Immune subtypes in LUAD identify novel tumor microenvironment profiles with prognostic and therapeutic implications.

医学 队列 腺癌 肿瘤科 内科学 危险系数 比例危险模型 免疫系统 生存分析 肺癌 肿瘤微环境 阶段(地层学) 癌症 免疫学 生物 置信区间 古生物学
作者
Shuoyan Liu,Feng Wang,Xuan Gao,Peiyuan Wang,Yujie Chen,Peng Chen,Hao He,Xiaofeng Chen,Derong Zhang
出处
期刊:Journal of Clinical Oncology [American Society of Clinical Oncology]
卷期号:39 (15_suppl): e20512-e20512
标识
DOI:10.1200/jco.2021.39.15_suppl.e20512
摘要

e20512 Background: The incidence of lung adenocarcinoma (LUAD) is increasing year by year worldwide. Thorsson et al. identified six immune subtypes (ISs) (C1 - C6) in 33 diverse cancer types, including LUAD. The tumor microenvironment and lung cancer cells of 6 ISs have complex and different interplay, and the consequence of the interplay determines the growth of tumor cells and the prognosis of patients. Methods: Clinical and molecular information of TCGA LUAD patients were downloaded from The Cancer Genome Atlas (TCGA) (N = 457). Kaplan-Meier survival analysis and Cox proportional-hazard analyses were performed in 4 independent GEO LUAD data sets (GSE31210, GSE37745, GSE50081, and GSE68465) and, where five immune subtypes C1-C4, C6 were stratified according to Thorsson et al.’s immune classification method. Results: Only 5 ISs were identified in the TCGA NSCLC cohort; the proportion of the C3 inflammatory IS (39.2%) was the most common IS observed in the TCGA LUAD cohort, whereas C1 was particularly dominant in LUSC (57.1%). The proportion of C3 was also the most common IS observed in GEO LUAD cohorts (GSE37745, GSE50081, GSE68465), except for one stage I-II lung adenocarcinomas cohort (GSE31210). The prognostic relevance of the C3 IS was associated with significantly longer overall survival and progression-free interval time of LUAD in the TCGA cohort. In contrast, the association was not significant in the TCGA LUSC cohort. C3 was also associated with significantly longer overall survival (p < 0.001) and disease-free interval time (p < 0.001) in the 4 GEO LUAD cohorts by multivariate analyses. To further evaluate prediction accuracies of C3, we compared the C3 model with the other 3 reported immune-related signatures. For all comparisons in these 4 GEO cohorts, C3 outperformed the other 3 signatures with superior overall survival and DFS predictive performances according to the time-dependent Concordance index. C3 presented higher levels of CD8 T, follicular helper T, M1 macrophage, CD4 memory resting, myeloid dendritic, neutrophils, and endothelial cells by using CIBERSORT and MCP counter. Low levels of M2 macrophages and cancer-associated fibroblast cells were also found in the C3 subtype. GSEA pathway analysis showed that the C3 subtype had a heightened activation in the antigen process and presenting pathway, interferon-gamma response pathway, T cell receptor signaling pathway, and neural killer cell-mediated cytotoxicity pathway than C1/C2. In contrast, the C1/C2 presented greater activation of pathways related to the cell cycles, MMR repair DNA repair, and p53 signaling pathways than the C3 subtype. Conclusions: The robust prognostic relevance of the C3 IS allows a more precise categorization of patients with relevant clinical and biological implications, which may be valuable tools to improve tailored therapeutic interventions in LUAD patients.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
mojibunny完成签到,获得积分10
1秒前
sfxnxgu完成签到,获得积分20
1秒前
luqian发布了新的文献求助30
1秒前
sfxnxgu发布了新的文献求助10
3秒前
jiaojaioo完成签到,获得积分10
3秒前
野牛先生发布了新的文献求助50
4秒前
weirdo发布了新的文献求助10
5秒前
wang发布了新的文献求助10
7秒前
领导范儿应助liclic采纳,获得10
10秒前
10秒前
在水一方应助葭月十七采纳,获得10
10秒前
领导范儿应助我爱学习采纳,获得10
11秒前
pluto应助科研通管家采纳,获得10
11秒前
丘比特应助科研通管家采纳,获得10
11秒前
852应助科研通管家采纳,获得10
11秒前
英姑应助科研通管家采纳,获得10
11秒前
奋力的王打工人完成签到,获得积分10
11秒前
我是老大应助整齐凌萱采纳,获得10
12秒前
12秒前
maox1aoxin应助科研通管家采纳,获得30
12秒前
科研通AI2S应助科研通管家采纳,获得10
12秒前
情怀应助科研通管家采纳,获得10
12秒前
Owen应助科研通管家采纳,获得10
12秒前
科研通AI2S应助科研通管家采纳,获得10
12秒前
迅速的访天完成签到,获得积分10
13秒前
木帛完成签到,获得积分10
15秒前
脑洞疼应助jianning采纳,获得10
16秒前
17秒前
科研通AI2S应助lhl采纳,获得10
18秒前
18秒前
19秒前
20秒前
ybheart完成签到,获得积分10
20秒前
那些兔儿完成签到 ,获得积分10
21秒前
彳亍发布了新的文献求助20
22秒前
我爱学习发布了新的文献求助10
22秒前
葭月十七发布了新的文献求助10
23秒前
整齐凌萱发布了新的文献求助10
26秒前
耕云钓月完成签到,获得积分10
26秒前
高分求助中
Kinetics of the Esterification Between 2-[(4-hydroxybutoxy)carbonyl] Benzoic Acid with 1,4-Butanediol: Tetrabutyl Orthotitanate as Catalyst 1000
The Young builders of New china : the visit of the delegation of the WFDY to the Chinese People's Republic 1000
Rechtsphilosophie 1000
Handbook of Qualitative Cross-Cultural Research Methods 600
Very-high-order BVD Schemes Using β-variable THINC Method 568
Chen Hansheng: China’s Last Romantic Revolutionary 500
Mantiden: Faszinierende Lauerjäger Faszinierende Lauerjäger 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3139146
求助须知:如何正确求助?哪些是违规求助? 2790083
关于积分的说明 7793577
捐赠科研通 2446452
什么是DOI,文献DOI怎么找? 1301175
科研通“疑难数据库(出版商)”最低求助积分说明 626106
版权声明 601102