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配子相不平衡对复杂性状遗传力的贡献。

The contribution of gametic phase disequilibrium to the heritability of complex traits.

作者信息

Zhang Yuanxiang, Sakaue Saori, Morris Sam, Graff Mariaelisa, Yamamoto Kenichi, Chen Zhengming, Li Liming, Keller Matthew C, Goddard Michael E, Walters Robin G, Okada Yukinori, Visscher Peter M, Yengo Loic

机构信息

Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.

出版信息

Nat Genet. 2025 May 19. doi: 10.1038/s41588-025-02192-4.

Abstract

Nonrandom mating induces genome-wide correlations between unlinked genetic variants, known as gametic phase disequilibrium (GPD), whose contribution to heritability remains uncharacterized. Here we introduce the disequilibrium genome-based restricted maximum likelihood (DGREML) method to simultaneously quantify the additive contribution of SNPs to heritability and that of their directional covariances. We applied DGREML to 26 phenotypes of 550,000 individuals from diverse biobanks and found that cross-autosome GPD contributes 10-27% of the SNP-based heritability of height, educational attainment, intelligence, income, self-rated health status and sedentary behaviors. We observed a differential contribution of GPD to the heritability of height between the UK, Chinese and Japanese populations. Finally, bivariate DGREML analyses of educational attainment and height show that cross-autosome GPD contributes at least 32% of their genetic correlation. Altogether, our versatile and powerful method reveals understudied features of the genetic architecture of complex traits and informs potential mechanisms generating these features.

摘要

非随机交配会在全基因组范围内诱导不连锁基因变异之间产生相关性,即配子相不平衡(GPD),其对遗传力的贡献尚不清楚。在此,我们引入基于不平衡基因组的限制最大似然法(DGREML),以同时量化单核苷酸多态性(SNP)对遗传力的加性贡献及其方向协方差的贡献。我们将DGREML应用于来自不同生物样本库的550,000个人的26种表型,发现跨常染色体GPD对身高、受教育程度、智力、收入、自评健康状况和久坐行为的基于SNP的遗传力贡献为10%-27%。我们观察到GPD对英国、中国和日本人群身高遗传力的贡献存在差异。最后,对受教育程度和身高的双变量DGREML分析表明,跨常染色体GPD对它们的遗传相关性贡献至少为32%。总之,我们通用且强大的方法揭示了复杂性状遗传结构中尚未充分研究的特征,并为产生这些特征的潜在机制提供了信息。

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