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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...

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Detalles Bibliográficos
Autores principales: de la Paz, Jose Alberto, Nartey, Charisse M., Yuvaraj, Monisha, Morcos, Faruck
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
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.
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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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