Key Laboratory of Animal Genetics and Breeding of Ministry of Agriculture, National Engineering Laboratory of Animal Breeding, College of Animal Science and Technology, China Agricultural University, Beijing, 100193, China.
College of Veterinary Medicine, China Agricultural University, Beijing, 100193, China.
BMC Genomics. 2018 Dec 27;19(1):972. doi: 10.1186/s12864-018-5385-3.
Paratuberculosis is a contagious, chronic and enteric disease in ruminants, which is caused by Mycobacterium avium subspecies paratuberculosis (MAP) infection, resulting in enormous economic losses worldwide. There is currently no effective cure for MAP infection or a vaccine, it is thus important to explore the genetic variants that contribute to host susceptibility to infection by MAP, which may provide a better understanding of the mechanisms of paratuberculosis and benefit animal genetic improvement. Herein we performed a genome-wide association study (GWAS) to identify genomic regions and candidate genes associated with susceptibility to MAP infection in dairy cattle.
Using Illumina Bovine 50 K (54,609 SNPs) and GeneSeek HD (138,893 SNPs) chips, two analytical approaches were performed, GRAMMAR-GC and ROADTRIPS in 937 Chinese Holstein cows, among which individuals genotyped by the 50 K chip were imputed to HD SNPs with Beagle software. Consequently, 15 and 11 significant SNPs (P < 5 × 10) were identified with GRAMMAR-GC and ROADTDRIPS, respectively. A total of 10 functional genes were in proximity to (i.e., within 1 Mb) these SNPs, including IL4, IL5, IL13, IRF1, MyD88, PACSIN1, DEF6, TDP2, ZAP70 and CSF2. Functional enrichment analysis showed that these genes were involved in immune related pathways, such as interleukin, T cell receptor signaling pathways and inflammatory bowel disease (IBD), implying their potential associations with susceptibility to MAP infection. In addition, by examining the publicly available cattle QTLdb, a previous QTL for MAP was found to be overlapped with one of regions detected currently at 32.5 Mb on BTA23, where the TDP2 gene was anchored.
In conclusion, we identified 26 SNPs located on 15 chromosomes in the Chinese Holstein population using two GWAS strategies with high density SNPs. Integrated analysis of GWAS, biological functions and the reported QTL information helps to detect positional candidate genes and the identification of regions associated with susceptibility to MAP traits in dairy cattle.
副结核病是一种传染性、慢性和肠内疾病,由鸟分枝杆菌副结核亚种(MAP)感染引起,给全世界造成了巨大的经济损失。目前,MAP 感染没有有效的治疗方法,也没有疫苗,因此,探索导致宿主易感染 MAP 的遗传变异非常重要,这可能有助于更好地了解副结核病的发病机制,并有利于动物遗传改良。在此,我们进行了一项全基因组关联研究(GWAS),以鉴定与奶牛对 MAP 感染易感性相关的基因组区域和候选基因。
使用 Illumina Bovine 50K(54609 个 SNP)和 GeneSeek HD(138893 个 SNP)芯片,我们对 937 头中国荷斯坦奶牛进行了两种分析方法,即 GRAMMAR-GC 和 ROADTRIPS,其中通过 50K 芯片进行基因分型的个体使用 Beagle 软件被 imputed 到 HD SNPs。结果,GRAMMAR-GC 和 ROADTDRIPS 分别鉴定出 15 个和 11 个显著 SNP(P<5×10)。这些 SNP 附近(即 1Mb 内)共有 10 个功能基因,包括 IL4、IL5、IL13、IRF1、MyD88、PACSIN1、DEF6、TDP2、ZAP70 和 CSF2。功能富集分析表明,这些基因参与了免疫相关途径,如白细胞介素、T 细胞受体信号途径和炎症性肠病(IBD),这表明它们可能与 MAP 感染易感性相关。此外,通过检查公开的牛 QTLdb,发现之前在 BTA23 上 32.5Mb 处检测到的一个与 MAP 相关的 QTL 与目前检测到的一个区域重叠,其中 TDP2 基因被定位在该区域。
综上所述,我们使用两种基于高密度 SNP 的 GWAS 策略,在中国荷斯坦牛群体中鉴定出 26 个位于 15 条染色体上的 SNP。GWAS、生物功能和已报道的 QTL 信息的综合分析有助于检测与奶牛对 MAP 性状易感性相关的位置候选基因和鉴定相关区域。