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biobb_wf_cmip

This tutorial aims to illustrate the process of computing classical molecular interaction potentials from protein structures, step by step, using the BioExcel Building Blocks library (biobb).

https://github.com/bioexcel/biobb_wf_cmip

Science Score: 57.0%

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    Low similarity (3.6%) to scientific vocabulary
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Repository

This tutorial aims to illustrate the process of computing classical molecular interaction potentials from protein structures, step by step, using the BioExcel Building Blocks library (biobb).

Basic Info
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  • Watchers: 5
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Created over 2 years ago · Last pushed 7 months ago
Metadata Files
Readme License Citation

README.md

CMIP tutorial using BioExcel Building Blocks (biobb)

This tutorial aims to illustrate the process of computing classical molecular interaction potentials from protein structures, step by step, using the BioExcel Building Blocks library (biobb). Examples shown are Molecular Interaction Potentials (MIPs) grids, protein-protein/ligand interaction potentials, and protein titration. The particular structures used are the Lysozyme protein (PDB code 1AKI), and a MD simulation of the complex formed by the SARS-CoV-2 Receptor Binding Domain and the human Angiotensin Converting Enzyme 2 (PDB code 6VW1).

The code wrapped is the Classical Molecular Interaction Potentials (CMIP) code:

Classical molecular interaction potentials: Improved setup procedure in molecular dynamics simulations of proteins. Gelpí, J.L., Kalko, S.G., Barril, X., Cirera, J., de la Cruz, X., Luque, F.J. and Orozco, M. (2001) Proteins, 45: 428-437. https://doi.org/10.1002/prot.1159

Settings

Biobb modules used

  • biobb_io: Tools to fetch biomolecular data from public databases.
  • biobb_cmip: Tools to compute classical molecular interaction potentials from protein structures.
  • biobbstructureutils: Tools to modify or extract information from a PDB structure.
  • biobb_chemistry: Tools to perform chemoinformatics on molecular structures.
  • biobb_amber: Tools to setup and simulate atomistic MD simulations using AMBER MD package.

Auxiliary libraries used

  • jupyter: Free software, open standards, and web services for interactive computing across all programming languages.
  • nglview: Jupyter/IPython widget to interactively view molecular structures and trajectories in notebooks.
  • plotly: Python interactive graphing library integrated in Jupyter notebooks.
  • simpletraj: Lightweight coordinate-only trajectory reader based on code from GROMACS, MDAnalysis and VMD.

Conda Installation and Launch

console git clone https://github.com/bioexcel/biobb_wf_cmip.git cd biobb_wf_cmip conda env create -f conda_env/environment.yml conda activate biobb_wf_cmip jupyter-notebook biobb_wf_cmip/notebooks/biobb_wf_cmip.ipynb

Tutorial

Click here to view tutorial in Read the Docs

Click here to execute tutorial in Binder

Click here to open tutorial in Google Colab

Version

2025.1 Release

Copyright & Licensing

This software has been developed in the MMB group at the BSC & IRB for the European BioExcel, funded by the European Commission (EU Horizon Europe 101093290, EU H2020 823830, EU H2020 675728).

Licensed under the Apache License 2.0, see the file LICENSE for details.

Owner

  • Name: BioExcel
  • Login: bioexcel
  • Kind: organization

Center of Excellence for Computational Biomolecular Research

Citation (CITATION.cff) 

abstract: "BioExcel Building Blocks (BioBB) library. BioBB's are built as Python wrappers to provide an interoperable architecture. BioBB's have been integrated in a chain of usual software management tools to generate data ontologies, documentation, installation packages, software containers and ways of integration with workflow managers, that make them usable in most computational environments."
authors:
  - affiliation: "Barcelona Supercomputing Center (BSC)"
    family-names: "Andrio"
    given-names: "Pau"
    orcid: "https://orcid.org/0000-0003-2116-3880"
  - affiliation: "Institute for Research in Biomedicine (IRB Barcelona)"
    family-names: "Hospital"
    given-names: "Adam"
    orcid: "https://orcid.org/0000-0002-8291-8071"
  - affiliation: "Institute for Research in Biomedicine (IRB Barcelona)"
    family-names: "Bayarri"
    given-names: "Genís"
    orcid: "https://orcid.org/0000-0003-0513-0288"
  - affiliation: "Institute for Research in Biomedicine (IRB Barcelona)"
    family-names: "García"
    given-names: "Agustín"
    orcid: "https://orcid.org/0009-0002-2159-965X"
  - affiliation: "Institute for Research in Biomedicine (IRB Barcelona)"
    family-names: "Chaves"
    given-names: "Rubén"
  - affiliation: "Institute for Research in Biomedicine (IRB Barcelona), University of Barcelona (UB)"
    family-names: "Orozco"
    given-names: "Modesto"
    orcid: "https://orcid.org/0000-0002-8608-3278"
  - affiliation: "Barcelona Supercomputing Center (BSC), University of Barcelona (UB)"
    family-names: "Gelpí"
    given-names: "Josep Ll."
    orcid: "https://orcid.org/0000-0002-0566-7723"
    email: "gelpi@ub.edu"
cff-version: 1.2.0
date-released: "2019-09-10"
keywords:
  - "BioExcel"
  - "BioBB"
  - "Bioinformatics"
  - "Computational Biology"
  - "Biomolecular Workflows"
license: "Apache-2.0"
message: "If you use this dataset, please cite it using the metadata from this file."
repository-code: "https://github.com/bioexcel/biobb"
title: "BioExcel Building Blocks, a software library for interoperable biomolecular simulation workflows"
doi: "10.1038/s41597-019-0177-4"
url: "https://mmb.irbbarcelona.org/biobb/"
version: 5.0.0
preferred-citation:
  type: "article"
  authors:
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Andrio"
      given-names: "Pau"
      orcid: "https://orcid.org/0000-0003-2116-3880"
    - affiliation: "Institute for Research in Biomedicine (IRB Barcelona)"
      family-names: "Hospital"
      given-names: "Adam"
      orcid: "https://orcid.org/0000-0002-8291-8071"
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Conejero"
      given-names: "Javier"
      orcid: "https://orcid.org/0000-0001-6401-6229"
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Jordà"
      given-names: "Luis"
      orcid: "https://orcid.org/0000-0002-9407-9703"
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Del Pino"
      given-names: "Marc"
      orcid: "https://orcid.org/0000-0001-5565-7577"
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Laia"
      given-names: "Codó"
      orcid: "https://orcid.org/0000-0002-6797-8746"
    - affiliation: "University of Manchester (UOM)"
      family-names: "Soiland-Reyes"
      given-names: "Stian"
      orcid: "https://orcid.org/0000-0001-9842-9718"
    - affiliation: "University of Manchester (UOM)"
      family-names: "Goble"
      given-names: "Carole"
      orcid: "https://orcid.org/0000-0003-1219-2137"
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Lezzi"
      given-names: "Daniele"
      orcid: "https://orcid.org/0000-0001-5081-7244"
    - affiliation: "Barcelona Supercomputing Center (BSC)"
      family-names: "Badia"
      given-names: "Rosa M"
      orcid: "https://orcid.org/0000-0003-2941-5499"
    - affiliation: "Institute for Research in Biomedicine (IRB Barcelona), University  of Barcelona (UB)"
      family-names: "Orozco"
      given-names: "Modesto"
      orcid: "https://orcid.org/0000-0002-8608-3278"
    - affiliation: "Barcelona Supercomputing Center (BSC), University of Barcelona (UB)"
      family-names: "Gelpí"
      given-names: "Josep Ll."
      orcid: "https://orcid.org/0000-0002-0566-7723"
      email: "gelpi@ub.edu"
  doi: "10.1038/s41597-019-0177-4"
  journal: "Nature Scientific Data"
  month: 9
  start: 169
  title: "BioExcel Building Blocks, a software library for interoperable biomolecular simulation workflows"
  issue: 1
  volume: 6
  year: 2019

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