Identification of immune-related subtypes of colorectal cancer to improve antitumor immunotherapy

被引:9
|
作者
Zheng, Xiaobo [1 ]
Gao, Yong [2 ]
Yu, Chune [3 ]
Fan, Guiquan [4 ]
Li, Pengwu [5 ]
Zhang, Ming [1 ,6 ]
Yu, Jing [3 ]
Xu, Mingqing [1 ,7 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Liver Surg, Chengdu 610041, Sichuan, Peoples R China
[2] Army Med Univ, Affiliated Hosp 2, Dept Gastroenterol, Chongqing 400037, Peoples R China
[3] Sichuan Univ, Lab Tumor Targeted & Immune Therapy, State Key Lab Biotherapy, Clin Res Ctr Breast,West China Hosp, Chengdu 610041, Sichuan, Peoples R China
[4] First Peoples Hosp Liangshan Yi Autonomous Prefec, Dept Gen Surg, Liangshan 615000, Sichuan, Peoples R China
[5] Chongzhou Peoples Hosp, Dept Hepatobiliary Surg, Chengdu 611200, Sichuan, Peoples R China
[6] Sichuan Univ, West China Hosp, Dept Gen Surg, Mianzhu Hosp, Mianzhu 618200, Sichuan, Peoples R China
[7] Sichuan Univ, Meishan City Peoples Hosp, West China Hosp, Dept Hepatopancreatobiliary Surg,Meishan Hosp, Meishan 610041, Sichuan, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
CONSENSUS MOLECULAR SUBTYPES; TUMOR; SAFETY; MICROENVIRONMENT; LANDSCAPE; NIVOLUMAB; RESPONSES; ANTI-PD-1; BLOCKADE; ANTIBODY;
D O I
10.1038/s41598-021-98966-x
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
Immunotherapy involving immune checkpoint inhibitors (ICIs) for enhancing immune system activation is promising for tumor management. However, the patients' responses to ICIs are different. Here, we applied a non-negative matrix factorization algorithm to establish a robust immune molecular classification system for colorectal cancer (CRC). We obtained data of 1503 CRC patients (training cohort: 488 from The Cancer Genome Atlas; validation cohort: 1015 from the Gene Expression Omnibus). In the training cohort, 42.8% of patients who exhibited significantly higher immunocyte infiltration and enrichment of immune response-associated signatures were subdivided into immune classes. Within the immune class, 53.1% of patients were associated with a worse overall prognosis and belonged to the immune-suppressed subclass, characterized by the activation of stroma-related signatures, genes, immune-suppressive cells, and signaling. The remaining immune class patients belonged to the immune-activated subclass, which was associated with a better prognosis and response to anti-PD-1 therapy. Immune-related subtypes were associated with different copy number alterations, tumor-infiltrating lymphocyte enrichment, PD-1/PD-L1 expression, mutation landscape, and cancer stemness. These results were validated in patients with microsatellite instable CRC. We described a novel immune-related class of CRC, which may be used for selecting candidate patients with CRC for immunotherapy and tailoring optimal immunotherapeutic treatment.
引用
收藏
页数:14
相关论文
共 50 条
  • [31] Identification of Immune-Related Gene Signature Model for Predicting Lung Cancer Survival and Response to Immunotherapy
    Lin, Wenrong
    Cai, Xiaojun
    Lin, Yijin
    Su, Weikun
    Weng, Guibin
    Chen, Lin
    Ding, Jianming
    Cai, Yibin
    ONCOLOGY, 2024,
  • [32] Characterization of Immune-Related Alternative Polyadenylation Events in Cancer Immunotherapy
    Wang, Gaoyang
    Xie, Zuozhong
    Su, Juan
    Chen, Meishan
    Du, Yanhua
    Gao, Qian
    Zhang, Guanxiong
    Zhang, Hailun
    Chen, Xiang
    Liu, Hong
    Han, Leng
    Ye, Youqiong
    CANCER RESEARCH, 2022, 82 (19) : 3474 - 3485
  • [33] Immune-Related Adverse Effects of Cancer Immunotherapy - Implications for Rheumatology
    Cappelli, Laura C.
    Shah, Ami A.
    Bingham, Clifton O., III
    RHEUMATIC DISEASE CLINICS OF NORTH AMERICA, 2017, 43 (01) : 65 - +
  • [34] Rheumatic immune-related adverse events from cancer immunotherapy
    Leonard H. Calabrese
    Cassandra Calabrese
    Laura C. Cappelli
    Nature Reviews Rheumatology, 2018, 14 : 569 - 579
  • [35] Rheumatic immune-related adverse events from cancer immunotherapy
    Calabrese, Leonard H.
    Calabrese, Cassandra
    Cappelli, Laura C.
    NATURE REVIEWS RHEUMATOLOGY, 2018, 14 (10) : 569 - 579
  • [36] Identification of immune-related genes and patient selection for hepatocellular carcinoma immunotherapy
    Chen, Zhen-Dong
    Luo, Jia-Yuan
    Ye, Yu-Ping
    Dang, Yi-Wu
    TRANSLATIONAL CANCER RESEARCH, 2023, 12 (05) : 1210 - +
  • [37] Pharmacogenomics for immunotherapy and immune-related cardiotoxicity
    Castrillon, Jessica A.
    Eng, Charis
    Cheng, Feixiong
    HUMAN MOLECULAR GENETICS, 2020, 29 (R2) : R186 - R196
  • [38] Identification of immune characteristics of two lung adenocarcinoma subtypes based on immune- and pyroptosis-related genes to improve immunotherapy
    Tie, Yifan
    Xu, Jinzhi
    BULLETIN DU CANCER, 2025, 112 (02) : 135 - 148
  • [39] Tumor Microenvironment Subtypes and Immune-Related Signatures for the Prognosis of Breast Cancer
    Han, Yiqun
    Wang, Jiayu
    Xu, Binghe
    BIOMED RESEARCH INTERNATIONAL, 2021, 2021
  • [40] Identification of prognostic immune-related lncRNAs in pancreatic cancer
    Ma, Yan
    He, Xiaomeng
    Di, Yang
    Liu, Shanshan
    Zhan, Qilin
    Bai, Zhihui
    Qiu, Tianyi
    Corpe, Christopher
    Wang, Jin
    FRONTIERS IN IMMUNOLOGY, 2022, 13