Liu Zezhang, Li Hong, Zhong Zhuxia, Jiang Siwen
Agricultural Ministry Key Laboratory of Swine Breeding and Genetics & Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan 430070, China.
Novogene Bioinformatics Institute, Beijing 100083, China.
Animals (Basel). 2022 Apr 20;12(9):1057. doi: 10.3390/ani12091057.
Teat number plays an important role in the reproductive performance of sows and the growth of piglets. However, the quantitative trait loci (QTLs) and candidate genes for the teat number-related traits in Qingping pigs remain unknown. In this study, we performed GWAS based on whole-genome single-nucleotide polymorphisms (SNPs) and insertions/deletions (Indels) for the total number of teats and five other related traits in 100 Qingping pigs. SNPs and Indels of all 100 pigs were genotyped using 10× whole genome resequencing. GWAS using General Linear Models (GLM) detected a total of 28 SNPs and 45 Indels as peak markers for these six traits. We also performed GWAS for the absolute difference between left and right teat number (ADIFF) using Fixed and random model Circulating Probability Unification (FarmCPU). The most strongly associated SNP and Indel with a distance of 562,788 bp were significantly associated with ADIFF in both GLM and FarmCPU models. In the 1-Mb regions of the most strongly associated SNP and Indel, there were five annotated genes, including , , , and . We also highlighted as an interesting candidate gene for SSC14. Enrichment analysis of candidate genes suggested the Wnt signaling pathway may contribute to teat number-related traits. This study expanded significant marker-trait associations for teat number and provided useful molecular markers and candidate genes for teat number improvement in the breeding of sows.
乳头数量对母猪的繁殖性能和仔猪的生长起着重要作用。然而,清平猪中与乳头数量相关性状的数量性状基因座(QTL)和候选基因仍不清楚。在本研究中,我们基于全基因组单核苷酸多态性(SNP)和插入/缺失(Indel)对100头清平猪的乳头总数和其他五个相关性状进行了全基因组关联研究(GWAS)。使用10×全基因组重测序对所有100头猪的SNP和Indel进行基因分型。使用一般线性模型(GLM)的GWAS共检测到28个SNP和45个Indel作为这六个性状的峰值标记。我们还使用固定和随机模型循环概率统一法(FarmCPU)对左右乳头数量的绝对差值(ADIFF)进行了GWAS。在GLM和FarmCPU模型中,距离为562,788 bp的与ADIFF关联最强烈的SNP和Indel均显著相关。在与ADIFF关联最强烈的SNP和Indel的1兆碱基区域内,有五个注释基因,包括 、 、 、 和 。我们还将 突出显示为SSC14的一个有趣的候选基因。候选基因的富集分析表明,Wnt信号通路可能与乳头数量相关性状有关。本研究扩展了与乳头数量相关的显著标记-性状关联,并为母猪育种中乳头数量的改善提供了有用的分子标记和候选基因。