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Scipion plugin for ProDy, the Bahar lab Python Package for Protein Dynamics Analysis

Project description

This plugin provide a wrapper around ProDy software: A Python Package for Protein Dynamics Analysis

Installation

You will need to use 3.0+ version of Scipion to be able to run these protocols. To install the plugin, you have one option so far:

Developer’s version

  • download repository

git clone https://github.com/scipion-em/scipion-em-prody.git
  • install

scipion3 installp -p ./scipion-em-prody --devel

ProDy software will be installed automatically with the plugin but you can also use an another version by installing that one in your scipion3 environment.

Important: you need to have conda (miniconda3 or anaconda3) pre-installed to use this program.

Configuration variables

CONDA_ACTIVATION_CMD: If undefined, it will rely on conda command being in the PATH (not recommended), which can lead to execution problems mixing scipion python with conda ones. One example of this could can be seen below but depending on your conda version and shell you will need something different: CONDA_ACTIVATION_CMD = eval “$(/extra/miniconda3/bin/conda shell.bash hook)”

Protocols

  • ProDyANM for anisotropic network model (ANM) normal mode analysis

  • ProDyRTB for rotation and translation blocks (RTB) normal mode analysis

  • ProDyDefvec for calculating deformation vectors between two structures

  • ProDyEdit to edit normal modes to different nodes/atoms, including slice and extend

  • ProDyCompare for comparing motions between different calculations including from continuousflex

  • ProDySelect for atom selection

  • ProDyAlign for alignment two structures, including atom matching and superposition

  • ProDyBiomol for building biologically relevant molecular assemblies

  • ProDyAddPDBs for adding multiple structures into one PDB file

  • ProDyPDBFixer for fixing missing atoms

  • ProDyImportModes for importing modes calculated outside Scipion, including from Gromacs

  • ProDyBuildPDBEnsemble for building ensembles from heterogeneous atomic structures

  • ProDyImportEnsemble for importing ensembles calculated outside Scipion

  • ProDyPCA for principal component analysis based on ensembles of atomic structures

  • ProDyProject for projecting ensembles of structures onto principal components or normal modes

  • ProDyGNM for Gaussian network model (GNM) analysis

  • ProDyDomainDecomp for dynamical domain decomposition based on GNM modes

  • ProDyClustENM for ClustENM and ClustENMD hybrid Simulations

  • ProDyRMSD for RMSD clustering and reordering

Viewers

  • ProDyComparisonsViewer for viewing matrices and bar graphs quantifying motion similarities

  • ProDyModeViewer for viewing modes of motion in the VMD plugin NMWiz

  • ProDyGNMViewer for viewing GNM mode shapes and covariance or cross-correlation matrices

  • ProDyDomainViewer for viewing dynamical domains

  • ProDyProjectionsViewer for viewing conformational landscapes from projecting ensembles onto modes

References

  1. Krieger, J.M.; S. Sorzano, C.O.; Carazo, J.M. Scipion-EM-ProDy: A Graphical Interface for the ProDy Python Package within the Scipion Workflow Engine enabling Integration of Databases, Simulations and Cryo-Electron Microscopy Image Processing. Preprints 2023, 2023080828

  2. Zhang S, Krieger JM, Zhang Y, Kaya C, Kaynak B, Mikulska-Ruminska K, Doruker P, Li H, Bahar I (2021). ProDy 2.0: Increased scale and scope after 10 years of protein dynamics modelling with Python. Bioinformatics, btab187.

  3. Bakan A, Meireles LM, Bahar I ProDy: Protein Dynamics Inferred from Theory and Experiments 2011 Bioinformatics 27(11):1575-1577

  4. Bakan A, Dutta A, Mao W, Liu Y, Chennubhotla C, Lezon TR, Bahar I Evol and ProDy for Bridging Protein Sequence Evolution and Structural Dynamics 2014 Bioinformatics 30(18):2681-2683

Project details


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