Lefèvre Apolline, Parra-Guillen Zinnia P, Trocóniz Iñaki F, Boetsch Christophe, Frances Nicolas
Roche Pharma Research and Early Development (pRED), Pharmaceutical Sciences PS, Roche Innovation Center Basel, Basel, Switzerland.
Pharmacometrics & Systems Pharmacology, Department of Pharmaceutical Science, School of Pharmacy and Nutrition, University of Navarra, Pamplona, Spain.
Front Immunol. 2025 Jan 17;15:1463915. doi: 10.3389/fimmu.2024.1463915. eCollection 2024.
T-cell engagers (TCE), a therapeutic class of cancer immunotherapy (CIT), offer a novel approach to cancer treatment by harnessing and reactivating the patient's immune system to eradicate tumor cells. However, the use of TCE in the clinic can lead to severe side effects, including cytokine release syndrome (CRS). Therefore, innovative dosing strategies need to be implemented to mitigate the risk of developing CRS.
In the presented work, a mechanistic pharmacokinetics/pharmacodynamics (PKPD) model describing cytokine release following TCE therapy has been developed combining literature knowledge and preclinical data. The model was developed to explore and test hypotheses regarding the mechanisms behind the decrease of cytokine release following two repeated TCE administrations.
The model is able to successfully reproduce the observed dynamics of cytokine levels associated with the initial and subsequent TCE doses, accounting for different dosing intervals. In addition, the model suggests a mechanism of action that uncouples cytokine release from tumor cell killing.
This model provides an initial mechanistic framework to support the design of experiments and paves the way for the application of mathematical modeling to support clinical dosing regimen selection of any TCE.
T细胞衔接器(TCE)是癌症免疫疗法(CIT)中的一类治疗药物,它通过利用和重新激活患者的免疫系统来根除肿瘤细胞,为癌症治疗提供了一种新方法。然而,在临床中使用TCE可能会导致严重的副作用,包括细胞因子释放综合征(CRS)。因此,需要实施创新的给药策略来降低发生CRS的风险。
在本研究中,结合文献知识和临床前数据,建立了一个描述TCE治疗后细胞因子释放的机制性药代动力学/药效学(PKPD)模型。该模型旨在探索和检验关于两次重复给予TCE后细胞因子释放减少背后机制的假设。
该模型能够成功重现与初始及后续TCE剂量相关的细胞因子水平的观察动态,同时考虑了不同的给药间隔。此外,该模型提出了一种将细胞因子释放与肿瘤细胞杀伤解偶联的作用机制。
该模型提供了一个初步的机制框架来支持实验设计,并为应用数学建模以支持任何TCE的临床给药方案选择铺平了道路。