Budhu Anuradha, Jia Hu-Liang, Forgues Marshonna, Liu Chang-Gong, Goldstein David, Lam Amy, Zanetti Krista A, Ye Qing-Hai, Qin Lun-Xiu, Croce Carlo M, Tang Zhao-You, Wang Xin Wei
Liver Carcinogenesis Section, Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA.
Hepatology. 2008 Mar;47(3):897-907. doi: 10.1002/hep.22160.
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.
微小RNA(miRNA)已被用作癌症相关生物标志物。肝细胞癌(HCC)是一种侵袭性癌症,预后很差,主要原因是转移和术后复发。我们研究了某些miRNA的表达是否与HCC转移相关。我们检测了241例HCC患者根治性切除的482份癌组织和非癌组织的miRNA表达谱。使用监督算法和131例临床明确的队列,我们构建了一个独特的20-miRNA转移特征,通过10倍交叉验证能够显著预测(P < 0.001)伴有静脉转移的原发性HCC组织与无转移的孤立肿瘤。然而,在相应的非癌肝组织中未鉴定出显著的miRNA。生存风险预测分析显示,大多数与转移相关的miRNA与生存相关。此外,在另外110例病例中验证了20-miRNA肿瘤特征作为生存的显著独立预测因子(P = 0.009),并且在89例早期HCC病例中与生存和复发均显著相关(分别为P = 0.022和0.002)。这20种miRNA可能提供一种简单的分析方法,以协助识别可能发生转移/复发的HCC患者。此外,对这些miRNA的功能分析可能会增强我们对HCC转移的生物学理解。