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
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