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Dissecting protein architecture with communication blocks and communicating segment pairs

BACKGROUND: Proteins adapt to environmental conditions by changing their shape and motions. Characterising protein conformational dynamics is increasingly recognised as necessary to understand how proteins function. Given a conformational ensemble, computational tools are needed to extract in a syst...

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Detalles Bibliográficos
Autores principales: Karami, Yasaman, Laine, Elodie, Carbone, Alessandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4959365/
https://www.ncbi.nlm.nih.gov/pubmed/26823083
http://dx.doi.org/10.1186/s12859-015-0855-y
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author Karami, Yasaman
Laine, Elodie
Carbone, Alessandra
author_facet Karami, Yasaman
Laine, Elodie
Carbone, Alessandra
author_sort Karami, Yasaman
collection PubMed
description BACKGROUND: Proteins adapt to environmental conditions by changing their shape and motions. Characterising protein conformational dynamics is increasingly recognised as necessary to understand how proteins function. Given a conformational ensemble, computational tools are needed to extract in a systematic way pertinent and comprehensive biological information. RESULTS: Here, we present a method, Communication Mapping (COMMA), to decipher the dynamical architecture of a protein. The method first extracts residue-based dynamic properties from all-atom molecular dynamics simulations. Then, it integrates them in a graph theoretic framework, where it identifies groups of residues or protein regions that mediate short- and long-range communication. COMMA introduces original concepts to contrast the different roles played by these regions, namely communication blocks and communicating segment pairs, and evaluates the connections and communication strengths between them. We show the utility and capabilities of COMMA by applying it to three archetypal proteins, namely protein A, the tyrosine kinase KIT and the tumour suppressor p53. CONCLUSION: Our method permits to compare in a direct way the dynamical behaviour either of proteins with different characteristics or of the same protein in different conditions. It is useful to identify residues playing a key role in protein allosteric regulation and to explain the effects of deleterious mutations in a mechanistic way. COMMA is a fully automated tool with broad applicability. It is freely available to the community at www.lcqb.upmc.fr/COMMA. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0855-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-49593652016-08-01 Dissecting protein architecture with communication blocks and communicating segment pairs Karami, Yasaman Laine, Elodie Carbone, Alessandra BMC Bioinformatics Research BACKGROUND: Proteins adapt to environmental conditions by changing their shape and motions. Characterising protein conformational dynamics is increasingly recognised as necessary to understand how proteins function. Given a conformational ensemble, computational tools are needed to extract in a systematic way pertinent and comprehensive biological information. RESULTS: Here, we present a method, Communication Mapping (COMMA), to decipher the dynamical architecture of a protein. The method first extracts residue-based dynamic properties from all-atom molecular dynamics simulations. Then, it integrates them in a graph theoretic framework, where it identifies groups of residues or protein regions that mediate short- and long-range communication. COMMA introduces original concepts to contrast the different roles played by these regions, namely communication blocks and communicating segment pairs, and evaluates the connections and communication strengths between them. We show the utility and capabilities of COMMA by applying it to three archetypal proteins, namely protein A, the tyrosine kinase KIT and the tumour suppressor p53. CONCLUSION: Our method permits to compare in a direct way the dynamical behaviour either of proteins with different characteristics or of the same protein in different conditions. It is useful to identify residues playing a key role in protein allosteric regulation and to explain the effects of deleterious mutations in a mechanistic way. COMMA is a fully automated tool with broad applicability. It is freely available to the community at www.lcqb.upmc.fr/COMMA. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0855-y) contains supplementary material, which is available to authorized users. BioMed Central 2016-01-20 /pmc/articles/PMC4959365/ /pubmed/26823083 http://dx.doi.org/10.1186/s12859-015-0855-y Text en © Karami et al. 2015 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Karami, Yasaman
Laine, Elodie
Carbone, Alessandra
Dissecting protein architecture with communication blocks and communicating segment pairs
title Dissecting protein architecture with communication blocks and communicating segment pairs
title_full Dissecting protein architecture with communication blocks and communicating segment pairs
title_fullStr Dissecting protein architecture with communication blocks and communicating segment pairs
title_full_unstemmed Dissecting protein architecture with communication blocks and communicating segment pairs
title_short Dissecting protein architecture with communication blocks and communicating segment pairs
title_sort dissecting protein architecture with communication blocks and communicating segment pairs
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4959365/
https://www.ncbi.nlm.nih.gov/pubmed/26823083
http://dx.doi.org/10.1186/s12859-015-0855-y
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