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• W2072831326 abstract "Correlated mutation analysis (CMA) has been used to investigate protein functional sites. However, CMA has suffered from low signal-to-noise ratio caused by meaningless phylogenetic signals or structural constraints. We present a new method, Structure-based Correlated Mutation Analysis (SCMA), which encodes coevolution scores into a protein structure network. A path-based network model is adapted to describe information transfer between residues, and the statistical significance is estimated by network shuffling. This model intrinsically assumes that residues in physical contact have a more reliable coevolution score than distant residues, and that coevolution in distant residues likely arises from a series of contacting and coevolving residues. In addition, coevolutionary coupling is statistically controlled to remove the structural effects. When applied to the rhodopsin structure, the SCMA method identified a much higher percentage of functional residues than the typical coevolution score (61% vs. 22%). In addition, statistically significant residues are used to construct the coevolved residue–residue subnetwork. The network has one highly connected node (retinal bound Lys296), indicating that Lys296 can induce and regulate most other coevolved residues in a variety of locations. The coevolved network consists of a few modular clusters which have distinct functional roles. This article is part of a Special Issue entitled: Computational Methods for Protein Interaction and Structural Prediction." @default.
• W2072831326 created "2016-06-24" @default.
• W2072831326 creator A5006597552 @default.
• W2072831326 creator A5071721971 @default.
• W2072831326 date "2012-12-01" @default.
• W2072831326 modified "2023-09-27" @default.
• W2072831326 title "Structure-based rebuilding of coevolutionary information reveals functional modules in rhodopsin structure" @default.
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• W2072831326 doi "https://doi.org/10.1016/j.bbapap.2012.05.015" @default.
• W2072831326 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22684088" @default.
• W2072831326 hasPublicationYear "2012" @default.
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