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基于TCGA数据库分析FOXO1在肝癌中的表达及预后意义

Expression of FOXO1 in Liver Cancer and Its Prognostic Significance: An Analysis Based on TCGA

  • 摘要:
    目的 基于TCGA及HPA数据库探讨FOXO1在肝癌中的表达及预后相关性。
    方法 下载TCGA数据库中肝癌RNA-seq数据,R软件分析FOXO1基因在肝癌和癌旁组织中的表达差异。临床相关性分析揭示其与肝癌临床病理特征的相关性。生存分析评价其表达水平与患者预后的关系;单、多因素Cox分析寻找预后因子。CIBERSORT评估其表达水平与肿瘤微环境中TIICs相关性。KEGG信号通路富集分析FOXO1在肝癌中的潜在功能。
    结果 与癌旁组织比较,FOXO1在肝癌组织中低表达(P=1.321E-15)。生存分析表明FOXO1高表达组肝癌患者总体生存率高于低表达组(P < 0.05);临床分期、T分期和M分期为预后因子,但FOXO1尚不能视为独立预后因子。在肝癌TME中,FOXO1表达水平与静息CD4记忆性T细胞和幼稚B细胞成正相关关系,而与活化的CD4记忆性T细胞和巨噬细胞M2成负相关关系。FOXO1参与多条肿瘤相关信号通路。
    结论 FOXO1基因在肝癌中低表达,且其表达水平与肝癌患者总体预后有关。FOXO1可作为肝癌预后相关的生物标志物,有望成为肝癌诊断和治疗的靶点。

     

    Abstract:
    Objective To investigate the expression and prognostic value of FOXO1 gene in liver cancer tissues based on TCGA and HPA databases.
    Methods The RNA-seq data of FOXO1 gene in liver cancer were downloaded from TCGA. The difference of FOXO1 gene expression between tumor and adjacent tissues was obtained via R software. The correlation between FOXO1 and clinicopathological features of liver cancer patients was analyzed. Survival analysis was carried out to evaluate the prognostic significance of FOXO1 gene expression in liver cancer patients. Univariate and multivariate Cox analyses were performed to explore prognostic factors. The correlation between FOXO1 expression and TIICs in tumor microenvironment was performed by CIBERSORT. KEGG pathways enrichment analysis was performed for the potential function of FOXO1 gene in liver cancer.
    Results FOXO1 was downregulated in liver cancer tissues compared with normal tissues (P=1.321E-15). Survival analysis showed that high expression of FOXO1 was positively associated with favorable OS of liver cancer patients (P < 0.05). Clinical stage, T and M stages could be prognostic indicators while FOXO1 wasn't an independent prognostic factor in patients with liver cancer. In TME of liver cancer, the expression of FOXO1 was positively correlated with resting memory CD4 T cells and naive B cells while negatively related to activated memory CD4 T cells and macrophages M2. GSEA identified that FOXO1 participated in multiple cancer-related pathways.
    Conclusion FOXO1 is down-regulated in liver cancer tissues, and its expression level is associated with OS of patients. FOXO1 might be a biomarker related to the prognosis of liver cancer patients and is expected to be a target for diagnosis and treatment of liver cancer.

     

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