Identification of Postoperative Prognostic MicroRNA Predictors in Hepatocellular Carcinoma

被引:78
作者
Huang, Ya-Hui [1 ]
Lin, Kwang-Huei [2 ]
Chen, Hua-Chien [3 ]
Chang, Ming-Ling [1 ]
Hsu, Chao-Wei [1 ]
Lai, Ming-Wei [4 ]
Chen, Tse-Ching [5 ]
Lee, Wei-Chen [6 ]
Tseng, Yi-Hsin [2 ]
Yeh, Chau-Ting [1 ,7 ]
机构
[1] Chang Gung Mem Hosp, Dept Hepatogastroenterol, Liver Res Ctr, Tao Yuan, Taiwan
[2] Chang Gung Univ, Dept Biochem, Sch Med, Tao Yuan, Taiwan
[3] Chang Gung Univ, Dept Life Sci, Tao Yuan, Taiwan
[4] Chang Gung Children Hosp, Dept Pediat Gastroenterol, Tao Yuan, Taiwan
[5] Chang Gung Mem Hosp, Dept Pathol, Dept Surg, Taipei 10591, Taiwan
[6] Chang Gung Mem Hosp, Div Gen Surg, Dept Surg, Taipei 10591, Taiwan
[7] Chang Gung Univ, Mol Med Res Ctr, Tao Yuan, Taiwan
基金
英国医学研究理事会;
关键词
NON-TUMOROUS TISSUES; EXPRESSION PROFILES; MICROARRAY ANALYSIS; CANCER; HEPATITIS; SURVIVAL; LIVER; DEREGULATION; PROGRESSION; SUPPRESSOR;
D O I
10.1371/journal.pone.0037188
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Comparison of microRNA (miRNA) expression profiles in the noncancerous liver tissues adjacent to hepatocelluar carcinomas (HCCs) was a strategy to identify postoperative prognostic predictors in this study. Expression profiles of 270 miRNAs were determined in the paraneoplastic liver tissues of 12 HCC patients with known postoperative prognosis. A panel of candidate miRNA predictors was identified. The prognostic predictive value of these candidate miRNAs was then verified in 216 postoperative HCC patients. Univariate analysis identified 8 and 3 miRNA predictors for recurrence-free (RFS) and overall (OS) survivals, respectively. Multivariate analysis revealed high expression levels of miR-155 (HR, 2.002 [1.324-3.027]; P = .001), miR-15a (HR, 0.478 [0.248-0.920]; P = .027), miR-432 (HR, 1.816 [1.203-2.740]; P = .015), miR-486-3p (HR, 0.543 [0.330-0.893]; P = .016), miR-15b (HR, 1.074 [1.002-1.152]; P = .043) and miR-30b (HR, 1.102 [1.025-1.185]; P = .009) were significantly associated with RFS. When clinicopathological predictors were included, multivariate analysis revealed that tumor number and miR-432, miR-486-3p, and miR-30b expression levels remained significant as independent predictors for RFS. Additionally, expression knockdown of miR-155 in J7 and Mahlavu hepatoma cells resulted in decreased cell growth and enhanced cell death in xenograft tumors, suggesting an oncogenic effect of miR-155. In conclusion, significant prognostic miRNA predictors were identified through examination of miRNA expression levels in paraneoplastic liver tissues. Functional analysis of a miRNA predictor, miR-155, suggested that the prognostic miRNA predictors identified under this strategy could serve as potential molecular targets for anticancer therapy.
引用
收藏
页数:10
相关论文
共 43 条
[1]   MicroRNAs as cancer players: Potential clinical and biological effects [J].
Bandres, Eva ;
Agirre, Xabier ;
Ramirez, Natalia ;
Zarate, Ruth ;
Garcia-Foncillas, Jesus .
DNA AND CELL BIOLOGY, 2007, 26 (05) :273-282
[2]   Identification of metastasis-related microRNAs in hepatocellular carcinoma [J].
Budhu, Anuradha ;
Jia, Hu-Liang ;
Forgues, Marshonna ;
Liu, Chang-Gong ;
Goldsteir, David ;
Lam, Amy ;
Zanetti, Krista A. ;
Ye, Qing-Hai ;
Qin, Lun-Yju ;
Croce, Carlo M. ;
Tang, Zhao-You ;
Wang, Xin Wei .
HEPATOLOGY, 2008, 47 (03) :897-907
[3]   A MicroRNA signature associated with prognosis and progression in chronic lymphocytic leukemia [J].
Calin, GA ;
Ferracin, M ;
Cimmino, A ;
Di Leva, G ;
Shimizu, M ;
Wojcik, SE ;
Iorio, MV ;
Visone, R ;
Sever, NI ;
Fabbri, M ;
Iuliano, R ;
Palumbo, T ;
Pichiorri, F ;
Roldo, C ;
Garzon, R ;
Sevignani, C ;
Rassenti, L ;
Alder, H ;
Volinia, S ;
Liu, CG ;
Kipps, TJ ;
Negrini, M ;
Croce, CM .
NEW ENGLAND JOURNAL OF MEDICINE, 2005, 353 (17) :1793-1801
[4]   MiR-15a and miR-16-1 cluster functions in human leukemia [J].
Calin, George A. ;
Cimmino, Amelia ;
Fabbri, Muller ;
Ferracin, Manuela ;
Wojcik, Sylwia E. ;
Shimizu, Masayoshi ;
Taccioli, Cristian ;
Zanesi, Nicola ;
Garzon, Ramiro ;
Aqeilan, Rami I. ;
Alder, Hansjuerg ;
Volinia, Stefano ;
Rassenti, Laura ;
Liu, Xiuping ;
Liu, Chang-gong ;
Kipps, Thomas J. ;
Negrini, Massimo ;
Croce, Carlo M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (13) :5166-5171
[5]   Real-time quantification of microRNAs by stem-loop RT-PCR [J].
Chen, CF ;
Ridzon, DA ;
Broomer, AJ ;
Zhou, ZH ;
Lee, DH ;
Nguyen, JT ;
Barbisin, M ;
Xu, NL ;
Mahuvakar, VR ;
Andersen, MR ;
Lao, KQ ;
Livak, KJ ;
Guegler, KJ .
NUCLEIC ACIDS RESEARCH, 2005, 33 (20) :e179.1-e179.9
[6]   MicroRNA deregulation and pathway alterations in nasopharyngeal carcinoma [J].
Chen, H-C ;
Chen, G-H ;
Chen, Y-H ;
Liao, W-L ;
Liu, C-Y ;
Chang, K-P ;
Chang, Y-S ;
Chen, S-J .
BRITISH JOURNAL OF CANCER, 2009, 100 (06) :1002-1011
[7]  
Chen HY, 2011, MED ONCOL
[8]   High expression of microRNA-15b predicts a low risk of tumor recurrence following curative resection of hepatocellular carcinoma [J].
Chung, Goh Eun ;
Yoon, Jung-Hwan ;
Myung, Sun Jung ;
Lee, Jeong-Hoon ;
Lee, Sung-Hee ;
Lee, Soo-Mi ;
Kim, Seung-Jun ;
Hwang, Seung Yong ;
Lee, Hyo-Suk ;
Kim, Chung Yong .
ONCOLOGY REPORTS, 2010, 23 (01) :113-119
[9]   miR-15 and miR-16 induce apoptosis by targeting BCL2 [J].
Cimmino, A ;
Calin, GA ;
Fabbri, M ;
Iorio, MV ;
Ferracin, M ;
Shimizu, M ;
Wojcik, SE ;
Aqeilan, RI ;
Zupo, S ;
Dono, M ;
Rassenti, L ;
Alder, H ;
Volinia, S ;
Liu, CG ;
Kipps, TJ ;
Negrini, M ;
Croce, CM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (39) :13944-13949
[10]   MiR-29a Inhibits Cell Proliferation and Induces Cell Cycle Arrest through the Downregulation of p42.3 in Human Gastric Cancer [J].
Cui, Yun ;
Su, Wen-Yu ;
Xing, Jing ;
Wang, Ying-Chao ;
Wang, Ping ;
Chen, Xiao-Yu ;
Shen, Zhi-Yong ;
Cao, Hui ;
Lu, You-Yong ;
Fang, Jing-Yuan .
PLOS ONE, 2011, 6 (10)