Department of Radiation Oncology, Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine-Hebei Province, No. 31, Huanghe West Road, Yunhe District, Cangzhou, 061000, Hebei, China.
Department of Neurology, Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine-Hebei Province, Cangzhou, 061000, Hebei, China.
BMC Bioinformatics. 2023 Apr 17;24(1):149. doi: 10.1186/s12859-023-05271-7.
It has been observed that high levels of enhancer of zeste homolog 2 (EZH2) expression are associated with unsatisfactory prognoses and can be found in a wide range of malignancies. However, the effects of EZH2 on Lung Adenocarcinoma (LUAD) remain elusive. Through the integration of bioinformatic analyses, the present paper sought to ascertain the effects of EZH2 in LUAD.
The TIMER and UALCAN databases were applied to analyze mRNA and protein expression data for EZH2 in LUAD. The result of immunohistochemistry was obtained from the HPA database, and the survival curve was drawn according to the library provided by the HPA database. The LinkedOmics database was utilized to investigate the co-expressed genes and signal transduction pathways with EZH2. Up- and down-regulated genes from The Linked Omics database were introduced to the CMap database to predict potential drug targets for LUAD using the CMap database. The association between EZH2 and cancer-infiltrating immunocytes was studied through TIMER and TISIDB. In addition, this paper explores the relationship between EZH2 mRNA expression and NSCLC OS using the Kaplan-Meier plotter database to further validate and complement the research. Furthermore, the correlation between EZH2 expression and EGFR genes, KRAS genes, BRAF genes, and smoking from the Cancer Genome Atlas (TCGA) database is analyzed.
In contrast to paracancer specimens, the mRNA and protein levels of EZH2 were higher in LUAD tissues. Significantly, high levels of EZH2 were associated with unsatisfactory prognoses in LUAD patients. Additionally, the coexpressed genes of EZH2 were predominantly associated with numerous cell growth-associated pathways, including the cell cycle, DNA replication, RNA transport, and the p53 signaling pathway, according to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathways. The results of TCGA database revealed that the expression of EZH2 was lower in normal tissues than in lung cancer tissues (p < 0.05). Smoking was associated with elevated EZH2 expression (p < 0.001). EZH2 was highly expressed in lung cancers with positive KRAS expression, and the correlation was significant in lung adenocarcinoma (r = 0.3129, p < 0.001). CMap was applied to determine the top 15 positively correlated drugs/molecules and the top 15 negatively correlated drugs/molecules. MK-1775, MK-5108, fenbendazole, albendazole, BAY-K8644, evodiamine, purvalanol-a, mycophenolic-acid, PHA-793887, and cyclopamine are potential drugs for patients with lung adenocarcinoma and high EZH2 expression.
Highly expressed EZH2 is a predictor of a suboptimal prognosis in LUAD and may serve as a prognostic marker and target gene for LUAD. The underlying cause may be associated with the synergistic effect of KRAS, immune cell infiltration, and metabolic processes.
已有研究表明,增强子结合抑制因子 2(EZH2)表达水平较高与预后不良有关,并且在多种恶性肿瘤中都有发现。然而,EZH2 对肺腺癌(LUAD)的影响仍不清楚。本研究通过整合生物信息学分析,旨在确定 EZH2 在 LUAD 中的作用。
利用 TIMER 和 UALCAN 数据库分析 LUAD 中 EZH2 的 mRNA 和蛋白表达数据。利用 HPA 数据库获得免疫组化结果,根据 HPA 数据库提供的文库绘制生存曲线。利用 LinkedOmics 数据库研究与 EZH2 共表达的基因和信号转导通路。将 LinkedOmics 数据库中的上调和下调基因引入 CMap 数据库,使用 CMap 数据库预测 LUAD 的潜在药物靶点。通过 TIMER 和 TISIDB 研究 EZH2 与癌症浸润免疫细胞的关系。此外,本研究还通过 Kaplan-Meier plotter 数据库探讨了 EZH2 mRNA 表达与 NSCLC OS 的关系,以进一步验证和补充研究。进一步分析了癌症基因组图谱(TCGA)数据库中 EZH2 表达与 EGFR 基因、KRAS 基因、BRAF 基因和吸烟的相关性。
与癌旁组织相比,LUAD 组织中 EZH2 的 mRNA 和蛋白水平更高。显著的是,EZH2 高水平与 LUAD 患者的不良预后相关。此外,根据基因本体论和京都基因与基因组百科全书通路,EZH2 的共表达基因主要与多个细胞生长相关通路相关,包括细胞周期、DNA 复制、RNA 转运和 p53 信号通路。TCGA 数据库的结果显示,EZH2 在正常组织中的表达低于肺癌组织(p<0.05)。吸烟与 EZH2 表达升高有关(p<0.001)。EZH2 在 KRAS 表达阳性的肺癌中高表达,在肺腺癌中相关性显著(r=0.3129,p<0.001)。应用 CMap 确定了前 15 个正相关药物/分子和前 15 个负相关药物/分子。MK-1775、MK-5108、芬苯达唑、阿苯达唑、BAY-K8644、吴茱萸碱、purvalanol-a、霉酚酸、PHA-793887 和环巴胺可能是肺腺癌细胞 EZH2 高表达患者的潜在药物。
高表达的 EZH2 是 LUAD 预后不良的预测因子,可作为 LUAD 的预后标志物和靶基因。其潜在原因可能与 KRAS、免疫细胞浸润和代谢过程的协同作用有关。