Functional analysis of litter size and number of teats in pigs: From GWAS to post-GWAS

候选基因 生物 全基因组关联研究 遗传学 基因 垃圾箱 数量性状位点 计算生物学 单核苷酸多态性 基因型 生态学
作者
Tânia Fernandes Martins,Ana Fabrícia Braga Magalhães,Lucas Lima Verardo,Geovana Cristina Santos,Aline Auxiliadora Silva Fernandes,João Inácio Gomes Vieira,Natália Irano,Danielly Beraldo dos Santos
出处
期刊:Theriogenology [Elsevier BV]
卷期号:193: 157-166 被引量:20
标识
DOI:10.1016/j.theriogenology.2022.09.005
摘要

Reproductive traits, such as the number of teats and litter size, are essential for animal breeding programs due to the importance of the production chain, since they influence the maternal ability of the sow and can affect the number of weaned piglets. We aim to identify candidate genes associated with reproductive traits in pigs, using GWAS data from a systematic review combined with sequencing data, to build networks of biological processes and transcription factors (TFs) from the identified genes to highlight the most candidate genes for litter size and the number of teats. In the systematic review, only peer-reviewed articles were used, with descriptors related to the evaluated traits, and selected based on eligibility criteria. Fourteen papers were selected and classified for functional analysis of gene networks with 2077 candidate genes identified. After combining with the list of genes presenting known structural variants in the 5'UTR and/or coding region, 306 genes remained to be used to build the gene networks of biological processes and TFs, highlighting processes associated with litter size (e.g., ionotropic glutamate receptor signaling pathway and blastocyte growth) and the number of teats (e.g., growth hormone receptor, regulation of the BMP - Bone Morphogenetic Proteins signaling pathway and blood vessel proliferation). Two most candidate genes for litter size trait (GRID2 and PALB2) and six most candidate genes for the number of teats (GHR, IFT80, FSTL3, SKOR1, SMURF1, and AKT3) were prioritized. TFs associated with candidate genes were also identified for litter size (PALB2 and GRID2) and the number of teats (RIN, LTBP2, and COL6A6). Thus, it is suggested that the most candidate genes and TFs presented in this study may play an important role in the traits studied, being important for genetic studies and animal breeding.
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