State Key Laboratory of Swine and Poultry Breeding Industry, National Engineering Research Center for Breeding Swine Industry, Guangdong Provincial Key Lab of Agro-Animal Genomics and Molecular Breeding, College of Animal Science, South China Agricultural University, Guangzhou 510642, China.
Int J Mol Sci. 2023 Dec 29;25(1):451. doi: 10.3390/ijms25010451.
The teat number is a pivotal reproductive trait that significantly influences the survival rate of piglets. A meta-analysis is a robust instrument, enhancing the universality of research findings and improving statistical power by increasing the sample size. This study aimed to identify universal candidate genes associated with teat number traits using a genome-wide association study (GWAS) meta-analysis with three breeds. We identified 21 chromosome threshold significant single-nucleotide polymorphisms (SNPs) associated with five teat number traits in single-breed and cross-breed meta-GWAS analyses. Using a co-localization analysis of expression quantitative trait loci and GWAS loci, we detected four unique genes that were co-localized with cross-breed GWAS loci associated with teat number traits. Through a meta-analysis and integrative analysis, we identified more reliable candidate genes associated with multiple-breed teat number traits. Our research provides new information for exploring the genetic mechanism affecting pig teat number for breeding selection and improvement.
乳头数是一个重要的生殖性状,对仔猪的成活率有重要影响。荟萃分析是一种强有力的工具,可以通过增加样本量来提高研究结果的普遍性和统计效力。本研究旨在使用全基因组关联研究(GWAS)荟萃分析三种品种,确定与乳头数性状相关的普遍候选基因。我们在单品种和杂交品种荟萃 GWAS 分析中鉴定了 21 个与五个乳头数性状相关的染色体阈值显著单核苷酸多态性(SNP)。通过表达数量性状基因座和 GWAS 基因座的共定位分析,我们检测到四个与杂交品种 GWAS 基因座相关的独特基因,这些基因座与乳头数性状共定位。通过荟萃分析和综合分析,我们确定了更多与多品种乳头数性状相关的可靠候选基因。我们的研究为探索影响猪乳头数的遗传机制提供了新的信息,有助于选择和改进繁殖。