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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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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. |
format | Online Article Text |
id | pubmed-5461532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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