Shi Lijun, Li Huihui, Wang Lixian
Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China.
Front Genet. 2023 Jan 5;13:1046423. doi: 10.3389/fgene.2022.1046423. eCollection 2022.
Gestation length (GL) plays an important role in piglet maturation of major organs and development of body, while the genetic molecular markers of GL have not been extensively identified. In this study, according to the 5,662 effective records of 3,072 sows, the heritability and repeatability of GL were estimated through the dmuai of DMU Version 6.5.1 with a repeatability model, namely, = 0.1594 and = 0.2437. Among these sows, 906 individuals were genotyped with the GeneSeek Genomic Profiler (GGP) Porcine 50K Chip and imputed to the genome-wide level (9,212,179 SNPs) by the online software PHARP v1 for subsequent quality control and GWAS analyses. Further, the Fst was also performed to measure whether the actual frequency of genotypes in different GL phenotypes deviated from the theoretical proportion of genetic balance. We observed the highest degree of differentiation (average Fst value = 0.0376) in the group of 114 and 118 days, and identified a total of 1,002 SNPs strongly associated with GL. Through screening the genes located within a 500 kb distance on either side of the significant SNPs, we proposed 4,588 candidate genes. By the functional annotation, these candidates were found to be mainly involved in multicellular organism metabolism, early endosome, embryo implantation and development, and body and organ signaling pathway. Because of the simultaneous confirmation by GWAS and Fst analyses, there were 20 genes replied to be the most promising candidates including , , , , , , , , , , , , , , , , , , , and . This study provided effective molecular information for the genetic improvement of GL in pigs.
妊娠期长度(GL)在仔猪主要器官成熟和身体发育中起着重要作用,而GL的遗传分子标记尚未得到广泛鉴定。在本研究中,根据3072头母猪的5662条有效记录,使用DMU 6.5.1版本的dmuai通过重复性模型估计GL的遗传力和重复性,即遗传力为0.1594,重复性为0.2437。在这些母猪中,906头个体使用GeneSeek基因组分析仪(GGP)猪50K芯片进行基因分型,并通过在线软件PHARP v1推算至全基因组水平(9212179个单核苷酸多态性,SNPs),用于后续的质量控制和全基因组关联研究(GWAS)分析。此外,还进行了固定指数(Fst)分析,以测量不同GL表型中基因型的实际频率是否偏离遗传平衡的理论比例。我们观察到在114天和118天的组中分化程度最高(平均Fst值 = 0.0376),并鉴定出总共1002个与GL强烈相关的SNPs。通过筛选位于显著SNPs两侧500 kb距离内的基因,我们提出了4588个候选基因。通过功能注释,发现这些候选基因主要参与多细胞生物代谢、早期内体、胚胎着床和发育以及身体和器官信号通路。由于GWAS和Fst分析的同时确认,有20个基因被认为是最有希望的候选基因,包括[此处原文未给出具体基因名称]。本研究为猪GL的遗传改良提供了有效的分子信息。