Kgari Ramadimetje Delight, Muller Carel, Dzama Kennedy, Makgahlela Mahlako Linah
Agricultural Research Council, Department of Animal Breeding and Genetics, Private Bag X2, Irene 0062, South Africa.
Department of Animal Sciences, University of Stellenbosch, Stellenbosch 7600, South Africa.
Animals (Basel). 2022 Aug 10;12(16):2023. doi: 10.3390/ani12162023.
This study aimed to derive additional fertility traits from service data and estimate their genetic parameters for their possible inclusion in the South African Holstein cattle breeding programs. Service records ( = 64,464) were collected from 18 South African Holstein herds using on-farm automated milk recording systems. Using a multivariate model, the data were used to estimate heritabilities and correlations among several fertility traits. The pedigree data consisted of information on 18,592 animals born between 1981 and 2013. Heritability estimates observed were low to moderate (0.02 ± 0.00 to 0.24 ± 0.00), indicating that there is some genetic basis for the explored fertility traits to warrant selection. The genetic correlations observed between fertility traits were generally favorable, with some high correlations between age at first service (AFS) and services per conception for heifers (SPCh) (0.73 ± 0.00) and between days from calving to first service (CFS) and services per conception for cows (SPC) (0.90 ± 0.01). Positive genetic correlations indicate that improvement in one trait is coupled with a correlated genetic increase in another trait. The studied fertility traits could be used in addition to AFC and CI to serve as a basis for the selection of reproduction in dairy cattle to minimize selection bias.
本研究旨在从配种数据中提取更多繁殖性状,并估计其遗传参数,以便将其纳入南非荷斯坦奶牛育种计划。使用农场自动挤奶记录系统从18个南非荷斯坦牛群中收集了配种记录((n = 64,464))。利用多变量模型,这些数据被用于估计几个繁殖性状之间的遗传力和相关性。系谱数据包含了1981年至2013年间出生的18,592头动物的信息。观察到的遗传力估计值较低至中等((0.02 ± 0.00)至(0.24 ± 0.00)),这表明所探究的繁殖性状存在一定的遗传基础,值得进行选择。观察到的繁殖性状之间的遗传相关性总体上是有利的,初配年龄(AFS)与小母牛每次受孕配种次数(SPCh)之间存在一些高相关性((0.73 ± 0.00)),产犊至初配天数(CFS)与母牛每次受孕配种次数(SPC)之间也存在高相关性((0.90 ± 0.01))。正遗传相关性表明一个性状的改善与另一个性状的相关遗传增加相关联。除了初产年龄(AFC)和受孕间隔(CI)之外,所研究的繁殖性状还可用于作为奶牛繁殖选择的基础,以尽量减少选择偏差。