Identification of Genomic Regions and Candidate Genes for Litter Traits in French Large White Pigs Using Genome-Wide Association Studies
2022
Jianmei Chen | Ziyi Wu | Ruxue Chen | Zhihui Huang | Xuelei Han | Ruimin Qiao | Kejun Wang | Feng Yang | Xin-Jian Li | Xiu-Ling Li
The reproductive traits of sows are one of the important economic traits in pig production, and their performance directly affects the economic benefits of the entire pig industry. In this study, a total of 895 French Large White pigs were genotyped by GeneSeek Porcine 50K SNP Beadchip and four phenotypic traits of 1407 pigs were recorded, including total number born (TNB), number born alive (NBA), number healthy piglets (NHP) and litter weight born alive (LWB). To identify genomic regions and genes for these traits, we used two approaches: a single-locus genome-wide association study (GWAS) and a single-step GWAS (ssGWAS). Overall, a total of five SNPs and 36 genomic regions were identified by single-locus GWAS and ssGWAS, respectively. Notably, fourof all five significant SNPs were located in 10.72–11.06 Mb on chromosome 7, were also identified by ssGWAS. These regions explained the highest or second highest genetic variance in the TNB, NBA and NHP traits and harbor the protein coding gene <i>ENSSSCG00000042180</i>. In addition, several candidate genes associated with litter traits were identified, including <i>JARID2</i>, <i>PDIA6</i>, <i>FLRT2</i> and <i>DICER1</i>. Overall, these novel results reflect the polygenic genetic architecture of the litter traits and provide a theoretical reference for the following implementation of molecular breeding.
显示更多 [+] 显示较少 [-]