Department of Animal Genetics and Breeding, 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.
State Key Laboratory of Agrobiotechnology, College of Biological Sciences, China Agricultural University, 100193, Beijing, China.
BMC Genomics. 2022 Jan 10;23(1):41. doi: 10.1186/s12864-021-08250-5.
The early death and health problems of calves caused substantial economic losses in the dairy industry. As the immune system of neonates has not been fully developed, the absorption of maternal immunoglobulin (Ig) from colostrum is essential in protecting newborn calves against common disease organisms in their early life. The overwhelming majority of Ig in bovine whey is transported from the serum. Therefore, Ig concentration in the colostrum and serum of dairy cows are critical traits when estimating the potential disease resistance of its offspring.
Colostrum, blood, and hair follicle samples were collected from 588 Chinese Holstein cows within 24 h after calving. The concentration of total IgG, IgG1, IgG2, IgA and IgM in both colostrum and serum were detected via ELISA methods. With GCTA software, genome-wide association studies (GWASs) were performed with 91,620 SNPs genotyped by GeneSeek 150 K (140,668 SNPs) chips. As a result, 1, 5, 1 and 29 significant SNPs were detected associated with the concentrations of colostrum IgG1, IgG2, IgA IgM, and serum IgG2 at the genome-wide level (P < 3.08E-6); 11, 2, 13, 2, 12, 8, 2, 27, 1 and 4 SNPs were found significantly associated with total IgG, IgG1, IgG2, IgA and IgM in colostrum and serum at the suggestive level (P < 6.15E-5). Such SNPs located in or proximate to (±1 Mb) 423 genes, which were functionally implicated in biological processes and pathways, such as immune response, B cell activation, inflammatory response and NF-kappaB signaling pathways. By combining the biological functions and the known QTL data for immune traits in bovine, 14 promising candidate functional genes were identified for immunoglobulin concentrations in colostrum and serum in dairy cattle, they were FGFR4, FGFR2, NCF1, IKBKG, SORBS3, IGHV1S18, KIT, PTGS2, BAX, GRB2, TAOK1, ICAM1, TGFB1 and RAC3.
In this study, we identified 14 candidate genes related to concentrations of immunoglobulins in colostrum and serum in dairy cattle by performing GWASs. Our findings provide a groundwork for unraveling the key genes and causal mutations affecting immunoglobulin concentrations in colostrum and important information for genetic improvement of such traits in dairy cattle.
犊牛的早期死亡和健康问题给奶牛养殖业造成了巨大的经济损失。由于新生动物的免疫系统尚未完全发育,因此从初乳中吸收母体免疫球蛋白(Ig)对于保护新生犊牛免受其早期生活中常见病原体的侵害至关重要。牛乳中的绝大多数 Ig 是从血清中转运而来的。因此,奶牛初乳和血清中的 Ig 浓度是估计其后代潜在疾病抵抗力的关键特征。
在产后 24 小时内,从 588 头中国荷斯坦奶牛中采集了初乳、血液和毛囊样本。通过 ELISA 方法检测了初乳和血清中总 IgG、IgG1、IgG2、IgA 和 IgM 的浓度。利用 GCTA 软件,对通过 GeneSeek 150K(140668 个 SNPs)芯片检测到的 91620 个 SNPs 进行了全基因组关联研究(GWASs)。结果表明,在全基因组水平上,1、5、1 和 29 个显著 SNP 与初乳 IgG1、IgG2、IgA 和 IgM 的浓度相关(P<3.08E-6);在提示水平上,11、2、13、2、12、8、2、27、1 和 4 个 SNP 与初乳和血清中的总 IgG、IgG1、IgG2、IgA 和 IgM 显著相关(P<6.15E-5)。这些 SNP 位于或接近(±1Mb)423 个基因,这些基因在生物过程和途径中具有功能,如免疫反应、B 细胞激活、炎症反应和 NF-kappaB 信号通路。通过结合生物功能和牛科动物免疫性状的已知 QTL 数据,鉴定出了 14 个候选功能基因,这些基因与牛科动物初乳和血清中的免疫球蛋白浓度有关,它们是 FGFR4、FGFR2、NCF1、IKBKG、SORBS3、IGHV1S18、KIT、PTGS2、BAX、GRB2、TAOK1、ICAM1、TGFB1 和 RAC3。
在本研究中,我们通过 GWASs 鉴定出了 14 个与奶牛初乳和血清中免疫球蛋白浓度相关的候选基因。我们的研究结果为揭示影响初乳和血清中免疫球蛋白浓度的关键基因和因果突变提供了基础,为奶牛此类性状的遗传改良提供了重要信息。