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实现加拿大荷斯坦奶牛群的遗传选择差异。

Realized genetic selection differentials in Canadian Holstein dairy herds.

机构信息

Animal Science Department, McGill University, Ste-Anne-de-Bellevue, Montreal, QC, Canada H9X 3V9; Council for Scientific and Industrial Research, Animal Research Institute, Accra, Ghana.

Dairy Consultant, Montreal, Canada.

出版信息

J Dairy Sci. 2020 Feb;103(2):1651-1666. doi: 10.3168/jds.2019-16890. Epub 2019 Nov 20.

Abstract

Estimated breeding values for a selection index, production, durability, health, and fertility traits for Canadian Holstein bulls and cows born from 1950 and 1960, respectively, were used to define and determine realized genetic selection differentials (GSD) and generation intervals along the 4-path model of genetic improvement and the variability among herds in realized GSD. The effects of some non-genetic factors on realized GSD were also determined. The mean generation intervals of the sire-to-bull (SB), dam-to-bull (DB), sire-to-cow (SC), and dam-to-cow (DC) pathways reduced, respectively, from 9.7, 7.5, 7.7, and 4.7 years in 1980 to 2.3, 2.5, 4.8, and 3.6 years in 2016. The realized GSD of lifetime performance index and 305-d milk, fat, and protein yields for the SB and DB paths were greater than those of the SC and DC, and realized GSD for DB were increasing for all production traits and the index after 2009. With the exception of daughter fertility (DF), we found zero to negative selection in the DC path for all the traits studied, due to the minimal opportunity for selection in that path. No clear trends were observed in realized GSD of SB, DB, or SC paths for mammary system, dairy strength, feet and legs, or herd life. The realized GSD for DF in the SB, DB, and SC remained largely negative, except after the early 2000s when positive realized GSD were observed in the SB and DB paths. The realized GSD for DF in the DC path remained positive throughout the period of the study, though mostly non-significantly different from zero, except for 2014 and 2015. Realized GSD for somatic cell score in the SB, DB, and SC paths showed increasing and favorable trends. Year of conception, housing system, agricultural region, and their interactions had significant effects on realized GSD of some traits in the SC and DC paths. We also observed considerable variations in realized GSD among herds. The population mean realized GSD and those of the top and bottom 10% of herds could serve as benchmarks that individual herds could use to monitor their past selection and make changes if they are not moving in the intended direction.

摘要

分别使用 1950 年和 1960 年出生的加拿大荷斯坦公牛和母牛的选择指数、生产、耐久性、健康和繁殖性状的估计育种值,定义并确定了沿着遗传改良的 4 路径模型和群体间的实现遗传选择差异(GSD)和世代间隔的实现遗传选择差异(GSD)的可变性。还确定了一些非遗传因素对实现 GSD 的影响。父本到公牛(SB)、母本到公牛(DB)、父本到母牛(SC)和母本到母牛(DC)途径的平均世代间隔分别从 1980 年的 9.7 年、7.5 年、7.7 年和 4.7 年减少到 2016 年的 2.3 年、2.5 年、4.8 年和 3.6 年。SB 和 DB 路径的终生性能指数和 305 天牛奶、脂肪和蛋白质产量的实现 GSD 大于 SC 和 DC 的实现 GSD,并且自 2009 年以来,DB 的实现 GSD 对于所有生产性状和指数都在增加。除了女儿生育率(DF)外,由于该途径的选择机会很少,我们发现除了女儿生育率(DF)外,DC 途径的所有性状的选择都是零到负的。在 SB、DB 或 SC 路径的乳腺系统、奶制品强度、蹄腿或畜群寿命方面,没有观察到明显的实现 GSD 趋势。SB、DB 和 SC 路径的 DF 的实现 GSD 基本保持负向,除了 21 世纪初 SB 和 DB 路径观察到正向实现 GSD 之外。在整个研究期间,DC 路径的 DF 的实现 GSD 一直保持正值,尽管除了 2014 年和 2015 年之外,大多数情况下与零无显著差异。SB、DB 和 SC 路径的体细胞评分的实现 GSD 显示出增加和有利的趋势。配种年份、饲养系统、农业区及其相互作用对 SC 和 DC 路径中一些性状的实现 GSD 有显著影响。我们还观察到群体间实现 GSD 的差异很大。种群平均实现 GSD 以及前 10%和后 10%的群体的实现 GSD 可以作为个体群体的基准,以监测它们过去的选择,并在它们没有朝着预期方向发展时进行调整。

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