Department of Pneumology, The First People's Hospital of Fuyang, Fuyang, China.
Biomed Res Int. 2020 Sep 25;2020:1807089. doi: 10.1155/2020/1807089. eCollection 2020.
Lung cancer is one of the leading triggers for cancer death worldwide. In this study, the relationship of the aberrantly methylated and differentially expressed genes in lung adenocarcinoma (LUAD) with cancer prognosis was investigated, and 5 feature genes were identified eventually. Specifically, we firstly downloaded the LUAD-related mRNA expression profile (including 57 normal tissue samples and 464 LUAD tissue samples) and Methy450 expression data (including 32 normal tissue samples and 373 LUAD tissue samples) from the TCGA database. The package "limma" was used to screen differentially expressed genes and aberrantly methylated genes, which were intersected for identifying the hypermethylated downregulated genes (DGs Hyper) and the hypomethylated upregulated genes (UGs Hypo). GO annotation and KEGG pathway enrichment analysis were further performed, and it was found that these DGs Hyper and UGs Hypo were predominantly activated in the biological processes and signaling pathways such as the regulation of vasculature development, DNA-binding transcription activator activity, and Ras signaling pathway, indicating that these genes play a vital role in the initiation and progression of LUAD. Additionally, univariate and multivariate Cox regression analyses were conducted to find the genes significantly associated with LUAD prognosis. Five genes including SLC2A1, TNS4, GAPDH, ATP8A2, and CASZ1 were identified, with the former three highly expressed and the latter two poorly expressed in LUAD, indicating poor prognosis of LUAD patients as judged by survival analysis.
肺癌是全球癌症死亡的主要诱因之一。本研究旨在探讨肺腺癌(LUAD)中异常甲基化和差异表达基因与癌症预后的关系,并最终确定了 5 个特征基因。具体来说,我们首先从 TCGA 数据库中下载了 LUAD 相关的 mRNA 表达谱(包括 57 个正常组织样本和 464 个 LUAD 组织样本)和 Methy450 表达数据(包括 32 个正常组织样本和 373 个 LUAD 组织样本)。使用“limma”软件包筛选差异表达基因和异常甲基化基因,然后对它们进行交集分析,以识别高甲基化下调基因(DG Hyper)和低甲基化上调基因(UGs Hypo)。进一步进行 GO 注释和 KEGG 通路富集分析,发现这些 DG Hyper 和 UGs Hypo 主要在血管发育调节、DNA 结合转录激活因子活性和 Ras 信号通路等生物学过程和信号通路中被激活,表明这些基因在 LUAD 的发生和发展中起着至关重要的作用。此外,进行了单变量和多变量 Cox 回归分析,以找到与 LUAD 预后显著相关的基因。确定了包括 SLC2A1、TNS4、GAPDH、ATP8A2 和 CASZ1 在内的 5 个基因,其中前三个基因在 LUAD 中高表达,后两个基因低表达,表明 LUAD 患者的生存分析预后不良。