Miglior F, Sewalem A, Jamrozik J, Bohmanova J, Lefebvre D M, Moore R K
Agriculture and Agri-Food Canada-Dairy and Swine Research and Development Centre, Sherbrooke, Quebec, Canada, J1M 1Z3.
J Dairy Sci. 2007 May;90(5):2468-79. doi: 10.3168/jds.2006-487.
The objective of this research was to estimate heritabilities of milk urea nitrogen (MUN) and lactose in the first 3 parities and their genetic relationships with milk, fat, protein, and SCS in Canadian Holsteins. Data were a random sample of complete herds (60,645 test day records of 5,022 cows from 91 herds) extracted from the edited data set, which included 892,039 test-day records of 144,622 Holstein cows from 4,570 herds. A test-day animal model with multiple-trait random regression and the Gibbs sampling method were used for parameter estimation. Regression curves were modeled using Legendre polynomials of order 4. A total of 6 separate 4-trait analyses, which included MUN, lactose, or both (yield or percentage) with different combinations of production traits (milk, fat and protein yield, fat and protein percentages, and somatic cell score) were performed. Average daily heritabilities were moderately high for MUN (from 0.384 to 0.414), lactose kilograms (from 0.466 to 0.539), and lactose percentage (from 0.478 to 0.508). Lactose yield was highly correlated with milk yield (0.979). Lactose percentage and MUN were not genetically correlated with milk yield. However, lactose percentage was significantly correlated with somatic cell score (-0.202). The MUN was correlated with fat (0.425) and protein percentages (0.20). Genetic correlations among parities were high for MUN, lactose percentage, and yield. Estimated breeding values (EBV) of bulls for MUN were correlated with fat percentage EBV (0.287) and EBV of lactose percentage were correlated with lactation persistency EBV (0.329). Correlations between lactose percentage and MUN with fertility traits were close to zero, thus diminishing the potential of using those traits as possible indicators of fertility.
本研究的目的是估计加拿大荷斯坦奶牛头3胎次的乳尿素氮(MUN)和乳糖的遗传力,以及它们与牛奶、脂肪、蛋白质和体细胞评分(SCS)之间的遗传关系。数据是从编辑数据集中随机抽取的完整牛群样本(来自91个牛群的5022头奶牛的60645条测定日记录),编辑数据集包含来自4570个牛群的144622头荷斯坦奶牛的892039条测定日记录。采用具有多性状随机回归的测定日动物模型和吉布斯抽样方法进行参数估计。使用4阶勒让德多项式对回归曲线进行建模。共进行了6项独立的4性状分析,其中包括MUN、乳糖或两者(产量或百分比)与生产性状(牛奶、脂肪和蛋白质产量、脂肪和蛋白质百分比以及体细胞评分)的不同组合。MUN(从0.384至0.414)、乳糖千克数(从0.466至0.539)和乳糖百分比(从0.478至0.508)的平均日遗传力中等偏高。乳糖产量与牛奶产量高度相关(0.979)。乳糖百分比和MUN与牛奶产量没有遗传相关性。然而,乳糖百分比与体细胞评分显著相关(-0.202)。MUN与脂肪(0.425)和蛋白质百分比(0.20)相关。MUN、乳糖百分比和产量在胎次间的遗传相关性较高。公牛MUN的估计育种值与脂肪百分比的估计育种值相关(0.287),乳糖百分比的估计育种值与泌乳持久性的估计育种值相关(0.329)。乳糖百分比和MUN与繁殖性状之间的相关性接近于零,因此降低了将这些性状用作繁殖力潜在指标的可能性。