Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins

Abstract Reduced female fertility could cause considerable economic loss and has become a worldwide problem in the modern dairy industry. The objective of this study was to detect quantitative trait loci (QTL) for female fertility traits in Chinese and Nordic Holsteins using various strategies. Firs...

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Autores principales: Aoxing Liu, Yachun Wang, Goutam Sahana, Qin Zhang, Lin Liu, Mogens Sandø Lund, Guosheng Su
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Lenguaje:EN
Publicado: Nature Portfolio 2017
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Acceso en línea:https://doaj.org/article/12a7226aa4d44c7f83aea2a6013e4b0c
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spelling oai:doaj.org-article:12a7226aa4d44c7f83aea2a6013e4b0c2021-12-02T12:32:37ZGenome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins10.1038/s41598-017-09170-92045-2322https://doaj.org/article/12a7226aa4d44c7f83aea2a6013e4b0c2017-08-01T00:00:00Zhttps://doi.org/10.1038/s41598-017-09170-9https://doaj.org/toc/2045-2322Abstract Reduced female fertility could cause considerable economic loss and has become a worldwide problem in the modern dairy industry. The objective of this study was to detect quantitative trait loci (QTL) for female fertility traits in Chinese and Nordic Holsteins using various strategies. First, single-trait association analyses were performed for female fertility traits in Chinese and Nordic Holsteins. Second, the SNPs with P-value < 0.005 discovered in Chinese Holsteins were validated in Nordic Holsteins. Third, the summary statistics from single-trait association analyses were combined into meta-analyses to: (1) identify common QTL for multiple fertility traits within each Holstein population; (2) detect SNPs which were associated with a female fertility trait across two Holstein populations. A large numbers of QTL were discovered or confirmed for female fertility traits. The QTL segregating at 31.4~34.1 Mb on BTA13, 48.3~51.9 Mb on BTA23 and 34.0~37.6 Mb on BTA28 shared between Chinese and Nordic Holsteins were further ascertained using a validation approach and meta-analyses. Furthermore, multiple novel variants identified in Chinese Holsteins were validated with Nordic data as well as meta-analyses. The genes IL6R, SLC39A12, CACNB2, ZEB1, ZMIZ1 and FAM213A were concluded to be strong candidate genes for female fertility in Holsteins.Aoxing LiuYachun WangGoutam SahanaQin ZhangLin LiuMogens Sandø LundGuosheng SuNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 7, Iss 1, Pp 1-12 (2017)
institution DOAJ
collection DOAJ
language EN
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Aoxing Liu
Yachun Wang
Goutam Sahana
Qin Zhang
Lin Liu
Mogens Sandø Lund
Guosheng Su
Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins
description Abstract Reduced female fertility could cause considerable economic loss and has become a worldwide problem in the modern dairy industry. The objective of this study was to detect quantitative trait loci (QTL) for female fertility traits in Chinese and Nordic Holsteins using various strategies. First, single-trait association analyses were performed for female fertility traits in Chinese and Nordic Holsteins. Second, the SNPs with P-value < 0.005 discovered in Chinese Holsteins were validated in Nordic Holsteins. Third, the summary statistics from single-trait association analyses were combined into meta-analyses to: (1) identify common QTL for multiple fertility traits within each Holstein population; (2) detect SNPs which were associated with a female fertility trait across two Holstein populations. A large numbers of QTL were discovered or confirmed for female fertility traits. The QTL segregating at 31.4~34.1 Mb on BTA13, 48.3~51.9 Mb on BTA23 and 34.0~37.6 Mb on BTA28 shared between Chinese and Nordic Holsteins were further ascertained using a validation approach and meta-analyses. Furthermore, multiple novel variants identified in Chinese Holsteins were validated with Nordic data as well as meta-analyses. The genes IL6R, SLC39A12, CACNB2, ZEB1, ZMIZ1 and FAM213A were concluded to be strong candidate genes for female fertility in Holsteins.
format article
author Aoxing Liu
Yachun Wang
Goutam Sahana
Qin Zhang
Lin Liu
Mogens Sandø Lund
Guosheng Su
author_facet Aoxing Liu
Yachun Wang
Goutam Sahana
Qin Zhang
Lin Liu
Mogens Sandø Lund
Guosheng Su
author_sort Aoxing Liu
title Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins
title_short Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins
title_full Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins
title_fullStr Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins
title_full_unstemmed Genome-wide Association Studies for Female Fertility Traits in Chinese and Nordic Holsteins
title_sort genome-wide association studies for female fertility traits in chinese and nordic holsteins
publisher Nature Portfolio
publishDate 2017
url https://doaj.org/article/12a7226aa4d44c7f83aea2a6013e4b0c
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