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人类群体间跨性状的精细尺度种群结构及遗传效应大小的广泛保守性。

Fine-scale population structure and widespread conservation of genetic effect sizes between human groups across traits.

作者信息

Hu Sile, Ferreira Lino A F, Shi Sinan, Hellenthal Garrett, Marchini Jonathan, Lawson Daniel J, Myers Simon R

机构信息

Department of Statistics, University of Oxford, Oxford, UK.

Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK.

出版信息

Nat Genet. 2025 Feb;57(2):379-389. doi: 10.1038/s41588-024-02035-8. Epub 2025 Feb 3.

Abstract

Understanding genetic differences between populations is essential for avoiding confounding in genome-wide association studies and improving polygenic score (PGS) portability. We developed a statistical pipeline to infer fine-scale Ancestry Components and applied it to UK Biobank data. Ancestry Components identify population structure not captured by widely used principal components, improving stratification correction for geographically correlated traits. To estimate the similarity of genetic effect sizes between groups, we developed ANCHOR, which estimates changes in the predictive power of an existing PGS in distinct local ancestry segments. ANCHOR infers highly similar (estimated correlation 0.98 ± 0.07) effect sizes between UK Biobank participants of African and European ancestry for 47 of 53 quantitative phenotypes, suggesting that gene-environment and gene-gene interactions do not play major roles in poor cross-ancestry PGS transferability for these traits in the United Kingdom, and providing optimism that shared causal mutations operate similarly in different populations.

摘要

了解不同人群之间的遗传差异对于避免全基因组关联研究中的混杂因素以及提高多基因评分(PGS)的可转移性至关重要。我们开发了一种统计流程来推断精细尺度的祖先成分,并将其应用于英国生物银行的数据。祖先成分能够识别广泛使用的主成分未捕捉到的群体结构,从而改善对地理相关性状的分层校正。为了估计不同群体之间遗传效应大小的相似性,我们开发了ANCHOR,它可以估计现有PGS在不同本地祖先片段中的预测能力变化。对于53种定量表型中的47种,ANCHOR推断出非洲和欧洲血统的英国生物银行参与者之间的效应大小高度相似(估计相关性为0.98±0.07),这表明基因-环境和基因-基因相互作用在英国这些性状的跨祖先PGS转移能力差方面并不起主要作用,并让人乐观地认为共享的因果突变在不同人群中的作用相似。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1777/11821542/c9d5a8c518b0/41588_2024_2035_Fig1_HTML.jpg

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