Kheirabadi Khabat, Razmkabir Mohammad
Young Researchers and Elite Club, Sanandaj Branch, Islamic Azad University, Sanandaj, Iran.
Animal Science Department, Faculty of Agriculture, Kurdistan University, Kurdistan, Iran.
J Anim Sci Technol. 2016 Oct 26;58:38. doi: 10.1186/s40781-016-0121-5. eCollection 2016.
Despite the importance of relationships between somatic cell score (SCS) and currently selected traits (milk, fat and protein yield) of Holstein cows, there was a lack of comprehensive literature for it in Iran. Therefore we tried to examine heritabilities and relationships between these traits using a fixed-regression animal model and Bayesian inference. The data set consisted of 1,078,966 test-day observations from 146,765 primiparous daughters of 1930 sires, with calvings from 2002 to 2013.
Marginal posterior means of heritability estimates for SCS (0.03 ± 0.002) were distinctly lower than those for milk (0.204 ± 0.006), fat (0.096 ± 0.004) and protein (0.147 ± 0.005) yields. In the case of phenotypic correlations, the relationships between production and SCS were near zero at the beginning of lactation but become increasingly negative as days in milk increased. Although all environmental correlations between production and SCS were negative (-0.177 ± 0.007, -0.165 ± 0.008 and -0.152 ± 0.007 between SCS and milk, fat, and protein yield, respectively), slightly antagonistic genetic correlations were found; with posterior mean of relationships ranging from 0.01 ± 0.039 to 0.11 ± 0.036. This genetic opposition was distinctly higher for protein than for fat.
Although small, the positive genetic correlations suggest some genetic antagonism between desired increased milk production and reduced SCS (i.e., single-trait selection for increased milk production will also increase SCS).
尽管体细胞评分(SCS)与荷斯坦奶牛当前所选性状(产奶量、乳脂率和乳蛋白率)之间的关系很重要,但伊朗缺乏关于此方面的全面文献。因此,我们试图使用固定回归动物模型和贝叶斯推断来研究这些性状之间的遗传力和关系。数据集包括1930头公牛的146,765头初产女儿从2002年到2013年的1,078,966个测定日观测值。
SCS遗传力估计值的边际后验均值(0.03±0.002)明显低于产奶量(0.204±0.006)、乳脂率(0.096±0.004)和乳蛋白率(0.147±0.005)。就表型相关性而言,泌乳初期产奶量与SCS之间的关系接近零,但随着泌乳天数增加,这种关系变得越来越负。尽管产奶量与SCS之间的所有环境相关性均为负(SCS与产奶量、乳脂率和乳蛋白率之间的环境相关性分别为-0.177±0.007、-0.165±0.008和-0.152±0.007),但发现存在轻微的拮抗遗传相关性;关系的后验均值范围为0.01±0.039至0.11±0.036。这种遗传对立对于乳蛋白率而言明显高于乳脂率。
尽管遗传正相关性较小,但表明在期望的产奶量增加和SCS降低之间存在一些遗传拮抗作用(即,单性状选择增加产奶量也会增加SCS)。