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发现非裔美国人中新型肝细胞 eQTL。

Discovery of novel hepatocyte eQTLs in African Americans.

机构信息

Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.

出版信息

PLoS Genet. 2020 Apr 20;16(4):e1008662. doi: 10.1371/journal.pgen.1008662. eCollection 2020 Apr.

Abstract

African Americans (AAs) are disproportionately affected by metabolic diseases and adverse drug events, with limited publicly available genomic and transcriptomic data to advance the knowledge of the molecular underpinnings or genetic associations to these diseases or drug response phenotypes. To fill this gap, we obtained 60 primary hepatocyte cultures from AA liver donors for genome-wide mapping of expression quantitative trait loci (eQTL) using LAMatrix. We identified 277 eGenes and 19,770 eQTLs, of which 67 eGenes and 7,415 eQTLs are not observed in the Genotype-Tissue Expression Project (GTEx) liver eQTL analysis. Of the eGenes found in GTEx only 25 share the same lead eQTL. These AA-specific eQTLs are less correlated to GTEx eQTLs. in effect sizes and have larger Fst values compared to eQTLs found in both cohorts (overlapping eQTLs). We assessed the overlap between GWAS variants and their tagging variants with AA hepatocyte eQTLs and demonstrated that AA hepatocyte eQTLs can decrease the number of potential causal variants at GWAS loci. Additionally, we identified 75,002 exon QTLs of which 48.8% are not eQTLs in AA hepatocytes. Our analysis provides the first comprehensive characterization of AA hepatocyte eQTLs and highlights the unique discoveries that are made possible due to the increased genetic diversity within the African ancestry genome.

摘要

非裔美国人(African Americans,AAs)不成比例地受到代谢疾病和药物不良反应的影响,而公开提供的基因组和转录组数据有限,无法深入了解这些疾病或药物反应表型的分子基础或遗传关联。为了填补这一空白,我们从 AA 肝供体中获得了 60 个原代肝细胞培养物,用于使用 LAMatrix 进行全基因组表达数量性状基因座(eQTL)作图。我们鉴定了 277 个 eGenes 和 19770 个 eQTLs,其中 67 个 eGenes 和 7415 个 eQTLs在基因型组织表达项目(Genotype-Tissue Expression Project,GTEx)肝脏 eQTL 分析中未观察到。在 GTEx 中发现的 eGenes 中,只有 25 个与相同的先导 eQTL 共享。这些仅在 AA 中发现的 eQTLs与 GTEx eQTLs的相关性较低,在效应大小上也有更大的 Fst 值,与两个队列(重叠 eQTLs)中的 eQTLs相比。我们评估了 GWAS 变体与其在 AA 肝细胞中的标记变体之间的重叠,并证明 AA 肝细胞 eQTLs 可以减少 GWAS 位点的潜在因果变体数量。此外,我们鉴定了 75002 个外显子 QTLs,其中 48.8%在外显子 QTLs 中不是 eQTLs。我们的分析首次全面描述了 AA 肝细胞 eQTLs,并强调了由于非洲裔基因组内遗传多样性的增加而可能实现的独特发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51d5/7192504/80932d7f67f2/pgen.1008662.g001.jpg

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