Epigenome signature as an immunophenotype indicator prompts durable clinical immunotherapy benefits in lung adenocarcinoma

免疫分型 表观基因组 免疫疗法 免疫系统 DNA甲基化 生物 免疫学 癌症研究 遗传学 抗原 基因表达 基因
作者
Xu Pan,Caiyu Zhang,Junwei Wang,Peng Wang,Yue Gao,Shipeng Shang,Shuang Guo,Xin Li,Hui Zhi,Shangwei Ning
出处
期刊:Briefings in Bioinformatics [Oxford University Press]
卷期号:23 (1) 被引量:4
标识
DOI:10.1093/bib/bbab481
摘要

Intertumoral immune heterogeneity is a critical reason for distinct clinical benefits of immunotherapy in lung adenocarcinoma (LUAD). Tumor immunophenotype (immune 'Hot' or 'Cold') suggests immunological individual differences and potential clinical treatment guidelines. However, employing epigenome signatures to determine tumor immunophenotypes and responsive treatment is not well understood. To delineate the tumor immunophenotype and immune heterogeneity, we first distinguished the immune 'Hot' and 'Cold' tumors of LUAD based on five immune expression signatures. In terms of clinical presentation, the immune 'Hot' tumors usually had higher immunoactivity, lower disease stages and better survival outcomes than 'Cold' tumors. At the epigenome levels, we observed that distinct DNA methylation patterns between immunophenotypes were closely associated with LUAD development. Hence, we identified a set of five CpG sites as the immunophenotype-related methylation signature (iPMS) for tumor immunophenotyping and further confirmed its efficiency based on a machine learning framework. Furthermore, we found iPMS and immunophenotype-related immune checkpoints (IPCPs) could contribute to the risk of tumor progression, implying IPCP has the potential to be a novel immunotherapy blockade target. After further parsing of the role of iPMS-predicted immunophenotypes, we found immune 'Hot' was a protective factor leading to better survival outcomes when patients received the anti-PD-1/PD-L1 immunotherapy. And iPMS was also a well-performed signature (AUC = 0.752) for predicting the durable/nondurable clinical benefits. In summary, our study explored the role of epigenome signature in clinical tumor immunophenotyping. Utilizing iPMS to characterize tumor immunophenotypes will facilitate developing personalized epigenetic anticancer approaches.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
久等雨归发布了新的文献求助10
2秒前
少爷发布了新的文献求助10
4秒前
4秒前
深情的友绿完成签到,获得积分10
5秒前
桐桐应助fee采纳,获得10
5秒前
6秒前
顾矜应助纸皮核桃采纳,获得10
6秒前
ltl完成签到,获得积分10
7秒前
Nnn完成签到,获得积分10
8秒前
songlina1发布了新的文献求助10
8秒前
于爱完成签到,获得积分10
9秒前
木子发布了新的文献求助10
9秒前
Author发布了新的文献求助10
10秒前
所所应助朱子杰采纳,获得10
10秒前
11秒前
12秒前
12秒前
13秒前
13秒前
heetrans完成签到 ,获得积分20
13秒前
SciGPT应助甜心糖采纳,获得10
15秒前
Jasper应助久等雨归采纳,获得10
16秒前
16秒前
开心的路人完成签到,获得积分20
17秒前
桃桃完成签到 ,获得积分10
18秒前
yeguo完成签到,获得积分10
19秒前
19秒前
狂野丹秋完成签到,获得积分10
20秒前
21秒前
23秒前
25秒前
26秒前
27秒前
朱子杰发布了新的文献求助10
28秒前
28秒前
重要小懒虫完成签到,获得积分10
31秒前
31秒前
ZQQ发布了新的文献求助10
32秒前
大力的灵雁应助jufefit采纳,获得10
33秒前
33秒前
高分求助中
The Wiley Blackwell Companion to Diachronic and Historical Linguistics 3000
Standards for Molecular Testing for Red Cell, Platelet, and Neutrophil Antigens, 7th edition 1000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
Signals, Systems, and Signal Processing 610
脑电大模型与情感脑机接口研究--郑伟龙 500
GMP in Practice: Regulatory Expectations for the Pharmaceutical Industry 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6296815
求助须知:如何正确求助?哪些是违规求助? 8114124
关于积分的说明 16984262
捐赠科研通 5358698
什么是DOI,文献DOI怎么找? 2846986
邀请新用户注册赠送积分活动 1824243
关于科研通互助平台的介绍 1679155