Clinical significance and immune landscape of a novel immune cell infiltration-based prognostic model in lung adenocarcinoma

被引:0
|
作者
Qiu, Lupeng [1 ,2 ]
Yang, Zizhong [3 ]
Jia, Guhe [3 ]
Liang, Yanjie [1 ]
Du, Sicheng [1 ,2 ]
Zhang, Jian [1 ]
Liu, Minglu [1 ]
Zhao, Xiao [1 ]
Jiao, Shunchang [1 ,2 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 1, Dept Med Oncol, 28 Fuxing Rd, Beijing 100853, Peoples R China
[2] Chinese Peoples Liberat Army Gen Hosp, Dept Grad Adm, Beijing, Peoples R China
[3] Nankai Univ, Sch Med, Tianjin, Peoples R China
关键词
Tumor microenvironment; Tumor -infiltrating immune cell; Lung adenocarcinoma; Risk score; Prognosis; RNA-SEQ; CANCER; MICROENVIRONMENT; OVEREXPRESSION; EPIDEMIOLOGY; EXPRESSION; DIAGNOSIS; PACKAGE;
D O I
10.1016/j.heliyon.2024.e33109
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Tumor-infiltrating immune cells (TICs) play a central role in the tumor microenvironment, which can reflect the host anti-tumor immune response. However, few studies have explored TICs in predicting the prognosis of lung adenocarcinoma (LUAD). In our study, we enrolled 2470 LUAD patients from TCGA and GEO databases, and the normalized enrichment scores for 65 immune cell types were quantified for each patient. An immune-related risk score (IRRS) was built on the basis of 17 selected TICs using LASSO regression analysis, and the results showed that high-risk patients were correlated with shorter survival time for the LUAD cohorts. Correlation analyses between IRRS and clinical characteristics were also evaluated to validate the clinical use of IRRS. In addition, we analyzed the differences in the distribution of immune cell infiltration and immunoregulatory gene expression, which may facilitate individual immunotherapy. Based on the above result, we conclude that IRRS can act as a powerful predictor for risk stratification and prognosis prediction, and may facilitate the decision-making process for LUAD patients.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Prognostic value and immune infiltration of the gasdermin family in lung adenocarcinoma
    Peng, Lu-Shan
    Duan, Sai-Li
    Li, Run-Qi
    Wang, Dan
    Han, Ying-Ying
    Huang, Tao
    Yu, Yu-Pei
    Ou, Chun-Lin
    Wang, Jun-Pu
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [22] Clinical significance and immunogenomic landscape analyses of the immune cell signature based prognostic model for patients with breast cancer
    Wang, Shiyuan
    Xiong, Yuqiang
    Zhang, Qi
    Su, Dongqing
    Yu, Chunlu
    Cao, Yiyin
    Pan, Yi
    Lu, Qianzi
    Zuo, Yongchun
    Yang, Lei
    BRIEFINGS IN BIOINFORMATICS, 2021, 22 (04)
  • [23] Identification of an Immune Classification and Prognostic Genes for Lung Adenocarcinoma Based on Immune Cell Signatures
    Deng, Lili
    Long, Fei
    Wang, Ting
    Dai, Ling
    Chen, Huajian
    Yang, Yujun
    Xie, Guoming
    FRONTIERS IN MEDICINE, 2022, 9
  • [24] Prognostic significance of SH2D5 expression in lung adenocarcinoma and its relation to immune cell infiltration
    Zhou, Hao
    Li, Shengjun
    Lin, Yuansheng
    PEERJ, 2023, 11
  • [25] Characterization of the Immune Microenvironmental Landscape of Lung Squamous Cell Carcinoma with Immune Cell Infiltration
    Chen, Chunji
    Tang, Dongfang
    Gu, Chang
    Wang, Bin
    Yao, Yuanshan
    Wang, Rui
    Zhang, Huibiao
    Gao, Wen
    DISEASE MARKERS, 2022, 2022
  • [26] Comprehensive analysis to identify a novel diagnostic marker of lung adenocarcinoma and its immune infiltration landscape
    Zhu, Ankang
    Pei, Dongchen
    Zong, Yan
    Fan, Yan
    Wei, Shuai
    Xing, Zhisong
    Song, Shuailin
    Wang, Xin
    Gao, Xingcai
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [27] The Prognostic Model and Drug Sensitivity of LKB1-Mutant Lung Adenocarcinoma Based on Immune Landscape
    Wang, Guanghui
    Zheng, Haotian
    Zhao, Xiaogang
    Wang, Yadong
    Zeng, Yukai
    Du, Jiajun
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 9
  • [28] Identification of a Novel Prognostic Gene Signature From the Immune Cell Infiltration Landscape of Osteosarcoma
    Fan, Lei
    Ru, Jingtao
    Liu, Tao
    Ma, Chao
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [29] Immune cell infiltration-based signature for prognosis and immunogenomic analysis in breast cancer
    Wang, Shiyuan
    Zhang, Qi
    Yu, Chunlu
    Cao, Yiyin
    Zuo, Yongchun
    Yang, Lei
    BRIEFINGS IN BIOINFORMATICS, 2021, 22 (02) : 2020 - 2031
  • [30] Immune cell infiltration-based prognosis in prostate cancer: a review of current knowledge
    Kingsley Apusiga
    Bulletin of the National Research Centre, 47 (1)