Key Laboratory of Animal Genetics, Breeding and Reproduction, Ministry of Agriculture of China, National Engineering Laboratory for Animal Breeding, College of Animal Science and Technology, China Agricultural University, 100193, Beijing, China.
Institute of Animal Husbandry and Veterinary Medicine, Beijing Academy of Agriculture and Forestry Sciences, 100097, Beijing, China.
J Dairy Sci. 2021 Apr;104(4):4441-4451. doi: 10.3168/jds.2020-18725. Epub 2021 Feb 13.
Heat stress is a major cause of welfare issues and economic losses to the worldwide dairy cattle industry. Genetic selection for heat tolerance has a great potential to positively affect the dairy industry, as the gains are permanent and cumulative over generations. Rectal temperature (RT) is hypothesized to be a good indicator trait of heat tolerance. Therefore, this study investigated the genetic architecture of RT by estimating genetic parameters, performing genome-wide association studies, and biologically validating potential candidate genes identified to be related to RT in Holstein cattle. A total of 33,013 RT records from 7,598 cows were used in this study. In addition, 1,114 cows were genotyped using the Illumina 150K Bovine BeadChip (Illumina, San Diego, CA). Rectal temperature measurements taken in the morning (AMRT) and in the afternoon (PMRT) are moderately heritable traits, with estimates of 0.09 ± 0.02 and 0.04 ± 0.01, respectively. These 2 traits are also highly genetically correlated (r = 0.90 ± 0.08). A total of 10 SNPs (located on BTA3, BTA4, BTA8, BTA13, BTA14, and BTA29) were found to be significantly associated with AMRT and PMRT. Subsequently, gene expression analyses were performed to validate the key functional genes identified (SPAG17, FAM107B, TSNARE1, RALYL, and PHRF1). This was done through in vitro exposure of peripheral blood mononuclear cells (PBMC) to different temperatures (37°C, 39°C, and 42°C). The relative mRNA expression of 2 genes, FAM107B and PHRF1, significantly changed between the control and heat stressed PBMC. In summary, RT is heritable, and enough genetic variability exists to enable genetic improvement of heat tolerance in Holstein cattle. Important genomic regions were identified and biologically validated; FAM107B and PHRF1 are the main candidate genes identified to influence heat stress response in dairy cattle.
热应激是全球奶牛养殖业面临的主要福利问题和经济损失的一个主要原因。对耐热性进行遗传选择具有很大的潜力,可以对奶牛养殖业产生积极影响,因为这种收益是永久性的,并且可以在几代人中累积。直肠温度(RT)被假设为耐热性的一个良好指示性状。因此,本研究通过估计遗传参数、进行全基因组关联研究以及对与荷斯坦奶牛 RT 相关的潜在候选基因进行生物学验证,来研究 RT 的遗传结构。本研究共使用了 7598 头奶牛的 33013 个 RT 记录。此外,还使用 Illumina 150K Bovine BeadChip(Illumina,圣地亚哥,CA)对 1114 头奶牛进行了基因分型。清晨(AMRT)和下午(PMRT)直肠温度测量值是中度可遗传的性状,估计值分别为 0.09±0.02 和 0.04±0.01。这两个性状的遗传相关性也很高(r=0.90±0.08)。共发现 10 个 SNP(位于 BTA3、BTA4、BTA8、BTA13、BTA14 和 BTA29 上)与 AMRT 和 PMRT 显著相关。随后,进行了基因表达分析,以验证鉴定的关键功能基因(SPAG17、FAM107B、TSNARE1、RALYL 和 PHRF1)。这是通过将外周血单核细胞(PBMC)在不同温度(37°C、39°C 和 42°C)下进行体外暴露来完成的。在对照和热应激 PBMC 之间,2 个基因 FAM107B 和 PHRF1 的相对 mRNA 表达显著改变。总之,RT 是可遗传的,并且存在足够的遗传变异,可以实现荷斯坦奶牛耐热性的遗传改良。确定了重要的基因组区域并进行了生物学验证;FAM107B 和 PHRF1 是鉴定出的影响奶牛热应激反应的主要候选基因。