在不同血统中表达不同的基因富集在血统特异性疾病效应中,这可能是由于基因与环境的相互作用。

IF 8.1 1区 生物学 Q1 GENETICS & HEREDITY American journal of human genetics Pub Date : 2024-10-03 Epub Date: 2024-08-26 DOI:10.1016/j.ajhg.2024.07.021
Juehan Wang, Zixuan Zhang, Zeyun Lu, Nicholas Mancuso, Steven Gazal
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引用次数: 0

摘要

多祖先全基因组关联研究(GWAS)凸显了具有祖先特异性效应大小的变异的存在。要想了解人类疾病和复杂性状的遗传基础,就必须了解这些祖先特异性效应发生的位置和原因。在这里,我们利用 21 名东亚(EAS)血统个体和 23 名欧洲(EUR)血统个体(172,385 个细胞)外周血单核细胞中的单细胞 RNA 序列数据,在细胞类型水平上描述了不同血统差异表达的基因(ancDE 基因);然后,我们利用 31 种疾病和复杂性状的祖先匹配 GWAS(EAS 和 EUR 的平均 n ∼ 90,000 和 ∼ 267,000),检测了这些基因周围的变异是否富集了具有祖先特异效应大小的疾病变异。我们观察到,ancDE 基因往往具有细胞类型特异性,并富集于与环境相互作用的基因和具有祖先特异性疾病效应大小的变异中,这表明细胞类型特异性、基因与环境的相互作用在调控和疾病结构之间具有共享性。最后,我们说明了不同的环境是如何导致 B 细胞中具有祖先特异性的髓细胞白血病 1(MCL1)表达,以及淋巴细胞计数 GWAS 中围绕 MCL1 的变异具有祖先特异性的等位基因效应大小的。我们的研究结果表明,要提高我们对人类疾病的认识,需要来自不同祖先的大型单细胞和 GWAS 数据集。
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Genes with differential expression across ancestries are enriched in ancestry-specific disease effects likely due to gene-by-environment interactions.

Multi-ancestry genome-wide association studies (GWASs) have highlighted the existence of variants with ancestry-specific effect sizes. Understanding where and why these ancestry-specific effects occur is fundamental to understanding the genetic basis of human diseases and complex traits. Here, we characterized genes differentially expressed across ancestries (ancDE genes) at the cell-type level by leveraging single-cell RNA-sequencing data in peripheral blood mononuclear cells for 21 individuals with East Asian (EAS) ancestry and 23 individuals with European (EUR) ancestry (172,385 cells); then, we tested whether variants surrounding those genes were enriched in disease variants with ancestry-specific effect sizes by leveraging ancestry-matched GWASs of 31 diseases and complex traits (average n ∼ 90,000 and ∼ 267,000 in EAS and EUR, respectively). We observed that ancDE genes tended to be cell-type specific and enriched in genes interacting with the environment and in variants with ancestry-specific disease effect sizes, which suggests cell-type-specific, gene-by-environment interactions shared between regulatory and disease architectures. Finally, we illustrated how different environments might have led to ancestry-specific myeloid cell leukemia 1 (MCL1) expression in B cells and ancestry-specific allele effect sizes in lymphocyte count GWASs for variants surrounding MCL1. Our results imply that large single-cell and GWAS datasets from diverse ancestries are required to improve our understanding of human diseases.

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来源期刊
CiteScore
14.70
自引率
4.10%
发文量
185
审稿时长
1 months
期刊介绍: The American Journal of Human Genetics (AJHG) is a monthly journal published by Cell Press, chosen by The American Society of Human Genetics (ASHG) as its premier publication starting from January 2008. AJHG represents Cell Press's first society-owned journal, and both ASHG and Cell Press anticipate significant synergies between AJHG content and that of other Cell Press titles.
期刊最新文献
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