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Genome-wide association study for lactation persistency, female fertility, longevity, and lifetime profit index traits in Holstein dairy cattle

机译:全基因组关联研究荷斯坦奶牛的泌乳持续性,雌性育性,寿命和终生利润指数特征

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摘要

Female fertility in Holstein cattle can decline when intense genetic selection is placed on milk production. One approach to improving fertility is to identify the genomic regions and variants affecting fertility traits and then incorporate this knowledge into selection decisions. The objectives of this study were to identify or refine the positions of the genomic regions associated with lactation persistency, female fertility traits (age at first service, cow first service to conception, heifer and cow nonreturn rates), longevity traits (herd life, indirect herd life, and direct herd life), and lifetime profit index in the North American Holstein dairy cattle population. A genome-wide association study was performed for each trait, using a single SNP (single nucleotide polymorphism) regression mixed linear model and imputed high-density panel (777k) genotypes. No associations were identified for fertility traits. Several peak regions were detected for lifetime profit index, lactation persistency, and longevity. The results overlap with previous findings and identify some novel regions for lactation persistency. Previously proposed causative and candidate genes supported by this work include DGAT1, GRINA, and CPSF1, whereas new candidate genes are SLC2A4RG and THRB. Thus, the chromosomal regions identified in this study not only confirm several previous findings but also highlight new regions that may contribute to genetic variation in lactation persistency and longevity-associated traits in dairy cattle.
机译:当对牛奶的生产进行大量的基因选择时,荷斯坦奶牛的雌性生育能力会下降。一种提高生育力的方法是确定影响生育力性状的基因组区域和变异体,然后将此知识纳入选择决策。这项研究的目的是确定或完善与泌乳持续性,雌性育性性状(首次服役年龄,初次受孕的母牛,母牛和母牛的不返身率),长寿性状(畜群寿命,间接性)相关的基因组区域的位置。牧群生活和直接牧群生活),以及北美荷斯坦奶牛种群的终生利润指数。使用单个SNP(单核苷酸多态性)回归混合线性模型和估算的高密度面板(777k)基因型对每种性状进行了全基因组关联研究。没有发现有关生育性状的关联。检测了几个峰值区域,用于终生利润指数,哺乳期持久性和寿命。结果与以前的发现相重叠,并确定了一些新的哺乳持续性区域。这项工作支持的先前提出的致病基因和候选基因包括DGAT1,GRINA和CPSF1,而新的候选基因是SLC2A4RG和THRB。因此,在这项研究中确定的染色体区域不仅证实了先前的一些发现,而且突出了可能有助于奶牛泌乳持续性和长寿相关性状遗传变异的新区域。

著录项

  • 来源
    《Journal of dairy science》 |2017年第2期|1246-1258|共13页
  • 作者单位

    Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada, T6G 2P5;

    Centre for the Genetic Improvement of Livestock, University of Guelph, Ontario, Canada, N1G 2W1,The Semex Alliance, Guelph, Ontario, Canada, N1H 6J2;

    Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada, T6G 2P5,Department of Animal and Poultry Production, Damanhour University, Damanhour, Egypt;

    Centre for the Genetic Improvement of Livestock, University of Guelph, Ontario, Canada, N1G 2W1,Angus Genetics Inc., American Angus Association, St. Joseph, MO 64506;

    Centre for the Genetic Improvement of Livestock, University of Guelph, Ontario, Canada, N1G 2W1;

    Agriculture and Food Innovation, Center for Animal Science, University of Queensland, St Lucia QLD 4072, Australia;

    Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada, T6G 2P5;

  • 收录信息 美国《科学引文索引》(SCI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    longevity; genome-wide association study; lifetime profit index; fertility;

    机译:长寿;全基因组关联研究;终生利润指数;生育能力;

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