Correlation of noninvasive imaging of tumour-infiltrating lymphocytes with survival and BCG immunotherapy response in patients with bladder cancer: a multicentre cohort study

医学 免疫疗法 膀胱癌 肿瘤浸润淋巴细胞 队列 肿瘤科 内科学 癌症 相关性 几何学 数学
作者
Ke Chen,Xiaoyang Li,Libo Liu,Bo Wang,Weiming Liang,Junyu Chen,Mingchao Gao,Xiaodong Huang,Bohao Liu,Xi Sun,Tenghao Yang,Xiao Zhao,Wang He,Yun Luo,Jian Huang,Tianxin Lin,Wenlong Zhong
出处
期刊:International Journal of Surgery [Elsevier]
卷期号:111 (1): 920-931 被引量:1
标识
DOI:10.1097/js9.0000000000001999
摘要

Background: Tumour-infiltrating lymphocytes (TILs) are strongly correlated with the prognosis and immunotherapy response in bladder cancer. The TIL status is typically assessed through microscopy as part of tissue pathology. Here, the authors developed Rad-TIL model, a novel radiomics model, to predict TIL status in patients with bladder cancer. Material and methods: The authors enrolled 1089 patients with bladder cancer and developed the Rad-TIL model by using a machine-learning method based on computed tomography (CT) images. The authors applied a radiogenomics cohort to reveal the key pathways underlying the Rad-TIL model. Finally, the authors used an independent treatment cohort to evaluate the predictive efficacy of the Rad-TIL model for Bacillus Calmette-Guérin (BCG) immunotherapy. Results: The authors developed the Rad-TIL model by integrating tumoral and peritumoral features on CT images and obtained areas under the receiver operating characteristic curves of 0.844 and 0.816 in the internal and external validation cohorts, respectively. Patients were stratified into two groups based on the predicted radiomics score of TILs (RS TIL ). RS TIL exhibited prognostic significance for both overall and cancer-specific survival in each cohort (hazard ratios: 2.27–3.15, all P <0.05). Radiogenomics analysis revealed a significant association of RS TIL with immunoregulatory pathways and immune checkpoint molecules (all P <0.05). Notably, BCG immunotherapy response rates were significantly higher in high-RS TIL patients than in low-RS TIL patients ( P =0.007). Conclusion: The Rad-TIL model, a noninvasive method for assessing TIL status, can predict clinical outcomes and BCG immunotherapy response in patients with bladder cancer.
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
xmj发布了新的文献求助50
刚刚
milka完成签到,获得积分10
刚刚
搞怪热狗完成签到,获得积分10
1秒前
量子星尘发布了新的文献求助10
1秒前
1秒前
nkdailingyun完成签到,获得积分10
1秒前
丘比特应助唐文硕采纳,获得10
1秒前
2秒前
2秒前
2秒前
3秒前
赵楠完成签到,获得积分20
4秒前
aodilee完成签到,获得积分10
4秒前
奔跑石小猛完成签到,获得积分10
5秒前
6秒前
6秒前
6秒前
卜卜发布了新的文献求助10
6秒前
小马甲应助难过龙猫采纳,获得10
7秒前
yxb完成签到 ,获得积分10
7秒前
7秒前
8秒前
8秒前
Tony完成签到,获得积分10
9秒前
欣喜访文发布了新的文献求助10
9秒前
琛琛发布了新的文献求助10
9秒前
hah发布了新的文献求助10
9秒前
YHY完成签到,获得积分10
9秒前
10秒前
马秀玲发布了新的文献求助10
10秒前
坚定兔子发布了新的文献求助10
10秒前
爆米花应助不会取名啊采纳,获得10
11秒前
pluto应助葡萄采纳,获得10
11秒前
12秒前
zheng-homes发布了新的文献求助10
12秒前
oohQoo发布了新的文献求助10
12秒前
sunjian完成签到,获得积分20
12秒前
12秒前
13秒前
烟花应助crytek采纳,获得10
13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
Iron toxicity and hematopoietic cell transplantation: do we understand why iron affects transplant outcome? 1500
List of 1,091 Public Pension Profiles by Region 1001
EEG in Childhood Epilepsy: Initial Presentation & Long-Term Follow-Up 500
Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences 500
On the application of advanced modeling tools to the SLB analysis in NuScale. Part I: TRACE/PARCS, TRACE/PANTHER and ATHLET/DYN3D 500
L-Arginine Encapsulated Mesoporous MCM-41 Nanoparticles: A Study on In Vitro Release as Well as Kinetics 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5472573
求助须知:如何正确求助?哪些是违规求助? 4574866
关于积分的说明 14348499
捐赠科研通 4502178
什么是DOI,文献DOI怎么找? 2466966
邀请新用户注册赠送积分活动 1454927
关于科研通互助平台的介绍 1429235