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全基因组关联研究用于评估内罗尔-安格斯杂交奶牛的留种能力。

Genome-wide association study for stayability measures in Nellore-Angus crossbred cows.

机构信息

Department of Animal Science, Texas A&M University, College Station, TX.

出版信息

J Anim Sci. 2018 Apr 14;96(4):1205-1214. doi: 10.1093/jas/sky067.

Abstract

Beef cow stayability is a complex, economically important trait often used as an indicator of a cow's potential lifetime productivity. Stayability is defined as capability of a cow to maintain a perfect record up to 6 yr of age. This age is commonly cited as a financial break-even point, where initial costs of cow development and maintenance are recovered by her cumulative net income from yearly calf receipts. Later-maturing Bos indicus-Bos taurus crossbred cows may experience reproductive difficulty early in life but have a high potential for a long reproductive life span. It was the objective of this study to identify genetic variants associated with measures of beef cow stayability. A population of B. indicus-B. taurus crossbred cows (n = 305) from central Texas was used. Phenotypes for various measures of stayability to 6 yr of age were produced by artificially imposing five different culling criteria on data from the population. Cows were scored either as a 1 (indicating a perfect record through 6 yr) or a 0 (indicating failure at or before 6 yr), under each criterion. Genome-wide association studies (GWAS) were conducted for each criterion using univariate procedures and prefitting the fixed effect of cow contemporary group. SNP associations for two criteria surpassed the false discovery threshold of 0.15, when a cow was scored as 0 upon her first failure to wean a calf, regardless of reason, through 6 yr (criterion 2), and when a cow was scored as 0 upon her first failure to give birth to a calf, through 6 yr (criterion 3). Associated SNP were found on bovine chromosomes (BTA) 1, 2, 5, 9, 18, and 21 for criterion 2 and on BTA 1, 5, 11, 15, and 24 for criterion 3. A critical region on BTA 5: 43-50 Mb was identified for each criterion. Due to the similarities to prior work, the tendency for B. indicus cattle to experience reproductive difficulties early in life, and due to the large proportion of cows that left the herd at an early age under these criteria, these results suggest that the associations are likely driven by an early life trait such as age at puberty or rate of heifer development.

摘要

肉牛的持久力是一个复杂的、经济上重要的特征,通常被用作牛潜在终身生产力的指标。持久力定义为牛在 6 岁之前保持完美记录的能力。这个年龄通常被认为是一个财务收支平衡点,在这个平衡点上,牛的初始开发和维护成本可以通过她每年从小牛收入中获得的累计净收入来收回。后来成熟的印度野牛-瘤牛杂交牛可能在生命早期经历生殖困难,但具有长期生殖寿命的高潜力。本研究的目的是确定与肉牛持久力测量相关的遗传变异。使用来自德克萨斯州中部的印度野牛-瘤牛杂交牛(n=305)群体。通过对群体数据施加五种不同的淘汰标准,产生了各种 6 岁前持久力的表型。根据每个标准,牛的评分要么是 1(表示 6 岁前记录完美),要么是 0(表示在 6 岁前失败)。使用单变量程序对每个标准进行全基因组关联研究(GWAS),并预先拟合牛当代群体的固定效应。当牛因任何原因第一次未能在 6 岁前断奶小牛时,无论原因如何,评分都为 0(标准 2),当牛第一次未能在 6 岁前产小牛时,评分都为 0(标准 3),两个标准的 SNP 关联超过了 0.15 的错误发现阈值。与标准 2 相关的 SNP 位于牛染色体(BTA)1、2、5、9、18 和 21 上,与标准 3 相关的 SNP 位于 BTA 1、5、11、15 和 24 上。在每个标准中都确定了 BTA 5 上的一个关键区域:43-50 Mb。由于与先前工作的相似性,印度野牛牛在生命早期经历生殖困难的倾向,以及由于这些标准下大量的牛在早期离开牛群,这些结果表明,这些关联可能是由青春期或小母牛发育速度等早期生命特征驱动的。

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