Bios2cor
From Biological Sequences and Simulations to Correlation Analysis
Utilities for computation and analysis of correlation/covariation in multiple sequence alignments and in side chain motions during molecular dynamics simulations. Features include the computation of correlation/covariation scores using a variety of scoring functions between either sequence positions in alignments or side chain dihedral angles in molecular dynamics simulations and utilities to analyze the correlation/covariation matrix through a variety of tools including network representation and principal components analysis. In addition, several utility functions are based on the R graphical environment to provide friendly tools for help in data interpretation. Examples of sequence covariation analysis are provided in: (1) Pele J, Moreau M, Abdi H, Rodien P, Castel H, Chabbert M (2014) doi:10.1002/prot.24570 and (2) Taddese B, Deniaud M, Garnier A, Tiss A, Guissouma H, Abdi H, Henrion D, Chabbert M (2018) doi:10.1371/journal.pcbi.1006209. An example of side chain correlated motion analysis is provided in: Taddese B, Garnier A, Abdi H, Henrion D, Chabbert M (2020) doi:10.1038/s41598-020-72766-1. This work was supported by the French National Research Agency (Grant number: ANR-11-BSV2-026) and by GENCI (Grant number: 100567).
- Version2.2.2
- R version≥ 3.5
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- Last release11/14/2024
Team
Marie Chabbert
Bruck Taddese
Show author detailsRolesAuthorAntoine Garnier
Show author detailsRolesAuthorMadeline Deniaud
Show author detailsRolesAuthorJulien Pele
Show author detailsRolesContributorLea Bellenger
Show author detailsRolesContributorJean-Michel Becu
Show author detailsRolesContributor
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- Depends3 packages
- Imports1 package