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Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle

BACKGROUND: The genetic determinism of the calving and suckling performance of beef cows is little known whereas these maternal traits are of major economic importance in beef cattle production systems. This paper aims to identify QTL regions and candidate genes that affect maternal performance trai...

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Autores principales: Michenet, Alexis, Barbat, Marine, Saintilan, Romain, Venot, Eric, Phocas, Florence
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4915167/
https://www.ncbi.nlm.nih.gov/pubmed/27328805
http://dx.doi.org/10.1186/s12863-016-0397-y
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author Michenet, Alexis
Barbat, Marine
Saintilan, Romain
Venot, Eric
Phocas, Florence
author_facet Michenet, Alexis
Barbat, Marine
Saintilan, Romain
Venot, Eric
Phocas, Florence
author_sort Michenet, Alexis
collection PubMed
description BACKGROUND: The genetic determinism of the calving and suckling performance of beef cows is little known whereas these maternal traits are of major economic importance in beef cattle production systems. This paper aims to identify QTL regions and candidate genes that affect maternal performance traits in the Blonde d’Aquitaine breed. Three calving performance traits were studied: the maternal effect on calving score from field data, the calving score and pelvic opening recorded in station for primiparous cows. Three other traits related to suckling performance were also analysed: the maternal effect on weaning weight from field data, milk yield and the udder swelling score recorded in station for primiparous cows. A total of 2,505 animals were genotyped from various chip densities and imputed in high density chips for 706,791 SNP. The number of genotyped animals with phenotypes ranged from 1,151 to 2,284, depending on the trait considered. RESULTS: QTL detections were performed using a Bayes C approach. Evidence for a QTL was based on Bayes Factor values. Putative candidate genes were proposed for the QTL with major evidence for one of the six traits and for the QTL shared by at least two of the three traits underlying either calving or suckling performance. Nine candidate genes were proposed for calving performance among the nine highlighted QTL regions. The neuroregulin gene on chromosome 27 was notably identified as a very likely candidate gene for maternal calving performance. As for suckling abilities, seven candidate genes were identified among the 15 highlighted QTL. In particular, the Group-Specific Component gene on chromosome 6, which encodes vitamin D binding protein, is likely to have a major effect on maternal weaning weight in the Blonde d’Aquitaine breed. This gene had already been linked to milk production and clinical mastitis in dairy cattle. CONCLUSION: In the near future, these QTL findings and the preliminary proposals of candidate genes which act on the maternal performance of beef cows should help to identify putative causal mutations based on sequence data from different cattle breeds. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-016-0397-y) contains supplementary material, which is available to authorized users.
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spelling pubmed-49151672016-06-22 Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle Michenet, Alexis Barbat, Marine Saintilan, Romain Venot, Eric Phocas, Florence BMC Genet Research Article BACKGROUND: The genetic determinism of the calving and suckling performance of beef cows is little known whereas these maternal traits are of major economic importance in beef cattle production systems. This paper aims to identify QTL regions and candidate genes that affect maternal performance traits in the Blonde d’Aquitaine breed. Three calving performance traits were studied: the maternal effect on calving score from field data, the calving score and pelvic opening recorded in station for primiparous cows. Three other traits related to suckling performance were also analysed: the maternal effect on weaning weight from field data, milk yield and the udder swelling score recorded in station for primiparous cows. A total of 2,505 animals were genotyped from various chip densities and imputed in high density chips for 706,791 SNP. The number of genotyped animals with phenotypes ranged from 1,151 to 2,284, depending on the trait considered. RESULTS: QTL detections were performed using a Bayes C approach. Evidence for a QTL was based on Bayes Factor values. Putative candidate genes were proposed for the QTL with major evidence for one of the six traits and for the QTL shared by at least two of the three traits underlying either calving or suckling performance. Nine candidate genes were proposed for calving performance among the nine highlighted QTL regions. The neuroregulin gene on chromosome 27 was notably identified as a very likely candidate gene for maternal calving performance. As for suckling abilities, seven candidate genes were identified among the 15 highlighted QTL. In particular, the Group-Specific Component gene on chromosome 6, which encodes vitamin D binding protein, is likely to have a major effect on maternal weaning weight in the Blonde d’Aquitaine breed. This gene had already been linked to milk production and clinical mastitis in dairy cattle. CONCLUSION: In the near future, these QTL findings and the preliminary proposals of candidate genes which act on the maternal performance of beef cows should help to identify putative causal mutations based on sequence data from different cattle breeds. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-016-0397-y) contains supplementary material, which is available to authorized users. BioMed Central 2016-06-21 /pmc/articles/PMC4915167/ /pubmed/27328805 http://dx.doi.org/10.1186/s12863-016-0397-y Text en © The Author(s). 2016 Open AccessThis 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 Article
Michenet, Alexis
Barbat, Marine
Saintilan, Romain
Venot, Eric
Phocas, Florence
Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle
title Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle
title_full Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle
title_fullStr Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle
title_full_unstemmed Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle
title_short Detection of quantitative trait loci for maternal traits using high-density genotypes of Blonde d’Aquitaine beef cattle
title_sort detection of quantitative trait loci for maternal traits using high-density genotypes of blonde d’aquitaine beef cattle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4915167/
https://www.ncbi.nlm.nih.gov/pubmed/27328805
http://dx.doi.org/10.1186/s12863-016-0397-y
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