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Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds
The cotton genus (Gossypium) provides a superior system for the study of diversification, genome evolution, polyploidization, and human-mediated selection. To gain insight into phenotypic diversification in cotton seeds, we conducted coexpression network analysis of developing seeds from diploid and...
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/PMC5585989/ https://www.ncbi.nlm.nih.gov/pubmed/28062755 http://dx.doi.org/10.1093/gbe/evw280 |
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author | Hu, Guanjing Hovav, Ran Grover, Corrinne E. Faigenboim-Doron, Adi Kadmon, Noa Page, Justin T. Udall, Joshua A. Wendel, Jonathan F. |
author_facet | Hu, Guanjing Hovav, Ran Grover, Corrinne E. Faigenboim-Doron, Adi Kadmon, Noa Page, Justin T. Udall, Joshua A. Wendel, Jonathan F. |
author_sort | Hu, Guanjing |
collection | PubMed |
description | The cotton genus (Gossypium) provides a superior system for the study of diversification, genome evolution, polyploidization, and human-mediated selection. To gain insight into phenotypic diversification in cotton seeds, we conducted coexpression network analysis of developing seeds from diploid and allopolyploid cotton species and explored network properties. Key network modules and functional associations were identified related to seed oil content and seed weight. We compared species-specific networks to reveal topological changes, including rewired edges and differentially coexpressed genes, associated with speciation, polyploidy, and cotton domestication. Network comparisons among species indicate that topologies are altered in addition to gene expression profiles, indicating that changes in transcriptomic coexpression relationships play a role in the developmental architecture of cotton seed development. The global network topology of allopolyploids, especially for domesticated G. hirsutum, resembles the network of the A-genome diploid more than that of the D-genome parent, despite its D-like phenotype in oil content. Expression modifications associated with allopolyploidy include coexpression level dominance and transgressive expression, suggesting that the transcriptomic architecture in polyploids is to some extent a modular combination of that of its progenitor genomes. Among allopolyploids, intermodular relationships are more preserved between two different wild allopolyploid species than they are between wild and domesticated forms of a cultivated cotton, and regulatory connections of oil synthesis-related pathways are denser and more closely clustered in domesticated vs. wild G. hirsutum. These results demonstrate substantial modification of genic coexpression under domestication. Our work demonstrates how network inference informs our understanding of the transcriptomic architecture of phenotypic variation associated with temporal scales ranging from thousands (domestication) to millions (speciation) of years, and by polyploidy. |
format | Online Article Text |
id | pubmed-5585989 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-55859892017-09-11 Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds Hu, Guanjing Hovav, Ran Grover, Corrinne E. Faigenboim-Doron, Adi Kadmon, Noa Page, Justin T. Udall, Joshua A. Wendel, Jonathan F. Genome Biol Evol Research Article The cotton genus (Gossypium) provides a superior system for the study of diversification, genome evolution, polyploidization, and human-mediated selection. To gain insight into phenotypic diversification in cotton seeds, we conducted coexpression network analysis of developing seeds from diploid and allopolyploid cotton species and explored network properties. Key network modules and functional associations were identified related to seed oil content and seed weight. We compared species-specific networks to reveal topological changes, including rewired edges and differentially coexpressed genes, associated with speciation, polyploidy, and cotton domestication. Network comparisons among species indicate that topologies are altered in addition to gene expression profiles, indicating that changes in transcriptomic coexpression relationships play a role in the developmental architecture of cotton seed development. The global network topology of allopolyploids, especially for domesticated G. hirsutum, resembles the network of the A-genome diploid more than that of the D-genome parent, despite its D-like phenotype in oil content. Expression modifications associated with allopolyploidy include coexpression level dominance and transgressive expression, suggesting that the transcriptomic architecture in polyploids is to some extent a modular combination of that of its progenitor genomes. Among allopolyploids, intermodular relationships are more preserved between two different wild allopolyploid species than they are between wild and domesticated forms of a cultivated cotton, and regulatory connections of oil synthesis-related pathways are denser and more closely clustered in domesticated vs. wild G. hirsutum. These results demonstrate substantial modification of genic coexpression under domestication. Our work demonstrates how network inference informs our understanding of the transcriptomic architecture of phenotypic variation associated with temporal scales ranging from thousands (domestication) to millions (speciation) of years, and by polyploidy. Oxford University Press 2016-12-24 /pmc/articles/PMC5585989/ /pubmed/28062755 http://dx.doi.org/10.1093/gbe/evw280 Text en © The Author(s) 2017. 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 | Research Article Hu, Guanjing Hovav, Ran Grover, Corrinne E. Faigenboim-Doron, Adi Kadmon, Noa Page, Justin T. Udall, Joshua A. Wendel, Jonathan F. Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds |
title | Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds |
title_full | Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds |
title_fullStr | Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds |
title_full_unstemmed | Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds |
title_short | Evolutionary Conservation and Divergence of Gene Coexpression Networks in Gossypium (Cotton) Seeds |
title_sort | evolutionary conservation and divergence of gene coexpression networks in gossypium (cotton) seeds |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585989/ https://www.ncbi.nlm.nih.gov/pubmed/28062755 http://dx.doi.org/10.1093/gbe/evw280 |
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