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.
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页数:14
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