Mathematical modeling of glioma invasion and therapy approaches via kinetic theory of active particles

Author:

Conte Martina1,Dzierma Yvonne2,Knobe Sven2,Surulescu Christina3

Affiliation:

1. Department of Mathematical Sciences “G. L. Lagrange”, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy

2. Department of Radiotherapy and Radiation Oncology, Saarland University Medical Centre, Kirrberger Straße Geb. 6.5, 66421 Homburg/Saarland, Germany

3. Felix-Klein-Zentrum für Mathematik, Technische Universität Kaiserslautern, Paul-Ehrlich-Straße 31, 67663 Kaiserslautern, Germany

Abstract

A multiscale model for glioma spread in brain tissue under the influence of vascularization and vascular endothelial growth factors is proposed. It accounts for the interplay between the different components of the neoplasm and the healthy tissue and it investigates and compares various therapy approaches. Precisely, these involve radiotherapy and chemotherapy in a concurrent or adjuvant manner together with anti-angiogenic therapy affecting the vascular component of the system. We assess tumor growth and spread on the basis of diffusion tensor imaging (DTI) data, which allows us to reconstruct a realistic brain geometry and tissue structure, and we apply our model to real glioma patient data. In this latter case, a space-dependent radiotherapy description is considered using data about the corresponding isodose curves.

Funder

Ministry of Education, Universities and Research, through the MIUR grant Dipartimento di Eccellenza

the MINECO-Feder

European Union's Horizon research and innovation program under the Marie Sk lodowska-Curie

Federal Ministry of Education and Research BMBF

Publisher

World Scientific Pub Co Pte Ltd

Subject

Applied Mathematics,Modeling and Simulation

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