Comprehensive Pan-Cancer Analyses of Pyroptosis-Related Genes to Predict Survival and Immunotherapeutic Outcome

被引:10
作者
Wang, Qilin [1 ,2 ,3 ]
Liu, Qian [1 ,2 ,3 ]
Qi, Sihan [1 ,2 ,3 ]
Zhang, Junyou [1 ,2 ,3 ]
Liu, Xian [4 ]
Li, Xin [4 ]
Li, Chunyan [1 ,2 ,3 ,5 ]
机构
[1] Beihang Univ, Sch Engn Med, Beijing 100191, Peoples R China
[2] Beihang Univ, Sch Biol Sci & Med Engn, Beijing 100191, Peoples R China
[3] Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing 100191, Peoples R China
[4] Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
[5] Beihang Univ, Key Lab Big Data Based Precis Med, Minist Ind & Informat Technol, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
pyroptosis; pan-cancer; tumor microenvironment; immune therapy; CELL-DEATH; COPY NUMBER; GASDERMIN D; APOPTOSIS; MECHANISMS; INTERLEUKIN-1-BETA; INFLAMMATION; MODELS; GSDMD;
D O I
10.3390/cancers14010237
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Pyroptosis is a type of programmed cell death accompanied by inflammation. Although the dysregulation of pyroptosis has been reported to be involved in carcinogenesis, its function in cancer progression and therapy remains largely unknown and controversial because of the inconsistency across different cancer types. This study provides the most complete gene set of pyroptosis-related genes (PRGs), depicts their expression changes across 31 cancer types for the first time, and constructs a novel prognostic risk model to predict cancer patient survival. In addition, the effects of pyroptosis on immune cell infiltration and immunotherapy were dissected at the pan-cancer level. Small-molecule compounds, which may be beneficial to immunotherapy, were screened on the basis of differentially expressed PRGs. These results lay the foundation for the study of pyroptosis in cancer. Pyroptosis is a newly characterized type of programmed cell death. However, its function in cancer progression and its response to treatments remain controversial. Here, we extensively and systematically compiled genes associated with pyroptosis, integrated multiomics data and clinical data across 31 cancer types from The Cancer Genome Atlas, and delineated the global alterations in PRGs at the transcriptional level. The underlying transcriptional regulations by copy number variation, miRNAs, and enhancers were elucidated by integrating data from the Genotype-Tissue Expression and International Cancer Genome Consortium. A prognostic risk model, based on the expression of PRGs across 31 cancer types, was constructed. To investigate the role of pyroptosis in immunotherapy, we found five PRGs associated with effectiveness by exploring the RNA-Seq data of patients with immunotherapy, and further identified two small-molecule compounds that are potentially beneficial for immunotherapy. For the first time, from a pyroptosis standpoint, this study establishes a novel strategy to predict cancer patient survival and immunotherapeutic outcomes.
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页数:21
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共 72 条
[1]   DPIE [2-( 1,2-diphenyl-1H-indol-3-yl)ethanamine] Augments Pro-Inflammatory Cytokine Production in IL-1β-Stimulated Primary Human Oral Cells [J].
Ahn, Sun-Hee ;
Lee, Jin-Kyung ;
Kim, Nam Doo ;
Kim, Seok-Ho ;
Lee, Sunwoo ;
Jung, Seunggon ;
Chay, Kee-Oh ;
Lee, Tae-Hoon .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (07)
[2]   A precision oncology approach to the pharmacological targeting of mechanistic dependencies in neuroendocrine tumors [J].
Alvarez, Mariano J. ;
Subramaniam, Prem S. ;
Tang, Laura H. ;
Grunn, Adina ;
Aburi, Mahalaxmi ;
Rieckhof, Gabrielle ;
Komissarova, Elena V. ;
Hagan, Elizabeth A. ;
Bodei, Lisa ;
Clemons, Paul A. ;
Dela Cruz, Filemon S. ;
Dhall, Deepti ;
Diolaiti, Daniel ;
Fraker, Douglas A. ;
Ghavami, Afshin ;
Kaemmerer, Daniel ;
Karan, Charles ;
Kidd, Mark ;
Kim, Kyoung M. ;
Kim, Hee C. ;
Kunju, Lakshmi P. ;
Langel, Ulo ;
Li, Zhong ;
Lee, Jeeyun ;
Li, Hai ;
LiVolsi, Virginia ;
Pfragner, Roswitha ;
Rainey, Allison R. ;
Realubit, Ronald B. ;
Remotti, Helen ;
Regberg, Jakob ;
Roses, Robert ;
Rustgi, Anil ;
Sepulveda, Antonia R. ;
Serra, Stefano ;
Shi, Chanjuan ;
Yuan, Xiaopu ;
Barberis, Massimo ;
Bergamaschi, Roberto ;
Chinnaiyan, Arul M. ;
Detre, Tony ;
Ezzat, Shereen ;
Frilling, Andrea ;
Hommann, Merten ;
Jaeger, Dirk ;
Kim, Michelle K. ;
Knudsen, Beatrice S. ;
Kung, Andrew L. ;
Leahy, Emer ;
Metz, David C. .
NATURE GENETICS, 2018, 50 (07) :979-+
[3]   Nod-like Receptors: Critical Intracellular Sensors for Host Protection and Cell Death in Microbial and Parasitic Infections [J].
Babamale, Abdulkareem Olarewaju ;
Chen, Szu-Ting .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (21)
[4]   Pyroptosis: host cell death and inflammation [J].
Bergsbaken, Tessa ;
Fink, Susan L. ;
Cookson, Brad T. .
NATURE REVIEWS MICROBIOLOGY, 2009, 7 (02) :99-109
[5]   Pyroptosis, metabolism, and tumor immune microenvironment [J].
Du, Tiantian ;
Gao, Jie ;
Li, Peilong ;
Wang, Yunshan ;
Qi, Qiuchen ;
Liu, Xiaoyan ;
Li, Juan ;
Wang, Chuanxin ;
Du, Lutao .
CLINICAL AND TRANSLATIONAL MEDICINE, 2021, 11 (08)
[6]   The Nlrp3 Inflammasome Suppresses Colorectal Cancer Metastatic Growth in the Liver by Promoting Natural Killer Cell Tumoricidal Activity [J].
Dupaul-Chicoine, Jeremy ;
Arabzadeh, Azadeh ;
Dagenais, Maryse ;
Douglas, Todd ;
Champagne, Claudia ;
Morizot, Alexandre ;
Rodrigue-Gervais, Ian Gael ;
Breton, Valerie ;
Colpitts, Sara L. ;
Beauchemin, Nicole ;
Saleh, Maya .
IMMUNITY, 2015, 43 (04) :751-763
[7]   Juicer Provides a One-Click System for Analyzing Loop-Resolution Hi-C Experiments [J].
Durand, Neva C. ;
Shamim, Muhammad S. ;
Machol, Ido ;
Rao, Suhas S. P. ;
Huntley, Miriam H. ;
Lander, Eric S. ;
Aiden, Erez Lieberman .
CELL SYSTEMS, 2016, 3 (01) :95-98
[8]   Mutant BRAF and MEK Inhibitors Regulate the Tumor Immune Microenvironment via Pyroptosis [J].
Erkes, Dan A. ;
Cai, Weijia ;
Sanchez, Ileine M. ;
Purwin, Timothy J. ;
Rogers, Corey ;
Field, Conroy O. ;
Berger, Adam C. ;
Hartsough, Edward J. ;
Rodeck, Ulrich ;
Alnemri, Emad S. ;
Aplin, Andrew E. .
CANCER DISCOVERY, 2020, 10 (02) :254-269
[9]   Apoptosis, pyroptosis, and necrosis: Mechanistic description of dead and dying eukaryotic cells [J].
Fink, SL ;
Cookson, BT .
INFECTION AND IMMUNITY, 2005, 73 (04) :1907-1916
[10]  
FRIEDLANDER AM, 1986, J BIOL CHEM, V261, P7123