综合GWAS、meta分析和贝叶斯精细定位揭示了大型白猪外阴性状的新qtl和功能候选基因。

IF 2.9 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Jin Zhou,Xiaowen Qian,Zijian Qiu,Liming Xu,Qian Liu,Yanzhen Yin,Jinfeng Ma,Jianghui Yu,David S Casey,Lijing Zhong,Qingbo Zhao,Ruihua Huang,Pinghua Li
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引用次数: 0

摘要

外阴的大小和角度是生猪生产中重要的经济性状。外阴小或向上倾斜的后备母猪通常直接剔除。以改善外阴性状为目的的选择性育种可以提高后备后备母猪的保留率。本研究旨在利用全基因组关联研究(GWAS)和荟萃分析技术,系统探索影响大型白猪外阴性状的关键数量性状位点(QTL)和基因。外阴长度(VL)、外阴宽度(VW)和外阴角度评分(VAS)数据来自三个不同种群的2197头大白母猪(313头来自PIC, 1169头来自Topigs, 715头来自加拿大),并使用50K单核苷酸多态性(SNP)阵列进行基因分型。snp芯片数据被输入到全基因组测序(iWGS)水平。本研究使用iWGS数据进行GWAS,在托猪和加拿大大白猪群体中确定了一个与VAS显著相关的基因组区域(SSC5: 103.04-103.34 Mb)。通过多人群meta分析进一步强化了该区域的意义。在PIC大白猪中,最显著的SNP (rs3470833446)位于14号染色体上,与VW相关,解释了16.98%的表型变异(PVE)。多群体荟萃分析发现了与SSC4上的VL、SSC1、SSC4和SSC6上的VW以及SSC2和SSC5上的VAS相关的新的显著snp。此外,还鉴定出一个潜在的多效性QTL (SSC4: 36.42-41.24 Mb),可同时调控VL和VW。采用贝叶斯精细映射确定这些新qtl的置信区间,最精细的置信区间缩小到30 kb (VW的SSC4: 38.73-38.76 Mb, VAS的SSC5: 103.20-103.23 Mb)。根据这些基因的生物学功能,我们确定了以下三个新的外阴性状调控候选基因:VIP、NAV3和ESR1。这些发现揭示了影响猪外阴性状的潜在关键基因和遗传机制,为提高猪的育种和繁殖性能提供了重要的分子遗传学基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated GWAS, Meta-Analysis, and Bayesian Fine Mapping Reveal Novel QTLs and Functional Candidate Genes for Vulva Traits in Large White Pigs.
The size and angle of the vulva are economically important traits in pig production. Gilts with small or upward-tilted vulva are typically culled directly. Selective breeding aimed at improving vulva traits can enhance the retention rate of replacement gilts. This study aimed to systematically explore the key quantitative trait loci (QTL) and genes influencing vulva traits in Large White pigs using genome-wide association studies (GWAS) and meta-analysis techniques. Data on vulva length (VL), vulva width (VW), and vulva angle scores (VAS) were collected from 2,197 Large White gilts across three distinct populations (313 from PIC, 1,169 from Topigs, and 715 from Canada), with genotyping performed using a 50K single-nucleotide polymorphism (SNP) array. The SNP-chip data were imputed to the whole-genome sequencing (iWGS) level. This study used iWGS data to conduct GWAS, identifying a genomic region (SSC5: 103.04-103.34 Mb) significantly associated with VAS in both the Topigs and Canadian Large White pig populations. The significance of this region was further strengthened through multi-population meta-analysis. The most significant SNP (rs3470833446), identified on chromosome 14 and associated with VW in PIC Large White pigs, explained 16.98% of the phenotypic variation (PVE). Multi-population meta-analysis identified novel significant SNPs associated with VL on SSC4, VW on SSC1, SSC4, and SSC6, and VAS on SSC2 and SSC5. Furthermore, a significant potential pleiotropic QTL (SSC4: 36.42-41.24 Mb) regulating both VL and VW was identified. Bayes fine mapping was employed to determine the confidence intervals for these novel QTLs, with the most refined confidence interval narrowed down to 30 kb (SSC4: 38.73-38.76 Mb for VW, and SSC5: 103.20-103.23 Mb for VAS). Based on the biological functions of the genes, the following were identified as novel regulatory candidate genes for vulva traits: VIP, NAV3, and ESR1. These findings reveal potential key genes and genetic mechanisms influencing vulva traits in pigs, providing a crucial molecular genetic basis for improving pig breeding and reproductive performance.
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来源期刊
Journal of animal science
Journal of animal science 农林科学-奶制品与动物科学
CiteScore
4.80
自引率
12.10%
发文量
1589
审稿时长
3 months
期刊介绍: The Journal of Animal Science (JAS) is the premier journal for animal science and serves as the leading source of new knowledge and perspective in this area. JAS publishes more than 500 fully reviewed research articles, invited reviews, technical notes, and letters to the editor each year. Articles published in JAS encompass a broad range of research topics in animal production and fundamental aspects of genetics, nutrition, physiology, and preparation and utilization of animal products. Articles typically report research with beef cattle, companion animals, goats, horses, pigs, and sheep; however, studies involving other farm animals, aquatic and wildlife species, and laboratory animal species that address fundamental questions related to livestock and companion animal biology will be considered for publication.
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