PO.PS01.01 · 人群科学

Thymic radiation and oncologic outcomes

海报缩略图:Thymic radiation and oncologic outcomes
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
查看完整资料 下载 PDF 登录后可访问当前开放资料 AACR 官方页面 ↗

作者与单位

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

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.

在会议检索中打开