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精细定位影响绵羊出生体重的遗传变异:利用低覆盖度全基因组测序对3007只个体进行全基因组关联研究

Fine mapping genetic variants affecting birth weight in sheep: a GWAS of 3007 individuals using low-coverage whole genome sequencing.

作者信息

Li Ran, Bai Yuheng, Zhao Maqiang, Zhang Xinyue, Wang Haiyan, Feng Bo, Zhang Shuo, Zhang Huanhuan, Ren Gang, Wang Xihong, Jiang Yu

机构信息

Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shaanxi, China.

Yulin Industrial Development Institute for Sheep & Goat, Yulin, 719053, Shaanxi, China.

出版信息

J Anim Sci Biotechnol. 2025 Aug 12;16(1):115. doi: 10.1186/s40104-025-01251-4.

Abstract

BACKGROUND

Birth weight is a critical economic trait in livestock production. However, its genetic architecture remains poorly understood due to historical limitations in sample size and reliance on low-density SNP arrays. In this study, we utilized low-coverage whole-genome sequencing (lcWGS) to genotype 3,007 Hu sheep, bypassing the cost and resolution constraints of conventional genotyping arrays while achieving scalable genome-wide variant detection.

RESULTS

LcWGS with high imputation accuracy (97.8% allelic concordance) enabled genome-wide association studies (GWAS) identifying two novel quantitative trait loci (QTLs) on chromosomes 6 and 9. The chromosome 9 QTL encompassed a regulatory region functionally linked to PLAG1 expression through expression quantitative trait locus (eQTL) mapping. Compared with wild-type homozygotes, heterozygous carriers of the lead SNP (chr9:g.35920172A > G) presented a 9.85% increase in birth weight (3.35 kg vs. 3.68 kg; Δ = 0.33 kg). Notably, the derived allele of this SNP exhibited low frequencies of < 0.1 across most global sheep breeds except Dorper, highlighting its potential for selective breeding applications. Leveraging lcWGS data, haplotype-based fine-mapping prioritized three candidate causal variants. A secondary QTL on chromosome 6 colocalized with the FecB mutation, a well-established locus associated with increased litter size. Intriguingly, individuals carrying one FecB allele showed a 6.18% reduction (0.22 kg) in birth weight, which tentatively indicates potential pleiotropic influences on both growth and reproductive traits.

CONCLUSION

This study demonstrates the utility of lcWGS as a cost-effective, high-resolution tool for dissecting complex traits in livestock. Our findings not only advance the understanding of birth weight genetics in sheep but also offer a blueprint for accelerating genetic improvement programs in global livestock production through cost-effective, genome-wide approaches.

摘要

背景

出生体重是家畜生产中的一个关键经济性状。然而,由于样本量的历史局限性以及对低密度SNP阵列的依赖,其遗传结构仍知之甚少。在本研究中,我们利用低覆盖度全基因组测序(lcWGS)对3007只湖羊进行基因分型,绕过了传统基因分型阵列的成本和分辨率限制,同时实现了可扩展的全基因组变异检测。

结果

具有高填充准确性(等位基因一致性为97.8%)的lcWGS能够进行全基因组关联研究(GWAS),鉴定出6号和9号染色体上的两个新的数量性状位点(QTL)。9号染色体上的QTL包含一个通过表达数量性状位点(eQTL)定位与PLAG1表达功能相关的调控区域。与野生型纯合子相比,主要SNP(chr9:g.35920172A > G)的杂合携带者出生体重增加了9.85%(3.35千克对3.68千克;Δ=0.33千克)。值得注意的是,除杜泊羊外,该SNP的衍生等位基因在大多数全球绵羊品种中的频率均低于0.1,突出了其在选择性育种应用中的潜力。利用lcWGS数据,基于单倍型的精细定位确定了三个候选因果变异。6号染色体上的一个次要QTL与FecB突变共定位,FecB突变是一个与产仔数增加相关的已确立位点。有趣的是,携带一个FecB等位基因的个体出生体重降低了6.18%(0.22千克),这初步表明对生长和繁殖性状可能存在多效性影响。

结论

本研究证明了lcWGS作为一种经济高效、高分辨率的工具在剖析家畜复杂性状方面的实用性。我们的研究结果不仅推进了对绵羊出生体重遗传学的理解,还为通过经济高效的全基因组方法加速全球家畜生产中的遗传改良计划提供了蓝图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7250/12341293/4161391dcab5/40104_2025_1251_Fig1_HTML.jpg

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