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RCSB Python In Silico Model Access Utilities

Project description

RCSB Python In Silico Model Access Utilities

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Introduction

This module contains utility methods for accessing in silico 3D models and metadata from external data resources, including AlphaFold, ModBase, SWISS-MODEL, and Model Archive.

Installation

Download the library source software from the project repository:

git clone --recurse-submodules https://github.com/rcsb/py-rcsb_utils_insilico3d.git

Important: Setup will require an up-to-date version of cmake to be installed on the machine and the executable to be in the system's PATH.

Optionally, run test suite (Python versions 3.9) using setuptools or tox:

python setup.py test

or simply run

tox

Installation is via the program pip.

pip install rcsb.utils.insilico3d

or for the local repository:

pip install .

References

  1. AlphaFold
    • Jumper, J et al. Highly accurate protein structure prediction with AlphaFold. Nature (2021)
    • Varadi, M et al. AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models. Nucleic Acids Research (2021).
  2. ModBase
    • MODBASE, a database of annotated comparative protein structure models and associated resources. Ursula Pieper, Benjamin M. Webb, Guang Qiang Dong, Dina Schneidman-Duhovny, Hao Fan, Seung Joong Kim, Natalia Khuri, Yannick G. Spill, Patrick Weinkam, Michal Hammel, John A. Tainer, Michael Nilges, Andrej Sali Nucleic Acids Research 42, D336-46, 2014.
  3. SWISS-MODEL Repository
    • Bienert, S., Waterhouse, A., de Beer, T.A.P., Tauriello, G., Studer, G., Bordoli, L., Schwede, T. The SWISS-MODEL Repository - new features and functionality. Nucleic Acids Res. 45, D313-D319 (2017).
    • Waterhouse, A., Bertoni, M., Bienert, S., Studer, G., Tauriello, G., Gumienny, R., Heer, F.T., de Beer, T.A.P., Rempfer, C., Bordoli, L., Lepore, R., Schwede, T. SWISS-MODEL: homology modelling of protein structures and complexes. Nucleic Acids Res. 46(W1), W296-W303 (2018).

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