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Statistical analysis of fractionation resistance by functional category and expression

BACKGROUND: The current literature establishes the importance of gene functional category and expression in promoting or suppressing duplicate gene loss after whole genome doubling in plants, a process known as fractionation. Inspired by studies that have reported gene expression to be the dominatin...

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Autores principales: Chen, Eric C. H., Morin, Annie, Chauchat, Jean-Hugues, Sankoff, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461532/
https://www.ncbi.nlm.nih.gov/pubmed/28589858
http://dx.doi.org/10.1186/s12864-017-3736-0
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author Chen, Eric C. H.
Morin, Annie
Chauchat, Jean-Hugues
Sankoff, David
author_facet Chen, Eric C. H.
Morin, Annie
Chauchat, Jean-Hugues
Sankoff, David
author_sort Chen, Eric C. H.
collection PubMed
description BACKGROUND: The current literature establishes the importance of gene functional category and expression in promoting or suppressing duplicate gene loss after whole genome doubling in plants, a process known as fractionation. Inspired by studies that have reported gene expression to be the dominating factor in preventing duplicate gene loss, we analyzed the relative effect of functional category and expression. METHODS: We use multivariate methods to study data sets on gene retention, function and expression in rosids and asterids to estimate effects and assess their interaction. RESULTS: Our results suggest that the effect on duplicate gene retention fractionation by functional category and expression are independent and have no statistical interaction. CONCLUSION: In plants, functional category is the more dominant factor in explaining duplicate gene loss.
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spelling pubmed-54615322017-06-07 Statistical analysis of fractionation resistance by functional category and expression Chen, Eric C. H. Morin, Annie Chauchat, Jean-Hugues Sankoff, David BMC Genomics Research BACKGROUND: The current literature establishes the importance of gene functional category and expression in promoting or suppressing duplicate gene loss after whole genome doubling in plants, a process known as fractionation. Inspired by studies that have reported gene expression to be the dominating factor in preventing duplicate gene loss, we analyzed the relative effect of functional category and expression. METHODS: We use multivariate methods to study data sets on gene retention, function and expression in rosids and asterids to estimate effects and assess their interaction. RESULTS: Our results suggest that the effect on duplicate gene retention fractionation by functional category and expression are independent and have no statistical interaction. CONCLUSION: In plants, functional category is the more dominant factor in explaining duplicate gene loss. BioMed Central 2017-05-24 /pmc/articles/PMC5461532/ /pubmed/28589858 http://dx.doi.org/10.1186/s12864-017-3736-0 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Chen, Eric C. H.
Morin, Annie
Chauchat, Jean-Hugues
Sankoff, David
Statistical analysis of fractionation resistance by functional category and expression
title Statistical analysis of fractionation resistance by functional category and expression
title_full Statistical analysis of fractionation resistance by functional category and expression
title_fullStr Statistical analysis of fractionation resistance by functional category and expression
title_full_unstemmed Statistical analysis of fractionation resistance by functional category and expression
title_short Statistical analysis of fractionation resistance by functional category and expression
title_sort statistical analysis of fractionation resistance by functional category and expression
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461532/
https://www.ncbi.nlm.nih.gov/pubmed/28589858
http://dx.doi.org/10.1186/s12864-017-3736-0
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