Identification of Potential Gene Network Associated with HCV-Related Hepatocellular Carcinoma Using Microarray Analysis

被引:9
作者
Cheng, Yang [1 ,2 ]
Ping, Jian [2 ]
Chen, Jianjie [1 ,2 ]
机构
[1] Hosp Infect Dis, Pudong New Area, Dept Liver Dis, 46 Nong 3018,East Huaxia Rd, Shanghai 201299, Peoples R China
[2] Shanghai Univ Tradit Chinese Med, Shuguang Hosp, Shanghai 201203, Peoples R China
关键词
Hepatitis C virus; Hepatocelluar carcinoma; Kyoto encyclopedia of gene and genomes pathway; Weighted gene co-expression network analysis; Differentially expressed gene; HEPATITIS-C; EXPRESSION;
D O I
10.1007/s12253-017-0273-8
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
In order to identify potential specific gene networks of Hepatitis C virus (HCV) related hepatocellular carcinoma (HCC), weighted gene co-expression network analysis (WGCNA) was performed, which may provide an insight into the potential mechanism of the HCC development. HCV-related HCC and normal sample data were downloaded from GEO, T test of limma package was used to screen different expression genes (DEGs); KEGG pathway was used to analyze related biochemical pathways, and WGCNA was used to construct clustering trees and screen hub genes in the HCC-specific modules. A total of 1151 DEGs were authenticated between the HCC and normal liver tissue samples, including 433 upregulated and 718 downregulated genes. Among these genes, three specific modules of HCC were constructed, including Tan, Yellow and Cyan, but only Yellow module had a significant enrichment score in substance combination module with three hub genes: SLA2547, EFNA4 and MME. Although Tan and Cyan separately had four and three hub genes, but the bio-functions of them did not have significant enrichment scores (score < 2). SLA2547, EFNA4 and MME may play important roles in the substance combination of HCV-related HCC, so studying the function of this gene network may provide us a deeper understanding of HCV-related HCC.
引用
收藏
页码:507 / 514
页数:8
相关论文
共 33 条
[1]   Ephrin A4 expression in osteosarcoma, impact on prognosis, and patient outcome [J].
Abdou, A. G. ;
Abd, El-Wahed M. M. ;
Asaad, N. Y. ;
Samaka, R. M. ;
Abdallaha, R. .
INDIAN JOURNAL OF CANCER, 2010, 47 (01) :46-52
[2]   High-throughput assessment of CpG site methylation for distinguishing between HCV-cirrhosis and HCV-associated hepatocellular carcinoma [J].
Archer, Kellie J. ;
Mas, Valeria R. ;
Maluf, Daniel G. ;
Fisher, Robert A. .
MOLECULAR GENETICS AND GENOMICS, 2010, 283 (04) :341-349
[3]   Regulation and misregulation of Eph/ephrin expression [J].
Arvanitis, Dina N. ;
Davy, Alice .
CELL ADHESION & MIGRATION, 2012, 6 (02) :131-137
[4]   Diabetes Risk Gene and Wnt Effector Tcf7l2/TCF4 Controls Hepatic Response to Perinatal and Adult Metabolic Demand [J].
Boj, Sylvia F. ;
van Es, Johan H. ;
Huch, Meritxell ;
Li, Vivian S. W. ;
Jose, Anabel ;
Hatzis, Pantelis ;
Mokry, Michal ;
Haegebarth, Andrea ;
van den Born, Maaike ;
Chambon, Pierre ;
Voshol, Peter ;
Dor, Yuval ;
Cuppen, Edwin ;
Fillat, Cristina ;
Clevers, Hans .
CELL, 2012, 151 (07) :1595-1607
[5]   Cyp1b1 affects external control of mouse hepatocytes, fatty acid homeostasis and signaling involving HNF4α and PPARα [J].
Bushkofsky, Justin R. ;
Maguire, Meghan ;
Larsen, Michele Campaigne ;
Fong, Yee Hoon ;
Jefcoate, Colin R. .
ARCHIVES OF BIOCHEMISTRY AND BIOPHYSICS, 2016, 597 :30-47
[6]   HCV-related hepatocellular carcinoma: From chronic inflammation to cancer [J].
Castello, Giuseppe ;
Scala, Stefania ;
Palmieri, Giuseppe ;
Curley, Steven A. ;
Izzo, Francesco .
CLINICAL IMMUNOLOGY, 2010, 134 (03) :237-250
[7]   Prolonged silencing of diacylglycerol acyltransferase-1 induces a dedifferentiated phenotype in human liver cells [J].
Chang, Soyoung ;
Sung, Pil Soo ;
Lee, Jungsul ;
Park, Junseong ;
Shin, Eui-Cheol ;
Choi, Chulhee .
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2016, 20 (01) :38-47
[8]   Microarray analysis after RNA amplification can detect pronounced differences in gene expression using limma [J].
Diboun, Ilhem ;
Wernisch, Lorenz ;
Orengo, Christine Anne ;
Koltzenburg, Martin .
BMC GENOMICS, 2006, 7 (1)
[9]   Claudins Overexpression in Ovarian Cancer: Potential Targets for Clostridium Perfringens Enterotoxin (CPE) Based Diagnosis and Therapy [J].
English, Diana P. ;
Santin, Alessandro D. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2013, 14 (05) :10412-10437
[10]  
Hernaez R., 2011, GASTROENTEROL HEPATO, V35, P32