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A Simple, General Result for the Variance of Substitution Number in Molecular Evolution
The number of substitutions (of nucleotides, amino acids, etc.) that take place during the evolution of a sequence is a stochastic variable of fundamental importance in the field of molecular evolution. Although the mean number of substitutions during molecular evolution of a sequence can be estimat...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4915360/ https://www.ncbi.nlm.nih.gov/pubmed/27189545 http://dx.doi.org/10.1093/molbev/msw063 |
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author | Houchmandzadeh, Bahram Vallade, Marcel |
author_facet | Houchmandzadeh, Bahram Vallade, Marcel |
author_sort | Houchmandzadeh, Bahram |
collection | PubMed |
description | The number of substitutions (of nucleotides, amino acids, etc.) that take place during the evolution of a sequence is a stochastic variable of fundamental importance in the field of molecular evolution. Although the mean number of substitutions during molecular evolution of a sequence can be estimated for a given substitution model, no simple solution exists for the variance of this random variable. We show in this article that the computation of the variance is as simple as that of the mean number of substitutions for both short and long times. Apart from its fundamental importance, this result can be used to investigate the dispersion index R, that is, the ratio of the variance to the mean substitution number, which is of prime importance in the neutral theory of molecular evolution. By investigating large classes of substitution models, we demonstrate that although [Formula: see text] , to obtain R significantly larger than unity necessitates in general additional hypotheses on the structure of the substitution model. |
format | Online Article Text |
id | pubmed-4915360 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-49153602016-06-22 A Simple, General Result for the Variance of Substitution Number in Molecular Evolution Houchmandzadeh, Bahram Vallade, Marcel Mol Biol Evol Methods The number of substitutions (of nucleotides, amino acids, etc.) that take place during the evolution of a sequence is a stochastic variable of fundamental importance in the field of molecular evolution. Although the mean number of substitutions during molecular evolution of a sequence can be estimated for a given substitution model, no simple solution exists for the variance of this random variable. We show in this article that the computation of the variance is as simple as that of the mean number of substitutions for both short and long times. Apart from its fundamental importance, this result can be used to investigate the dispersion index R, that is, the ratio of the variance to the mean substitution number, which is of prime importance in the neutral theory of molecular evolution. By investigating large classes of substitution models, we demonstrate that although [Formula: see text] , to obtain R significantly larger than unity necessitates in general additional hypotheses on the structure of the substitution model. Oxford University Press 2016-07 2016-04-06 /pmc/articles/PMC4915360/ /pubmed/27189545 http://dx.doi.org/10.1093/molbev/msw063 Text en © The Author 2016. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Methods Houchmandzadeh, Bahram Vallade, Marcel A Simple, General Result for the Variance of Substitution Number in Molecular Evolution |
title | A Simple, General Result for the Variance of Substitution Number in Molecular Evolution |
title_full | A Simple, General Result for the Variance of Substitution Number in Molecular Evolution |
title_fullStr | A Simple, General Result for the Variance of Substitution Number in Molecular Evolution |
title_full_unstemmed | A Simple, General Result for the Variance of Substitution Number in Molecular Evolution |
title_short | A Simple, General Result for the Variance of Substitution Number in Molecular Evolution |
title_sort | simple, general result for the variance of substitution number in molecular evolution |
topic | Methods |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4915360/ https://www.ncbi.nlm.nih.gov/pubmed/27189545 http://dx.doi.org/10.1093/molbev/msw063 |
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