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Combined signature of nine immune-related genes: a novel risk score for predicting prognosis in hepatocellular carcinoma

机译:九种免疫相关基因的组合标记:预测肝细胞癌预后的新风险评分

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摘要

Hepatocellular carcinoma (HCC) is one of the most common internal malignancies worldwide and is associated with a poor prognosis. There is an urgent need to identify diagnostic and prognostic biomarkers of HCC pathogenesis and progression. Accordingly, in this study, we analyzed differentially expressed immune-related genes (IRGs) from 329 patients with HCC from The Cancer Genome Atlas datasets. Functional analysis revealed that the IRGs had potential effects on tumor immune processes, such as inflammatory responses and growth factor activity. In the training group, we constructed a nine-IRG formula to predict prognosis in patients with HCC. To validate the protein and mRNA levels of these IRGs, we used the Human Protein Atlas database and quantitative PCR analysis and found that most protein expression levels matched the corresponding mRNA expression levels. Furthermore, we also validated the prognostic value of the new risk model in another independent cohort (n = 277) from a Gene Expression Omnibus dataset ( ). Our data suggested that there was a significant association between our risk model and patient prognosis. Stratification analysis showed that the nine-IRG signature was significantly associated with overall survival in men. Finally, the signature was found to be correlated with various clinicopathological features. Intriguingly, the prognostic index based on the IRGs reflected infiltration by several types of immune cells. In summary, our data provided evidence that the nine-IRG signature could serve as an independent biomarker to predict prognosis in patients with HCC.
机译:肝细胞癌(HCC)是全世界最常见的内部恶性肿瘤之一,与预后不良有关。迫切需要鉴定HCC发病机理和进展的诊断和预后生物标志物。因此,在这项研究中,我们分析了来自癌症基因组图谱数据集的329例HCC患者的差异表达的免疫相关基因(IRG)。功能分析表明,IRG对肿瘤免疫过程具有潜在的影响,例如炎症反应和生长因子活性。在训练小组中,我们构建了一个9 IRG公式来预测HCC患者的预后。为了验证这些IRG的蛋白质和mRNA水平,我们使用了人类蛋白质图谱数据库和定量PCR分析,发现大多数蛋白质表达水平与相应的mRNA表达水平相匹配。此外,我们还在来自Gene Expression Omnibus数据集()的另一个独立队列(n = 277)中验证了新风险模型的预后价值。我们的数据表明,我们的风险模型与患者预后之间存在显着关联。分层分析显示,九个IRG信号与男性的整体生存率显着相关。最后,发现签名与各种临床病理特征相关。有趣的是,基于IRG的预后指标反映了几种类型的免疫细胞的浸润。总而言之,我们的数据提供了证据,表明九个IRG信号可作为预测HCC患者预后的独立生物标志物。

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