Department of Infectious Diseases, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, China.
Department of Gastroenterology and Hepatology, Guangzhou Digestive Diseases Center, Guangzhou First People's Hospital, South China University of Technology, Guangzhou, Guangdong Province 510180,China.
Biosci Rep. 2020 Oct 30;40(10). doi: 10.1042/BSR20192593.
To identify the prognostic value of aberrantly methylated differentially expressed genes (DEGs) in hepatocellular carcinoma (HCC) and to explore the underlying mechanisms of tumorigenesis.
Gene expression profiles (GSE65372 and GSE37988) were analyzed using GEO2R to obtain aberrantly methylated DEGs. Functional enrichment analysis of screened genes was performed by the Database for Annotation, Visualization, and Integrated Discovery (DAVID). Cytoscape software was used to analyze the PPI network and to select hub genes. Transcriptional and proteinic expression data of hub genes were obtained through UALCAN and the Human Protein Reference Database. Finally, we analyzed the prognostic value of hub genes with the Kaplan-Meier Plotter and MethSurv database.
In total, 24 up-hypomethylated oncogenes and 37 down-hypermethylated tumor suppressor genes (TSGs) were identified, and 8 hub genes, including 4 up-hypomethylated oncogenes (CDC5L, MERTK, RHOA and YBX1) and 4 down-hypermethylated TSGs (BCR, DFFA, SCUBE2 and TP63), were selected by PPI. Higher expression of methylated CDC5L-cg05671347, MERTK-cg08279316, RHOA-cg05657651 and YBX1-cg16306148, and lower expression of methylated BCR-cg25410636, DFFA-cg20696875, SCUBE2-cg19000089 and TP63-cg06520450, were associated with better overall survival (OS) in HCC patients. Multivariate analysis also showed they were independent prognostic factors for OS of HCC patients.
In summary, different expression of methylated genes above mentioned were associated with better prognosis in HCC patients. Altering the methylation status of these genes may be a therapeutic target for HCC, but it should be further evaluated in clinical studies.
鉴定肝细胞癌(HCC)中异常甲基化差异表达基因(DEGs)的预后价值,并探讨肿瘤发生的潜在机制。
使用 GEO2R 分析基因表达谱(GSE65372 和 GSE37988),以获得异常甲基化的 DEGs。通过数据库 for Annotation, Visualization, and Integrated Discovery(DAVID)对筛选出的基因进行功能富集分析。使用 Cytoscape 软件分析 PPI 网络并选择关键基因。通过 UALCAN 和人类蛋白质参考数据库获得关键基因的转录和蛋白表达数据。最后,我们通过 Kaplan-Meier Plotter 和 MethSurv 数据库分析关键基因的预后价值。
共鉴定出 24 个上调低甲基化癌基因和 37 个下调高甲基化肿瘤抑制基因(TSGs),并通过 PPI 筛选出 8 个关键基因,包括 4 个上调低甲基化癌基因(CDC5L、MERTK、RHOA 和 YBX1)和 4 个下调高甲基化 TSGs(BCR、DFFA、SCUBE2 和 TP63)。甲基化 CDC5L-cg05671347、MERTK-cg08279316、RHOA-cg05657651 和 YBX1-cg16306148 的高表达,以及甲基化 BCR-cg25410636、DFFA-cg20696875、SCUBE2-cg19000089 和 TP63-cg06520450 的低表达与 HCC 患者的总生存期(OS)较好相关。多因素分析也表明,它们是 HCC 患者 OS 的独立预后因素。
综上所述,上述甲基化基因的不同表达与 HCC 患者的较好预后相关。改变这些基因的甲基化状态可能是 HCC 的治疗靶点,但应在临床研究中进一步评估。