Su Mei-Chi, Dey Agnish, Maddah Erfan, Mugundu Ganesh M, Singh Aman P
Cell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.
Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota, USA.
CPT Pharmacometrics Syst Pharmacol. 2025 Feb;14(2):229-245. doi: 10.1002/psp4.13259. Epub 2024 Nov 7.
Despite the initial success of single-targeted chimeric-antigen receptor (CAR) T-cell therapy in hematological malignancies, its long-term effectiveness is often hindered by antigen heterogeneity and escape. As a result, there is a growing interest in cell therapies targeting multiple antigens (≥2). However, the dose-exposure-response relationship and specific factors influencing the pharmacology of dual-targeted CAR-T-cell therapy remain unclear. In this study, we have developed a multiscale cellular kinetic-pharmacodynamic (CK-PD) model using case studies from CD19/CD22 and GPRC5D/BCMA autologous CAR-Ts. Initially, an in vitro tumor-killing model characterized the impact of individual binder affinities and their contribution to overall potency across varying (1) effector: target (ET) ratios and (2) tumor-associated antigen (TAA) expressing cell lines. Subsequently, an integrated CK-PD model was developed in pediatric acute lymphoblastic leukemia (ALL) patients, which accounted for CAR-T-cell product composition and relative antigen abundance in patients' tumor burden to characterize patient-level multiphasic cellular kinetics using multiple bioanalytical assays (e.g., flow and qPCR-based readouts). Global sensitivity analysis highlighted relative antigen expression, maximum killing rate constant, and CAR-T expansion rate constant as major determinants for observed exposure of dual-targeted CAR-T-cell therapy. This modeling framework could facilitate dose-optimization and construct refinement for dual-targeted bicistronic CAR-T-cell therapies, serving as a valuable tool for both forward and reverse translation in drug development.
尽管单靶点嵌合抗原受体(CAR)T细胞疗法在血液系统恶性肿瘤中取得了初步成功,但其长期有效性常常受到抗原异质性和逃逸的阻碍。因此,针对多种抗原(≥2种)的细胞疗法越来越受到关注。然而,双靶点CAR-T细胞疗法的剂量-暴露-反应关系以及影响其药理学的具体因素仍不清楚。在本研究中,我们利用来自CD19/CD22和GPRC5D/BCMA自体CAR-T细胞的病例研究,开发了一个多尺度细胞动力学-药效学(CK-PD)模型。首先,一个体外肿瘤杀伤模型表征了单个结合物亲和力的影响及其在不同的(1)效应细胞:靶细胞(ET)比例和(2)肿瘤相关抗原(TAA)表达细胞系中对整体效力的贡献。随后,在儿童急性淋巴细胞白血病(ALL)患者中开发了一个综合CK-PD模型,该模型考虑了CAR-T细胞产品组成以及患者肿瘤负荷中的相对抗原丰度,以使用多种生物分析方法(例如基于流式细胞术和定量PCR的读数)来表征患者水平的多相细胞动力学。全局敏感性分析突出了相对抗原表达、最大杀伤速率常数和CAR-T细胞扩增速率常数是双靶点CAR-T细胞疗法观察到的暴露的主要决定因素。这种建模框架可以促进双靶点双顺反子CAR-T细胞疗法的剂量优化和构建改进,作为药物开发中正向和反向转化的有价值工具。