功能变异的高通量表征凸显了肺癌易感性的异质性和多源性。

IF 8.1 1区 生物学 Q1 GENETICS & HEREDITY American journal of human genetics Pub Date : 2024-07-11 Epub Date: 2024-06-20 DOI:10.1016/j.ajhg.2024.05.021
Erping Long, Harsh Patel, Alyxandra Golden, Michelle Antony, Jinhu Yin, Karen Funderburk, James Feng, Lei Song, Jason W Hoskins, Laufey T Amundadottir, Rayjean J Hung, Christopher I Amos, Jianxin Shi, Nathaniel Rothman, Qing Lan, Jiyeon Choi
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引用次数: 0

摘要

全基因组关联研究(GWAS)发现了许多肺癌风险相关基因位点。然而,由于这些基因变异大多是功能未知的非蛋白编码,因此解码这些关联的分子机制具有挑战性。在这里,我们采用大规模并行报告分析(MPRA)来同时测量风险相关变异的等位基因转录活性。我们以两种主要肺癌组织学类型和苯并(a)芘暴露为背景,测试了东亚和欧洲人群中最近进行的 3 项全球基因组研究中 42 个位点上的 2,245 个变体。这种 MPRA 方法在 88% 的 GWAS 基因位点上发现了一个或多个对转录活性有显著影响的变体(中位数为 11 个变体)。肺特异性表观基因组数据的多模态整合表明,63%的基因位点存在多个潜在功能变异的连锁不平衡。22%的重要变异在 A549(腺癌)和 H520(鳞癌)细胞系中都显示出等位基因效应,而一部分功能变异显示出显著的细胞类型交互作用。转录因子分析发现了功能变异的潜在调节因子,包括具有细胞类型特异性表达的转录因子,以及预测会与 GWAS 位点上多个潜在功能变异结合的转录因子。基于四种互补方法将功能变异与靶基因联系起来,发现了候选易感基因,包括影响肺癌细胞生长的基因。对 20q13.33 顶级功能变异体的 CRISPR 干扰验证了变异体与基因之间的联系,包括 RTEL1、SOX18 和 ARFRP1。我们的数据对肺癌 GWAS 基因位点进行了全面的功能分析,有助于阐明肺癌易感性的异质性和多基因性的分子基础。
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High-throughput characterization of functional variants highlights heterogeneity and polygenicity underlying lung cancer susceptibility.

Genome-wide association studies (GWASs) have identified numerous lung cancer risk-associated loci. However, decoding molecular mechanisms of these associations is challenging since most of these genetic variants are non-protein-coding with unknown function. Here, we implemented massively parallel reporter assays (MPRAs) to simultaneously measure the allelic transcriptional activity of risk-associated variants. We tested 2,245 variants at 42 loci from 3 recent GWASs in East Asian and European populations in the context of two major lung cancer histological types and exposure to benzo(a)pyrene. This MPRA approach identified one or more variants (median 11 variants) with significant effects on transcriptional activity at 88% of GWAS loci. Multimodal integration of lung-specific epigenomic data demonstrated that 63% of the loci harbored multiple potentially functional variants in linkage disequilibrium. While 22% of the significant variants showed allelic effects in both A549 (adenocarcinoma) and H520 (squamous cell carcinoma) cell lines, a subset of the functional variants displayed a significant cell-type interaction. Transcription factor analyses nominated potential regulators of the functional variants, including those with cell-type-specific expression and those predicted to bind multiple potentially functional variants across the GWAS loci. Linking functional variants to target genes based on four complementary approaches identified candidate susceptibility genes, including those affecting lung cancer cell growth. CRISPR interference of the top functional variant at 20q13.33 validated variant-to-gene connections, including RTEL1, SOX18, and ARFRP1. Our data provide a comprehensive functional analysis of lung cancer GWAS loci and help elucidate the molecular basis of heterogeneity and polygenicity underlying lung cancer susceptibility.

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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.
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