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全基因组 3'UTR 变异功能筛选揭示了人类疾病和进化的因果变异。

Genome-wide functional screen of 3'UTR variants uncovers causal variants for human disease and evolution.

机构信息

Broad Institute of MIT and Harvard, Cambridge, MA 02143, USA; Program in Bioinformatics and Integrative Genomics, Harvard Medical School, Boston, MA 02115, USA; Department of Anesthesiology, Perioperative, and Pain Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.

Broad Institute of MIT and Harvard, Cambridge, MA 02143, USA; Department Of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA 02143, USA.

出版信息

Cell. 2021 Sep 30;184(20):5247-5260.e19. doi: 10.1016/j.cell.2021.08.025. Epub 2021 Sep 16.

Abstract

3' untranslated region (3'UTR) variants are strongly associated with human traits and diseases, yet few have been causally identified. We developed the massively parallel reporter assay for 3'UTRs (MPRAu) to sensitively assay 12,173 3'UTR variants. We applied MPRAu to six human cell lines, focusing on genetic variants associated with genome-wide association studies (GWAS) and human evolutionary adaptation. MPRAu expands our understanding of 3'UTR function, suggesting that simple sequences predominately explain 3'UTR regulatory activity. We adapt MPRAu to uncover diverse molecular mechanisms at base pair resolution, including an adenylate-uridylate (AU)-rich element of LEPR linked to potential metabolic evolutionary adaptations in East Asians. We nominate hundreds of 3'UTR causal variants with genetically fine-mapped phenotype associations. Using endogenous allelic replacements, we characterize one variant that disrupts a miRNA site regulating the viral defense gene TRIM14 and one that alters PILRB abundance, nominating a causal variant underlying transcriptional changes in age-related macular degeneration.

摘要

3' 非翻译区 (3'UTR) 变体与人类特征和疾病密切相关,但很少有被确定为因果关系的。我们开发了大规模平行报告基因检测 3'UTR(MPRAu)技术,以灵敏地检测 12173 个 3'UTR 变体。我们将 MPRAu 应用于六种人类细胞系,重点关注与全基因组关联研究 (GWAS) 和人类进化适应相关的遗传变异。MPRAu 扩展了我们对 3'UTR 功能的理解,表明简单序列主要解释了 3'UTR 的调节活性。我们通过 MPRAu 以碱基分辨率揭示了多种分子机制,包括与东亚潜在代谢进化适应相关的 LEPR 的腺苷酸-尿苷酸 (AU) 丰富元件。我们提名了数百个具有遗传精细映射表型关联的 3'UTR 因果变体。使用内源性等位基因替换,我们鉴定了一个破坏调节病毒防御基因 TRIM14 的 miRNA 位点的变体,以及一个改变 PILRB 丰度的变体,从而鉴定了年龄相关性黄斑变性中转录变化的因果变体。

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本文引用的文献

1
Empirical Bayes Matrix Factorization.
J Mach Learn Res. 2021;22.
2
A simple new approach to variable selection in regression, with application to genetic fine mapping.
J R Stat Soc Series B Stat Methodol. 2020 Dec;82(5):1273-1300. doi: 10.1111/rssb.12388. Epub 2020 Jul 10.
4
A compendium of uniformly processed human gene expression and splicing quantitative trait loci.
Nat Genet. 2021 Sep;53(9):1290-1299. doi: 10.1038/s41588-021-00924-w. Epub 2021 Sep 6.
6
An atlas of alternative polyadenylation quantitative trait loci contributing to complex trait and disease heritability.
Nat Genet. 2021 Jul;53(7):994-1005. doi: 10.1038/s41588-021-00864-5. Epub 2021 May 13.
7
The GTEx Consortium atlas of genetic regulatory effects across human tissues.
Science. 2020 Sep 11;369(6509):1318-1330. doi: 10.1126/science.aaz1776.
9
Imbalanced Host Response to SARS-CoV-2 Drives Development of COVID-19.
Cell. 2020 May 28;181(5):1036-1045.e9. doi: 10.1016/j.cell.2020.04.026. Epub 2020 May 15.
10
TRIM14 Is a Key Regulator of the Type I IFN Response during Infection.
J Immunol. 2020 Jul 1;205(1):153-167. doi: 10.4049/jimmunol.1901511. Epub 2020 May 13.

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