icorrelationplus
icorrelationplus extracts and analyzes dynamical pairwise correlations in proteins from molecular dynamics (MD) trajectories and normal-mode analyses of coarse-grained models to elucidate residue coupling and functional relationships.
Key Features:
- Calculation of Pairwise Correlations: Computes pairwise dynamical correlations between residues from large MD trajectories and normal-mode analyses of coarse-grained models.
- Correlation Map Visualization: Produces correlation maps to represent residue-residue dynamical couplings for interpretation of protein dynamics.
- Identification of Key Residues: Identifies residues with strong dynamical coupling that may contribute to allosteric regulation or functional effects of mutations.
- Integration with Sequence Coevolution Data: Enables combination and comparison of dynamical correlation data with sequence coevolution information.
Scientific Applications:
- Allosteric Regulation Studies: Detects long-distance dynamical couplings and residues implicated in transmission of allosteric signals.
- Protein Function Analysis: Assists in dissecting the functional implications of residue interactions and mutational effects on dynamics.
- Comparative Dynamics and Evolution: Compares dynamical coupling patterns with evolutionary sequence coevolution to link dynamics and conservation.
Methodology:
Extracts correlation data from extensive MD simulations and from normal-mode analyses of coarse-grained models to examine residue interactions.
Topics
Details
- License:
- LGPL-3.0
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- Python
- Added:
- 4/30/2022
- Last Updated:
- 4/30/2022
Operations
Publications
Tekpinar M, Neron B, Delarue M. Extracting Dynamical Correlations and Identifying Key Residues for Allosteric Communication in Proteins by<i>correlationplus</i>. Journal of Chemical Information and Modeling. 2021;61(10):4832-4838. doi:10.1021/acs.jcim.1c00742. PMID:34652149.
PMID: 34652149