Analysis of immune-related signatures of lung adenocarcinoma identified two distinct subtypes: implications for immune checkpoint blockade therapy

被引:123
|
作者
Wang, Qinghua [1 ]
Li, Meiling [1 ]
Yang, Meng [2 ]
Yang, Yichen [2 ]
Song, Fengju [1 ]
Zhang, Wei [3 ]
Li, Xiangchun [2 ]
Chen, Kexin [1 ]
机构
[1] Tianjin Med Univ Canc Inst & Hosp, Natl Clin Res Ctr Canc, Dept Epidemiol & Biostat, Key Lab Mol Canc Epidemiol Tianjin, Tianjin 300060, Peoples R China
[2] Tianjin Med Univ Canc Inst & Hosp, Natl Clin Res Ctr Canc, Tianjin Canc Inst, Key Lab Canc Prevent & Therapy Tianjin, Tianjin 300060, Peoples R China
[3] Wake Forest Baptist Med Ctr, Wake Forest Baptist Comprehens Canc Ctr, Winston Salem, NC 27157 USA
来源
AGING-US | 2020年 / 12卷 / 04期
基金
中国国家自然科学基金;
关键词
lung adenocarcinoma; immune subtyping; immunotherapy; prognosis; MUTATIONAL LANDSCAPE; PD-1; BLOCKADE; CANCER; PEMBROLIZUMAB; BIOMARKERS; DISCOVERY; NIVOLUMAB; MULTICENTER; EXPRESSION; BURDEN;
D O I
10.18632/aging.102814
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Immune checkpoint blockade (ICB) therapies have revolutionized the treatment of human cancers including lung adenocarcinoma (LUAD). However, our understanding of the immune subtyping of LUAD and its association with clinical response of immune checkpoint inhibitor remains incomplete. Here we performed molecular subtyping and association analysis of LUAD from the Cancer Genome Atlas (TCGA) and validated findings from TCGA cohort in 9 independent validation cohorts. We conducted consensus molecular subtyping with nonnegative matrix factorization (NMF). Potential response of ICB therapy was estimated with Tumor Immune Dysfunction and Exclusion (TIDE) algorithm. We identified 2 distinct subtypes of LUAD in TCGA cohort that were characterized by significantly different survival outcomes (i.e., high- and low-risk subtypes). The high-risk subtype was featured by lower TIDE score, upregulation of programmed death-ligand 1 (PD-L1) expression, and higher tumor mutation burden (TMB). The high-risk subtype also harbored significantly elevated cell cycle modulators CDK4/CDK6 and TP53 mutation. These observations were validated in 9 independent LUAD cohorts. Our findings suggest that immune checkpoint blockade therapy may be efficacious for high-risk subtype of LUAD patients.
引用
收藏
页码:3312 / 3339
页数:28
相关论文
共 50 条
  • [1] Analysis of immune-related signatures of colorectal cancer identifying two different immune phenotypes: Evidence for immune checkpoint inhibitor therapy
    Chen, Gang
    Wang, Lin
    Diao, Tongwei
    Chen, Ying
    Cao, Chengbo
    Zhang, Xindong
    ONCOLOGY LETTERS, 2020, 20 (01) : 517 - 524
  • [2] Multiomics Data Analysis and Identification of Immune-Related Prognostic Signatures With Potential Implications in Prognosis and Immune Checkpoint Blockade Therapy of Glioblastoma
    Ma, Shuai
    Wang, Fang
    Wang, Nan
    Jin, Jiaqi
    Ba, Yixu
    Ji, Hang
    Du, Jianyang
    Hu, Shaoshan
    FRONTIERS IN NEUROLOGY, 2022, 13
  • [3] Novel immune subtypes of lung adenocarcinoma identified through bioinformatic analysis
    Qin, Fang-lu
    Xu, Zhan-yu
    Yuan, Li-qiang
    Chen, Wen-jie
    Wei, Jiang-bo
    Sun, Yu
    Li, Shi-kang
    FEBS OPEN BIO, 2020, 10 (09): : 1921 - 1933
  • [4] Distinct Immune Signatures Indicative of Treatment Response and Immune-Related Adverse Events in Melanoma Patients under Immune Checkpoint Inhibitor Therapy
    Reschke, Robin
    Gussek, Philipp
    Boldt, Andreas
    Sack, Ulrich
    Koehl, Ulrike
    Lordick, Florian
    Gora, Thomas
    Kreuz, Markus
    Reiche, Kristin
    Simon, Jan-Christoph
    Ziemer, Mirjana
    Kunz, Manfred
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (15)
  • [5] The Predictive Role of Immune Related Subgroup Classification in Immune Checkpoint Blockade Therapy for Lung Adenocarcinoma
    Yu, Xiaozhou
    Wang, Ziyang
    Chen, Yiwen
    Yin, Guotao
    Liu, Jianjing
    Chen, Wei
    Zhu, Lei
    Xu, Wengui
    Li, Xiaofeng
    FRONTIERS IN GENETICS, 2021, 12
  • [6] T-Cell Subtypes and Immune Signatures in Cutaneous Immune-Related Adverse Events in Melanoma Patients under Immune Checkpoint Inhibitor Therapy
    Absmaier-Kijak, Magdalena
    Iuliano, Caterina
    Kaesler, Susanne
    Biedermann, Tilo
    Posch, Christian
    Brockow, Knut
    CANCERS, 2024, 16 (06)
  • [7] Evaluating distinct KRAS subtypes as potential biomarkers for immune checkpoint inhibitor efficacy in lung adenocarcinoma
    Wang, Qi
    Tang, Zhuoran
    Li, Chunyu
    Li, Xuefei
    Su, Chunxia
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [8] Recognition of immune-related tumor antigens and immune subtypes for mRNA vaccine development in lung adenocarcinoma
    Zhao, Deze
    Liu, Xianyu
    Shan, Yunhan
    Li, JiaJia
    Cui, Weifang
    Wang, Jun
    Jiang, Junjie
    Xie, Qun
    Zhang, Chunfang
    Duan, Chaojun
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2022, 20 : 5001 - 5013
  • [9] Construction of an immune-related gene prognostic model with experimental validation and analysis of immune cell infiltration in lung adenocarcinoma
    Yang, Jialei
    Tang, Chao
    Li, Chengxia
    Li, Xuesen
    Yang, Wenli
    ONCOLOGY LETTERS, 2024, 28 (01)
  • [10] Immune-Related Adverse Events Associated with Immune Checkpoint Blockade
    Postow, Michael A.
    Sidlow, Robert
    Hellmann, Matthew D.
    NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (02): : 158 - 168