Tian Dazhi, Yu Yang, Zhang Li, Sun Jisan, Jiang Wentao
Department of Liver Transplantation, Tianjin First Central Hospital, Tianjin, China.
Front Med (Lausanne). 2021 Sep 8;8:681388. doi: 10.3389/fmed.2021.681388. eCollection 2021.
This study intends to identify potential prognostic marker genes associated with the prognosis of patients suffering from hepatocellular carcinoma (HCC) based on TCGA and GEO analysis. TCGA-LIHC cohort was downloaded and the data related to HCC were extracted from The Cancer Genome Atlas (TCGA) database and subjected to differential analysis. HCC-related gene expression datasets were retrieved from the GEO database, followed by differential analysis. After intersection of the results of TCGA and GEO databases, gene interaction analysis was performed to obtain the core genes. To identify the genes related to the prognosis of HCC patients, we conducted univariate and multivariate Cox analyses. Based on differential analysis of TCGA database, 854 genes were differentially expressed in HCC, any of which might link to the occurrence and progression of HCC. Meanwhile, joint analysis of HCC-related gene expression datasets in the GEO database screened 214 genes. Five core genes CDC20, TOP2A, RRM2, UBE2C and AOX1 were significantly associated with the prognosis of HCC patients and the risk model based on these five genes effectively predicted the prognosis of HCC patients. Collectively, our data suggest that CDC20, TOP2A, RRM2, UBE2C and AOX1 may be the key genes affecting the prognosis of patients with HCC. The five-gene signature could accurately predict the prognosis of HCC patients.
本研究旨在基于TCGA和GEO分析,鉴定与肝细胞癌(HCC)患者预后相关的潜在预后标志物基因。下载了TCGA-LIHC队列,并从癌症基因组图谱(TCGA)数据库中提取了与HCC相关的数据,并进行了差异分析。从GEO数据库中检索HCC相关基因表达数据集,随后进行差异分析。在对TCGA和GEO数据库的结果进行交集分析后,进行基因相互作用分析以获得核心基因。为了鉴定与HCC患者预后相关的基因,我们进行了单变量和多变量Cox分析。基于TCGA数据库的差异分析,854个基因在HCC中差异表达,其中任何一个基因都可能与HCC的发生和进展有关。同时,对GEO数据库中HCC相关基因表达数据集的联合分析筛选出214个基因。五个核心基因CDC20、TOP2A、RRM2、UBE2C和AOX1与HCC患者的预后显著相关,基于这五个基因的风险模型有效地预测了HCC患者的预后。总体而言,我们的数据表明CDC20、TOP2A、RRM2、UBE2C和AOX1可能是影响HCC患者预后的关键基因。五基因特征可以准确预测HCC患者的预后。