An integrative multi-omics study to identify candidate DNA methylation biomarkers associated with gastric cancer prognosis

IF 6.9 2区 医学 Q1 TOXICOLOGY
Jingjing Gu, Yanling Wu, Wenyue Tao, Junyi Xin, Hanting Liu, Weida Gong, Qinghong Zhao, Haiyan Chu, Mulong Du, Meilin Wang, Dongmei Wu, Guoquan Tao, Zhengdong Zhang
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Abstract

Aberrant DNA methylation (DNAm) is the most well-defined epigenetic hallmark in gastric cancer (GC), which may be associated with a variety of risk factors exposure. In this study, leveraging the multi-omics data of Genome-wide association studies (GWAS), methylation quantitative trait locus (mQTL) and expression quantitative trait locus (eQTL) collected from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx) Project and Gene Expression Omnibus (GEO) database, a joint analysis of cox proportional hazard regression and Summary-data-based Mendelian randomization (SMR) analysis were adapted to investigate the causal associations of DNAm, gene expression and the GC prognosis. The results showed the causal association of hypermethylation of cg16007185, down-regulation of TMX1, and poorer prognosis of GC patients. Mendelian randomization (MR) analysis revealed that exposure to PCB-99, a type of polychlorinated biphenyl, might lead to the hypermethylation of cg16007185. Mediation analysis showed the borderline mediation role of TMX1 in the association between cg16007185 and GC survival, with an indirect effect (IE) of 5.24% (P = 0.102). Weighted correlation network analysis (WGCNA) and enrichment analysis predicted that TMX1 was involved in the cell proliferation pathway. In vitro experiments validated that promoter hypomethylation could promote the TMX1 expression, which inhibited the proliferation and metastatic ability of GC cells. Overall, our results suggest that the hypermethylation of cg16007185, a result of PCB-99 exposure, may promote the poor prognosis of GC patients by decreasing the TMX1 expression.

一项综合多组学研究确定与胃癌预后相关的候选DNA甲基化生物标志物。
异常DNA甲基化(DNAm)是胃癌(GC)最明确的表观遗传标志,可能与多种危险因素暴露有关。本研究利用美国癌症基因组图谱(TCGA)、基因型-组织表达(GTEx)项目和基因表达综合数据库(GEO)中收集的全基因组关联研究(GWAS)、甲基化数量性状位点(mQTL)和表达数量性状位点(eQTL)的多组学数据,采用cox比例风险回归分析和基于摘要数据的孟德尔随机化(SMR)分析,探讨了DNAm的因果关系。基因表达与胃癌预后的关系。结果显示,cg16007185高甲基化、TMX1下调与GC患者预后较差存在因果关系。孟德尔随机化(MR)分析显示,暴露于多氯联苯PCB-99可能导致cg16007185的超甲基化。中介分析显示,TMX1在cg16007185与GC生存之间的关联中具有边缘性中介作用,间接效应(IE)为5.24% (P = 0.102)。加权相关网络分析(WGCNA)和富集分析预测TMX1参与细胞增殖途径。体外实验证实,启动子低甲基化可以促进TMX1的表达,从而抑制胃癌细胞的增殖和转移能力。总之,我们的研究结果表明,PCB-99暴露导致的cg16007185的高甲基化可能通过降低TMX1的表达而促进GC患者的不良预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Archives of Toxicology
Archives of Toxicology 医学-毒理学
CiteScore
11.60
自引率
4.90%
发文量
218
审稿时长
1.5 months
期刊介绍: Archives of Toxicology provides up-to-date information on the latest advances in toxicology. The journal places particular emphasis on studies relating to defined effects of chemicals and mechanisms of toxicity, including toxic activities at the molecular level, in humans and experimental animals. Coverage includes new insights into analysis and toxicokinetics and into forensic toxicology. Review articles of general interest to toxicologists are an additional important feature of the journal.
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