Institute for Viral Hepatitis, Chongqing Medical University, Chongqing, China.
Key Laboratory of Molecular Biology for Infectious Diseases, Ministry of Education, Chongqing, China.
Biomed Res Int. 2020 Oct 5;2020:7042124. doi: 10.1155/2020/7042124. eCollection 2020.
The present study is designed to determine potential target genes involved in hepatocellular carcinoma (HCC) and provide possible underlying mechanisms of action. Several studies (GSE112790, GSE87630, and GSE56140) from the GEO database looking at molecular characteristics in HCC were screened and analyzed by GEO2R, which led to the identification of a total of 93 differentially expressed genes (DEGs). From the protein-protein interaction (PPI) network, we selected 13 key genes with high degree of variability in expression in HCC. Expression of three key genes (NQO1, CYP2C9, and C6) presented with poor overall survival (OS) in HCC patients by UALCAN. C6, which is a complement component, was found by ONCOMINE and TIMER to have low expression in many solid cancers including HCC. Besides, Kaplan-Meier plotter and UALCAN database analysis to access diseases prognosis suggested that low expression of C6 is significantly related to worse OS in LIHC patients, especially in advanced HCC patients. Finally, the TIMER analysis suggested that the C6 expression showed significant negative correlation with infiltrating levels of six immune cells. The somatic copy number alterations (SCNAs) of C6 were associated with CD4+ T cell infiltration in HCC. Taken together, these results together identified C6 as a potential key gene in the diagnosis and prognosis of HCC.
本研究旨在确定参与肝细胞癌(HCC)的潜在靶基因,并提供可能的作用机制。通过 GEO2R 对 GEO 数据库中研究 HCC 分子特征的三个数据集(GSE112790、GSE87630 和 GSE56140)进行筛选和分析,共鉴定出 93 个差异表达基因(DEGs)。从蛋白质-蛋白质相互作用(PPI)网络中,我们选择了 13 个在 HCC 中表达变化较大的关键基因。UALCAN 显示,三个关键基因(NQO1、CYP2C9 和 C6)在 HCC 患者中的总生存率(OS)较差。C6 是一种补体成分,ONCOMINE 和 TIMER 发现其在包括 HCC 在内的许多实体瘤中表达水平较低。此外,Kaplan-Meier plotter 和 UALCAN 数据库分析评估疾病预后表明,C6 的低表达与 LIHC 患者的 OS 较差显著相关,尤其是在晚期 HCC 患者中。最后,TIMER 分析表明,C6 的表达与六种免疫细胞浸润水平呈显著负相关。C6 的体细胞拷贝数改变(SCNAs)与 HCC 中 CD4+T 细胞浸润有关。综上所述,这些结果共同确定 C6 为 HCC 诊断和预后的潜在关键基因。