Genome-wide association study identifies candidate genes affecting body conformation traits of Zhongwei goat.

IF 3.5 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Mingxuan Han, Xinbo Wang, Haidong Du, Yanlong Cao, Zhanqiang Zhao, Shuran Niu, Xuxu Bao, Youjun Rong, Xiaofang Ao, Furong Guo, Qincheng Xia, Fangzheng Shang, Ruijun Wang, Yanjun Zhang
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引用次数: 0

Abstract

Background: Identifying markers or genes crucial for growth traits in Zhongwei goats is pivotal for breeding. Pinpointing genetic factors linked to body size gain enhances breeding efficiency and economic value. In this study, we used the MGISEQ-T7 platform to re-sequence 240 Zhongwei goats (133 male; 107 female) belonging to 5 metrics of growth traits at different growth stages (40 days and 6 months, here in after referred to as 40d and 6 m), namely, Body Weight (BW), Body Height (BH), Body Length (BL), Chest Circumference (CC), Tube Circumference (TC) were examined. A Genome-wide association study (GWAS) was conducted to identify candidate genes associated with the five indicators of body conformation traits, thereby establishing a foundation for subsequent investigations into the biological functions of these genes.

Results: A total of 19.89 Tb of raw data was generated with an average sequencing depth of about 20×. After quality control, 15,958,716 SNPs were available for the analysis. A total of 342 genome-wide significant SNPs were obtained. Among them, in the two physiological stages of 40d and 6 m, 147 and 32 SNPs were significantly associated with BW; 1 and 4 SNPs were significantly associated with BH; 19 and 6 SNPs were significantly associated with BL; 33 and 64 SNPs were significantly associated with CC, 34 and 2 SNPs were significantly associated with TC. These SNPs were annotated to 425 candidate genes. Finally, A total of 39 candidate genes are closely related to biological processes such as skeletal muscle development, skeletal formation, carcass quality, and embryonic development, where ADIPOQ, CCDD39, PTPRT, ZNF215, VRTN, ABCD4, DLST, ADAMTS2, ROBO1, AKAP13, AQPI, SOX2, and AHSG were identified as an important component of the genetic framework that may control somatic conformational traits in Zhongwei goats. which warrants further investigation and review. We verified the polymorphism of 11 SNPs by KASP, and found that Chr13_g.11,700,438 A > G, Chr15_g.37,120,328 A > G, Chr6_g.7,209,383 C > T, Chr20_g.51277932T > A, Chr19_g.17,078,199 A > G, and Chr1_g.79,943,276 C > T were significantly genotyped in verified populations (P < 0.001).

Conclution: It is the first GWAS study to analyze genomic data from 40d and 6 m of Zhongwei goats to understand the molecular genetic mechanisms of growth. Our research identified a series of SNPs and candidate genes associated with growth traits, which could assist us in developing the meat production trait in Zhongwei goats.

全基因组关联研究确定了影响中卫山羊体型性状的候选基因。
背景:确定中卫山羊生长性状的关键标记或基因对育种至关重要。精确定位与体型增加有关的遗传因素可以提高育种效率和经济价值。本研究利用MGISEQ-T7平台对240只中卫山羊(公羊133只;分别测定了不同生长阶段(40天、6个月,以下简称40天、6个月)的5个生长性状指标,即体重(BW)、体高(BH)、体长(BL)、胸围(CC)、管围(TC)。通过全基因组关联研究(Genome-wide association study, GWAS),鉴定与这5个体型性状指标相关的候选基因,为进一步研究这些基因的生物学功能奠定基础。结果:共生成原始数据19.89 Tb,平均测序深度约为20×。质量控制后,有15,958,716个snp可用于分析。共获得342个全基因组显著snp。其中,在40d和6 m两个生理阶段,有147和32个snp与体重显著相关;1和4个snp与BH显著相关;19和6个snp与BL显著相关;33和64个snp与CC显著相关,34和2个snp与TC显著相关。这些snp被注释到425个候选基因上。最后,共有39个候选基因与骨骼肌发育、骨骼形成、胴体质量和胚胎发育等生物学过程密切相关,其中ADIPOQ、CCDD39、PTPRT、ZNF215、VRTN、ABCD4、DLST、ADAMTS2、ROBO1、AKAP13、AQPI、SOX2和AHSG是控制中尾山羊体细胞构象性状的遗传框架的重要组成部分。这值得进一步调查和审查。我们用KASP验证了11个snp的多态性,发现Chr13_g。11,700,438 A > G, Chr15_g。37,120,328 A > G, Chr6_g。[209,383] C > T, Chr20_g。51277932T > A, Chr19_g。17,078,199 A > G,和Chr1_g。结论:本研究首次采用GWAS方法对中卫山羊40d和6 m的基因组数据进行分析,了解生长的分子遗传机制。本研究确定了一系列与生长性状相关的snp和候选基因,为中卫山羊肉制品性状的研究提供了依据。
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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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