Patient‐Specific Determinants of Response to <scp>BCMA</scp> ‐ and <scp>GPRC5D</scp> ‐Targeted <scp>CAR</scp> T‐Cell Therapy in Multiple Myeloma: A <scp>QSP</scp> Analysis of Clinical Trial and Real‐World Data
Despite promising outcomes in CAR T-cell therapy for relapsed/refractory multiple myeloma (RRMM), nearly all patients eventually relapse. Resistance and relapse may be driven by CAR T-cell and tumor-intrinsic factors. Here, we developed a mechanistic quantitative systems pharmacology (QSP) model of multiple myeloma growth and CAR T-cell therapy using measurable biomarkers to predict and identify factors associated with response and relapse. The model incorporates key components to explore disease dynamics and CAR T-cell expansion. Our model reproduced published pharmacokinetics and biomarker response data from anti-BCMA and anti-GPRC5D CAR T-cell therapies. We then validated the model using clinical biomarker data from a total of 29 real-world RRMM patients treated with commercial anti-BCMA CAR T. Virtual trial simulations, exploring the impact of variable baseline disease and CAR T characteristics on response, predicted that factors associated with worse outcomes are intrinsic to tumor cells (disease burden, low-antigen expression) and CAR T cells (low CAR T-induced killing rate). Interestingly, simulations suggested that a lower baseline percentage of normal plasma cells is associated with higher overall response. The developed model was also used to predict the outcome of BCMA-targeted and GPRC5D-targeted combination CAR T-cell treatment. Sequential combination therapy simulations predicted a better response in scenarios starting with anti-GPRC5D CAR T infusion, followed by anti-BCMA CAR T infusion. Our model can serve as a framework to investigate response mechanisms as well as multi-antigen targeting, and to optimize clinical trial design and dosing regimens.
Authors
- Andrzej M. Kierzek (ORCID: https://orcid.org/0000-0002-2605-9057)
- Tasmin Farzana
- Vijayalakshmi Chelliah (ORCID: https://orcid.org/0000-0002-2618-283X)
- Sham Mailankody (ORCID: https://orcid.org/0000-0002-2815-9561)
- Piet H. van der Graaf (ORCID: https://orcid.org/0000-0003-1314-3484)
- Eric M. Jurgens
- Vasiliki Kostiou
Institutions
- Cincinnati Children's Hospital Medical Center (US)
- Memorial Sloan Kettering Cancer Center (US)
- University of Surrey (GB)
- Centre for Human Drug Research (NL)
- Sheffield Industrial Museums Trust (GB)
Publication Details
- Journal
- Clinical Pharmacology & Therapeutics
- Published
- 2026-06-27
- DOI
- https://doi.org/10.1002/cpt.70378
- Primary Topic
- CAR-T cell therapy research
- Type
- article
- Field-Weighted Citation Impact
- 0.00