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癌症中染色质可及性的等位基因不平衡可确定候选因果风险变异及其机制
作者:小柯机器人 发布时间:2022/6/19 2:44:16

2022年6月13日,《自然—遗传学》杂志在线发表了美国丹娜-法伯癌症研究所Alexander Gusev小组的最新成果。该研究发现,癌症中染色质可及性的等位基因不平衡可确定候选因果风险变异及其机制。

研究人员使用了跨越23种癌症类型的406个癌症ATAC-Seq样本,并确定了7262个种系等位基因特异性可及性QTL(as-aQTL)。癌症as-aQTL对癌症风险遗传性的富集程度(高达145倍)超过了七个癌症全基因组关联研究(GWAS)的任何其他功能注释。大多数癌症as-aQTL直接改变了转录因子(TF)模体,并在功能筛选中表现出不同的TF结合和基因表达。
 
为了将as-aQTL与假定的风险机制联系起来,研究人员引入了调控组关联研究(RWAS)。RWAS在70%以上的已知乳腺和前列腺位点上发现了遗传相关的可及峰,并在所有被检查的癌症类型中发现了新的风险位点。综合as-aQTL发现、模体分析和RWAS确定了候选的因果调控元件及其可能的上游调节因子。这项工作表明,癌症as-aQTL和RWAS分析是研究癌症风险遗传结构的有力工具。
 
据介绍,虽然通过GWAS发现了许多种系癌症风险变体,但这些变体的运作机制在很大程度上仍是未知的。
 
附:英文原文
 
Title: Allelic imbalance of chromatin accessibility in cancer identifies candidate causal risk variants and their mechanisms

Author: Grishin, Dennis, Gusev, Alexander

Issue&Volume: 2022-06-13

Abstract: While many germline cancer risk variants have been identified through genome-wide association studies (GWAS), the mechanisms by which these variants operate remain largely unknown. Here we used 406 cancer ATAC-Seq samples across 23 cancer types to identify 7,262 germline allele-specific accessibility QTLs (as-aQTLs). Cancer as-aQTLs had stronger enrichment for cancer risk heritability (up to 145 fold) than any other functional annotation across seven cancer GWAS. Most cancer as-aQTLs directly altered transcription factor (TF) motifs and exhibited differential TF binding and gene expression in functional screens. To connect as-aQTLs to putative risk mechanisms, we introduced the regulome-wide associations study (RWAS). RWAS identified genetically associated accessible peaks at >70% of known breast and prostate loci and discovered new risk loci in all examined cancer types. Integrating as-aQTL discovery, motif analysis and RWAS identified candidate causal regulatory elements and their probable upstream regulators. Our work establishes cancer as-aQTLs and RWAS analysis as powerful tools to study the genetic architecture of cancer risk.

DOI: 10.1038/s41588-022-01075-2

Source: https://www.nature.com/articles/s41588-022-01075-2

期刊信息

Nature Genetics:《自然—遗传学》,创刊于1992年。隶属于施普林格·自然出版集团,最新IF:25.455
官方网址:https://www.nature.com/ng/
投稿链接:https://mts-ng.nature.com/cgi-bin/main.plex