The Shenzhen Key Laboratory of Gene and Antibody Therapy, State Key Laboratory of Chemical Oncogenomics, Tsinghua-Berkeley Shenzhen Institute (TBSI), Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, Guangdong Province, China.
Department of Chemistry, Tsinghua University, Beijing 100084, China.
Chin Med Sci J. 2023 Mar 31;38(1):20-28. doi: 10.24920/004148.
Objective To screen antigen targets for immunotherapy by analyzing over-expressed genes, and to identify significant pathways and molecular mechanisms in esophageal cancer by using bioinformatic methods such as enrichment analysis, protein-protein interaction (PPI) network, and survival analysis based on the Gene Expression Omnibus (GEO) database.Methods By screening with highly expressed genes, we mainly analyzed proteins MUC13 and EPCAM with transmembrane domain and antigen epitope from TMHMM and IEDB websites. Significant genes and pathways associated with the pathogenesis of esophageal cancer were identified using enrichment analysis, PPI network, and survival analysis. Several software and platforms including Prism 8, R language, Cytoscape, DAVID, STRING, and GEPIA platform were used in the search and/or figure creation.Results Genes and were over-expressed with several antigen epitopes in esophageal squamous cell carcinoma (ESCC) tissue. Enrichment analysis revealed that the process of keratinization was focused and a series of genes were related with the development of esophageal cancer. Four genes including and were screened with significant value of survival curve.Conclusions Genes and may be promising antigen targets or biomarkers for esophageal cancer. Keratinization may greatly impact the pathogenesis of esophageal cancer. Genes and may play important roles in the development of esophageal cancer.
目的 通过分析高表达基因,筛选免疫治疗的抗原靶点,并利用富集分析、蛋白质-蛋白质相互作用(PPI)网络和基于基因表达综合数据库(GEO)的生存分析等生物信息学方法,确定食管癌相关的重要通路和分子机制。
方法 通过筛选高表达基因,我们主要分析了来自 TMHMM 和 IEDB 网站的具有跨膜结构域和抗原表位的 MUC13 和 EPCAM 蛋白。通过富集分析、PPI 网络和生存分析,确定与食管癌发病机制相关的显著基因和通路。使用了包括 Prism 8、R 语言、Cytoscape、DAVID、STRING 和 GEPIA 平台在内的几种软件和平台进行搜索和/或作图。
结果 在食管鳞状细胞癌(ESCC)组织中,基因和 存在多个抗原表位的高表达。富集分析显示,角化过程是集中的,一系列基因与食管癌的发展有关。通过生存曲线的 值筛选出四个具有显著意义的基因,包括 和 。
结论 基因 和 可能是食管癌有前途的抗原靶点或生物标志物。角化可能对食管癌的发病机制有重大影响。基因 和 可能在食管癌的发展中发挥重要作用。