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与冠心病风险相关的肝脏特异性非编码调控 SNPs 的综合分析。

Integrative analysis of liver-specific non-coding regulatory SNPs associated with the risk of coronary artery disease.

机构信息

A. I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, PO Box 1627, 70211 Kuopio, Finland.

Department of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA.

出版信息

Am J Hum Genet. 2021 Mar 4;108(3):411-430. doi: 10.1016/j.ajhg.2021.02.006. Epub 2021 Feb 23.

Abstract

Genetic factors underlying coronary artery disease (CAD) have been widely studied using genome-wide association studies (GWASs). However, the functional understanding of the CAD loci has been limited by the fact that a majority of GWAS variants are located within non-coding regions with no functional role. High cholesterol and dysregulation of the liver metabolism such as non-alcoholic fatty liver disease confer an increased risk of CAD. Here, we studied the function of non-coding single-nucleotide polymorphisms in CAD GWAS loci located within liver-specific enhancer elements by identifying their potential target genes using liver cis-eQTL analysis and promoter Capture Hi-C in HepG2 cells. Altogether, 734 target genes were identified of which 121 exhibited correlations to liver-related traits. To identify potentially causal regulatory SNPs, the allele-specific enhancer activity was analyzed by (1) sequence-based computational predictions, (2) quantification of allele-specific transcription factor binding, and (3) STARR-seq massively parallel reporter assay. Altogether, our analysis identified 1,277 unique SNPs that display allele-specific regulatory activity. Among these, susceptibility enhancers near important cholesterol homeostasis genes (APOB, APOC1, APOE, and LIPA) were identified, suggesting that altered gene regulatory activity could represent another way by which genetic variation regulates serum lipoprotein levels. Using CRISPR-based perturbation, we demonstrate how the deletion/activation of a single enhancer leads to changes in the expression of many target genes located in a shared chromatin interaction domain. Our integrative genomics approach represents a comprehensive effort in identifying putative causal regulatory regions and target genes that could predispose to clinical manifestation of CAD by affecting liver function.

摘要

遗传因素是冠心病(CAD)的主要致病因素,目前已广泛采用全基因组关联研究(GWAS)对其进行研究。然而,由于大多数 GWAS 变体位于无功能作用的非编码区域内,因此对 CAD 基因座的功能理解受到限制。高胆固醇和非酒精性脂肪性肝病等肝脏代谢失调会增加 CAD 的风险。在这里,我们通过在 HepG2 细胞中进行肝顺式 eQTL 分析和启动子捕获 Hi-C,研究了位于肝脏特异性增强子元件内的 CAD GWAS 基因座中非编码单核苷酸多态性的功能,确定了其潜在的靶基因。总共鉴定出 734 个靶基因,其中 121 个与肝脏相关性状相关。为了鉴定潜在的因果调节 SNP,通过(1)基于序列的计算预测,(2)定量测定等位基因特异性转录因子结合,以及(3)STARR-seq 大规模平行报告基因测定,分析了等位基因特异性增强子活性。总共鉴定出 1277 个具有等位基因特异性调节活性的独特 SNP。其中,在重要的胆固醇稳态基因(APOB、APOC1、APOE 和 LIPA)附近发现了易感增强子,表明基因调节活性的改变可能是遗传变异调节血清脂蛋白水平的另一种方式。使用基于 CRISPR 的干扰,我们证明了单个增强子的缺失/激活如何导致位于共享染色质相互作用域中的许多靶基因的表达发生变化。我们的综合基因组学方法代表了一种全面的努力,旨在通过影响肝脏功能,确定可能导致 CAD 临床表现的潜在因果调节区域和靶基因。

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