Thompson-Crispi Kathleen A, Sargolzaei Mehdi, Ventura Ricardo, Abo-Ismail Mohammed, Miglior Filippo, Schenkel Flavio, Mallard Bonnie A
Department of Pathobiology, Ontario Veterinary College, University of Guelph, 50 Stone Road, Guelph, ON N1G 2W1, Canada.
BMC Genomics. 2014 Jul 4;15(1):559. doi: 10.1186/1471-2164-15-559.
Breeding for enhanced immune response (IR) has been suggested as a tool to improve inherent animal health. Dairy cows with superior antibody-mediated (AMIR) and cell-mediated immune responses (CMIR) have been demonstrated to have a lower occurrence of many diseases including mastitis. Adaptive immune response traits are heritable, and it is, therefore, possible to breed for improved IR, decreasing the occurrence of disease. The objective of this study was to perform genome-wide association studies to determine differences in genetic profiles among Holstein cows classified as High or Low for AMIR and CMIR. From a total of 680 cows with immune response phenotypes, 163 cows for AMIR (81 High and 82 Low) and 140 for CMIR (75 High and 65 Low) were selectively genotyped using the Illumina Bovine SNP50 BeadChip. Results were validated using an unrelated population of 164 Holstein bulls IR phenotyped for AMIR and 146 for CMIR.
A generalized quasi likelihood score method was used to determine single nucleotide polymorphisms (SNP) and chromosomal regions associated with immune response. After applying a 5% chromosomal false discovery rate, 186 SNPs were significantly associated with AMIR. The majority (93%) of significant markers were on chromosome 23, with a similar peak found in the bull population. For CMIR, 21 SNP markers remained significant. Candidate genes within 250,000 base pairs of significant SNPs were identified to determine biological pathways associated with AMIR and CMIR. Various pathways were identified, including the antigen processing and presentation pathway, important in host defense. Candidate genes included those within the bovine Major Histocompatability Complex such as BoLA-DQ, BoLA-DR and the non-classical BoLA-NC1 for AMIR and BoLA-DQ for CMIR, the complement system including C2 and C4 for AMIR and C1q for CMIR, and cytokines including IL-17A, IL17F for AMIR and IL-17RA for CMIR and tumor necrosis factor for both AMIR and CMIR. Additional genes associated with CMIR included galectins 1, 2 and 3, BCL2 and β-defensin.
The significant genetic variation associated with AMIR and CMIR in this study may imply feasibility to include immune response in genomic breeding indices as an approach to improve inherent animal health.
培育增强免疫反应(IR)被认为是改善动物固有健康的一种手段。已证明具有卓越抗体介导免疫反应(AMIR)和细胞介导免疫反应(CMIR)的奶牛许多疾病的发生率较低,包括乳腺炎。适应性免疫反应性状具有遗传性,因此,有可能通过育种改善免疫反应,降低疾病发生率。本研究的目的是进行全基因组关联研究,以确定在AMIR和CMIR方面分类为高或低的荷斯坦奶牛之间的遗传图谱差异。从总共680头具有免疫反应表型的奶牛中,使用Illumina牛SNP50 BeadChip对163头AMIR奶牛(81头高反应和82头低反应)和140头CMIR奶牛(75头高反应和65头低反应)进行了选择性基因分型。结果使用164头AMIR免疫反应表型的荷斯坦公牛和146头CMIR免疫反应表型的无关群体进行了验证。
使用广义拟似然评分法确定与免疫反应相关的单核苷酸多态性(SNP)和染色体区域。应用5%的染色体错误发现率后,186个SNP与AMIR显著相关。大多数(93%)显著标记位于23号染色体上,在公牛群体中发现了类似的峰值。对于CMIR,21个SNP标记仍然显著。确定了显著SNP的250,000个碱基对内的候选基因,以确定与AMIR和CMIR相关的生物学途径。确定了各种途径,包括在宿主防御中重要的抗原加工和呈递途径。候选基因包括牛主要组织相容性复合体中的基因,如AMIR的BoLA-DQ、BoLA-DR和非经典的BoLA-NC1以及CMIR的BoLA-DQ,补体系统包括AMIR的C2和C4以及CMIR的C1q,细胞因子包括AMIR的IL-17A、IL17F和CMIR的IL-17RA以及AMIR和CMIR的肿瘤坏死因子。与CMIR相关的其他基因包括半乳糖凝集素1、2和3、BCL2和β-防御素。
本研究中与AMIR和CMIR相关的显著遗传变异可能意味着将免疫反应纳入基因组育种指数以改善动物固有健康的方法具有可行性。