Prognostic prediction of systemic immune-inflammation status for patients with colorectal cancer: a novel pyroptosis-related model

被引:6
|
作者
Hu, Jun [1 ]
Tian, Caijuan [2 ]
Zhao, Yanpeng [3 ]
Guo, Yixian [3 ]
Chen, Shuo [4 ]
机构
[1] Tianjin Med Univ Canc Inst & Hosp, Dept Colorectal Canc Surg, Natl Clin Res Ctr Canc, Key Lab Canc Prevent & Therapy Tianjin, Tianjin 300060, Peoples R China
[2] Tianjin Marvelbio Technol Co Ltd, Tianjin Marvel Med Lab, Tianjin 300381, Peoples R China
[3] Tianjin Yunquan Intelligent Technol Co Ltd, Tianjin 300381, Peoples R China
[4] Peoples Hosp Tianjin, Dept Colorectal Surg, Tianjin 300121, Peoples R China
关键词
Pyroptosis; Colorectal cancer; Tumor microenvironment; Prognosis; Therapy; CELLS;
D O I
10.1186/s12957-022-02697-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Pyroptosis and related gasdermin family proteins play an important role in the tumorigenesis of colorectal cancer (CRC). However, the prognostic roles of pyroptosis-related genes (PRGs) and their relation to infiltrates of immune cells in the pathogenesis of CRC remain unclear. Using this study, we set up a prognostic gene pattern on the basis of 13 PRGs (AIM2, CASP1, CASP5, CASP6, CASP8, CASP9, ELANE, GPX4, GSDMD, NLRP7, NOD2, PJVK, and PRKACA) for CRC patients. A comprehensive bioinformatics analysis based on these genes was then performed. With the good AUC prediction value of the ROC curves, the group with high hazard first had a poorer survival prognosis than the group with low hazard. Second, we found that PRGs were significantly related to inflammation-associated genes and immune-associated genes in CRC. Then, we identified a correlation of PRGs with immune infiltrations in CRC. For instance, the abundances of resting NK cells resting and neutrophils were higher in the low hazard group than in the high hazard group. Overall, this work indicated that PRGs contributed to generate heterogeneity of the tumor microenvironment (TME) in CRC. This prognostic PRG model may provide a starting point for the early diagnosis and medication use of CRC.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Prognostic prediction of systemic immune-inflammation status for patients with colorectal cancer: a novel pyroptosis-related model
    Jun Hu
    Caijuan Tian
    Yanpeng Zhao
    Yixian Guo
    Shuo Chen
    World Journal of Surgical Oncology, 20
  • [2] A novel identified pyroptosis-related prognostic signature of colorectal cancer
    Zheng, Chen
    Tan, Zhaobang
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (06) : 8783 - 8796
  • [3] A Novel Prognostic Prediction Model Based on Pyroptosis-Related Clusters for Breast Cancer
    Tian, Baoxing
    Yin, Kai
    Qiu, Xia
    Sun, Haidong
    Zhao, Ji
    Du, Yibao
    Gu, Yifan
    Wang, Xingyun
    Wang, Jie
    JOURNAL OF PERSONALIZED MEDICINE, 2023, 13 (01):
  • [4] Identification and validation of a pyroptosis-related prognostic model for colorectal cancer
    Ruibin Li
    Shiyao Zhang
    Gang Liu
    Functional & Integrative Genomics, 2023, 23
  • [5] Identification and validation of a pyroptosis-related prognostic model for colorectal cancer
    Li, Ruibin
    Zhang, Shiyao
    Liu, Gang
    FUNCTIONAL & INTEGRATIVE GENOMICS, 2023, 23 (01)
  • [6] Prognostic Value of the Pretreatment Systemic Immune-Inflammation Index in Patients with Colorectal Cancer
    Li, Jing
    Shao, Jingjing
    Zhang, Xunlei
    Chen, Xin
    Zhao, Wenjing
    Qian, Hongyan
    Cui, Xiaopeng
    Jiang, Xiaohui
    GASTROENTEROLOGY RESEARCH AND PRACTICE, 2020, 2020
  • [7] A novel pyroptosis-related lncRNA signature for prognostic prediction in patients with lung adenocarcinoma
    Song, Jiahang
    Sun, Yuanyuan
    Cao, Hui
    Liu, Zhengcheng
    Xi, Lei
    Dong, Changqing
    Yang, Rusong
    Shi, Ye
    BIOENGINEERED, 2021, 12 (01) : 5932 - 5949
  • [8] The prognostic value of combined tumor markers and systemic immune-inflammation index in colorectal cancer patients
    Xie, Hailun
    Yuan, Guanghui
    Huang, Shizhen
    Kuang, Jiaan
    Yan, Ling
    Ruan, Guotian
    Tang, Shuangyi
    Gan, Jialiang
    LANGENBECKS ARCHIVES OF SURGERY, 2020, 405 (08) : 1119 - 1130
  • [9] A Novel Pyroptosis-related Prognostic Model for Hepatocellular Carcinoma
    Wu, Qianqian
    Jiang, Sutian
    Cheng, Tong
    Xu, Manyu
    Lu, Bing
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [10] The prognostic value of combined tumor markers and systemic immune-inflammation index in colorectal cancer patients
    Hailun Xie
    Guanghui Yuan
    Shizhen Huang
    Jiaan Kuang
    Ling Yan
    Guotian Ruan
    Shuangyi Tang
    Jialiang Gan
    Langenbeck's Archives of Surgery, 2020, 405 : 1119 - 1130