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Sequence entropy of folding and the absolute rate of amino acid substitutions

Adequate representations of protein evolution should consider how the acceptance of mutations depends on the sequence context in which they arise. However, epistatic interactions among sites in a protein result in time and spatial substitution rate heterogeneity beyond the capabilities of current mo...

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Autores principales: Goldstein, Richard A., Pollock, David D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5701738/
https://www.ncbi.nlm.nih.gov/pubmed/29062121
http://dx.doi.org/10.1038/s41559-017-0338-9
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author Goldstein, Richard A.
Pollock, David D.
author_facet Goldstein, Richard A.
Pollock, David D.
author_sort Goldstein, Richard A.
collection PubMed
description Adequate representations of protein evolution should consider how the acceptance of mutations depends on the sequence context in which they arise. However, epistatic interactions among sites in a protein result in time and spatial substitution rate heterogeneity beyond the capabilities of current models. Here, we exploit parallels between amino acid substitutions and chemical reaction kinetics to develop an improved theory of protein evolution. We constructed a mechanistic framework for modelling amino acid substitution rates that employs the formalisms of statistical mechanics, with population genetics principles underlying the analysis. Theoretical analyses and computer simulations of proteins under purifying selection for thermodynamic stability show that substitution rates and the stabilisation of resident amino acids (the ‘evolutionary Stokes shift’) can be predicted from biophysics and the effect of sequence entropy alone. Furthermore, we demonstrate that substitutions predominantly occur when epistatic interactions result in near neutrality; substitution rates are determined by how often epistasis results in such nearly neutral conditions. This theory provides a general framework for modelling protein sequence change under purifying selection, potentially explains patterns of convergence and mutation rates in real proteins that are incompatible with previous models, and provides a better null model for the detection of adaptive changes.
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spelling pubmed-57017382018-04-23 Sequence entropy of folding and the absolute rate of amino acid substitutions Goldstein, Richard A. Pollock, David D. Nat Ecol Evol Article Adequate representations of protein evolution should consider how the acceptance of mutations depends on the sequence context in which they arise. However, epistatic interactions among sites in a protein result in time and spatial substitution rate heterogeneity beyond the capabilities of current models. Here, we exploit parallels between amino acid substitutions and chemical reaction kinetics to develop an improved theory of protein evolution. We constructed a mechanistic framework for modelling amino acid substitution rates that employs the formalisms of statistical mechanics, with population genetics principles underlying the analysis. Theoretical analyses and computer simulations of proteins under purifying selection for thermodynamic stability show that substitution rates and the stabilisation of resident amino acids (the ‘evolutionary Stokes shift’) can be predicted from biophysics and the effect of sequence entropy alone. Furthermore, we demonstrate that substitutions predominantly occur when epistatic interactions result in near neutrality; substitution rates are determined by how often epistasis results in such nearly neutral conditions. This theory provides a general framework for modelling protein sequence change under purifying selection, potentially explains patterns of convergence and mutation rates in real proteins that are incompatible with previous models, and provides a better null model for the detection of adaptive changes. 2017-10-23 2017-12 /pmc/articles/PMC5701738/ /pubmed/29062121 http://dx.doi.org/10.1038/s41559-017-0338-9 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Goldstein, Richard A.
Pollock, David D.
Sequence entropy of folding and the absolute rate of amino acid substitutions
title Sequence entropy of folding and the absolute rate of amino acid substitutions
title_full Sequence entropy of folding and the absolute rate of amino acid substitutions
title_fullStr Sequence entropy of folding and the absolute rate of amino acid substitutions
title_full_unstemmed Sequence entropy of folding and the absolute rate of amino acid substitutions
title_short Sequence entropy of folding and the absolute rate of amino acid substitutions
title_sort sequence entropy of folding and the absolute rate of amino acid substitutions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5701738/
https://www.ncbi.nlm.nih.gov/pubmed/29062121
http://dx.doi.org/10.1038/s41559-017-0338-9
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