Bioinformatics analysis of the prognostic and immunotherapeutic significance of NPRL2 in stomach adenocarcinoma
[摘要] Background: Stomach adenocarcinoma (STAD) is a major type of gastric cancer with high morbidity and mortality. NPRL2, a candidate cancer suppressor gene, has been shown to have anti-cancer effects in various types of cancers. Therefore, comprehensive analyses of NPRL2 in STAD may provide a potential prognostic marker and clinical target for the management of gastric cancer. Methods: Genomic expression and methylation were analysed based on data from the Human Protein Atlas, Gene Expression Omnibus and Oncomine database. Survival analyses were conducted with the Kaplan-Meier method, using data from The Cancer Genome Atlas database. Immune correlation analyses and prediction of response to immunotherapy were performed using the online Immune Cell Abundance Identifier. Co-expression analyses, functional clustering analyses and construction of a prognostic risk model were conducted in R, with the clinical covariates balanced by the inverse probability treatment weighting method. Results: NPRL2 was abnormally downregulated in STAD (P<0.05). Survival analysis highlighted a positive association between the expression of NPRL2 and clinical outcomes for patients (P<0.05). Based on co-expression analyses, we found that NPRL2 may be involved in epithelial-mesenchymal transition, gastric cancer stem cells, and responsiveness to chemotherapeutic agents in STAD (P<0.05). Furthermore, functional clustering analysis revealed that NPRL2 was involved in the mTOR signalling pathway, autophagy, and the amino acid starvation response (adjust P<0.05). In addition, NPRL2 was negatively associated with tumour-infiltrating immune cells while positively associated with immunotherapeutic biomarkers in STAD (P<0.05). Meanwhile, patients with high NPRL2 expression were predicted to have a better response to immunotherapy (P<0.05). Finally, a prognostic model constructed based on NPRL2-related genes could predict the prognosis of STAD patients (AUC =0.641), and the risk score was an independent prognostic factor for STAD patients (HR =4.855, 95% CI: 2.683–8.785, P<0.001). Conclusions: The present study provided a comprehensive analysis of the role and potential mechanisms of NPRL2 in STAD, suggesting that NPRL2 is a potential biomarker for the survival and prediction of immunotherapy response in STAD.
[发布日期] [发布机构]
[效力级别] [学科分类] 肿瘤学
[关键词] NPRL2;stomach adenocarcinoma (STAD);prognosis;immunotherapy;biomarker [时效性]