Anhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, China.
College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China.
Front Immunol. 2019 Aug 6;10:1579. doi: 10.3389/fimmu.2019.01579. eCollection 2019.
Bovine mastitis is a common inflammatory disease caused by multiple factors in early lactation or dry period. Genome wide association studies (GWAS) can provide a convenient and effective strategy for understanding the biological basis of mastitis and better prevention. 2b-RADseq is a high-throughput sequencing technique that offers a powerful method for genome-wide genetic marker development and genotyping. In this study, single nucleotide polymorphisms (SNPs) of the immune-regulated gene correlative with mastitis were screened and identified by two stage association analysis via GWAS-2b-RADseq in Chinese Holstein cows. We have screened 10,058 high quality SNPs from 7,957,920 tags and calculated their allele frequencies. Twenty-seven significant SNPs were co-labeled in two GWAS analysis models [Bayesian ( < 0.001) and Logistic regression ( < 0.01)], and only three SNPs (rs75762330, C > T, PIC = 0.2999; rs88640083, A > G, PIC = 0.1676; rs20438858, G > A, PIC = 0.3366) were annotated to immune-regulated genes (PTK2B, SYK, and TNFRSF21). Identified three SNPs are located in non-coding regions with low or moderate genetic polymorphisms. However, independent sample population validation (Case-control study) data showed that three important SNPs (rs75762330, < 0.025, OR > 1; rs88640083, < 0.005, OR > 1; rs20438858, < 0.001, OR < 1) were significantly associated with clinical mastitis trait. Importantly, PTK2B and SYK expression was down-regulated in both peripheral blood leukocytes (PBLs) of clinical mastitis cows and LPS ()-stimulated bovine mammary epithelial cells, while TNFRSF21 was up-regulated. Under the same conditions, expression of Toll-like receptor 4 (TLR4), AKT1, and pro-inflammatory factors (IL-1β and IL-8) were also up-regulated. Interestingly, network analysis indicated that PTK2B and SYK are co-expressed in innate immune signaling pathway of Chinese Holstein. Taken together, these results provided strong evidence for the study of SNPs in bovine mastitis, and revealed the role of SYK, PTK2B, and TNFRSF21 in bovine mastitis susceptibility/tolerance.
奶牛乳腺炎是一种常见的炎症性疾病,由泌乳早期或干奶期的多种因素引起。全基因组关联研究(GWAS)可以为理解乳腺炎的生物学基础和更好地预防提供一种方便有效的策略。2b-RADseq 是一种高通量测序技术,为全基因组遗传标记的开发和基因分型提供了强大的方法。在这项研究中,我们通过 GWAS-2b-RADseq 进行两阶段关联分析,筛选和鉴定了与乳腺炎相关的免疫调节基因中的单核苷酸多态性(SNP)。我们从 7957920 个标签中筛选出 10058 个高质量 SNP,并计算了它们的等位基因频率。在两个 GWAS 分析模型[贝叶斯( < 0.001)和逻辑回归( < 0.01)]中,共标记了 27 个显著 SNP,并且只有 3 个 SNP(rs75762330、C > T、PIC = 0.2999;rs88640083、A > G、PIC = 0.1676;rs20438858、G > A、PIC = 0.3366)被注释到免疫调节基因(PTK2B、SYK 和 TNFRSF21)中。鉴定出的三个 SNP 位于非编码区,遗传多态性较低或中等。然而,独立样本群体验证(病例对照研究)数据显示,三个重要 SNP(rs75762330, < 0.025,OR > 1;rs88640083, < 0.005,OR > 1;rs20438858, < 0.001,OR < 1)与临床乳腺炎表型显著相关。重要的是,PTK2B 和 SYK 在临床乳腺炎奶牛的外周血白细胞(PBL)和 LPS()刺激的牛乳腺上皮细胞中表达下调,而 TNFRSF21 表达上调。在相同条件下,Toll 样受体 4(TLR4)、AKT1 和促炎因子(IL-1β 和 IL-8)的表达也上调。有趣的是,网络分析表明,PTK2B 和 SYK 在牛的先天免疫信号通路中共同表达。总之,这些结果为奶牛乳腺炎中 SNP 的研究提供了有力的证据,并揭示了 SYK、PTK2B 和 TNFRSF21 在奶牛乳腺炎易感性/耐受性中的作用。