Szafrańska-Łęczycka Magdalena, Szymańska Zuzanna, Piotrowska Monika J, Bodnar Marek, Foryś Urszula
Doctoral School of Exact and Natural Sciences, University of Warsaw, Warsaw, Poland.
Interdisciplinary Centre for Mathematical and Computational Modelling, University of Warsaw, Warsaw, Poland.
Front Immunol. 2025 Jun 18;16:1563829. doi: 10.3389/fimmu.2025.1563829. eCollection 2025.
Glioblastoma is a rare, aggressive brain tumor marked by high therapeutic resistance, poor prognosis, and limited treatment options. Emerging immunotherapies, particularly Chimeric Antigen Receptor (CAR) T-cell therapy, offer promising alternatives to standard care. However, adapting CAR-T cell strategies from hematologic malignancies to solid tumors like glioblastoma presents substantial challenges.
We extended existing mathematical models to investigate glioblastoma treatment dynamics with CAR-T cell therapy. Simulations were based on clinical trial-inspired scenarios targeting IL13Rα2, HER2, and EGFRvIII antigens, assessing both single-dose and cyclic dosing regimens. The models incorporated key biological processes, including tumor growth, CAR-T cell proliferation delays, and resistance mechanisms.
Cyclic CAR-T cell administration outperformed single-dose strategies in reducing tumor burden. Incorporating resistance and treatment delays into the models provided critical insights into relapse dynamics and therapeutic durability.
This study presents a comprehensive modeling framework for CAR-T cell therapy in glioblastoma, highlighting the importance of dosing regimens and resistance dynamics. The findings offer valuable guidance for optimizing therapeutic strategies to enhance patient outcomes.
胶质母细胞瘤是一种罕见的侵袭性脑肿瘤,其特点是治疗耐药性高、预后差且治疗选择有限。新兴的免疫疗法,尤其是嵌合抗原受体(CAR)T细胞疗法,为标准治疗提供了有前景的替代方案。然而,将CAR-T细胞策略从血液系统恶性肿瘤应用于胶质母细胞瘤等实体瘤面临着重大挑战。
我们扩展了现有的数学模型,以研究CAR-T细胞疗法对胶质母细胞瘤的治疗动态。模拟基于针对白细胞介素13受体α2(IL13Rα2)、人表皮生长因子受体2(HER2)和表皮生长因子受体变异体Ⅲ(EGFRvIII)抗原的临床试验启发情景,评估单剂量和循环给药方案。模型纳入了关键的生物学过程,包括肿瘤生长、CAR-T细胞增殖延迟和耐药机制。
循环给予CAR-T细胞在减轻肿瘤负担方面优于单剂量策略。将耐药性和治疗延迟纳入模型为复发动态和治疗持久性提供了关键见解。
本研究提出了一个用于胶质母细胞瘤CAR-T细胞疗法的综合建模框架,强调了给药方案和耐药动态的重要性。研究结果为优化治疗策略以改善患者预后提供了有价值的指导。