Identification of metastasis-related microRNAs in hepatocellular carcinoma

被引:583
作者
Budhu, Anuradha [1 ]
Jia, Hu-Liang [1 ,2 ,3 ]
Forgues, Marshonna [1 ]
Liu, Chang-Gong [4 ,5 ]
Goldsteir, David [6 ]
Lam, Amy [7 ]
Zanetti, Krista A. [8 ,9 ]
Ye, Qing-Hai [2 ,3 ]
Qin, Lun-Yju [2 ,3 ]
Croce, Carlo M. [4 ,5 ]
Tang, Zhao-You [2 ,3 ]
Wang, Xin Wei [1 ]
机构
[1] NCI, Liver Carcinogenesis Sect, Human Carcinogenesis Lab, Ctr Canc Res, Bethesda, MD 20892 USA
[2] Fudan Univ, Liver Canc Inst, Shanghai 200433, Peoples R China
[3] Fudan Univ, Zhongshan Hosp, Shanghai 200433, Peoples R China
[4] Ohio State Univ, Dept Mol Virol Immunol & Med Genet, Columbus, OH 43210 USA
[5] Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USA
[6] NCI, Off Sci & Technol Partnerships, Ctr Canc Res, Bethesda, MD 20892 USA
[7] EMMS Corp, Rockville, MD USA
[8] NCI, Mol Genet & Carcinogenesis Sect, Human Carcinogenesis Lab, Bethesda, MD 20892 USA
[9] NCI, Canc Prevent Fellowship Program, Div Canc Prevent, Ctr Canc Res, Bethesda, MD 20892 USA
关键词
D O I
10.1002/hep.22160
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
MicroRNAs (miRNAs) have been used as cancer-related biomarkers. Hepatocellular carcinoma (HCC) is an aggressive cancer with a dismal outcome largely due to metastasis and postsurgical recurrence. We investigated whether the expression of certain miRNAs are associated with HCC metastasis. We examined the miRNA expression profiles of 482 cancerous and noncancerous specimens from radical resection of 241 patients with HCC. Using a supervised algorithm and a clinically well-defined cohort of 131 cases, we built a unique 20-miRNA metastasis signature that could significantly predict (P < 0.001) primary HCC tissues with venous metastases from metastasis-free solitary tumors with 10-fold cross-validation. However, significant miRNAs could not be identified from the corresponding noncancerous hepatic tissues. A survival risk prediction analysis revealed that a majority of the metastasis-related miRNAs were associated with survival. Furthermore, the 20-miRNA tumor signature was validated in 110 additional cases as a significant independent predictor of survival (P = 0.009) and was significantly associated with both survival and relapse in 89 cases of early stage HCC (P = 0.022 and 0.002, respectively). These 20 miRNAs may provide a simple profiling method to assist in identifying patients with HCC who are likely to develop metastases/recurrence. In addition, functional analysis of these miRNAs may enhance our biological understanding of HCC metastasis.
引用
收藏
页码:897 / 907
页数:11
相关论文
共 53 条
[41]   An osteopontin fragment is essential for tumor cell invasion in hepatocellular carcinoma [J].
Takafuji, V. ;
Forgues, M. ;
Unsworth, E. ;
Goldsmith, P. ;
Wang, X. W. .
ONCOGENE, 2007, 26 (44) :6361-6371
[42]   Reduced expression of the let-7 microRNAs in human lung cancers in association with shortened postoperative survival [J].
Takamizawa, J ;
Konishi, H ;
Yanagisawa, K ;
Tomida, S ;
Osada, H ;
Endoh, H ;
Harano, T ;
Yatabe, Y ;
Nagino, M ;
Nimura, Y ;
Mitsudomi, T ;
Takahashi, T .
CANCER RESEARCH, 2004, 64 (11) :3753-3756
[43]  
Tang ZY, 2001, WORLD J GASTROENTERO, V7, P445
[44]   Molecular pathogenesis of human hepatocellular carcinoma [J].
Thorgeirsson, SS ;
Grisham, JW .
NATURE GENETICS, 2002, 31 (04) :339-346
[45]   Diagnosis of multiple cancer types by shrunken centroids of gene expression [J].
Tibshirani, R ;
Hastie, T ;
Narasimhan, B ;
Chu, G .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (10) :6567-6572
[46]  
*UICC, TNM CLASS MUL TUM
[47]   A microRNA expression signature of human solid tumors defines cancer gene targets [J].
Volinia, S ;
Calin, GA ;
Liu, CG ;
Ambs, S ;
Cimmino, A ;
Petrocca, F ;
Visone, R ;
Iorio, M ;
Roldo, C ;
Ferracin, M ;
Prueitt, RL ;
Yanaihara, N ;
Lanza, G ;
Scarpa, A ;
Vecchione, A ;
Negrini, M ;
Harris, CC ;
Croce, CM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (07) :2257-2261
[48]   Critical evaluation of the different staging systems for hepatocellular carcinoma [J].
Wildi, S ;
Pestalozzi, BC ;
McCormack, L ;
Clavien, PA .
BRITISH JOURNAL OF SURGERY, 2004, 91 (04) :400-408
[49]   Unique microRNA molecular profiles in lung cancer diagnosis and prognosis [J].
Yanaihara, N ;
Caplen, N ;
Bowman, E ;
Seike, M ;
Kumamoto, K ;
Yi, M ;
Stephens, RM ;
Okamoto, A ;
Yokota, J ;
Tanaka, T ;
Colin, GA ;
Liu, CG ;
Croce, CM ;
Harris, CC .
CANCER CELL, 2006, 9 (03) :189-198
[50]   Predicting hepatitis B virus-positive metastatic hepatocellular carcinomas using gene expression profiling and supervised machine learning [J].
Ye, QH ;
Qin, LX ;
Forgues, M ;
He, P ;
Kim, JW ;
Peng, AC ;
Simon, R ;
Li, Y ;
Robles, AI ;
Chen, YD ;
Ma, ZC ;
Wu, ZQ ;
Ye, SL ;
Liu, YK ;
Tang, ZY ;
Wang, XW .
NATURE MEDICINE, 2003, 9 (04) :416-423