Department of Oncology, Xiamen Haicang Hospital, Xiamen 361026, Fujian, China.
Chenggong Hospital Affiliated to Xiamen University, Xiamen 361003, Fujian, China.
Aging (Albany NY). 2023 Aug 17;15(16):8113-8136. doi: 10.18632/aging.204958.
Pyroptosis is a form of programmed cell death that is essential for immunity. Herein, this study was conducted to uncover the implication of pyroptosis in immunomodulation and tumor microenvironment (TME) in gastric cancer.
Prognostic pyroptosis-related genes were extracted to identify different pyroptosis phenotypes and pyroptosis genomic phenotypes via unsupervised clustering analysis in the gastric cancer meta-cohort cohort (GSE15459, GSE62254, GSE84437, GSE26253 and TCGA-STAD). The activation of hallmark gene sets was quantified by GSVA and immune cell infiltration was estimated via ssGSEA and CIBERSORT. Through PCA algorithm, pyroptosis score was conducted. The predictors of immune response (TMB and IPS) and genetic mutations were evaluated. The efficacy of pyroptosis score in predicting immune response was verified in two anti-PD-1 therapy cohorts.
Three different pyroptosis phenotypes with different prognosis, biological pathways and tumor immune microenvironment were established among 1275 gastric cancer patients, corresponding to three immune phenotypes: immune-inflamed, immune-desert, and immune-excluded. According to the pyroptosis score, patients were separated into high and low pyroptosis score groups. Low pyroptosis score indicated favorable survival outcomes, enhanced immune responses, and increased mutation frequency. Moreover, low pyroptosis score patients displayed more clinical benefits from anti-PD-1 and prolonged survival time.
Our findings uncovered a nonnegligible role of pyroptosis in immunomodulation and TME multiformity and complicacy in gastric cancer. Quantifying the pyroptosis score in individual tumors may tailor more effective immunotherapeutic strategies.
细胞焦亡是一种重要的免疫相关程序性细胞死亡形式。本研究旨在揭示细胞焦亡在胃癌免疫调节和肿瘤微环境(TME)中的作用。
通过对胃癌meta 队列(GSE15459、GSE62254、GSE84437、GSE26253 和 TCGA-STAD)进行无监督聚类分析,提取预后相关的细胞焦亡基因,以识别不同的细胞焦亡表型和细胞焦亡基因组表型。通过 GSVA 量化标志性基因集的激活,通过 ssGSEA 和 CIBERSORT 估计免疫细胞浸润。通过 PCA 算法进行细胞焦亡评分。评估免疫反应(TMB 和 IPS)和基因突变的预测因子。在两个抗 PD-1 治疗队列中验证细胞焦亡评分预测免疫反应的效果。
在 1275 例胃癌患者中建立了三种不同预后、生物学途径和肿瘤免疫微环境的细胞焦亡表型,对应三种免疫表型:免疫激活型、免疫荒漠型和免疫排斥型。根据细胞焦亡评分,患者分为高低细胞焦亡评分组。低细胞焦亡评分提示生存结局良好,免疫反应增强,突变频率增加。此外,低细胞焦亡评分患者对抗 PD-1 治疗更有临床获益,生存时间更长。
本研究揭示了细胞焦亡在胃癌免疫调节和 TME 多样性和复杂性中的重要作用。定量个体肿瘤中的细胞焦亡评分可能为更有效的免疫治疗策略提供指导。