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Identification of differentially expressed genes between lung adenocarcinoma and lung squamous cell carcinoma by gene expression profiling

机译:通过基因表达谱鉴定肺腺癌和肺鳞癌之间差异表达的基因

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摘要

The present study aimed to identify the differentially expressed genes (DEGs) between lung adenocarcinoma and normal lung tissues, and between lung squamous cell carcinoma and normal lung tissues, with the purpose of identifying potential biomarkers for the treatment of lung cancer. The gene expression profile () was downloaded from the Gene Expression Omnibus database, which included data from 10 lung adenocarcinoma samples, 10 lung squamous cell carcinoma samples, and five matched normal lung tissue samples. After data processing, DEGs were identified using the Student's t-test adjusted via the Benjamini-Hochberg method. Subsequently, Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis of the DEGs was performed using the Database for Annotation, Visualization and Integrated Discovery, and a global network was constructed. A total of 95 upregulated and 241 downregulated DEGs were detected in lung adenocarcinoma samples, and 204 upregulated and 285 downregulated DEGs were detected in lung squamous cell carcinoma samples, as compared with the normal lung tissue samples. The DEGs in the lung squamous cell carcinoma group were enriched in the following three pathways: Hsa04110, Cell cycle; hsa03030, DNA replication; and hsa03430, mismatch repair. However, the DEGs in the lung adenocarcinoma group were not significantly enriched in any specific pathway. Subsequently, a global network of lung cancer was constructed, which consisted of 341 genes and 1,569 edges, of which the top five genes were HSP90AA1, BCL2, CDK2, KIT and HDAC2. The expression trends of the above genes were different in lung adenocarcinoma and lung squamous cell carcinoma when compared with normal tissues. Therefore, these genes were suggested to be crucial genes for differentiating lung adenocarcinoma and lung squamous cell carcinoma.
机译:本研究旨在鉴定肺腺癌和正常肺组织之间以及肺鳞状细胞癌和正常肺组织之间的差异表达基因(DEG),以鉴定治疗肺癌的潜在生物标志物。基因表达谱()从Gene Expression Omnibus数据库下载,其中包括来自10个肺腺癌样品,10个肺鳞状细胞癌样品和5个匹配的正常肺组织样品的数据。数据处理后,使用通过Benjamini-Hochberg方法调整的Student t检验确定DEG。随后,使用注释,可视化和综合发现数据库对DEGs进行了《京都基因与基因组百科全书》途径富集分析,并建立了一个全球网络。与正常肺组织样本相比,在肺腺癌样本中总共检测到95个上调的DEG和241个下调的DEG,在肺鳞状细胞癌样本中检测到204个上调的DEG和285个下调的DEG。肺鳞癌组中的DEGs通过以下三种途径富集:Hsa04110,细胞周期,细胞周期,细胞周期和细胞周期。 hsa03030,DNA复制;和hsa03430,不匹配修复。但是,肺腺癌组中的DEG并未在任何特定途径中显着富集。随后,构建了一个全球肺癌网络,该网络由341个基因和1569个边缘组成,其中前五个基因是HSP90AA1,BCL2,CDK2,KIT和HDAC2。与正常组织相比,上述基因在肺腺癌和肺鳞癌中的表达趋势有所不同。因此,这些基因被认为是区分肺腺癌和肺鳞状细胞癌的关键基因。

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