Quantitative Insights into CAR-T Cell Therapy: The Interplay of Dose, Dosing Regimen, Proliferation and Tumour Elimination
Abstract
Chimeric antigen receptor (CAR)-T cell therapy marks a significant advance for patients with B-cell acute lymphoblastic leukemia. Clinically, CAR-T cell doses are precisely calculated based on the patient’s weight, especially for paediatric patients. Patients with higher tumour burdens at the start of CAR-T therapy are less likely to both attain and maintain a deep response compared to those with lower tumour burdens. To quantitatively investigate how CAR-T cell dose, dosing regimen and tumour burden jointly determine therapy outcomes, we developed a family of mathematical models. We first analysed flow cytometry-based killing assay data testing RAJI-19 cells against CAR-T cells, and found that CAR-T cell lysing efficiency increases but saturates with further increases of both RAJI-19 cells and CAR-T cells. This interaction leads to bistable RAJI-19 cell kinetics; specifically, low tumour burdens are effectively inhibited, while high tumour burdens remain refractory. Our models predict that high CAR-T cell proliferation inhibit RAJI-19 cell kinetics independent of dosing regimens. However, with fixed total dose, single-dose infusion provides superior outcomes when proliferation is low. The predicted bistable CAR-T cell concentration interval matches with observed post-infusion CAR-T cell concentrations. Our findings offer a potential mechanistic explanation for observed variations in therapy outcomes and inform personalized CAR-T cell therapy.
Related articles
Related articles are currently not available for this article.