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Epistatic contributions promote the unification of incompatible models of neutral molecular evolution
We introduce a model of amino acid sequence evolution that accounts for the statistical behavior of real sequences induced by epistatic interactions. We base the model dynamics on parameters derived from multiple sequence alignments analyzed by using direct coupling analysis methodology. Known stati...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7084075/ https://www.ncbi.nlm.nih.gov/pubmed/32123092 http://dx.doi.org/10.1073/pnas.1913071117 |
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author | de la Paz, Jose Alberto Nartey, Charisse M. Yuvaraj, Monisha Morcos, Faruck |
author_facet | de la Paz, Jose Alberto Nartey, Charisse M. Yuvaraj, Monisha Morcos, Faruck |
author_sort | de la Paz, Jose Alberto |
collection | PubMed |
description | We introduce a model of amino acid sequence evolution that accounts for the statistical behavior of real sequences induced by epistatic interactions. We base the model dynamics on parameters derived from multiple sequence alignments analyzed by using direct coupling analysis methodology. Known statistical properties such as overdispersion, heterotachy, and gamma-distributed rate-across-sites are shown to be emergent properties of this model while being consistent with neutral evolution theory, thereby unifying observations from previously disjointed evolutionary models of sequences. The relationship between site restriction and heterotachy is characterized by tracking the effective alphabet dynamics of sites. We also observe an evolutionary Stokes shift in the fitness of sequences that have undergone evolution under our simulation. By analyzing the structural information of some proteins, we corroborate that the strongest Stokes shifts derive from sites that physically interact in networks near biochemically important regions. Perspectives on the implementation of our model in the context of the molecular clock are discussed. |
format | Online Article Text |
id | pubmed-7084075 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-70840752020-03-24 Epistatic contributions promote the unification of incompatible models of neutral molecular evolution de la Paz, Jose Alberto Nartey, Charisse M. Yuvaraj, Monisha Morcos, Faruck Proc Natl Acad Sci U S A Biological Sciences We introduce a model of amino acid sequence evolution that accounts for the statistical behavior of real sequences induced by epistatic interactions. We base the model dynamics on parameters derived from multiple sequence alignments analyzed by using direct coupling analysis methodology. Known statistical properties such as overdispersion, heterotachy, and gamma-distributed rate-across-sites are shown to be emergent properties of this model while being consistent with neutral evolution theory, thereby unifying observations from previously disjointed evolutionary models of sequences. The relationship between site restriction and heterotachy is characterized by tracking the effective alphabet dynamics of sites. We also observe an evolutionary Stokes shift in the fitness of sequences that have undergone evolution under our simulation. By analyzing the structural information of some proteins, we corroborate that the strongest Stokes shifts derive from sites that physically interact in networks near biochemically important regions. Perspectives on the implementation of our model in the context of the molecular clock are discussed. National Academy of Sciences 2020-03-17 2020-03-02 /pmc/articles/PMC7084075/ /pubmed/32123092 http://dx.doi.org/10.1073/pnas.1913071117 Text en Copyright © 2020 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences de la Paz, Jose Alberto Nartey, Charisse M. Yuvaraj, Monisha Morcos, Faruck Epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
title | Epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
title_full | Epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
title_fullStr | Epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
title_full_unstemmed | Epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
title_short | Epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
title_sort | epistatic contributions promote the unification of incompatible models of neutral molecular evolution |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7084075/ https://www.ncbi.nlm.nih.gov/pubmed/32123092 http://dx.doi.org/10.1073/pnas.1913071117 |
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