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有放牧和无放牧的荷兰荷斯坦 - 弗里生奶牛场之间,产奶量、体细胞评分、可管理性和体型性状的基因型与环境互作。

Genotype by environment interaction for production, somatic cell score, workability, and conformation traits in Dutch Holstein-Friesian cows between farms with or without grazing.

作者信息

van der Laak M, van Pelt M L, de Jong G, Mulder H A

机构信息

Animal Breeding and Genomics Centre, Wageningen University, PO Box 338, 6700 AH Wageningen, the Netherlands.

CRV BV, Animal Evaluation Unit, PO Box 454, 6800 AL Arnhem, the Netherlands.

出版信息

J Dairy Sci. 2016 Jun;99(6):4496-4503. doi: 10.3168/jds.2015-10555. Epub 2016 Mar 31.

Abstract

In this study, genotype by environment interaction was investigated for production traits, somatic cell score (SCS), workability traits, and conformation traits for Holstein-Friesian cows producing on farms with or without grazing in the Netherlands. Additionally, heritabilities and repeatabilities were estimated in both farm systems. Data were available for 1,019 Dutch farms, and farm type was known for those farms, 142 farms without grazing and 877 farms with grazing. The data set consisted of 428,600 test-day records for production from 49,412 cows, and from this data set a subset for SCS was created, consisting of 374,734 test-day records from 45,955 cows. For workability and conformation traits, the data set consisted of 30,180 cows. Bivariate mixed models with multiple fixed effects and random sire and random permanent environment effects were applied. The majority of sires had daughters in both farm types. The heritabilities for milk yield (0.27), fat yield (0.19), and protein yield (0.20) were higher in farms with grazing than in farms without grazing with heritabilities of 0.24 for milk yield, 0.18 for fat yield, and 0.18 for protein yield. Repeatability was lower in the grazing farms for milk yield, fat yield, and protein yield, probably because of alternating quality of dry matter intake during grazing. Genetic correlations between grazing and no grazing were 0.99, 0.98, 0.97, and 1.00 for milk yield, fat yield, protein yield, and SCS, respectively. Genetic correlations for workability traits and conformation traits between grazing and no grazing varied between 0.93 and 1.00. For all traits, genetic correlations were close to unity, indicating no genotype by environment interaction between farms with or without grazing for production traits, SCS, workability traits, and conformation traits in Dutch Holstein-Friesians. Therefore, the same sires can be used for farms both with and without grazing.

摘要

在本研究中,对荷兰有放牧和无放牧农场中产奶的荷斯坦 - 弗里生奶牛的生产性状、体细胞评分(SCS)、可管理性性状和体型性状进行了基因型与环境互作研究。此外,还在两种养殖系统中估计了遗传力和重复性。有1019个荷兰农场的数据可用,且这些农场的农场类型已知,其中142个农场无放牧,877个农场有放牧。数据集包含来自49412头奶牛的428600条产奶测试日记录,从该数据集中创建了一个SCS子集,由来自45955头奶牛的374734条产奶测试日记录组成。对于可管理性和体型性状,数据集包含30180头奶牛的数据。应用了具有多个固定效应以及随机父系和随机永久环境效应的双变量混合模型。大多数父系在两种农场类型中都有女儿。有放牧农场中牛奶产量(0.27)、脂肪产量(0.19)和蛋白质产量(0.20)的遗传力高于无放牧农场,无放牧农场中牛奶产量、脂肪产量和蛋白质产量的遗传力分别为0.24、0.18和0.18。放牧农场中牛奶产量、脂肪产量和蛋白质产量的重复性较低,这可能是由于放牧期间干物质摄入量质量的交替变化所致。放牧和不放牧条件下牛奶产量、脂肪产量、蛋白质产量和SCS的遗传相关性分别为0.99、0.98、0.97和1.00。放牧和不放牧条件下可管理性性状和体型性状的遗传相关性在0.93至1.00之间变化。对于所有性状,遗传相关性接近1,表明荷兰荷斯坦 - 弗里生奶牛有放牧和无放牧农场之间在生产性状、SCS、可管理性性状和体型性状方面不存在基因型与环境互作。因此,有放牧和无放牧农场都可使用相同的父系。

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