Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture of China, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural University, 100193, Beijing, China.
Department of Animal Sciences, Purdue University, West Lafayette, IN 47907.
J Dairy Sci. 2021 Apr;104(4):4390-4403. doi: 10.3168/jds.2020-19192. Epub 2021 Mar 6.
Genetic selection for improved climatic resilience is paramount to increase the long-term sustainability of high-producing dairy cattle, especially in face of climate change. Various physiological indicators, such as rectal temperature (RT), respiration rate score (RR), and drooling score (DS), can be used to genetically identify animals with more effective coping mechanisms in response to heat stress events. In this study, we investigated genetic parameters for RT, RR (score from 1-3), and DS (score from 1-3). Furthermore, we assessed the genetic relationship among these indicators and other economically important traits for the dairy cattle industry. After data editing, 59,265 (RT), 30,290 (RR), and 30,421 (DS) records from 13,592 lactating Holstein cows were used for the analyses. Variance components were estimated based on a multiple-trait repeatability animal model. The heritability ± standard error estimate for RT, RR, and DS was 0.06 ± 0.01, 0.04 ± 0.01, and 0.02 ± 0.01, respectively, whereas their repeatability was 0.19, 0.14, and 0.14, respectively. Moderate genetic correlations of RR with RT and DS (0.26 ± 0.11 and 0.25 ± 0.16) and nonsignificant correlation between RT and DS (-0.11 ± 0.14) were observed. Furthermore, the approximate genetic correlations between RT, RR, and DS with 12 production, 29 conformation, 5 fertility and reproduction, 5 health, and 9 longevity-indicator traits were assessed. In general, the approximate genetic correlations calculated were low to moderate. In summary, 3 physiological indicators of heat stress response were measured in a large number of animals and shown to be lowly heritable. There is a value in developing a selection index including all the 3 indicators to improve heat tolerance in dairy cattle. All the unfavorable genetic relationships observed between heat tolerance and other economically important traits can be accounted for in a selection index to enable improved climatic resilience while also maintaining or increasing productivity in Holstein cattle.
遗传选择以提高对气候的适应能力对于提高高产奶牛的长期可持续性至关重要,尤其是在面对气候变化的情况下。各种生理指标,如直肠温度(RT)、呼吸频率评分(RR)和流涎评分(DS),可用于遗传识别对热应激事件具有更有效应对机制的动物。在本研究中,我们研究了 RT、RR(1-3 分)和 DS(1-3 分)的遗传参数。此外,我们评估了这些指标与奶牛养殖业中其他经济重要性状之间的遗传关系。在数据编辑后,使用来自 13,592 头泌乳荷斯坦奶牛的 59,265(RT)、30,290(RR)和 30,421(DS)个记录进行了分析。方差分量基于多性状重复动物模型进行估计。RT、RR 和 DS 的遗传力±标准误估计值分别为 0.06±0.01、0.04±0.01 和 0.02±0.01,而它们的重复性分别为 0.19、0.14 和 0.14。RR 与 RT 和 DS 之间的遗传相关性中等(0.26±0.11 和 0.25±0.16),RT 和 DS 之间的相关性不显著(-0.11±0.14)。此外,还评估了 RT、RR 和 DS 与 12 个生产、29 个体型、5 个繁殖力和繁殖、5 个健康和 9 个寿命指标性状的近似遗传相关性。总体而言,计算的近似遗传相关性较低到中等。总之,在大量动物中测量了 3 个热应激反应的生理指标,发现其遗传力较低。开发一个包含所有 3 个指标的选择指数来提高奶牛的耐热性是有价值的。在选择指数中,观察到耐热性与其他经济重要性状之间的所有不利遗传关系都可以得到考虑,从而在保持或提高荷斯坦牛生产力的同时提高其对气候的适应能力。