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A Seven-microRNA Expression Signature Predicts Survival in Hepatocellular Carcinoma

机译:七microRNA表达签名预测在肝细胞癌中的生存。

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摘要

Hepatocellular carcinoma (HCC) is the fifth common cancer. The differential expression of microRNAs (miRNAs) has been associated with the prognosis of various cancers. However, limited information is available regarding genome-wide miRNA expression profiles in HCC to generate a tumor-specific miRNA signature of prognostic values. In this study, the miRNA profiles in 327 HCC patients, including 327 tumor and 43 adjacent non-tumor tissues, from The Cancer Genome Atlas (TCGA) Liver hepatocellular carcinoma (LIHC) were analyzed. The associations of the differentially expressed miRNAs with patient survival and other clinical characteristics were examined with t-test and Cox proportional regression model. Finally, a tumor-specific miRNA signature was generated and examined with Kaplan–Meier survival, univariatemultivariate Cox regression analyses and KEGG pathway analysis. Results showed that a total of 207 miRNAs were found differentially expressed between tumor and adjacent non-tumor HCC tissues. 78 of them were also discriminatively expressed with gender, race, tumor grade and AJCC tumor stage. Seven miRNAs were significantly associated with survival (P value <0.001). Among the seven significant miRNAs, six (hsa-mir-326, hsa-mir-3677, hsa-mir-511-1, hsa-mir-511-2, hsa-mir-9-1, and hsa-mir-9-2) were negatively associated with overall survival (OS), while the remaining one (hsa-mir-30d) was positively correlated. A tumor-specific 7-miRNAs signature was generated and validated as an independent prognostic predictor. Collectively, we have identified and validated an independent prognostic model based on the expression of seven miRNAs, which can be used to assess patients’ survival. Additional work is needed to translate our model into clinical practice.
机译:肝细胞癌(HCC)是第五种常见癌症。 microRNA(miRNA)的差异表达与各种癌症的预后有关。但是,关于HCC中全基因组miRNA表达谱的信息有限,无法产生预后价值的肿瘤特异性miRNA标志。在这项研究中,分析了来自癌症基因组图谱(TCGA)肝肝细胞癌(LIHC)的327例HCC患者(包括327个肿瘤和43个相邻的非肿瘤组织)的miRNA图谱。用t检验和Cox比例回归模型检查了差异表达的miRNA与患者生存率和其他临床特征的相关性。最后,产生了肿瘤特异性的miRNA签名,并通过Kaplan–Meier存活率,单变量多变量Cox回归分析和KEGG通路分析进行了检查。结果表明,总共有207个miRNA在肿瘤和相邻的非肿瘤HCC组织之间差异表达。其中78例也按性别,种族,肿瘤等级和AJCC肿瘤分期进行区分。七个miRNA与存活率显着相关(P值<0.001)。在七个重要的miRNA中,六个(hsa-mir-326,hsa-mir-3677,hsa-mir-511-1,hsa-mir-511-2,hsa-mir-9-1和hsa-mir-9 -2)与总生存(OS)呈负相关,而其余一个(hsa-mir-30d)与正相关。产生了肿瘤特异性7-miRNAs签名,并被确认为独立的预后预测因子。我们已基于七个miRNA的表达共同确定并验证了一个独立的预后模型,该模型可用于评估患者的生存率。需要更多工作才能将我们的模型转化为临床实践。

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