Construction and Validation of a Necroptosis-Related Gene Signature for Predicting Prognosis and Tumor Microenvironment of Pancreatic Cancer

被引:7
作者
Ding, Cheng [1 ]
Yu, ZhangPing [2 ]
Zhu, JiQiao [1 ]
Li, XianLiang [1 ]
Dai, MengHua [2 ]
机构
[1] Capital Med Univ, Beijing Chao Yang Hosp, Dept Hepatobiliary Surg, Beijing, Peoples R China
[2] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Gen Surg, Beijing, Peoples R China
关键词
EXPRESSION; CELLS;
D O I
10.1155/2022/9737587
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Pancreatic cancer (PC) is notorious for its parallel morbidity and mortality rates. Recently, necroptosis, a form of programmed cell necrosis, has gained popularity for its role in tumorigenesis and metastasis. In this study, we explored the expression of necroptosis-related genes in PC and normal pancreatic tissues and identified 52 differentially expressed genes (DEGs). The Cox regression analysis was applied to construct the prognostic risk model, which divided patients into high- and low-risk groups. PC patients in the low-risk group showed a significantly better overall survival (OS) than those in the high-risk group. We further validated the prognostic role in ICGC cohort. Further, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), Gene Set Enrichment Analysis (GSEA), and tumor microenvironment (TME) analysis were used to explore the underlying mechanisms. Notably, based on the gene signature, we revealed that the risk score was strongly related to the sensitivity of chemotherapy. In conclusion, necroptosis-related genes serve as an important immune mediator, and the risk model could be used to predict the survival and to guide the development of precision drugs for patients with PC.
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页数:15
相关论文
共 33 条
[1]   Surgical Outcome Results From SWOG S1505 A Randomized Clinical Trial of mFOLFIRINOX Versus Gemcitabine/Nab-paclitaxel for Perioperative Treatment of Resectable Pancreatic Ductal Adenocarcinoma [J].
Ahmad, Syed A. ;
Duong, Mai ;
Sohal, Davendra P. S. ;
Gandhi, Namita S. ;
Beg, Muhammad Shaalan ;
Wang-Gillam, Andrea ;
Wade, James L., III ;
Chiorean, Elena Gabriela ;
Guthrie, Katherine A. ;
Lowy, Andrew M. ;
Philip, Philip A. ;
Hochster, Howard S. .
ANNALS OF SURGERY, 2020, 272 (03) :481-486
[2]   Key necroptotic proteins are required for Smac mimetic-mediated sensitization of cholangiocarcinoma cells to TNF-α and chemotherapeutic gemcitabine-induced necroptosis [J].
Akara-amornthum, Perawatt ;
Lomphithak, Thanpisit ;
Choksi, Swati ;
Tohtong, Rutaiwan ;
Jitkaew, Siriporn .
PLOS ONE, 2020, 15 (01)
[3]   Tumour microenvironment (TME) characterization identified prognosis and immunotherapy response in muscle-invasive bladder cancer (MIBC) [J].
Cao, Rui ;
Yuan, Lushun ;
Ma, Bo ;
Wang, Gang ;
Tian, Ye .
CANCER IMMUNOLOGY IMMUNOTHERAPY, 2021, 70 (01) :1-18
[4]  
Chen BB, 2018, METHODS MOL BIOL, V1711, P243, DOI 10.1007/978-1-4939-7493-1_12
[5]   Comprehensive Analysis of Autophagy-Associated lncRNAs Reveal Potential Prognostic Prediction in Pancreatic Cancer [J].
Chen, Guangyu ;
Yang, Gang ;
Long, Junyu ;
Yang, Jinshou ;
Qin, Cheng ;
Luo, Wenhao ;
Qiu, Jiangdong ;
Zhao, Fangyu ;
You, Lei ;
Zhang, Taiping ;
Zhao, Yupei .
FRONTIERS IN ONCOLOGY, 2021, 11
[6]   UCH-L1-mediated Down-regulation of Estrogen Receptor α Contributes to Insensitivity to Endocrine Therapy for Breast Cancer [J].
Chen, Xi-Sha ;
Wang, Kuan-Song ;
Guo, Wei ;
Li, Lan-Ya ;
Yu, Pian ;
Sun, Xin-Yuan ;
Wang, Hai-Yan ;
Guan, Yi-Di ;
Tao, Yong-Guang ;
Ding, Bo-Ni ;
Yin, Ming-Zhu ;
Ren, Xing-Cong ;
Zhang, Yi ;
Chen, Ce-Shi ;
Ye, Yuan-Chao ;
Yang, Jin-Ming ;
Cheng, Yan .
THERANOSTICS, 2020, 10 (04) :1833-1848
[7]   Tumor-recruited M2 macrophages promote gastric and breast cancer metastasis via M2 macrophage-secreted CHI3L1 protein [J].
Chen, Yulei ;
Zhang, Siyuan ;
Wang, Qizhi ;
Zhang, Xiaobo .
JOURNAL OF HEMATOLOGY & ONCOLOGY, 2017, 10 :1-13
[8]   Necroptosis as an alternative form of programmed cell death [J].
Christofferson, Dana E. ;
Yuan, Junying .
CURRENT OPINION IN CELL BIOLOGY, 2010, 22 (02) :263-268
[9]   The Role of Necroptosis: Biological Relevance and Its Involvement in Cancer [J].
Della Torre, Laura ;
Nebbioso, Angela ;
Stunnenberg, Hendrik G. ;
Martens, Joost H. A. ;
Carafa, Vincenzo ;
Altucci, Lucia .
CANCERS, 2021, 13 (04) :1-21
[10]   Dasatinib promotes paclitaxel-induced necroptosis in lung adenocarcinoma with phosphorylated caspase-8 by c-Src [J].
Diao, Yan ;
Ma, Xiaobin ;
Min, WeiLi ;
Lin, Shuai ;
Kang, HuaFeng ;
Dai, ZhiJun ;
Wang, Xijing ;
Zhao, Yang .
CANCER LETTERS, 2016, 379 (01) :12-23