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膀胱癌患者 TIL(肿瘤浸润淋巴细胞)无创成像与生存及 BCG 免疫治疗反应的相关性:多中心队列研究

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

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

PubMed 2025/01/01(内容时间) Int J Surg Q1 · IF 9(JCR 2025)

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研究概要

Rad-TIL 模型是一种评估 TIL 状态的无创方法,可预测膀胱癌患者的临床结局和 BCG 免疫治疗反应。

研究思路结论见上方概要

TIL(肿瘤浸润淋巴细胞)(TILs)与膀胱癌的预后和免疫治疗反应密切相关。TIL状态通常通过显微镜检查作为组织病理学的一部分进行评估。在此,作者开发了Rad-TIL模型,一种新型的放射组学模型,用于预测膀胱癌患者的TIL状态。

作者纳入了1089例膀胱癌患者,并基于计算机断层扫描(CT)图像,采用机器学习方法开发了Rad-TIL模型。作者应用放射基因组学队列揭示了Rad-TIL模型背后的关键通路。最后,作者使用一个独立治疗队列评估了Rad-TIL模型对卡介苗(BCG)免疫治疗的预测效能。

作者通过整合CT图像上的肿瘤及瘤周特征开发了Rad-TIL模型,在内部和外部验证队列中分别获得了0.844和0.816的受试者工作特征曲线下面积。根据预测的TIL放射组学评分(RSTIL)将患者分为两组。RSTIL在每个队列中对总生存期和癌症特异性生存期均具有预后意义(风险比:2.27-3.15,均P<0.05)。放射基因组学分析显示,RSTIL与免疫调节通路和免疫检查点分子显著相关(均P<0.05)。值得注意的是,高RSTIL患者的BCG免疫治疗缓解率显著高于低RSTIL患者(P=0.007)。

展开英文摘要原文

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-Gu rin (BCG) immunotherapy.

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 (RSTIL). RSTIL 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 RSTIL with immunoregulatory pathways and immune checkpoint molecules (all P<0.05). Notably, BCG immunotherapy response rates were significantly higher in high-RSTIL patients than in low-RSTIL patients (P=0.007).

The Rad-TIL model, a noninvasive method for assessing TIL status, can predict clinical outcomes and BCG immunotherapy response in patients with bladder cancer.

论文信息

作者
Chen K、Li X、Liu L、Wang B、Liang W、Chen J、Gao M、Huang X
单位
Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University.
文献类型
多中心研究
期刊
International journal of surgery (London, England)2025 Jan 1
原文标识
PubMed 40053821 · DOI 10.1097/JS9.0000000000001999