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Identification of Key Modules and Hub Genes Involved in Esophageal Squamous Cell Carcinoma Tumorigenesis Using WCGNA

机译:使用WCGNA识别参与食管鳞状细胞癌肿瘤发生的关键模块和轮毂基因

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Introduction: The mechanistic basis for the development of esophageal squamous cell carcinoma (ESCC) remains poorly understood. The goal of the present study was thus to characterize mRNA and long noncoding RNA (lncRNA) expression profiles associated with ESCC in order to identify key hub genes associated with the pathogenesis of this cancer. Materials and Methods: The GSE26866 and GSE45670 datasets from the Gene Expression Omnibus (GEO) database were used to conduct a weighted gene co-expression network analysis (WGCNA), after which Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted. Cytoscape was additionally used to construct lncRNA-mRNA networks, after which hub genes were identified and validated through the assessment of TCGA datasets and clinical samples. Results: Two gene modules were found to be closely linked to ESCC tumorigenesis. These genes were enriched in cell cycle, MAPK signaling, JAK-STAT signaling, pyrimidine metabolism, arachidonic acid metabolism, and P53 signaling pathway activity, all of which are directly linked with the development of cancer. In total, we identified and validated 9 hub genes associated with ESCC (DDX18, DNMT1, NCAPG, WDHD1, PRR11, VOPP1, ZKSCAN5, LC35C2, and PHACTR2). Conclusion: In summary, we identified key gene modules and hub genes associated with ESCC development, and we constructed a lncRNA-mRNA network pertaining to this cancer type. These results provide a foundation for future research regarding the mechanistic basis of ESCC.
机译:介绍:食管鳞状细胞癌(ESCC)发展的机械依据仍然很清楚。因此,本研究的目的是表征与ESCC相关的mRNA和长的非编码RNA(LNCRNA)表达谱,以鉴定与该癌症发病机制相关的关键轮毂基因。材料和方法:GSE26866和GSE45670来自基因表达综合征(Geo)数据库的数据集用于进行加权基因共表达网络分析(WGCNA),之后基因本体(GO)和基因组的京都百科全书(Kegg进行了富集分析。 Cytoscape另外用于构建LNCRNA-mRNA网络,之后通过评估TCGA数据集和临床样品来鉴定并验证轮毂基因。结果:发现两种基因模块与ESCC肿瘤内酯密切相关。这些基因富含细胞周期,MAPK信号传导,JAK-STAL信号,嘧啶代谢,花生素代谢和P53信号通路活动,所有这些都与癌症的发育直接相关。总共识别和验证了与ESCC相关的9个枢纽基因(DDX18,DNMT1,NCAPG,WDHD1,PRR11,Vopp1,ZKSCAN5,LC35C2和PHACTR2)。结论:总之,我们确定了与ESCC开发相关的关键基因模块和枢纽基因,我们构建了与这种癌症类型有关的LNCRNA-mRNA网络。这些结果为未来关于ESCC机械基础的研究提供了基础。

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