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Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross

Epistasis describes an interaction between the effects of loci. We included epistasis in quantitative trait locus (QTL) mapping of growth at a series of ages in a cross of a Chinese pig breed, Erhualian, with a commercial line, White Duroc. Erhualian pigs have much lower growth rates than White Duro...

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Autores principales: Crooks, Lucy, Guo, Yuanmei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5218402/
https://www.ncbi.nlm.nih.gov/pubmed/28060815
http://dx.doi.org/10.1371/journal.pone.0162045
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author Crooks, Lucy
Guo, Yuanmei
author_facet Crooks, Lucy
Guo, Yuanmei
author_sort Crooks, Lucy
collection PubMed
description Epistasis describes an interaction between the effects of loci. We included epistasis in quantitative trait locus (QTL) mapping of growth at a series of ages in a cross of a Chinese pig breed, Erhualian, with a commercial line, White Duroc. Erhualian pigs have much lower growth rates than White Duroc. We improved a method for genomewide testing of epistasis and present a clear analysis workflow. We also suggest a new approach for interpreting epistasis results where significant additive and dominance effects of a locus in specific backgrounds are determined. In total, seventeen QTL were found and eleven showed epistasis. Loci on chromosomes 2, 3, 4 and 7 were highlighted as affecting growth at more than one age or forming an interaction network. Epistasis resulted in both the QTL on chromosomes 3 and 7 having effects in opposite directions. We believe it is the first time for the chromosome 7 locus that an allele from a Chinese breed has been found to decrease growth. The consequences of epistasis were diverse. Results were impacted by using growth rather than body weight as the phenotype and by correcting for an effect of mother. Epistasis made a considerable contribution to growth in this population and modelling epistasis was important for accurately determining QTL effects.
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spelling pubmed-52184022017-01-19 Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross Crooks, Lucy Guo, Yuanmei PLoS One Research Article Epistasis describes an interaction between the effects of loci. We included epistasis in quantitative trait locus (QTL) mapping of growth at a series of ages in a cross of a Chinese pig breed, Erhualian, with a commercial line, White Duroc. Erhualian pigs have much lower growth rates than White Duroc. We improved a method for genomewide testing of epistasis and present a clear analysis workflow. We also suggest a new approach for interpreting epistasis results where significant additive and dominance effects of a locus in specific backgrounds are determined. In total, seventeen QTL were found and eleven showed epistasis. Loci on chromosomes 2, 3, 4 and 7 were highlighted as affecting growth at more than one age or forming an interaction network. Epistasis resulted in both the QTL on chromosomes 3 and 7 having effects in opposite directions. We believe it is the first time for the chromosome 7 locus that an allele from a Chinese breed has been found to decrease growth. The consequences of epistasis were diverse. Results were impacted by using growth rather than body weight as the phenotype and by correcting for an effect of mother. Epistasis made a considerable contribution to growth in this population and modelling epistasis was important for accurately determining QTL effects. Public Library of Science 2017-01-06 /pmc/articles/PMC5218402/ /pubmed/28060815 http://dx.doi.org/10.1371/journal.pone.0162045 Text en © 2017 Crooks, Guo http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Crooks, Lucy
Guo, Yuanmei
Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross
title Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross
title_full Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross
title_fullStr Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross
title_full_unstemmed Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross
title_short Consequences of Epistasis on Growth in an Erhualian × White Duroc Pig Cross
title_sort consequences of epistasis on growth in an erhualian × white duroc pig cross
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5218402/
https://www.ncbi.nlm.nih.gov/pubmed/28060815
http://dx.doi.org/10.1371/journal.pone.0162045
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