Pan Jie, Weng Zongqi, Xue Chaorong, Lin Bingqiang, Lin Mengxin
Department of Emergency Surgery, Fujian Medical University Union Hospital, Fuzhou, China.
Department of Medical Oncology, Fujian Medical University Union Hospital, Fuzhou, China.
Front Oncol. 2021 Nov 26;11:726701. doi: 10.3389/fonc.2021.726701. eCollection 2021.
Colon cancer poses a great threat to human health. Currently, there is no effective treatment for colon cancer due to its complex causative factors. Immunotherapy has now become a new method for tumor treatment. In this study, 487 DEGs were screened from The Cancer Genome Atlas (TCGA) database and ImmPort database, and GeneOntology (GO) functional enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis was performed. Hierarchical clustering of all samples revealed a significant correlation between colon cancer and immunity. The weighted gene co-expression network analysis (WGCNA) algorithm was used to identify key gene modules associated with immunity in colon cancer, here, module grey60 showed the highest correlation. A protein-protein interaction (PPI) network was constructed using the STRING database to screen hub genes, and subsequently, 7 immune-related genes the most closely associated with colon cancer were identified by differential expression in cancer and paracancer. Finally, a risk prediction model was developed using least absolute shrinkage and selection operator (LASSO) COX analysis, and the accuracy of the model was validated by GSE14333. This study determined that IRF4 and TNFRSF17 were immune-related genes in colon cancer, providing immune-related prognostic biomarkers for colon cancer.
结肠癌对人类健康构成巨大威胁。目前,由于其复杂的致病因素,尚无有效的结肠癌治疗方法。免疫疗法现已成为肿瘤治疗的一种新方法。在本研究中,从癌症基因组图谱(TCGA)数据库和免疫数据库中筛选出487个差异表达基因(DEG),并进行了基因本体论(GO)功能富集和京都基因与基因组百科全书(KEGG)通路分析。所有样本的层次聚类显示结肠癌与免疫之间存在显著相关性。使用加权基因共表达网络分析(WGCNA)算法识别结肠癌中与免疫相关的关键基因模块,其中模块grey60显示出最高的相关性。使用STRING数据库构建蛋白质-蛋白质相互作用(PPI)网络以筛选枢纽基因,随后,通过癌症和癌旁组织中的差异表达鉴定出与结肠癌最密切相关的7个免疫相关基因。最后,使用最小绝对收缩和选择算子(LASSO)COX分析建立风险预测模型,并通过GSE14333验证模型的准确性。本研究确定IRF4和TNFRSF17是结肠癌中的免疫相关基因,为结肠癌提供了免疫相关的预后生物标志物。