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A neutral theory of genome evolution and the frequency distribution of genes

BACKGROUND: The gene composition of bacteria of the same species can differ significantly between isolates. Variability in gene composition can be summarized in terms of gene frequency distributions, in which individual genes are ranked according to the frequency of genomes in which they appear. Emp...

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Autores principales: Haegeman, Bart, Weitz, Joshua S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386021/
https://www.ncbi.nlm.nih.gov/pubmed/22613814
http://dx.doi.org/10.1186/1471-2164-13-196
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author Haegeman, Bart
Weitz, Joshua S
author_facet Haegeman, Bart
Weitz, Joshua S
author_sort Haegeman, Bart
collection PubMed
description BACKGROUND: The gene composition of bacteria of the same species can differ significantly between isolates. Variability in gene composition can be summarized in terms of gene frequency distributions, in which individual genes are ranked according to the frequency of genomes in which they appear. Empirical gene frequency distributions possess a U-shape, such that there are many rare genes, some genes of intermediate occurrence, and many common genes. It would seem that U-shaped gene frequency distributions can be used to infer the essentiality and/or importance of a gene to a species. Here, we ask: can U-shaped gene frequency distributions, instead, arise generically via neutral processes of genome evolution? RESULTS: We introduce a neutral model of genome evolution which combines birth-death processes at the organismal level with gene uptake and loss at the genomic level. This model predicts that gene frequency distributions possess a characteristic U-shape even in the absence of selective forces driving genome and population structure. We compare the model predictions to empirical gene frequency distributions from 6 multiply sequenced species of bacterial pathogens. We fit the model with constant population size to data, matching U-shape distributions albeit without matching all quantitative features of the distribution. We find stronger model fits in the case where we consider exponentially growing populations. We also show that two alternative models which contain a "rigid" and "flexible" core component of genomes provide strong fits to gene frequency distributions. CONCLUSIONS: The analysis of neutral models of genome evolution suggests that U-shaped gene frequency distributions provide less information than previously suggested regarding gene essentiality. We discuss the need for additional theory and genomic level information to disentangle the roles of evolutionary mechanisms operating within and amongst individuals in driving the dynamics of gene distributions.
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spelling pubmed-33860212012-06-29 A neutral theory of genome evolution and the frequency distribution of genes Haegeman, Bart Weitz, Joshua S BMC Genomics Research Article BACKGROUND: The gene composition of bacteria of the same species can differ significantly between isolates. Variability in gene composition can be summarized in terms of gene frequency distributions, in which individual genes are ranked according to the frequency of genomes in which they appear. Empirical gene frequency distributions possess a U-shape, such that there are many rare genes, some genes of intermediate occurrence, and many common genes. It would seem that U-shaped gene frequency distributions can be used to infer the essentiality and/or importance of a gene to a species. Here, we ask: can U-shaped gene frequency distributions, instead, arise generically via neutral processes of genome evolution? RESULTS: We introduce a neutral model of genome evolution which combines birth-death processes at the organismal level with gene uptake and loss at the genomic level. This model predicts that gene frequency distributions possess a characteristic U-shape even in the absence of selective forces driving genome and population structure. We compare the model predictions to empirical gene frequency distributions from 6 multiply sequenced species of bacterial pathogens. We fit the model with constant population size to data, matching U-shape distributions albeit without matching all quantitative features of the distribution. We find stronger model fits in the case where we consider exponentially growing populations. We also show that two alternative models which contain a "rigid" and "flexible" core component of genomes provide strong fits to gene frequency distributions. CONCLUSIONS: The analysis of neutral models of genome evolution suggests that U-shaped gene frequency distributions provide less information than previously suggested regarding gene essentiality. We discuss the need for additional theory and genomic level information to disentangle the roles of evolutionary mechanisms operating within and amongst individuals in driving the dynamics of gene distributions. BioMed Central 2012-05-21 /pmc/articles/PMC3386021/ /pubmed/22613814 http://dx.doi.org/10.1186/1471-2164-13-196 Text en Copyright ©2012 Haegeman and Weitz; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Haegeman, Bart
Weitz, Joshua S
A neutral theory of genome evolution and the frequency distribution of genes
title A neutral theory of genome evolution and the frequency distribution of genes
title_full A neutral theory of genome evolution and the frequency distribution of genes
title_fullStr A neutral theory of genome evolution and the frequency distribution of genes
title_full_unstemmed A neutral theory of genome evolution and the frequency distribution of genes
title_short A neutral theory of genome evolution and the frequency distribution of genes
title_sort neutral theory of genome evolution and the frequency distribution of genes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3386021/
https://www.ncbi.nlm.nih.gov/pubmed/22613814
http://dx.doi.org/10.1186/1471-2164-13-196
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