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基于多尺度机制建模的双靶向双顺反子 CAR-T 细胞治疗定量药理学

英文原题:Quantitative pharmacology of dual-targeted bicistronic CAR-T-cell therapy using multiscale mechanistic modeling.

PubMed 2024/11/07(内容时间) CPT Pharmacometrics Syst Pharmacol Q3 · IF 2.8(JCR 2025)

研究概要

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初步成功,其长期疗效常受抗原异质性和抗原逃逸的阻碍。

中文摘要

尽管单靶点嵌合抗原受体(CAR)T细胞疗法治疗血液系统恶性肿瘤初获成功,但其长期疗效常因抗原异质性和抗原逃逸而受限。因此,靶向多种抗原的细胞疗法(2)日益受到关注。然而,双靶点CAR-T细胞疗法的剂量-暴露-应答关系及影响其药理学特性的具体因素仍不清楚。本研究基于CD19/CD22和GPRC5D/BCMA自体CAR-T病例,建立了多尺度细胞动力学-药效学(CK-PD)模型。首先,采用体外肿瘤杀伤模型,表征单个结合结构域的亲和力及其对总体效力的贡献,并考察不同效靶比(E:T)和肿瘤相关抗原(TAA)表达细胞系的影响。随后,在儿童急性淋巴细胞白血病(ALL)患者中建立整合CK-PD模型,将CAR-T细胞产品构成及患者肿瘤负荷中的相对抗原丰度纳入考虑,并利用多种生物分析检测(如流式细胞术和基于qPCR的读数)表征患者层面的多相细胞动力学。全局敏感性分析显示,相对抗原表达、最大杀伤速率常数和CAR-T扩增速率常数,是决定双靶点CAR-T细胞治疗暴露量的主要因素。该建模框架可用于优化双靶点双顺反子CAR-T细胞疗法的剂量和构建体设计,并可作为药物开发中正向和反向转化研究的有价值工具。

展开英文摘要原文

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.

论文信息

作者
Su MC、Dey A、Maddah E、Mugundu GM、Singh AP
单位
Cell Therapy Clinical Pharmacology and Modeling, Precision and Translational Medicine, Oncology Cell Therapy and Therapeutic Area Unit, Takeda Pharmaceuticals, Cambridge, Massachusetts, USA.United Kingdom
期刊
CPT: pharmacometrics & systems pharmacology2025 Feb
原文标识
PubMed 39508140 · DOI 10.1002/psp4.13259