The Pyroptosis-Related Signature Predicts Prognosis and Indicates Immune Microenvironment Infiltration in Gastric Cancer

被引:146
|
作者
Shao, Wei [1 ,2 ]
Yang, Zongcheng [3 ]
Fu, Yue [1 ,4 ]
Zheng, Lixin [1 ]
Liu, Fen [1 ]
Chai, Li [1 ]
Jia, Jihui [1 ,2 ,5 ]
机构
[1] Shandong Univ, Sch Basic Med Sci, Key Lab Expt Teratol Chinese, Minist Educ,Dept Microbiol,Cheeloo Coll Med, Jinan, Peoples R China
[2] Shandong Univ, Sch Basic Med Sci, Cheeloo Coll Med, Key Lab Infect & Immun Shandong Prov, Jinan, Peoples R China
[3] Shandong Univ, Sch Stomatol, Cheeloo Coll Med, Jinan, Peoples R China
[4] Shandong Univ, Sch Med, Cheeloo Coll Med, Jinan, Peoples R China
[5] Shandong Univ, Karolinska Inst, Collaborat Lab Canc Res, Jinan, Peoples R China
基金
中国国家自然科学基金;
关键词
pyroptosis; gastric cancer; prognosis; tumor microenvironment; immunotherapy; lasso-cox regression; GENE AMPLIFICATION; EXPRESSION; INFLAMMASOME; HER2; ASSOCIATION; CLEAVAGE; SURVIVAL; FEATURES; THERAPY; GROWTH;
D O I
10.3389/fcell.2021.676485
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Gastric cancer (GC) is one of the leading causes of cancer-related deaths and shows high levels of heterogeneity. The development of a specific prognostic model is important if we are to improve treatment strategies. Pyroptosis can arise in response to H. pylori, a primary carcinogen, and also in response to chemotherapy drugs. However, the prognostic evaluation of GC to pyroptosis is insufficient. Consensus clustering by pyroptosis-related regulators was used to classify 618 patients with GC from four GEO cohorts. Following Cox regression with differentially expressed genes, our prognosis model (PS-score) was built by LASSO-Cox analysis. The TCGA-STAD cohort was used as the validation set. ESTIMATE, CIBERSORTx, and EPIC were used to investigate the tumor microenvironment (TME). Immunotherapy cohorts by blocking PD1/PD-L1 were used to investigate the treatment response. The subtyping of GC based on pyroptosis-related regulators was able to classify patients according to different clinical traits and TME. The difference between the two subtypes identified in this study was used to develop a prognosis model which we named "PS-score." The PS-score could predict the prognosis of patients with GC and his/her overall survival time. A low PS-score implies greater inflammatory cell infiltration and better response of immunotherapy by PD1/PD-L1 blockers. Our findings provide a foundation for future research targeting pyroptosis and its immune microenvironment to improve prognosis and responses to immunotherapy.
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收藏
页数:17
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