Gene coexpression network analysis identifies hubs in hepatitis B virus-associated hepatocellular carcinoma

被引:4
|
作者
Wang, Shen-Yung [1 ,2 ]
Huang, Yen-Hua [4 ,5 ]
Liang, Yuh-Jin [1 ,3 ,6 ]
Wu, Jaw-Ching [1 ,3 ,6 ]
机构
[1] Natl Yang Ming Chiao Tung Univ, Inst Clin Med, Taipei, Taiwan
[2] MacKay Mem Hosp, Dept Med, Div Gastroenterol & Hepatol, Taipei, Taiwan
[3] Natl Yang Ming Chiao Tung Univ, Canc Progress Res Ctr, Taipei, Taiwan
[4] Natl Yang Ming Chiao Tung Univ, Inst Biomed Informat, Taipei, Taiwan
[5] Natl Yang Ming Chiao Tung Univ, Ctr Syst & Synthet Biol, Taipei, Taiwan
[6] Taipei Vet Gen Hosp, Med Res Dept, 201,Sect 2,Shi Pai Rd, Taipei 112, Taiwan
关键词
Gene coexpression; Hepatocellular carcinoma; Hub genes; TOPOISOMERASE II-ALPHA; EARLY RECURRENCE; RESECTION; SURVIVAL;
D O I
10.1097/JCMA.0000000000000772
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Hepatocellular carcinoma (HCC) is among the leading causes of cancer-related death worldwide. The molecular pathogenesis of HCC involves multiple signaling pathways. This study utilizes systems and bioinformatic approaches to investigate the pathogenesis of HCC. Methods: Gene expression microarray data were obtained from 50 patients with chronic hepatitis B and HCC. There were 1649 differentially expressed genes inferred from tumorous and nontumorous datasets. Weighted gene coexpression network analysis (WGCNA) was performed to construct clustered coexpressed gene modules. Statistical analysis was used to study the correlation between gene coexpression networks and demographic features of patients. Functional annotation and pathway inference were explored for each coexpression network. Network analysis identified hub genes of the prognostic gene coexpression network. The hub genes were further validated with a public database. Result: Five distinct gene coexpression networks were identified by WGCNA. A distinct coexpressed gene network was significantly correlated with HCC prognosis. Pathway analysis of this network revealed extensive integration with cell cycle regulation. Ten hub genes of this gene network were inferred from protein-protein interaction network analysis and further validated in an external validation dataset. Survival analysis showed that lower expression of the 10-gene signature had better overall survival and recurrence-free survival. Conclusion: This study identified a crucial gene coexpression network associated with the prognosis of hepatitis B virus-related HCC. The identified hub genes may provide insights for HCC pathogenesis and may be potential prognostic markers or therapeutic targets.
引用
收藏
页码:972 / 980
页数:9
相关论文
共 50 条
  • [41] Secular trends and geographic variations of hepatitis B virus and hepatitis C virus-associated hepatocellular carcinoma in Taiwan
    Lu, Sheng-Nan
    Su, Wei-Wen
    Yang, Sheng-Shun
    Chang, Ting-Tsung
    Cheng, Ken-Sheng
    Wu, Jaw-Ching
    Lin, Hans Hsienhong
    Wu, Shun-Sheng
    Lee, Chuan-Mo
    Changehien, Chi-Sin
    Chen, Chien-Jen
    Sheu, Jin-Chuan
    Chen, Ding-Shinn
    Chen, Chien-Hung
    INTERNATIONAL JOURNAL OF CANCER, 2006, 119 (08) : 1946 - 1952
  • [42] Dysregulated microRNAs as a biomarker for diagnosis and prognosis of hepatitis B virus-associated hepatocellular carcinoma
    Zhang, Ming-He
    Yuan, Yu-Feng
    Liu, Li-Juan
    Wei, Yu-Xin
    Yin, Wan-Yue
    Zheng, Lan-Zhuo-Yin
    Tang, Ying-Ying
    Lv, Zhao
    Zhu, Fan
    WORLD JOURNAL OF GASTROENTEROLOGY, 2023, 29 (31) : 4706 - 4735
  • [43] Molecular pathogenesis of hepatitis C virus-associated hepatocellular carcinoma
    Jin, Dong-Yan
    FRONTIERS IN BIOSCIENCE-LANDMARK, 2007, 12 : 222 - 233
  • [44] Anti-platelet therapy in the prevention of hepatitis B virus-associated hepatocellular carcinoma
    Sitia, Giovanni
    Iannacone, Matteo
    Guidotti, Luca G.
    JOURNAL OF HEPATOLOGY, 2013, 59 (05) : 1135 - 1138
  • [45] Urine α-fetoprotein and orosomucoid 1 as biomarkers of hepatitis B virus-associated hepatocellular carcinoma
    Zhan, Zhu
    Guan, Yalan
    Mew, Kenley
    Zeng, Weigiong
    Peng, Mingli
    Hu, Peng
    Yang, Yixuan
    Lu, Yi
    Ren, Hong
    AMERICAN JOURNAL OF PHYSIOLOGY-GASTROINTESTINAL AND LIVER PHYSIOLOGY, 2020, 318 (02): : G305 - G312
  • [46] Correlation between ABO blood group and prognosis of hepatectomy for hepatitis B virus-associated hepatocellular carcinoma
    Liao, Yuan
    Liang, Tianyi
    He, Yongfei
    Mo, Shutian
    Zhao, Shuqi
    Gao, Qiang
    Han, Chuangye
    Peng, Tao
    EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY, 2023, 35 (09) : 1012 - 1022
  • [47] Telomerase reverse transcriptase promoter mutations in hepatitis B virus-associated hepatocellular carcinoma
    Yang, Xunjun
    Guo, Xiuchan
    Chen, Yao
    Chen, Guorong
    Ma, Yin
    Huang, Kate
    Zhang, Yuning
    Zhao, Qiongya
    Winkler, Cheryl A.
    An, Ping
    Lyu, Jianxin
    ONCOTARGET, 2016, 7 (19) : 27838 - 27847
  • [48] Clinical Characteristics of Hepatitis B Virus-Associated Hepatocellular Carcinoma Patients in Southwest Nigeria
    Nwude, Vivian N.
    Lesi, Olufunmilayo A.
    Onyekwere, Charles
    Charpentier, Emilie
    Hubschen, Judith M.
    PATHOGENS, 2025, 14 (02):
  • [49] Expression and significance of caveolin-1 in hepatitis B virus-associated hepatocellular carcinoma
    Cheng, Hao
    Pan, Yiming
    Yao, Yongzhong
    Zhu, Zhanghua
    Chen, Jun
    Sun, Xitai
    Qiu, Yudong
    Ding, Yitao
    EXPERIMENTAL AND THERAPEUTIC MEDICINE, 2017, 14 (05) : 4356 - 4362
  • [50] Interleukin-8 level as a prognostic marker in patients with hepatitis B virus-associated hepatocellular carcinoma treated with transarterial chemoembolization
    Kim, Soon Sun
    Cho, Hyo Jung
    Won, Je Hwan
    Bae, Jae Ik
    Kang, Dae Ryong
    Lee, Jung-Dong
    Shin, Sung Jae
    Lee, Kee Myung
    Yoo, Byung Moo
    Kim, Jai Keun
    Lee, Jei Hee
    Ahn, Seon Joo
    Park, Ju Han
    Cho, Sung Won
    Cheong, Jae Youn
    CYTOKINE, 2015, 76 (02) : 449 - 457