Identification and validation of a necroptosis-related gene prognostic signature for colon adenocarcinoma

被引:2
|
作者
Zhang, Jingyao [1 ]
Liu, Ziyue [2 ]
Chen, Wenhao [1 ,5 ]
Liu, Hengchen [3 ,4 ]
机构
[1] Zhejiang Univ, Sch Med, Dept A, Childrens Hosp,Natl Clin Res Ctr Child Hlth,Pediat, Hangzhou, Peoples R China
[2] Harbin Med Univ, Dept Clin Med, Affiliated Hosp 5, Harbin, Peoples R China
[3] Zhejiang Univ, Dept Colorectal Surg & Oncol, Key Lab Canc Prevent & Intervent, Minist Educ,Zhejiang Prov Clin Res Ctr Canc,Affili, Hangzhou, Peoples R China
[4] Zhejiang Univ, Dept Colorectal Surg & Oncol, Key Lab Canc Prevent & Intervent, Minist Educ,Zhejiang Prov Clin Res Ctr Canc,Affili, 88 Jiefang Rd, Hangzhou 310009, Peoples R China
[5] Zhejiang Univ, Dept A, Childrens Hosp, Natl Clin Res Ctr Child Hlth,Pediat Canc Res Ctr,S, 3333 Binsheng Rd, Hangzhou 310052, Peoples R China
关键词
Colon adenocarcinoma (COAD); The Cancer Genome Atlas (TCGA); Gene Expression Omnibus (GEO); necroptosis; prognosis; COLORECTAL-CANCER; CELL-PROLIFERATION; METASTASIS; INHIBITION; STATISTICS; APOPTOSIS; KINASE; ALPHA; CXCL1;
D O I
10.21037/tcr-23-494
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Necroptosis is a novel programmed cell death pathway proposed in 2005, which is mainly activated by the tumor necrosis factor (TNF) family and mediates cellular disassembly via receptor interacting serine/threonine kinase 1 (RIPK1), receptor interacting serine/threonine kinase 3 (RIPK3) and mixed lineage kinase domain like pseudokinase (MLKL). We tried to analyze the relationship of necroptosis-related genes (NRGs) expression with colon adenocarcinoma (COAD) and propose potential therapeutic targets through immunological analysis.Methods: First, we evaluated the expression of NRGs in COAD patients and constructed a prognostic signature. The prognostic signature was validated using The Cancer Genome Atlas (TCGA)-COAD and GSE39582 datasets, respectively. And the Kaplan-Meier analysis, receiver operating characteristic (ROC) curves, and principal component analysis were used to evaluate the signature. Then we analyzed the enrichment of NRGs in the signature using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. Finally, we analyzed the immunological characteristics of the COAD patients by single sample gene set enrichment analysis (ssGSEA) and predicted the possible immune checkpoints.Results: We constructed a prognostic signature with 8 NRGs (RIPK3, MLKL, TRAF2, CXCL1, RBCK1, CDKN2A, JMJD7-PLA2G4B and CAMK2B). The Kaplan-Meier analysis, ROC curves, and principal component analysis demonstrated good predictivity of the signature. In addition, we constructed a nomogram with good individualized predictive ability (C-index =0.772). The immunological analysis revealed that the prognosis of COAD was associated with autoimmune function, and we proposed 10 potential therapeutic targets.Conclusions: Overall, we constructed an NRGs prognostic signature and suggested potential therapeutic targets for the COAD treatment.
引用
收藏
页码:2239 / +
页数:18
相关论文
共 50 条
  • [21] Construction of a Novel Prognostic Signature in Lung Adenocarcinoma Based on Necroptosis-Related lncRNAs
    Diao, Xiayao
    Guo, Chao
    Li, Shanqing
    FRONTIERS IN GENETICS, 2022, 13
  • [22] Development and clinical validation of a necroptosis-related gene signature for prediction of prognosis and tumor immunity in lung adenocarcinoma
    Lei, Kai
    Tan, Binghua
    Liang, Ruihao
    Lyu, Yingcheng
    Wang, Kexi
    Wang, Wenjian
    Wang, Kefeng
    Hu, Xueting
    Wu, Duoguang
    Lin, Huayue
    Wang, Minghui
    AMERICAN JOURNAL OF CANCER RESEARCH, 2022, 12 (11): : 5160 - +
  • [23] Identification of necroptosis-related signature and tumor microenvironment infiltration characteristics in lung adenocarcinoma
    Liu, Taisheng
    Guo, Liyi
    Liu, Guihong
    Dai, Zili
    Wang, Li
    Lin, Baisheng
    Hu, Xiaoshan
    Wang, Jian
    Zhang, Jian
    LUNG CANCER, 2022, 172 : 75 - 85
  • [24] Construction and validation of a prognostic signature based on necroptosis-related genes in hepatocellular carcinoma
    Peng, Yue-ling
    Wang, Ling-xiao
    Li, Mu-ye
    Liu, Li-ping
    Li, Rong-shan
    PLOS ONE, 2023, 18 (02):
  • [25] Identification and validation of a prognostic model of necroptosis-related lncRNAs in hepatocellular carcinoma
    Chen, Min
    Wu, Guang-Bo
    Hua, Shan
    Zhao, Zhi-Feng
    Li, Hong-Jie
    Luo, Meng
    FRONTIERS IN GENETICS, 2022, 13
  • [26] Development and Validation of a Prognostic Model for Esophageal Adenocarcinoma Based on Necroptosis-Related Genes
    Zhang, Suhong
    Liu, Shuang
    Lin, Zheng
    Zhang, Juwei
    Lin, Zhifeng
    Fang, Haiyin
    Hu, Zhijian
    GENES, 2022, 13 (12)
  • [27] Construction and experimental validation of a necroptosis-related lncRNA signature as a prognostic model and immune-landscape predictor for lung adenocarcinoma
    Zhang, Tongtong
    Hei, Ruoxuan
    Huang, Yue
    Shao, Jingjin
    Zhang, Min
    Feng, Kai
    Qian, Weishen
    Li, Simin
    Jin, Faguang
    Chen, Yanwei
    AMERICAN JOURNAL OF CANCER RESEARCH, 2023, 13 (09): : 4418 - +
  • [28] Development and Validation of a Necroptosis-Related Prognostic Signature for Clear Cell Renal Cell Carcinoma
    Tao, Y. M.
    Ruan, H.
    Dang, W. P.
    Xu, Xinxin
    Li, Y. S.
    INDIAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2022, 84 : 156 - 167
  • [29] Identification of a Necroptosis-Related Prognostic Signature and Associated Regulatory Axis in Liver Hepatocellular Carcinoma
    He, Aoxiao
    Huang, Zhihao
    Wang, Jiakun
    Lu, Hongcheng
    Zhang, Rongguiyi
    Wu, Linquan
    Feng, Qian
    DISEASE MARKERS, 2022, 2022
  • [30] Identification of a necroptosis-related prognostic gene signature associated with tumor immune microenvironment in cervical carcinoma and experimental verification
    Sun, Kai
    Huang, Cheng
    Li, Jing-zhang
    Luo, Zhan-xiong
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2022, 20 (01)