Clinical Significance and Prognostic Value of microRNA Expression Signatures in Hepatocellular Carcinoma

被引:92
作者
Wei, Rongrong [1 ]
Huang, Guo-Liang [4 ]
Zhang, Mei-Yin [1 ]
Li, Bin-Kui [2 ]
Zhang, Hui-Zhong [3 ]
Shi, Ming [2 ]
Chen, Xiao-Qian [1 ]
Huang, Long [1 ]
Zhou, Qing-Ming [1 ]
Jia, Wei-Hua [1 ]
Zheng, X. F. Steven [5 ]
Yuan, Yun-Fei [2 ]
Wang, Hui-Yun [1 ]
机构
[1] Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Ctr Canc, Dept Hepatobiliary Oncol, Guangzhou 510060, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Ctr Canc, Dept Pathol, Guangzhou 510060, Guangdong, Peoples R China
[4] Guangdong Med Coll, Sino Amer Canc Res Inst, Dongguan, Peoples R China
[5] UMDNJ Robert Wood Johnson Med Sch, Canc Inst New Jersey, Dept Pharmacol, Piscataway, NJ USA
基金
中国国家自然科学基金;
关键词
HEPATITIS-B; GENE-EXPRESSION; HUMAN CANCERS; C-ELEGANS; SURVIVAL; IDENTIFICATION; PROGRESSION; DISCOVERY; MUTATION; GENOME;
D O I
10.1158/1078-0432.CCR-12-2728
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: MicroRNAs (miRNAs) play important roles in the development and progression of cancer. The aim of this study is to identify miRNA expression signatures in hepatocellular carcinoma and delineate their clinical significance for hepatocellular carcinoma. Experimental Design: Patients with hepatocellular carcinoma, undergoing hepatectomy were randomly divided into training set (60 patients) and test set (50 patients). Other 56 patients were used as an independent cohort. The miRNA expression levels were detected by microarray and verified by quantitative real-time reverse transcription-PCR (qRT-PCR). Results: A 30-miRNA signature consisting of 10 downregulated and 20 upregulated miRNAs was established for distinguishing hepatocellular carcinoma from noncancerous liver tissues in the training set with 99.2% accuracy. The classification accuracies of this signature were 97% and 90% in the test set and independent cohort, respectively. The expression level of four miRNAs in the 30-miRNA signature was verified by qRT-PCR in the training set. Twenty miRNAs were then selected to construct prognostic signature in the training set. Of the 20 miRNAs, six were risk factors and 14 were protective factors. A formula based on the 20 miRNAs was built to compute prognostic index. Kaplan-Meier analysis showed that patients with a higher prognostic index had a significantly lower survival than those with a low index. This was verified in the test and independent sets. Multivariate analysis indicated that the 20-miRNA signature was an independent prognostic predictor. Conclusions: The 30- and 20-miRNA signatures identified in this study should provide new molecular approaches for diagnosis and prognosis of patients with hepatocellular carcinoma and clues for elucidating molecular mechanism of hepatocarcinogenesis. (C) 2013 AACR.
引用
收藏
页码:4780 / 4791
页数:12
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