标题:Discovery and validation of methylated-differentially expressed genes in Helicobacter pylori-induced gastric cancer
作者:Liu D.; Ma X.; Yang F.; Xiao D.; Jia Y.; Wang Y.
作者机构:[Liu, D] Central Laboratory, Jinan Central Hospital Affiliated to Shandong University, Jinan, 250013, China;[ Ma, X] Central Laboratory, Jinan Central 更多
通讯作者:Jia, Y(jiayanfei_@126.com)
通讯作者地址:[Jia, Y] Central Laboratory, Jinan Central Hospital Affiliated to Shandong UniversityChina;
来源:Cancer Gene Therapy
出版年:2019
DOI:10.1038/s41417-019-0125-7
摘要:DNA methylation has an important role in Helicobacter pylori (H. pylori)-induced gastric cancer (GC) processes and development. The aim of this study was to search genome-scale epigenetic modifications for studying pathogenesis of H. pylori-induced GC, and to find factors and powerful signature related to survival and prognosis. In this study, we conducted a comprehensive analysis of DNA methylation and gene expression profiles in the Gene Expression Omnibus (GEO), to identified differentially expressed genes (DEGs) and differentially methylated genes (DMGs). Functional enrichment analysis of the screened genes was performed, and a protein–protein interaction network was constructed. The TCGA DNA methylation databases and 55 H. pylori-infected GC cases of GEO RNA sequencing (GSE62254) were utilized for prognostic value validation of hub genes. Finally, a prognosis-related risk signature was identified by a series of bioinformatics analysis for H. pylori-induced GC patients. Totally, 161 DMGs were identified. Pathway analysis showed that all MDEGs mainly associated with Ras signaling pathway, renal cell carcinoma, mitogen-activated protein kinase signaling pathway. Five hub genes including CACNB2, GNB4, GRIN2A, MEF2C, and PREX1 were screened as independent prognostic factors in H. pylori-induced GC patients. Two-gene (CACNB2 and MEF2C) risk signature was constructed for predicting the overall survival of H. pylori-induced GC patients. Our study indicated possible MDEGs and pathways in H. pylori-induced GC by bioinformatics analysis, which may provide novel insights for unraveling pathogenesis of H. pylori-induced GC. Hub genes might serve as aberrantly methylation-based biomarkers for clinical diagnostic and prognostic evaluation of H. pylori-induced GC. © 2019, The Author(s), under exclusive licence to Springer Nature America, Inc.
收录类别:SCOPUS
资源类型:期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069483674&doi=10.1038%2fs41417-019-0125-7&partnerID=40&md5=c0a65e32028b01d4738bd5d4e5e5f8c0
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