12–17 Jul 2026
University of Graz
Europe/Vienna timezone

Spatiotemporal dynamics of tumor - CAR T-cell interaction

MS44-01
16 Jul 2026, 17:00
20m
15.04 - HS (University of Graz)

15.04 - HS

University of Graz

195
Minisymposium Talk Mathematical Oncology Data-Driven Modeling of CAR T-Cell Dynamics in cancer

Speaker

Ivana Bozic (University of Washington)

Description

The success of chimeric antigen receptor (CAR) T-cell therapy in treating hematologic malignancies has generated widespread interest in translating this technology to solid cancers. However, issues like tumor infiltration, the immunosuppressive tumor microenvironment, and tumor heterogeneity limit its efficacy in the solid tumor setting. Recent experimental and clinical studies propose local administration directly into the tumor or at the tumor site to increase CAR T-cell infiltration and improve treatment outcomes. We develop a simplified spatiotemporal model for CAR T-cell treatment of solid tumors and demonstrate that the model can reproduce tumor and CAR T-cell data from small imaging studies of local administration of CAR T cells in mouse models. Our results suggest that locally administered CAR T cells will be most successful against slowly proliferating, highly diffusive tumors. In our simulations, low average tumor cell density is a better predictor of treatment success than total tumor burden or volume doubling time. These findings affirm the clinical observation that CAR T cells will not perform equally across different types of solid tumors, and suggest that measuring tumor density may be helpful when considering the feasibility of CAR T-cell therapy and planning dosages for a particular patient.

Author

Ivana Bozic (University of Washington)

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