Hypoxic Cell Waves around Necrotic Cores in Glioblastoma: A Biomathematical Model and its Therapeutic Implications
Alicia Mart\'inez-Gonz\'alez (1), Gabriel F. Calvo (2), Luis A., P\'erez Romasanta (3), V\'ictor M. P\'erez-Garc\'ia (1) ((1) Departamento, de Matem\'aticas, E. T. S. I. Industriales, Instituto de Matem\'atica, Aplicada a la Ciencia y la Ingenier\'ia

TL;DR
This paper introduces a biomathematical model of glioblastoma that explains the formation of pseudopalisades and suggests that maintaining tumor microvessels could slow tumor invasion, offering potential therapeutic strategies.
Contribution
A novel mathematical model capturing tumor cell migration, necrosis, and oxygen dynamics, explaining pseudopalisade formation and proposing vessel preservation as a therapy.
Findings
Model reproduces pseudopalisade patterns
Preventing vessel collapse slows tumor invasion
Tumor cell waves driven by hypoxia-induced migration
Abstract
Glioblastoma is a rapidly evolving high-grade astrocytoma that is distinguished pathologically from lower grade gliomas by the presence of necrosis and microvascular hiperplasia. Necrotic areas are typically surrounded by hypercellular regions known as "pseudopalisades" originated by local tumor vessel occlusions that induce collective cellular migration events. This leads to the formation of waves of tumor cells actively migrating away from central hypoxia. We present a mathematical model that incorporates the interplay among two tumor cell phenotypes, a necrotic core and the oxygen distribution. Our simulations reveal the formation of a traveling wave of tumor cells that reproduces the observed histologic patterns of pseudopalisades. Additional simulations of the model equations show that preventing the collapse of tumor microvessels leads to slower glioma invasion, a fact that might…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMathematical Biology Tumor Growth · Cancer, Hypoxia, and Metabolism · Glioma Diagnosis and Treatment
