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通过全基因组关联和加权基因共表达网络分析鉴定杜洛克公猪新的精液性状相关候选基因。

Identification of new semen trait-related candidate genes in Duroc boars through genome-wide association and weighted gene co-expression network analyses.

机构信息

Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education & Key Laboratory of Swine Genetics and Breeding of Ministry of Agriculture, Huazhong Agricultural University, Wuhan 430070, China.

Center for Quantitative Genetics and Genomics, Aarhus University, Tjele 8830, Denmark.

出版信息

J Anim Sci. 2021 Jul 1;99(7). doi: 10.1093/jas/skab188.

Abstract

Semen traits are crucial in commercial pig production since semen from boars is widely used in artificial insemination for both purebred and crossbred pig production. Revealing the genetic architecture of semen traits potentially promotes the efficiencies of improving semen traits through artificial selection. This study is aimed to identify candidate genes related to the semen traits in Duroc boars. First, we identified the genes that were significantly associated with three semen traits, including sperm motility (MO), sperm concentration (CON), and semen volume (VOL) in a Duroc boar population through a genome-wide association study (GWAS). Second, we performed a weighted gene co-expression network analysis (WGCNA). A total of 2, 3, and 20 single-nucleotide polymorphisms were found to be significantly associated with MO, CON, and VOL, respectively. Based on the haplotype block analysis, we identified one genetic region associated with MO, which explained 6.15% of the genetic trait variance. ENSSSCG00000018823 located within this region was considered as the candidate gene for regulating MO. Another genetic region explaining 1.95% of CON genetic variance was identified, and, in this region, B9D2, PAFAH1B3, TMEM145, and CIC were detected as the CON-related candidate genes. Two genetic regions that accounted for 2.23% and 2.48% of VOL genetic variance were identified, and, in these two regions, WWC2, CDKN2AIP, ING2, TRAPPC11, STOX2, and PELO were identified as VOL-related candidate genes. WGCNA analysis showed that, among these candidate genes, B9D2, TMEM145, WWC2, CDKN2AIP, TRAPPC11, and PELO were located within the most significant module eigengenes, confirming these candidate genes' role in regulating semen traits in Duroc boars. The identification of these candidate genes can help to better understand the genetic architecture of semen traits in boars. Our findings can be applied for semen traits improvement in Duroc boars.

摘要

精液特征在商业猪生产中至关重要,因为公猪的精液广泛用于纯种和杂交猪生产的人工授精。揭示精液特征的遗传结构可能会促进通过人工选择提高精液特征的效率。本研究旨在鉴定杜洛克公猪精液特征相关的候选基因。首先,我们通过全基因组关联研究(GWAS)鉴定了与三个精液特征(精子活力(MO)、精子浓度(CON)和精液量(VOL))显著相关的基因。其次,我们进行了加权基因共表达网络分析(WGCNA)。发现与 MO、CON 和 VOL 显著相关的单核苷酸多态性分别为 2、3 和 20 个。基于单倍型块分析,我们鉴定出一个与 MO 相关的遗传区域,该区域解释了 6.15%的遗传性状变异。ENSSSCG00000018823 位于该区域内,被认为是调节 MO 的候选基因。还鉴定出一个解释 CON 遗传变异 1.95%的遗传区域,在这个区域中,B9D2、PAFAH1B3、TMEM145 和 CIC 被检测为与 CON 相关的候选基因。鉴定出两个解释 VOL 遗传变异 2.23%和 2.48%的遗传区域,在这两个区域中,WWC2、CDKN2AIP、ING2、TRAPPC11、STOX2 和 PELO 被鉴定为与 VOL 相关的候选基因。WGCNA 分析表明,在这些候选基因中,B9D2、TMEM145、WWC2、CDKN2AIP、TRAPPC11 和 PELO 位于最显著的模块特征基因内,证实了这些候选基因在调节杜洛克公猪精液特征中的作用。这些候选基因的鉴定有助于更好地理解公猪精液特征的遗传结构。我们的研究结果可应用于杜洛克公猪精液特征的改良。

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