Discovery and validation of methylated-differentially expressed genes inHelicobacter pylori-induced gastric cancer

被引:25
作者
Liu, Duanrui [1 ]
Ma, Xiaoli [1 ]
Yang, Fei [2 ]
Xiao, Dongjie [1 ]
Jia, Yanfei [1 ,3 ]
Wang, Yunshan [1 ,3 ]
机构
[1] Shandong Univ, Cent Lab, Jinan Cent Hosp, Jinan 250013, Peoples R China
[2] Shandong Univ, Dept Pathol, Jinan Cent Hosp, Jinan 250013, Peoples R China
[3] Shandong Univ, Shandong Prov Key Lab Tumor Target Mol, Jinan Cent Hosp, Jinan 250013, Peoples R China
关键词
HELICOBACTER-PYLORI; BIOCONDUCTOR PACKAGE; PROGNOSTIC VALUE; DNA METHYLATION; SURVIVAL; ACTIVATION; SIGNATURE; INFECTION; GRIN2A;
D O I
10.1038/s41417-019-0125-7
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
DNA methylation has an important role inHelicobacter 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 ofH. 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 forH. 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 inH. pylori-induced GC patients. Two-gene (CACNB2 and MEF2C) risk signature was constructed for predicting the overall survival ofH. pylori-induced GC patients. Our study indicated possible MDEGs and pathways inH. pylori-induced GC by bioinformatics analysis, which may provide novel insights for unraveling pathogenesis ofH. pylori-induced GC. Hub genes might serve as aberrantly methylation-based biomarkers for clinical diagnostic and prognostic evaluation ofH. pylori-induced GC.
引用
收藏
页码:473 / 485
页数:13
相关论文
共 35 条
[11]   Epigenetic impact of infection on carcinogenesis: mechanisms and applications [J].
Hattori, Naoko ;
Ushijima, Toshikazu .
GENOME MEDICINE, 2016, 8
[12]   Time-dependent ROC curves for censored survival data and a diagnostic marker [J].
Heagerty, PJ ;
Lumley, T ;
Pepe, MS .
BIOMETRICS, 2000, 56 (02) :337-344
[13]   Cot kinase plays a critical role in Helicobacter pylori-induced IL-8 expression [J].
Jang, Sungil ;
Kim, Jinmoon ;
Cha, Jeong-Heon .
JOURNAL OF MICROBIOLOGY, 2017, 55 (04) :311-317
[14]   The epigenomics of cancer [J].
Jones, Peter A. ;
Baylin, Stephen B. .
CELL, 2007, 128 (04) :683-692
[15]  
Kang H, 2019, MOL CELLS, V42, P175
[16]   Novel roles for Slits and netrins: axon guidance cues as anticancer targets? [J].
Mehlen, Patrick ;
Delloye-Bourgeois, Celine ;
Chedotal, Alain .
NATURE REVIEWS CANCER, 2011, 11 (03) :188-197
[17]   Helicobacter pylori-induced DNA Methylation as an Epigenetic Modulator of Gastric Cancer: Recent Outcomes and Future Direction [J].
Muhammad, Jibran Sualeh ;
Eladl, Mohamed Ahmed ;
Khoder, Ghalia .
PATHOGENS, 2019, 8 (01)
[18]   Aberrant DNA methylation in non-neoplastic gastric mucosa of H-Pylori infected patients and effect of eradication [J].
Perri, Francesco ;
Cotugno, Rosa ;
Piepoli, Ada ;
Merla, Antonio ;
Quitadamo, Michele ;
Gentile, Annamaria ;
Pilotto, Alberto ;
Annese, Vito ;
Andriulli, Angelo .
AMERICAN JOURNAL OF GASTROENTEROLOGY, 2007, 102 (07) :1361-1371
[19]  
Riemann K, 2009, ANTICANCER RES, V29, P1271
[20]   limma powers differential expression analyses for RNA-sequencing and microarray studies [J].
Ritchie, Matthew E. ;
Phipson, Belinda ;
Wu, Di ;
Hu, Yifang ;
Law, Charity W. ;
Shi, Wei ;
Smyth, Gordon K. .
NUCLEIC ACIDS RESEARCH, 2015, 43 (07) :e47