MicroRNA Profile Predicts Recurrence after Resection in Patients with Hepatocellular Carcinoma within the Milan Criteria

被引:99
|
作者
Sato, Fumiaki [1 ]
Hatano, Etsuro [2 ]
Kitamura, Koji [2 ]
Myomoto, Akira [3 ,4 ]
Fujiwara, Takeshi [1 ]
Takizawa, Satoko [3 ]
Tsuchiya, Soken [1 ]
Tsujimoto, Gozoh [4 ]
Uemoto, Shinji [2 ]
Shimizu, Kazuharu [1 ]
机构
[1] Kyoto Univ, Grad Sch Pharmaceut Sci, Dept Nanobio Drug Discovery, Kyoto, Japan
[2] Kyoto Univ, Grad Sch Med, Dept Surg, Kyoto, Japan
[3] Toray Industries Ltd, New Frontiers Res Labs, Kanagawa, Japan
[4] Kyoto Univ, Grad Sch Pharmaceut Sci, Dept Pharmacogenom, Kyoto, Japan
来源
PLOS ONE | 2011年 / 6卷 / 01期
关键词
GENE-EXPRESSION PROFILES; LIVER-TRANSPLANTATION; SUPPRESSOR GENE; CANCER; CIRRHOSIS; OUTCOMES; CLASSIFICATION; IDENTIFICATION; GENOMICS; TUMORS;
D O I
10.1371/journal.pone.0016435
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
Objective: Hepatocellular carcinoma (HCC) is difficult to manage due to the high frequency of post-surgical recurrence. Early detection of the HCC recurrence after liver resection is important in making further therapeutic options, such as salvage liver transplantation. In this study, we utilized microRNA expression profiling to assess the risk of HCC recurrence after liver resection. Methods: We examined microRNA expression profiling in paired tumor and non-tumor liver tissues from 73 HCC patients who satisfied the Milan Criteria. We constructed prediction models of recurrence-free survival using the Cox proportional hazard model and principal component analysis. The prediction efficiency was assessed by the leave-one-out cross-validation method, and the time-averaged area under the ROC curve (ta-AUROC). Results: The univariate Cox analysis identified 13 and 56 recurrence-related microRNAs in the tumor and non-tumor tissues, such as miR-96. The number of recurrence-related microRNAs was significantly larger in the non-tumor-derived microRNAs (N-miRs) than in the tumor-derived microRNAs (T-miRs, P < 0.0001). The best ta-AUROC using the whole dataset, T-miRs, N-miRs, and clinicopathological dataset were 0.8281, 0.7530, 0.7152, and 0.6835, respectively. The recurrence-free survival curve of the low-risk group stratified by the best model was significantly better than that of the high-risk group (Log-rank: P = 0.00029). The T-miRs tend to predict early recurrence better than late recurrence, whereas N-miRs tend to predict late recurrence better (P, 0.0001). This finding supports the concept of early recurrence by the dissemination of primary tumor cells and multicentric late recurrence by the 'field effect'. Conclusion: microRNA profiling can predict HCC recurrence in Milan criteria cases.
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页数:10
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