Journal Article

Modeling long-term tumor growth and kill after combinations of radiation and radiosensitizing agents

Lignet, Floriane, Gabrielsson, Johan, Zimmermann, Astrid, Almquist, Joachim, Jirstrand, Mats, Cardilin, Tim, Samer El Bawab

2019

Overview

PurposeRadiation therapy, whether given alone or in combination with chemical agents, is one of the cornerstones of oncology. We develop a quantitative model that describes tumor growth during and after treatment with radiation and radiosensitizing agents. The model also describes long-term treatment effects including tumor regrowth and eradication.MethodsWe challenge the model with data from a xenograft study using a clinically relevant administration schedule and use a mixed-effects approach for model-fitting. We use the calibrated model to predict exposure combinations that result in tumor eradication using Tumor Static Exposure (TSE).ResultsThe model is able to adequately describe data from all treatment groups, with the parameter estimates taking biologically reasonable values. Using TSE, we predict the total radiation dose necessary for tumor eradication to be 110 Gy, which is reduced to 80 or 30 Gy with co-administration of 25 or 100 mg kg−1 of a radiosensitizer. TSE is also explored via a heat map of different growth and shrinkage rates. Finally, we discuss the translational potential of the model and TSE concept to humans.ConclusionsThe new model is capable of describing different tumor dynamics including tumor eradication and tumor regrowth with different rates, and can be calibrated using data from standard xenograft experiments. TSE and related concepts can be used to predict tumor shrinkage and eradication, and have the potential to guide new experiments and support translations from animals to humans.

• Publisher: Springer Nature B.V
• Subject: Eradication / Oncology / Radiation therapy / Radiosensitizers / Xenografts