Comprehensive assessment of immune context and immunotherapy response via noninvasive imaging in gastric cancer

免疫疗法 背景(考古学) 免疫系统 成像生物标志物 医学 生物标志物 癌症 无线电技术 髓样 癌症免疫疗法 肿瘤微环境 肿瘤科 免疫学 磁共振成像 内科学 放射科 生物 古生物学 生物化学
作者
Zepang Sun,Taojun Zhang,M. Usman Ahmad,Zixia Zhou,Liang Qiu,Kangneng Zhou,Wenjun Xiong,Jingjing Xie,Zhicheng Zhang,Chuanli Chen,Qingyu Yuan,Yan Chen,Wanying Feng,Yikai Xu,Lequan Yu,Wei Wang,Yu Jiang,Guoxin Li,Yuming Jiang
出处
期刊:Journal of Clinical Investigation [American Society for Clinical Investigation]
卷期号:134 (6) 被引量:28
标识
DOI:10.1172/jci175834
摘要

BACKGROUNDThe tumor immune microenvironment can provide prognostic and therapeutic information. We aimed to develop noninvasive imaging biomarkers from computed tomography (CT) for comprehensive evaluation of immune context and investigate their associations with prognosis and immunotherapy response in gastric cancer (GC).METHODSThis study involved 2,600 patients with GC from 9 independent cohorts. We developed and validated 2 CT imaging biomarkers (lymphoid radiomics score [LRS] and myeloid radiomics score [MRS]) for evaluating the IHC-derived lymphoid and myeloid immune context respectively, and integrated them into a combined imaging biomarker [LRS/MRS: low(-) or high(+)] with 4 radiomics immune subtypes: 1 (-/-), 2 (+/-), 3 (-/+), and 4 (+/+). We further evaluated the imaging biomarkers' predictive values on prognosis and immunotherapy response.RESULTSThe developed imaging biomarkers (LRS and MRS) had a high accuracy in predicting lymphoid (AUC range: 0.765-0.773) and myeloid (AUC range: 0.736-0.750) immune context. Further, similar to the IHC-derived immune context, 2 imaging biomarkers (HR range: 0.240-0.761 for LRS; 1.301-4.012 for MRS) and the combined biomarker were independent predictors for disease-free and overall survival in the training and all validation cohorts (all P < 0.05). Additionally, patients with high LRS or low MRS may benefit more from immunotherapy (P < 0.001). Further, a highly heterogeneous outcome on objective response ​rate was observed in 4 imaging subtypes: 1 (-/-) with 27.3%, 2 (+/-) with 53.3%, 3 (-/+) with 10.2%, and 4 (+/+) with 30.0% (P < 0.0001).CONCLUSIONThe noninvasive imaging biomarkers could accurately evaluate the immune context and provide information regarding prognosis and immunotherapy for GC.
最长约 10秒,即可获得该文献文件

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
tamo发布了新的文献求助10
刚刚
嘟哈克完成签到,获得积分10
刚刚
1秒前
小小酥发布了新的文献求助10
1秒前
2秒前
2秒前
遇阳发布了新的文献求助10
3秒前
天天快乐应助momo采纳,获得10
3秒前
3秒前
Molly发布了新的文献求助10
3秒前
zzy完成签到,获得积分20
5秒前
5秒前
niu52107完成签到,获得积分10
5秒前
5秒前
曦月发布了新的文献求助10
6秒前
yannick发布了新的文献求助10
6秒前
风中的宛白完成签到,获得积分10
7秒前
杨欢欢发布了新的文献求助10
7秒前
8秒前
8秒前
8秒前
大观天下发布了新的文献求助10
8秒前
9秒前
可耐的一手应助廖琪采纳,获得10
9秒前
网友发布了新的文献求助10
10秒前
可靠的绿柳关注了科研通微信公众号
11秒前
11秒前
11秒前
科研通AI6.2应助XXXX采纳,获得10
11秒前
科研通AI6.4应助shixuyuan采纳,获得30
11秒前
HSTrigger发布了新的文献求助10
11秒前
凝安完成签到 ,获得积分10
12秒前
13秒前
13秒前
月亮完成签到,获得积分10
13秒前
houruibut完成签到,获得积分10
13秒前
13秒前
杨欢欢完成签到,获得积分20
14秒前
14秒前
14秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Positive Art Therapy Theory and Practice 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Key mechanistic insights into the intramolecular C-H bond amination and double bond aziridination in sulfamate esters catalyzed by dirhodium tetracarboxylate complexes 500
The Neuroscience of Language 400
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 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7670452
求助须知:如何正确求助?哪些是违规求助? 9238104
关于积分的说明 19892544
捐赠科研通 7239767
什么是DOI,文献DOI怎么找? 3284686
关于科研通互助平台的介绍 2443206
邀请新用户注册赠送积分活动 2286790