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Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans

BACKGROUND: Large-scale evaluation of gene expression variation among Caenorhabditis elegans lines that have diverged from a common ancestor allows for the analysis of a novel class of biological networks – evolutionary gene coexpression networks. Comparative analysis of these evolutionary networks...

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Autores principales: Jordan, I King, Katz, Lee S, Denver, Dee R, Streelman, J Todd
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2596099/
https://www.ncbi.nlm.nih.gov/pubmed/19014554
http://dx.doi.org/10.1186/1752-0509-2-96
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author Jordan, I King
Katz, Lee S
Denver, Dee R
Streelman, J Todd
author_facet Jordan, I King
Katz, Lee S
Denver, Dee R
Streelman, J Todd
author_sort Jordan, I King
collection PubMed
description BACKGROUND: Large-scale evaluation of gene expression variation among Caenorhabditis elegans lines that have diverged from a common ancestor allows for the analysis of a novel class of biological networks – evolutionary gene coexpression networks. Comparative analysis of these evolutionary networks has the potential to uncover the effects of natural selection in shaping coexpression network topologies since C. elegans mutation accumulation (MA) lines evolve essentially free from the effects of natural selection, whereas natural isolate (NI) populations are subject to selective constraints. RESULTS: We compared evolutionary gene coexpression networks for C. elegans MA lines versus NI populations to evaluate the role that natural selection plays in shaping the evolution of network topologies. MA and NI evolutionary gene coexpression networks were found to have very similar global topological properties as measured by a number of network topological parameters. Observed MA and NI networks show node degree distributions and average values for node degree, clustering coefficient, path length, eccentricity and betweeness that are statistically indistinguishable from one another yet highly distinct from randomly simulated networks. On the other hand, at the local level the MA and NI coexpression networks are highly divergent; pairs of genes coexpressed in the MA versus NI lines are almost entirely different as are the connectivity and clustering properties of individual genes. CONCLUSION: It appears that selective forces shape how local patterns of coexpression change over time but do not control the global topology of C. elegans evolutionary gene coexpression networks. These results have implications for the evolutionary significance of global network topologies, which are known to be conserved across disparate complex systems.
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spelling pubmed-25960992008-12-05 Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans Jordan, I King Katz, Lee S Denver, Dee R Streelman, J Todd BMC Syst Biol Research Article BACKGROUND: Large-scale evaluation of gene expression variation among Caenorhabditis elegans lines that have diverged from a common ancestor allows for the analysis of a novel class of biological networks – evolutionary gene coexpression networks. Comparative analysis of these evolutionary networks has the potential to uncover the effects of natural selection in shaping coexpression network topologies since C. elegans mutation accumulation (MA) lines evolve essentially free from the effects of natural selection, whereas natural isolate (NI) populations are subject to selective constraints. RESULTS: We compared evolutionary gene coexpression networks for C. elegans MA lines versus NI populations to evaluate the role that natural selection plays in shaping the evolution of network topologies. MA and NI evolutionary gene coexpression networks were found to have very similar global topological properties as measured by a number of network topological parameters. Observed MA and NI networks show node degree distributions and average values for node degree, clustering coefficient, path length, eccentricity and betweeness that are statistically indistinguishable from one another yet highly distinct from randomly simulated networks. On the other hand, at the local level the MA and NI coexpression networks are highly divergent; pairs of genes coexpressed in the MA versus NI lines are almost entirely different as are the connectivity and clustering properties of individual genes. CONCLUSION: It appears that selective forces shape how local patterns of coexpression change over time but do not control the global topology of C. elegans evolutionary gene coexpression networks. These results have implications for the evolutionary significance of global network topologies, which are known to be conserved across disparate complex systems. BioMed Central 2008-11-13 /pmc/articles/PMC2596099/ /pubmed/19014554 http://dx.doi.org/10.1186/1752-0509-2-96 Text en Copyright © 2008 Jordan et al; 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
Jordan, I King
Katz, Lee S
Denver, Dee R
Streelman, J Todd
Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans
title Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans
title_full Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans
title_fullStr Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans
title_full_unstemmed Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans
title_short Natural selection governs local, but not global, evolutionary gene coexpression networks in Caenorhabditis elegans
title_sort natural selection governs local, but not global, evolutionary gene coexpression networks in caenorhabditis elegans
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2596099/
https://www.ncbi.nlm.nih.gov/pubmed/19014554
http://dx.doi.org/10.1186/1752-0509-2-96
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