Non-Homogeneous Reaction-Diffusion Models of Tumour Growth

No Thumbnail Available

Date

2025

Journal Title

Journal ISSN

Volume Title

Publisher

Saudi Digital Library

Abstract

This thesis develops and analyzes non-homogeneous reaction–diffusion models to investigate the growth and treatment dynamics of glioblastoma, an aggressive and highly invasive primary brain tumor. The work incorporates spatially varying diffusion, anisotropic migration informed by white matter structures, and logistic proliferation to capture realistic tumor behavior. A series of one- and two-dimensional numerical simulations were performed to examine baseline tumor progression and to evaluate the effectiveness of several therapeutic strategies, including chemotherapy, immunotherapy, surgical resection, and combined multi-modal protocols. The results demonstrate that treatment outcomes are highly sensitive to spatial heterogeneity, diffusion anisotropy, and timing of interventions. Integrated treatment strategies generally provide the greatest reduction in tumor burden, delay tumor recurrence, and slow propagation speed. This study highlights the importance of spatially informed mathematical modeling in understanding glioblastoma progression and optimizing treatment approaches.

Description

This thesis provides a comprehensive mathematical investigation of glioblastoma growth using non-homogeneous and anisotropic reaction–diffusion models. It includes one- and two-dimensional simulations, multi-modal treatment strategies (chemotherapy, immunotherapy, and surgical resection), and detailed numerical analyses. The work aims to enhance understanding of tumor invasion patterns and contribute to the development of more effective treatment protocols. The thesis also includes MATLAB codes, figures, and full documentation of all simulation procedures.

Keywords

Reaction–Diffusion Models, Tumor Growth, Glioblastoma, Mathematical Oncology, Anisotropic Diffusion, Numerical Simulation, Optimal Control, Immunotherapy, Chemotherapy, Surgical Resection

Citation

Almuyid, A. (2025). Non-Homogeneous Reaction-Diffusion Models of Tumour Growth. PhD Thesis, Swansea University.

Endorsement

Review

Supplemented By

Referenced By

Copyright owned by the Saudi Digital Library (SDL) © 2026