Construction of an immune infiltration landscape based on immune-related genes in cervical cancer

被引:7
|
作者
Yang, Yongli [1 ]
Wang, Nana [1 ]
Shi, Xuezhong [1 ]
Wang, Yuping [1 ]
Yang, Chaojun [1 ]
Fan, Jingwen [1 ]
Jia, Xiaocan [1 ]
机构
[1] Zhengzhou Univ, Coll Publ Hlth, Dept Epidemiol & Biostat, Zhengzhou 450001, Henan, Peoples R China
关键词
Cervical cancer; Immunotherapy; Immune-related genes; Immune cell infiltration; Prognosis; SQUAMOUS-CELL CARCINOMA; BLOCKADE; IMMUNOTHERAPY; HEAD;
D O I
10.1016/j.compbiomed.2022.105638
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Clinical trials demonstrated that immunotherapy improved the prognosis of patients with cervical cancer (CC), which is strongly associated with immune infiltration landscape. We aimed to comprehensively analyze the immune infiltration landscape and provide directions for immunotherapy of CC. The study was based on the Cancer Genome Atlas (TCGA) database and utilized immune-related genes (IRGs) to identify heterogeneous immune subtypes. The ESTIMATE and CIBERSORT algorithms were performed to unravel the landscape of the tumor immune microenvironment. The IRGs score was constructed by principal component analysis. Then, we analyzed the differences in immune-related characteristics and prognosis between high and low IRGs score groups. An independent immunotherapy cohort (IMvigor210) was used to verify the reliability and stability of the IRGs score. Herein, a total of 272 TCGA-CC samples were divided into high (n = 199) and low (n = 73) IRGs score groups. The infiltration of CD8 T cells, memory resting CD4 T cells, and memory activated CD4 T cells, as well as better prognostic outcomes, mainly exhibited in the low IRGs score group and gene cluster A. GSEA analysis showed that JAK/STAT and VEGF signaling pathways were activated in the low IRGs score group. In contrast, the high IRGs score group with least lymphocyte infiltration may contribute to the poor prognosis. The prognosis of the IMvigor210 cohort was still significantly different between high and low IRGs score groups (P < 0.001). This study demonstrated that the IRGs score could be an independent prognostic biomarker and provide direction for tailoring immunotherapy strategies in the future clinical treatment.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] A novel risk score based on immune-related genes for hepatocellular carcinoma as a reliable prognostic biomarker and correlated with immune infiltration
    Long, Meiying
    Zhou, Zihan
    Wei, Xueyan
    Lin, Qiuling
    Qiu, Moqin
    Zhou, Yunxiang
    Chen, Peiqin
    Jiang, Yanji
    Wen, Qiuping
    Liu, Yingchun
    Li, Runwei
    Zhou, Xianguo
    Yu, Hongping
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [22] The construction of a prognostic model of cervical cancer based on four immune-related LncRNAs and an exploration of the correlations between the model and oxidative stress
    Lv, Xuefeng
    Jia, Yanyan
    Li, Jinpeng
    Deng, Shu
    Yuan, Enwu
    FRONTIERS IN PHARMACOLOGY, 2023, 14
  • [23] A Novel Signature Constructed by Immune-Related LncRNA Predicts the Immune Landscape of Colorectal Cancer
    Sun, Mengyu
    Zhang, Tongyue
    Wang, Yijun
    Huang, Wenjie
    Xia, Limin
    FRONTIERS IN GENETICS, 2021, 12
  • [24] Development and verification of a manganese metabolism- and immune-related genes signature for prediction of prognosis and immune landscape in gastric cancer
    Han, Xiaoxi
    Leng, Chuanyu
    Zhao, Shufen
    Wang, Shasha
    Chen, Shuming
    Wang, Shibo
    Zhang, Mengqi
    Li, Xiangxue
    Lu, Yangyang
    Wang, Bing
    Qi, Weiwei
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [25] An Immune-Related lncRNA Signature to Predict the Biochemical Recurrence and Immune Landscape in Prostate Cancer
    Zhang, Guian
    Luo, Yong
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 : 9031 - 9049
  • [26] An immune-related prognostic signature associated with immune landscape and therapeutic responses in gastric cancer
    Sun, Jian-Rong
    Kong, Chen -Fan
    Qu, Xiang-Ke
    Sun, An -Tao
    Zhao, Kun-Peng
    Sun, Jin-Hui
    AGING-US, 2023, 15 (04):
  • [27] Construction of an immune-related gene signature for prediction of prognosis in patients with cervical cancer
    Mei, Jie
    Xing, Yan
    Lv, Jinru
    Gu, Dingyi
    Pan, Jiadong
    Zhang, Yan
    Liu, Jinhui
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2020, 88
  • [28] Construction of a prognostic signature of RFC5 immune-related genes in patients with cervical cancer
    Chen, Huaqiu
    Xie, Huanyu
    Zhang, Yuanyuan
    Wang, Guangming
    CANCER BIOMARKERS, 2023, 37 (04) : 261 - 277
  • [29] Identification of three subtypes of ovarian cancer and construction of prognostic models based on immune-related genes
    Gao, Wen
    Yuan, Hui
    Yin, Sheng
    Deng, Renfang
    Ji, Zhaodong
    JOURNAL OF OVARIAN RESEARCH, 2024, 17 (01)
  • [30] Construction of a risk signature for adrenocortical carcinoma using immune-related genes
    Fu, Yang
    Sun, Shanshan
    Bi, Jianbin
    Kong, Chuize
    TRANSLATIONAL ANDROLOGY AND UROLOGY, 2020, 9 (05) : 1920 - 1930