on the docking models, there could be a set of unclustered models. It will be explicitly shown in `report.html` as 'other'. You can see the origins of these models in `traceback/traceback.tsv`. ### Visualisation of the docking models From facbd8d377e95a3482ea938ee10c6a0b8e1e4a19 Mon Sep 17 00:00:00 2001 From: Arha Date: Thu, 19 Sep 2024 15:57:13 +0200 Subject: [PATCH 29/31] Update index.md according to the models obtained with functional C2 --- .../HADDOCK3-protein-DNA-basic/index.md | 21 +++++++++++-------- 1 file changed, 12 insertions(+), 9 deletions(-) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index d8ab4bd4..b93133c4 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -201,7 +201,7 @@ assign ( resid 35 and segid C) ``` The first line means that the residue 35 from the chain C (protein) should interact either with the residue 32, or with the residue 33 of the chain B (DNA). Additionally, the substring `(name H3 or name O4 or name C4 or name C5 or name C6 or name C7)` precise the atoms with which the interaction should occur. -In other words, if at least one pair or residues (residue 35 from chain C; residue 32 from chain B) or (residue 35 from chain C; residue 33 from chain B) are located within 2Å from one another - then this particular restraint is satisfied. +To simplify, if at least one pair or residues (residue 35 from chain C; residue 32 from chain B) or (residue 35 from chain C; residue 33 from chain B) are located in the vicinity from one another - then this particular restraint is satisfied. Check out the list of atoms defined in 'ambig_prot_DNA.tbl'. Which part of the DNA is targeted by defining a given set of atoms? What is the effect of such restraints onto the docking process? @@ -496,7 +496,7 @@ Additionally, you will find the following directories and files: * `data` directory: Stores input PDB files (not the actual docking models) and restraints files used in each module; * `traceback` directory: Contains the `traceback.tsv` file, which tracks the name and rank of each docking model throughout the entire workflow. Handy, if you want to see how the model's rank evolved step-by-step. -Each sampling, refinement, or selection module's directory contains compressed PDB files of the docking models. For example, `10_seletopclusts` contains the top-ranked docking models from each of the 9 clusters. Clusters are numbered based on the average rank of the models within them, so cluster_1 contains the top-ranked models of the entire run. Information about the origin of each model can be found in `10_seletopclusts/seletopclusts.txt`, as well as in `traceback/traceback.tsv`. +Each sampling, refinement, or selection module's directory contains compressed PDB files of the docking models. For example, `10_seletopclusts` contains 10 top-ranked docking models from each of the 4 clusters. Clusters are numbered based on the average rank of the models within them, so cluster_1 contains the top-ranked models of the entire run. Information about the origin of each model can be found in `10_seletopclusts/seletopclusts.txt`, as well as in `traceback/traceback.tsv`. One of the ways to analyse the docking results is to examine file(s) `analysis/XX_caprieval_analysis/report.html`. Depending on the positionning of the given caprieval module, `report.html` will display information about the models at the different stages of the workflow. For example, `11_caprieval_analysis/report.html` contains statictis related of the clusters, while `02_caprieval_analysis/report.html` contains statictis related to the models generated during the rigid body sampling stage. Caprieval, executed after clustering - in this case `11_caprieval` - enables a comprehensive evaluation of the docking results from a broad perspective. @@ -520,7 +520,7 @@ Look at the "HADDOCK score" row of the first 3 clusters: Are they significantly Answer expand_more

      - According to the two-sample t-test, there is a significant difference between cluster_1 and cluster_2, as well as between cluster_1 and cluster_3. However, there is no significant difference between cluster_2 and cluster_3. + According to the two-sample t-test, there is a significant difference between all 3 clusters.


      @@ -535,7 +535,7 @@ Look at the DockQ of the clusters: Does the top-ranked cluster have the highest Answer expand_more

      -Yes, cluster_1 has the highest average DockQ. However, cluster_3 has the same DockQ. +No, cluster_2 has the highest average DockQ equal to 0.26+/-0.02.


      @@ -558,7 +558,7 @@ Depending on the docking models, there could be a set of unclustered models. It ### Visualisation of the docking models -It's time to visualise some of the docking models. Let's take a look at `cluster_1_model_1.pdb.gz`, the best-ranked model; `cluster_3_model_3.pdb.gz`, the model with the lowest i-RMSD (as shown in the plot "HADDOCK score vs i-RMSD"); and the reference structure `3CRO_complex.pdb`. Please open all these files in PyMOL (it can display compressed PDB files). You can find the first two files in `10_seletopclusts`, and the reference structure in `pdbs`. Then, in the PyMOL command line, type: +It's time to visualise some of the docking models. Let's take a look at `cluster_1_model_1.pdb.gz`, the best-ranked model; `cluster_1_model_4.pdb.gz`, the model with the lowest i-RMSD (as shown in the plot "HADDOCK score vs i-RMSD"); and the reference structure `3CRO_complex.pdb`. Please open all these files in PyMOL (it can display compressed PDB files). You can find the first two files in `10_seletopclusts`, and the reference structure in `pdbs`. Then, in the PyMOL command line, type:
      show cartoon @@ -567,20 +567,23 @@ show cartoon color paleyellow, 3CRO_complex -alignto 3CRO_complex +align cluster_1_model_1 and chain B, 3CRO_complex and chain B + + +align cluster_1_mode_4 and chain B, 3CRO_complex and chain B
      See the overlay of the top ranked model onto the reference structure.expand_more -

      Reference structure is displyed in yellow; cluster_1_model_1 in green; cluster_3_model_3 in blue.

      +

      Reference structure is displyed in yellow; cluster_1_model_1 in green; cluster_1_model_4 in blue.

      Image 1
      - Image 2 + Image 2

      @@ -603,7 +606,7 @@ The models are acceptably close to the reference. Although the best model may no
      It may be helpful to examine several top-ranked models from each cluster. This can give you insight into the diversity of the models within a cluster, as well as the diversity of models across different clusters. - Compare the top-ranked models within the same cluster. Are the top models from each cluster close to the reference structure? + Compare the top-ranked models within the same cluster, e.g. cluster_2. Are the top models from this cluster close to the reference structure? To each other?
      From f972b1b808f6ad27fd795bdab0da35d6e6bd8a1f Mon Sep 17 00:00:00 2001 From: Arha Date: Thu, 19 Sep 2024 16:04:23 +0200 Subject: [PATCH 30/31] clust_cutoff 5.5 instead of 7.5 to get 4 clusters --- education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md index b93133c4..7a904332 100644 --- a/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md +++ b/education/HADDOCK3/HADDOCK3-protein-DNA-basic/index.md @@ -424,6 +424,8 @@ reference_fname = "pdbs/3CRO_complex.pdb" [clustrmsd] # generate an interactive plot of the clustering results plot_matrix = true +# reduce the clustering cutoff distance from 7.5 +clust_cutoff = 5.5 [seletopclusts] From c0ea7b802940380cae0d9c678b172642f2fd0270 Mon Sep 17 00:00:00 2001 From: Anna Kravchenko Date: Thu, 19 Sep 2024 16:31:41 +0200 Subject: [PATCH 31/31] upd actial images and report.html 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