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全基因组关联研究(GWAS)检测出的乳腺癌、肺癌、前列腺癌和结肠癌相关基因的下游靶点汇聚于G1/S转换通路。

Downstream targets of GWAS-detected genes for breast, lung, and prostate and colon cancer converge to G1/S transition pathway.

作者信息

Gorlova Olga Y, Demidenko Eugene I, Amos Christopher I, Gorlov Ivan P

出版信息

Hum Mol Genet. 2017 Apr 15;26(8):1465-1471. doi: 10.1093/hmg/ddx050.

Abstract

Genome-wide association studies (GWASs) identified over 500 single nucleotide polymorphisms (SNPs) influencing cancer risk. It is logical to expect the cancer-associated genes to cluster in pathways directly involved in carcinogenesis, e.g. cell cycle. Nevertheless, analyses of the GWAS-detected cancer risk genes usually show no or weak enrichment by known cancer genes.We hypothesized that GWAS-detected cancer risk-associated genes function as upstream regulators of the genes directly involved in carcinogenesis. We have analyzed four common cancers: breast, colon, lung, and prostate. To identify downstream targets of GWAS-detected cancer risk genes we used MedScan, which is a text mining tool offered by PathwayStudio. We also used data on protein/protein interactions reported by BioGRID database. Among all identified targets we have selected common downstream targets. A gene was considered a common downstream target if it was a downstream target for at least three GWAS-detected genes for a given cancer type. Common downstream targets were identified separately for each cancer type. We found that common downstream targets for all four cancer types were enriched by cell cycle genes, more specifically, the genes involved in G1/S transition. Common downstream targets for bipolar disorder, Crohn's disease, and type 2 diabetes did not show G1/S transition enrichment.The results of this analysis suggest that many cancer risk genes function as upstream regulators of the genes directly involved in G1/S transition and exert their risk effects by reducing threshold for G1/S transition, elevating the background level of cell proliferation and cancer risk.

摘要

全基因组关联研究(GWAS)已鉴定出500多个影响癌症风险的单核苷酸多态性(SNP)。可以合理预期与癌症相关的基因会聚集在直接参与致癌过程的通路中,例如细胞周期。然而,对GWAS检测到的癌症风险基因的分析通常显示,已知癌症基因的富集程度不高或较弱。我们假设GWAS检测到的癌症风险相关基因作为直接参与致癌过程的基因的上游调节因子发挥作用。我们分析了四种常见癌症:乳腺癌、结肠癌、肺癌和前列腺癌。为了鉴定GWAS检测到的癌症风险基因的下游靶点,我们使用了MedScan,它是PathwayStudio提供的一种文本挖掘工具。我们还使用了BioGRID数据库报告的蛋白质/蛋白质相互作用数据。在所有鉴定出的靶点中,我们选择了共同的下游靶点。如果一个基因是给定癌症类型中至少三个GWAS检测到的基因的下游靶点,那么它就被视为一个共同的下游靶点。针对每种癌症类型分别鉴定共同的下游靶点。我们发现,所有四种癌症类型的共同下游靶点都富含细胞周期基因,更具体地说,是参与G1/S期转换的基因。双相情感障碍、克罗恩病和2型糖尿病的共同下游靶点未显示出G1/S期转换富集。该分析结果表明,许多癌症风险基因作为直接参与G1/S期转换的基因的上游调节因子发挥作用,并通过降低G1/S期转换阈值、提高细胞增殖背景水平和癌症风险来发挥其风险效应。

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