Genomic and Immunological Characterization of Pyroptosis in Lung Adenocarcinoma

被引:2
|
作者
Song, Yaobo [1 ]
Qu, Zhen [2 ]
Feng, Hu [3 ]
Xu, Long [4 ]
Xiao, Yajie [5 ]
Zhao, Zhikun [5 ]
Wu, Dongfang [5 ]
Sun, Chao [5 ]
Fan, Xinglong [6 ]
Zhou, Dongmei [1 ]
机构
[1] Yantaishan Hosp, Dept Med Oncol Ward, Yantai 264001, Peoples R China
[2] 970 Hosp, Dept Oncol, Yantai 264001, Peoples R China
[3] Weihai Municipal Hosp, Dept Oncol, Weihai 264200, Shandong, Peoples R China
[4] Gen Hosp Northern Theater Command, Dept Oncol, Shenyang 210100, Peoples R China
[5] YuceBio Technol Co Ltd, Dept Clin Translat Med, Shenzhen 518000, Peoples R China
[6] Shandong Univ, Qilu Hosp Qingdao, Cheeloo Coll Med, Dept Thorac Surg, Qingdao 266035, Peoples R China
关键词
EXPRESSION;
D O I
10.1155/2022/6905588
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Pyroptosis is a programmed cell death that may either promote or hinder cancer growth under different circumstances. Pyroptosis-related genes (PRGs) could be a useful target for cancer therapy, and are uncommon in lung adenocarcinoma (LUAD). The expression profiles, mutation data and clinical information of LUAD patients were included in this study. A pyroptosis-related prognostic risk score (PPRS) model was constructed by performing Cox regression, weighted gene co-expression network analysis (WGCNA), and least absolute shrinkage and selection operator (LASSO) analysis to score LUAD patients. Somatic mutation and copy number variation (CNV), tumor immunity, and sensitivity to immunotherapy/chemotherapy were compared between different PPRS groups. Clinical parameters of LUAD were combined with PPRS to construct a decision tree and nomogram. Red module was highly positively correlated with pyroptosis. Seven genes (FCRLB, COTL1, GNG10, CASP4, DOK1, CCR2, and AQP8) were screened from the red module to construct a PPRS model. Significantly lower overall survival (OS), higher incidence of somatic mutation and CNV, elevated infiltration level of the immune cell together with increased probability of immune escape were observed in LUAD patients with higher PPRS, and were more sensitive to Cisplatin, Docetaxel, and Vinorelbine. We constructed a new PPRS model for patients with LUAD. The model might have clinical significance in the prediction of the prognosis of patients with LUAD and in the efficacy of chemotherapy and immunotherapy.
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页数:20
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