PO.PS01.01 · 人群科学

胸腺放射与肿瘤学结局

Thymic radiation and oncologic outcomes

海报缩略图:胸腺放射与肿瘤学结局
编号 2327 展板 26 时间 4/20 09:00–12:00 区域 Section 35 主讲 Vasco Prudente
分会场 Biomarkers of Endogenous or Exogenous Exposures, Early Detection, Biological Effects, and Prognosis
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作者与单位 Authors & Affiliations

Vasco Prudente1, Simon Bernatz1, Suraj Pai1, Katelyn M. Atkins2, Keno Bressem3, Christian V. Guthier1, Leonard Nürnberg1, Christopher E. Kehayias4, Christopher Abbosh5, Charles Swanton6, Mariam Jamal-Hanjani7, Nicolai Juul Birkbak8, Raymond H. Mak9, Hugo Aerts1

1Artificial Intelligence in Medicine, Harvard Medical School, Boston, MA,2Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angels, CA,3Technical University of Munich, Munich, Germany,4Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA,5Christopher Abbosh (Individual), London,6The Francis Crick Institute, London, United Kingdom,7University College London (UCL) Cancer Institute, London, United Kingdom,8Aarhus University, Aarhus, Denmark,9Instructor, Dept. of Radiation Oncology, Dana Farber/Brigham & Women's Cancer Center and Harvard Medical School, Boston, MA

摘要 Abstract

中文摘要
背景 胸腺在生命早期发挥关键作用,是T细胞发育的主要来源,而T细胞是适应性免疫的重要组成部分。尽管胸腺在免疫生物学中发挥核心作用,但目前在放射治疗(RT)中并不将其视为危及器官。RT是局部晚期非小细胞肺癌(NSCLC)治疗的基石,其作用超出局部肿瘤控制。特别是,它可以触发免疫原性细胞死亡,释放肿瘤抗原以启动全身抗肿瘤免疫。当RT与免疫治疗联合应用时,这些免疫介导的效应尤为重要,其中巩固免疫治疗已被证明可改善放化疗后的生存。 方法 在这项多队列研究中,我们评估了在882例接受RT治疗的局部晚期NSCLC患者(RTOG-0617 n=460 | HARVARD-CRT n=422)中,胸腺照射是否与远处转移和全因死亡率相关。对于每位患者,我们测量了平均胸腺放射剂量(MTD)。胸腺健康状况基于CT扫描上胸腺的影像学表现来确定,采用自监督深度学习模型自动推断。使用多变量Cox模型评估与临床结局的关联,并对关键临床因素进行校正。敏感性分析评估了MTD的增量贡献。为证明采用现代RT技术和基于AI的体积勾画进行胸腺保护的临床可行性,我们在一个具有高累积胸腺剂量暴露的代表性病例中重新制定了RT治疗计划。 结果 在胸腺健康得以保留的RTOG患者中,较高的胸腺放射剂量与逐步恶化的临床结局相关。35Gy的MTD被确定为与结局显著恶化相关的最低剂量。这一阈值在两个队列中均得到验证,在胸腺功能保留的患者中超过35Gy的MTD与远处转移风险增加(RTOG-0617:校正后风险比[aHR]=1.32;p=0.002 | HARVARD-CRT:aHR=2.15;p=0.018)和更差的总生存(RTOG-0617:aHR=1.20;p=0.002 | HARVARD-CRT:aHR=2.02;p=0.014)相关。在放射治疗前胸腺健康状况较低的患者中未出现显著关联。一年随访影像显示AI量化的胸腺健康状况呈剂量依赖性下降,支持胸腺照射与免疫功能丧失之间的机制性联系。在一个可行性测试病例中,胸腺剂量成功降至35 Gy以下,且未影响肿瘤覆盖或心肺限制条件。 结论 在胸腺功能保留的NSCLC患者中,胸腺放射暴露与更高的转移和死亡风险独立相关。这些发现提示,胸腺应在放射治疗中被视为危及器官,且胸腺保护策略对于保护免疫健康和改善患者结局可能至关重要。
查看英文原文 English abstract
Background The thymus plays a crucial role in early life, serving as the primary source of T-cell development, a vital component of adaptive immunity. Despite its central role in immune biology, the thymus is not currently considered an organ-at-risk in Radiotherapy (RT). RT, a cornerstone of treatment for locally advanced non-small cell lung cancer (NSCLC), has effects extending beyond local tumor control. In particular, it can trigger immunogenic cell death, releasing tumor antigens that prime systemic antitumor immunity. These immune-mediated effects are particularly important when RT is combined with immunotherapy, where consolidation immunotherapy has been shown to improve survival after chemoradiation. Methods In this multicohort study, we assessed whether thymic irradiation was associated with distant metastases and all-cause mortality across 882 locally-advanced NSCLC patients treated with RT (RTOG-0617 n=460 | HARVARD-CRT n=422). For each patient, we measured the mean thymic radiation dose (MTD). Thymic health was determined based on thymic radiographic representation on CT scans, automatically inferred using a self-supervised deep learning model. Associations with clinical outcomes were assessed using multivariable Cox models, adjusting for key clinical factors. Sensitivity analyses evaluated the incremental contribution of MTD. To demonstrate the clinical feasibility of thymic sparing with modern RT techniques and AI-based volume delineation, we replanned the RT treatment plan in a representative case with high cumulative thymic dose exposure. Results In RTOG patients with preserved thymic health, higher thymic radiation dose was progressively associated with worse clinical outcomes. An MTD of 35Gy was identified as the lowest dose linked to a significant deterioration in outcomes. This threshold was validated in both cohorts, where exceeding the 35Gy MTD in patients with preserved thymic function was associated with increased risk of distant metastases (RTOG-0617: adjusted hazard-ratio [aHR]=1.32; p=0.002 | HARVARD-CRT: aHR=2.15; p=0.018) and worse overall survival (RTOG-0617: aHR=1.20; p=0.002 | HARVARD-CRT: aHR=2.02; p=0.014). No significant associations emerged in patients with low thymic health prior to radiation therapy. One-year follow-up imaging demonstrated dose-dependent declines in AI-quantified thymic health, supporting a mechanistic link between thymic irradiation and loss of immune competence. In a feasibility test case, thymic dose was successfully reduced below 35 Gy without compromising tumor coverage or cardiopulmonary constraints. Conclusions Thymic radiation exposure was independently associated with higher risks of metastasis and death in NSCLC patients with preserved thymic function. These findings suggest that the thymus should be recognized as an organ-at-risk in radiotherapy and that thymus-sparing strategies may be crucial to preserve immune health and improve patient outcomes.
利益披露 Disclosure
V. Prudente, None. S. Bernatz, Ambient Other, consulting fees. S. Pai, None.. K. M. Atkins, None.. K. Bressem, None.. C. V. Guthier, None.. L. Nürnberg, None.. C. E. Kehayias, None. C. Swanton, AstraZeneca grants or contracts, honoraria, other financial or non-financial interests. Boehringer Ingelheim grants or contracts. Bristol Myers Squibb grants or contracts, honoraria. Invitae (formerly Archer Dx) grants or contracts. Ono Pharmaceuticals grants or contracts. Pfizer grants or contracts, honoraria. Roche-Ventana grants or contracts, honoraria. Bicycle Therapeutics consulting fees. Genentech consulting fees. Medicxi consulting fees. Metabomed consulting fees. Novartis consulting fees. GRAIL SAB Member, holds stock or stock options, other financial or non-financial interests. Relay Therapeutics SAB / SAGA Diagnostics SAB Member. China Innovation Centre of Roche (CICoR) Member. Apogen Biotech / Epic Biosciences / Achilles Therapeutics holds stock or stock options. Sarah Cannon Research Institute Member. Amgen/Illumina/GlaxoSmithKline/MSD Honoraria. Cancer Research UK leadership or fiduciary roles. AACR leadership or fiduciary roles. M. Jamal-Hanjani, CRUK Research Funding . NIH National Cancer Institute Research Funding. IASLC International Lung Cancer Foundation Research Funding. Rosetrees Trust Research Funding. UKI NETs Research Funding. NIHR Research Funding. Astex Pharmaceutical Consulting fees, speaker honoraria. Achilles Therapeutics Consulting fees, Scientific Advisory Board and Steering Committee. Pfizer speaker honoraria. Oslo Cancer Cluster speaker honoraria. Bristol Myers Squibb speaker honoraria. Genentech speaker honoraria. R. H. Mak, ViewRay Advisory Board, Research Funding. AstraZeneca Advisory Board, consulting fees, Research Funding. Varian Medical Systems consulting fees, Research Funding. Sio Capital Management consulting fees. Pfizer consulting fees. Novartis Honorarium. Springer Nature Honorarium. NIH - National Institute of Health Research Funding. Siemens Medical Solutions Research Funding. H. Aerts, Onc.AI consulting fees and/or stock. Love Health consulting fees and/or stock. Sphera consulting fees and/or stock. Health-AI consulting fees and/or stock. Ambient consulting fees and/or stock. AstraZeneca consulting fees and/or stock.

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