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

Data-Driven Modeling of CAR T-Cell Dynamics in cancer

Not scheduled
20m
University of Graz

University of Graz

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

Speakers

Ivana Bozic (University of Washington) LUCIANA RODRIGUES CARVALHO BARROS (Center for Translational Research in Oncology, Hospital das Clínicas Fmusp, Brazil) Philipp Altrock (Cancer Modeling & Evolution UKSH Campus Kiel) Soukaina Sabir (UC3M)

Description

Chimeric Antigen Receptor (CAR) T-cell therapy has emerged as a transformative approach in cancer treatment, particularly for hematological malignancies, and is increasingly explored for solid tumors. Patient responses, however, are highly variable, reflecting the complexity of tumor-immune interactions, antigen heterogeneity, immune exhaustion, and microenvironmental influences.

This minisymposium focuses on mathematical and data-driven modeling approaches that aim to understand, predict, and optimize CAR T-cell therapy. Mechanistic and computational models, informed by clinical and experimental data, provide quantitative insights into tumor and CAR T-cell dynamics, the emergence of resistance, and the factors that influence therapeutic efficacy. By integrating theoretical and empirical perspectives, these models offer guidance for treatment design, biomarker identification, and personalized therapy strategies.

Attendees will gain a comprehensive view of how mathematical and data-driven modeling can support the development and optimization of CAR T-cell therapy, bridging the gap between quantitative theory and clinical application.

Authors

LUCIANA RODRIGUES CARVALHO BARROS (Center for Translational Research in Oncology, Hospital das Clínicas Fmusp, Brazil) Soukaina Sabir (UC3M)

Presentation materials

There are no materials yet.