Department of Dairy Science, University of Wisconsin-Madison, Madison, WI 53706, USA.
J Dairy Sci. 2010 May;93(5):2244-9. doi: 10.3168/jds.2009-2805.
Previously, we constructed an in vitro fertilization system for the identification of genes affecting fertility traits in dairy cattle. The efficiency of this system has been demonstrated by the identification of several genes affecting fertilization rate and early embryonic survival. However, to employ these genetic markers in marker- and gene-assisted selection programs, there is a need to validate in vitro results in phenotypic data sets collected in vivo. Thus, the objective of this study was to validate, in a population of Holstein bulls, the fertility trait genes we previously identified in an in vitro system. Estimated relative conception rate (ERCR) data from 222 Holstein bulls were obtained from 5 different artificial insemination companies in the United States. Bulls were genotyped for the genes FGF2, POU1F1, PRL, PRLR, GH, GHR, STAT5A, OPN, and UTMP, and the data were analyzed for association with ERCR using a mixed effects sire model. A stepwise model selection procedure revealed evidence of association with ERCR for FGF2 and STAT5A polymorphisms. The in vivo validation suggests that these genes can be used in gene-assisted selection programs for reproductive performance in dairy cattle. The genotypes found to be associated with low bull fertility in this study have been reported to be associated with high milk composition in previous studies. These findings provide molecular evidence for the antagonistic relationship between milk production and fertility observed for many years in different breeds of dairy cattle.
先前,我们构建了一个体外受精系统,用于鉴定影响奶牛繁殖力性状的基因。该系统的效率已通过鉴定出几个影响受精率和早期胚胎存活率的基因得到了证明。然而,为了在标记和基因辅助选择计划中使用这些遗传标记,需要在体内收集的表型数据集中验证体外结果。因此,本研究的目的是在荷斯坦公牛群体中验证我们先前在体外系统中鉴定的繁殖力性状基因。从美国 5 家不同的人工授精公司获得了 222 头荷斯坦公牛的估计相对受胎率(ERCR)数据。对 FGF2、POU1F1、PRL、PRLR、GH、GHR、STAT5A、OPN 和 UTMP 基因进行了基因型分析,并使用混合效应种公牛模型分析了与 ERCR 的关联。逐步模型选择过程表明,FGF2 和 STAT5A 多态性与 ERCR 相关。体内验证表明,这些基因可用于奶牛繁殖性能的基因辅助选择计划。本研究中发现与公牛低生育力相关的基因型在以前的研究中被报道与高牛奶成分相关。这些发现为多年来在不同奶牛品种中观察到的产奶量和繁殖力之间的拮抗关系提供了分子证据。