Identification of TAF1, SAT1, and ARHGEF9 as DNA methylation biomarkers for hepatocellular carcinoma

被引:24
作者
Cai, Chudong [1 ,2 ]
Xie, Xiaojun [3 ]
Zhou, Junyi [1 ,2 ]
Fang, Xi [1 ,2 ]
Wang, Fang [4 ]
Wang, Meng [5 ]
机构
[1] Sun Yat Sen Univ, Dept Gen Surg, Shantou Cent Hosp, Shantou, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Shantou Hosp, Shantou, Peoples R China
[3] Shantou Univ, Med Coll, Affiliated Hosp 1, Dept Gen Surg, Shantou, Peoples R China
[4] Huazhong Univ Sci & Technol, Tongji Med Coll, Wuhan, Hubei, Peoples R China
[5] Xuzhou Med Univ, Affiliated Huaian Hosp, Huaian Peoples Hosp 2, Dept Rehabil, Huaian, Peoples R China
关键词
alcohol consumption; hepatitis C virus infection; hepatocellular carcinoma; methylation; MOLECULAR INTERACTION DATABASE; CANCER; GENE; 5-AZACYTIDINE; PROTECTS; MARKERS; TESTS; LIVER; POWER;
D O I
10.1002/jcp.28999
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Hepatocellular carcinoma (HCC) is a major cause of cancer-related deaths worldwide. More than 90% of primary HCC is HCC. Hepatitis C virus (HCV) infection and alcohol consumption have been widely accepted as two major risk factors for developing HCC. Herein, we aimed to identify DNA methylation genes related to both HCV infection and alcohol consumption. In this study, we identified methylation genes that were associated with the risk of HCV infection and alcohol consumption, respectively, by a large-scale bioinformatic analysis. Through PPI network analysis, we revealed the associations between the two types of genes and found six hub genes-TAF1, SAT1, Phospholipase C-beta 2, FGD1, ARHGAP4, and ARHGEF9-that may be associated with both HCV infection and alcohol consumption. Gene Ontology enrichment analysis was used to analyze the function which these genes in the network enriched. Among them, TAF1, SAT1, and ARHGEF9 were methylated genes that have been found to be related to tumor progression in HCC patients. Through independent data sets, we verified the methylation pattern of these six genes in HCC samples that had both HCV infection and alcohol consumption risks. Furthermore, we found that three of the six methylated genes were also associated with the prognosis of HCC patients. To summarize, we identified six hub genes that were associated with both HCV infection and alcohol consumption in the progress of HCC. The six methylation genes that might play an important role in both HCV infection and alcohol consumption would be potential therapy targets for HCC.
引用
收藏
页码:611 / 618
页数:8
相关论文
共 48 条
[1]   The Biomolecular Interaction Network Database and related tools 2005 update [J].
Alfarano, C ;
Andrade, CE ;
Anthony, K ;
Bahroos, N ;
Bajec, M ;
Bantoft, K ;
Betel, D ;
Bobechko, B ;
Boutilier, K ;
Burgess, E ;
Buzadzija, K ;
Cavero, R ;
D'Abreo, C ;
Donaldson, I ;
Dorairajoo, D ;
Dumontier, MJ ;
Dumontier, MR ;
Earles, V ;
Farrall, R ;
Feldman, H ;
Garderman, E ;
Gong, Y ;
Gonzaga, R ;
Grytsan, V ;
Gryz, E ;
Gu, V ;
Haldorsen, E ;
Halupa, A ;
Haw, R ;
Hrvojic, A ;
Hurrell, L ;
Isserlin, R ;
Jack, F ;
Juma, F ;
Khan, A ;
Kon, T ;
Konopinsky, S ;
Le, V ;
Lee, E ;
Ling, S ;
Magidin, M ;
Moniakis, J ;
Montojo, J ;
Moore, S ;
Muskat, B ;
Ng, I ;
Paraiso, JP ;
Parker, B ;
Pintilie, G ;
Pirone, R .
NUCLEIC ACIDS RESEARCH, 2005, 33 :D418-D424
[2]   Hepatocellular Carcinoma Incidence, Mortality, and Survival Trends in the United States From 1975 to 2005 [J].
Altekruse, Sean F. ;
McGlynn, Katherine A. ;
Reichman, Marsha E. .
JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (09) :1485-1491
[3]   Association of FGD1 polymorphisms with early-onset breast cancer [J].
Beasley, Sarah ;
Buckhaults, Phillip J. ;
Pedigo, Nancy G. ;
Farrell, Christopher L. .
ONCOLOGY LETTERS, 2016, 12 (03) :2071-2077
[4]   Phospholipase C-β2 promotes mitosis and migration of human breast cancer-derived cells [J].
Bertagnolo, Valeria ;
Benedusi, Mascia ;
Brugnoli, Federica ;
Lanuti, Paola ;
Marchisio, Marco ;
Querzoli, Patrizia ;
Capitani, Silvano .
CARCINOGENESIS, 2007, 28 (08) :1638-1645
[5]   Molecular mechanisms in hepatocellular carcinoma development [J].
Cha, C ;
DeMatteo, RR .
BEST PRACTICE & RESEARCH CLINICAL GASTROENTEROLOGY, 2005, 19 (01) :25-37
[6]   Glucose induced activation of canonical Wnt signaling pathway in hepatocellular carcinoma is regulated by DKK4 [J].
Chouhan, Surbhi ;
Singh, Snahlata ;
Athavale, Dipti ;
Ramteke, Pranay ;
Pandey, Vimal ;
Joseph, Jomon ;
Mohan, Rajashekar ;
Shetty, Praveen Kumar ;
Bhat, Manoj Kumar .
SCIENTIFIC REPORTS, 2016, 6
[7]   Reactome: a database of reactions, pathways and biological processes [J].
Croft, David ;
O'Kelly, Gavin ;
Wu, Guanming ;
Haw, Robin ;
Gillespie, Marc ;
Matthews, Lisa ;
Caudy, Michael ;
Garapati, Phani ;
Gopinath, Gopal ;
Jassal, Bijay ;
Jupe, Steven ;
Kalatskaya, Irina ;
Mahajan, Shahana ;
May, Bruce ;
Ndegwa, Nelson ;
Schmidt, Esther ;
Shamovsky, Veronica ;
Yung, Christina ;
Birney, Ewan ;
Hermjakob, Henning ;
D'Eustachio, Peter ;
Stein, Lincoln .
NUCLEIC ACIDS RESEARCH, 2011, 39 :D691-D697
[8]  
Esteller M, 2008, NEW ENGL J MED, V358, P1148, DOI [10.1056/NEJMra072067, 10.1093/carcin/bgp220]
[9]   Hepatocellular carcinoma [J].
Forner, Alejandro ;
Llovet, Josep M. ;
Bruix, Jordi .
LANCET, 2012, 379 (9822) :1245-1255
[10]   A novel FGD1 mutation in a family with Aarskog-Scott syndrome and predominant features of congenital joint contractures [J].
Griffin, Laurie Beth ;
Farley, Frances A. ;
Antonellis, Anthony ;
Keegan, Catherine E. .
COLD SPRING HARBOR MOLECULAR CASE STUDIES, 2016, 2 (04)