DNA methylation biomarkers for hepatocellular carcinoma

被引:39
作者
Fan, Guorun [1 ]
Tu, Yaqin [1 ]
Chen, Cai [3 ]
Sun, Haiying [1 ]
Wan, Chidan [2 ]
Cai, Xiong [2 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Med Coll, Union Hosp, Dept Otorhinolaryngol, Wuhan 430022, Hubei, Peoples R China
[2] Huazhong Univ Sci & Technol, Tongji Med Coll, Union Hosp, Dept Hepatobiliary Surg, Wuhan 430022, Hubei, Peoples R China
[3] Huazhong Univ Sci & Technol, Tongji Med Coll, Cent Hosp Wuhan, Dept Endocrinol, Wuhan, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma; Methylation; Hub genes; PREDICTION; EXPRESSION;
D O I
10.1186/s12935-018-0629-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Aberrant methylation of DNA is a key driver of hepatocellular carcinoma (HCC). In this study, we sought to integrate four cohorts profile datasets to identify such abnormally methylated genes and pathways associated with HCC. Methods: To this end, we downloaded microarray datasets examining gene expression (GSE84402, GSE46408) and gene methylation (GSE73003, GSE57956) from the GEO database. Abnormally methylated differentially expressed genes (DEGs) were sorted and pathways were analyzed. The String database was then used to perform enrichment and functional analysis of identified pathways and genes. Cytoscape software was used to create a protein-protein interaction network, and MCODE was used for module analysis. Finally, overall survival analysis of hub genes was performed by the OncoLnc online tool. Results: In total, we identified 19 hypomethylated highly expressed genes and 14 hypermethylated lowly expressed genes at the screening step, and finally found six mostly changed hub genes including MAD2L1, CDC20, CCNB1, CCND1, AR and ESR1. Pathway analysis showed that aberrantly methylated-DEGs mainly associated with the cell cycle process, p53 signaling, and MAPK signaling in HCC. After validation in TCGA database, the methylation and expression status of hub genes was significantly altered and same with our results. Patients with high expression of MAD2L1, CDC20 and CCNB1 and low expression of CCND1, AR, and ESR1 was associated with shorter overall survival. Conclusions: Taken together, we have identified novel aberrantly methylated genes and pathways linked to HCC, potentially offering novel insights into the molecular mechanisms governing HCC progression and serving as novel biomarkers for precision diagnosis and disease treatment.
引用
收藏
页数:13
相关论文
共 32 条
[1]  
Addeo R, 2009, EXPERT OPIN INV DRUG, V18, P373, DOI [10.1517/14712590802680158 , 10.1517/14712590802680158]
[2]   Gene expression patterns in human liver cancers [J].
Chen, X ;
Cheung, ST ;
So, S ;
Fan, ST ;
Barry, C ;
Higgins, J ;
Lai, KM ;
Ji, JF ;
Dudoit, S ;
Ng, IOL ;
van de Rijn, M ;
Botstein, D ;
Brown, PO .
MOLECULAR BIOLOGY OF THE CELL, 2002, 13 (06) :1929-1939
[3]  
Covini G, 1997, HEPATOLOGY, V25, P75
[4]   Cyclin B1 and other cyclins as tumor antigens in immunosurveillance and immunotherapy of cancer [J].
Egloff, AM ;
Vella, LA ;
Finn, OJ .
CANCER RESEARCH, 2006, 66 (01) :6-9
[5]   Estrogen receptors:: How do they signal and what are their targets [J].
Heldring, Nina ;
Pike, Ashley ;
Andersson, Sandra ;
Matthews, Jason ;
Cheng, Guojun ;
Hartman, Johan ;
Tujague, Michel ;
Stroem, Anders ;
Treuter, Eckardt ;
Warner, Margaret ;
Gustafsson, Jan-Ake .
PHYSIOLOGICAL REVIEWS, 2007, 87 (03) :905-931
[6]   Epigenetic Regulation of Centromere Chromatin Stability by Dietary and Environmental Factors [J].
Hernandez-Saavedra, Diego ;
Strakovsky, Rita S. ;
Ostrosky-Wegman, Patricia ;
Pan, Yuan-Xiang .
ADVANCES IN NUTRITION, 2017, 8 (06) :889-904
[7]   An RB-EZH2 Complex Mediates Silencing of Repetitive DNA Sequences [J].
Ishak, Charles A. ;
Marshall, Aren E. ;
Passos, Daniel T. ;
White, Carlee R. ;
Kim, Seung J. ;
Cecchini, Matthew J. ;
Ferwati, Sara ;
MacDonald, William A. ;
Howlett, Christopher J. ;
Welch, Ian D. ;
Rubin, Seth M. ;
Mann, Mellissa R. W. ;
Dick, Frederick A. .
MOLECULAR CELL, 2016, 64 (06) :1074-1087
[8]   Estrogen receptor expression in chronic hepatitis C and hepatocellular carcinoma pathogenesis [J].
Iyer, Janaki K. ;
Kalra, Mamta ;
Kaul, Anil ;
Payton, Mark E. ;
Kaul, Rashmi .
WORLD JOURNAL OF GASTROENTEROLOGY, 2017, 23 (37) :6802-+
[9]   Etiology of hepatocellular carcinoma in West Africa, a case-control study [J].
Jaquet, Antoine ;
Tchounga, Boris ;
Tanon, Aristophane ;
Bagny, Aklesso ;
Ekouevi, Didier K. ;
Traore, Hamar A. ;
Sasco, Annie J. ;
Maiga, Moussa ;
Dabis, Francois .
INTERNATIONAL JOURNAL OF CANCER, 2018, 143 (04) :869-877
[10]  
JEMAL A, 2011, CA-CANCER J CLIN, V61, P134, DOI [DOI 10.3322/caac.20115, DOI 10.3322/CAAC.20107]