Hepatocellular carcinoma associated microRNA expression signature: integrated bioinformatics analysis, experimental validation and clinical significance

被引:92
作者
Shi, Ke-Qing [1 ]
Lin, Zhuo [1 ]
Chen, Xiang-Jian [2 ]
Song, Mei [1 ]
Wang, Yu-Qun [1 ]
Cai, Yi-Jing [1 ]
Yang, Nai-Bing [1 ]
Zheng, Ming-Hua [1 ]
Dong, Jin-Zhong [1 ]
Zhang, Lei [1 ]
Chen, Yong-Ping [1 ]
机构
[1] Wenzhou Med Univ, Affiliated Hosp 1, Liver Res Ctr, Dept Infect & Liver Dis, Wenzhou 325000, Zhejiang, Peoples R China
[2] Wenzhou Med Univ, Affiliated Hosp 1, Dept Gen Surg, Wenzhou 325000, Zhejiang, Peoples R China
关键词
hepatocellular carcinoma; microRNA; biomarker; signature; robust rank aggregation; ROBUST RANK AGGREGATION; NON-TUMOROUS TISSUES; UP-REGULATION; MICROARRAY ANALYSIS; COLORECTAL-CANCER; DOWN-REGULATION; IN-VITRO; HEPATITIS; IDENTIFICATION; METAANALYSIS;
D O I
10.18632/oncotarget.4437
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
microRNA (miRNA) expression profiles varied greatly among current studies due to different technological platforms and small sample size. Systematic and integrative analysis of published datesets that compared the miRNA expression profiles between hepatocellular carcinoma (HCC) tissue and paired adjacent noncancerous liver tissue was performed to determine candidate HCC associated miRNAs. Moreover, we further validated the confirmed miRNAs in a clinical setting using qRT-PCR and Tumor Cancer Genome Atlas (TCGA) dataset. A miRNA integrated-signature of 5 upregulated and 8 downregulated miRNAs was identified from 26 published datesets in HCC using robust rank aggregation method. qRT-PCR demonstrated that miR-93-5p, miR-224-5p, miR-221-3p and miR-21-5p was increased, whereas the expression of miR-214-3p, miR-199a-3p, miR-195-5p, miR-150-5p and miR-145-5p was decreased in the HCC tissues, which was also validated on TCGA dataset. A miRNA based score using LASSO regression model provided a high accuracy for identifying HCC tissue (AUC = 0.982): HCC risk score = 0.180E_miR-221 + 0.0262E_miR-21 -0.007E_miR-223 - 0.185E_miR-130a. E_miR-n = Log 2 (expression of microRNA n). Furthermore, expression of 5 miRNAs (miR-222, miR-221, miR-21 miR-214 and miR-130a) correlated with pathological tumor grade. Cox regression analysis showed that miR-21 was related with 3-year survival (hazard ratio [HR]: 1.509, 95% CI: 1.079-2.112, P = 0.016) and 5-year survival (HR: 1.416, 95% CI: 1.057-1.897, P = 0.020). However, none of the deregulated miRNAs was related with microscopic vascular invasion. This study provides a basis for further clinical application of miRNAs in HCC.
引用
收藏
页码:25093 / 25108
页数:16
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