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短讯:澳大利亚奶牛耐热性能育种值的实施。

Short communication: Implementation of a breeding value for heat tolerance in Australian dairy cattle.

机构信息

Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria 3083, Australia.

Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, Victoria 3083, Australia; School of Applied Systems Biology, La Trobe University, Bundoora, Victoria 3083, Australia.

出版信息

J Dairy Sci. 2017 Sep;100(9):7362-7367. doi: 10.3168/jds.2017-12898. Epub 2017 Jul 12.

Abstract

Excessive ambient temperature and humidity can impair milk production and fertility of dairy cows. Selection for heat-tolerant animals is one possible option to mitigate the effects of heat stress. To enable selection for this trait, we describe the development of a heat tolerance breeding value for Australian dairy cattle. We estimated the direct genomic values of decline in milk, fat, and protein yield per unit increase of temperature-humidity index (THI) using 46,726 single nucleotide polymorphisms and a reference population of 2,236 sires and 11,853 cows for Holsteins and 506 sires and 4,268 cows for Jerseys. This new direct genomic value is the Australian genomic breeding value for heat tolerance (HT ABVg). The components of the HT ABVg are the decline in milk, fat, and protein per unit increase in THI when THI increases above the threshold of 60. These components are weighted by their respective economic values, assumed to be equivalent to the weights applied to milk, fat, and protein yield in the Australian selection indices. Within each breed, the HT ABVg is then standardized to have a mean of 100 and standard deviation (SD) of 5, which is consistent with the presentation of breeding values for many other traits in Australia. The HT ABVg ranged from -4 to +3 SD in Holsteins and -3 to +4 SD in Jerseys. The mean reliabilities of HT ABVg among validation sires, calculated from the prediction error variance and additive genetic variance, were 38% in both breeds. The range in ABVg and their reliability suggests that HT can be improved using genomic selection. There has been a deterioration in the genetic trend of HT, and to moderate the decline it is suggested that the HT ABVg should be included in a multitrait economic index with other traits that contribute to farm profit.

摘要

过高的环境温度和湿度会降低奶牛的产奶量和繁殖力。选育耐热动物是减轻热应激影响的一种可能选择。为了实现对该性状的选育,我们描述了一种澳大利亚奶牛耐热性选育值的开发。我们使用 46726 个单核苷酸多态性和一个包含 2236 头公牛和 11853 头荷斯坦奶牛以及 506 头公牛和 4268 头泽西奶牛的参考群体,估计了每增加一个温度-湿度指数(THI)单位时牛奶、脂肪和蛋白质产量的直接基因组值下降情况。这个新的直接基因组值是澳大利亚耐热性(HT ABVg)的基因组选育值。HT ABVg 的组成部分是当 THI 超过 60 的阈值时,THI 每增加一个单位,牛奶、脂肪和蛋白质产量的下降情况。这些组成部分的权重与其各自的经济价值相对应,假设与澳大利亚选择指数中牛奶、脂肪和蛋白质产量的权重相同。在每个品种中,HT ABVg 都被标准化为平均值为 100,标准差为 5,这与澳大利亚许多其他性状的选育值表示方式一致。荷斯坦牛的 HT ABVg 范围在-4 到+3 SD 之间,泽西牛的 HT ABVg 范围在-3 到+4 SD 之间。从预测误差方差和加性遗传方差中计算出的验证公牛 HT ABVg 的平均可靠性在两个品种中分别为 38%。ABVg 的范围及其可靠性表明,使用基因组选择可以提高 HT。HT 的遗传趋势已经恶化,为了减缓下降趋势,建议将 HT ABVg 纳入一个多性状经济指数中,与其他有助于农场利润的性状一起考虑。

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