Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Key Laboratory of Animal Genetics, Breeding and Reproduction of Ministry of Agriculture and Rural Affairs, National Engineering Laboratory for Animal Breeding, China Agricultural University, Beijing 100193, China.
Beijing Dairy Cattle Center, Qinghe'nanzhen Deshengmenwai Street, Chaoyang District, Beijing 100192, China.
Genes (Basel). 2019 Jan 28;10(2):86. doi: 10.3390/genes10020086.
In our previous genome-wide association study (GWAS) on milk fatty acids (FAs) in Chinese Holstein, we discovered 83 genome-wide significant single nucleotide polymorphisms (SNPs) associated with milk FAs. Two of them were close to lipase family member K () and lipase family member J (), respectively. Hence, this study is a follow-up to verify whether the and have significant genetic effects on milk FAs in dairy cattle. By re-sequencing the entire exons, and 3 kb of 5' and 3' flanking regions, two and seven SNPs were identified in and , respectively, including a novel SNP, ss158213049726. With the Haploview 4.1 software, we found that five of the SNPs in formed a haplotype block (D' = 0.96 ~ 1.00). Single-locus association analyses revealed that each SNP in and was significantly associated with at least one milk FA (p = < 1.00×10 ~ 4.88×10), and the haplotype-based association analyses showed significant genetic effects on nine milk FAs (p = < 1.00×10 ~ 3.98×10). Out of these SNPs, the missense mutation in gene, rs42774527, could change the protein secondary structure and function predicted by SOPMA, SIFT, and PROVEAN softwares. With the Genomatix software, we predicted that two SNPs, rs110322221 in and rs211373799 in , altered the transcription factors binding sites (TFBSs), indicating their potential regulation on promoter activity of the genes. Furthermore, we found that both and had relatively high expressions in the mammary gland. In conclusion, our research is the first to demonstrate that and genes have significant associations with milk FAs, and the identified SNPs might be served as genetic markers to optimize breeding programs for milk FAs in dairy cattle. This research deserves in-depth verification.
在我们之前针对中国荷斯坦奶牛乳脂脂肪酸(FAs)的全基因组关联研究(GWAS)中,我们发现了 83 个与乳脂 FAs 相关的全基因组显著单核苷酸多态性(SNP)。其中两个 SNP 分别靠近脂肪酶家族成员 K()和脂肪酶家族成员 J()。因此,本研究是为了验证和是否对奶牛乳脂 FAs 具有显著的遗传效应。通过对整个外显子和 5'和 3'侧翼区域 3kb 进行重新测序,在和中分别鉴定出两个和七个 SNP,包括一个新的 SNP,ss158213049726。使用 Haploview 4.1 软件,我们发现中五个 SNP 形成一个单倍型块(D'=0.961.00)。单基因关联分析显示,和中的每个 SNP 都与至少一种乳脂 FA 显著相关(p=<1.00×104.88×10),基于单倍型的关联分析显示对 9 种乳脂 FA 具有显著的遗传效应(p=<1.00×10~3.98×10)。在这些 SNP 中,基因中的错义突变 rs42774527 可能会改变 SOPMA、SIFT 和 PROVEAN 软件预测的蛋白质二级结构和功能。使用 Genomatix 软件,我们预测 2 个 SNP,即中的 rs110322221 和中的 rs211373799,改变了转录因子结合位点(TFBS),表明它们可能对基因启动子活性有调节作用。此外,我们发现和在乳腺中均有相对较高的表达。总之,本研究首次证明和基因与乳脂 FAs 有显著关联,鉴定出的 SNP 可作为遗传标记,优化奶牛乳脂 FAs 的选育方案。这项研究值得深入验证。