Multiphase modelling of glioma pseudopalisading under acidosis
Pawan Kumar, Christina Surulescu, Anna Zhigun

TL;DR
This paper introduces a multiphase model for glioma pseudopalisade patterning influenced by acidosis, incorporating multiple tissue phases and acidity dynamics, with analysis and numerical simulations demonstrating pattern formation.
Contribution
It presents a novel multiphase modeling framework for glioma under acidosis, capable of higher-dimensional analysis with fewer restrictions than previous models.
Findings
Patterns typical for high-grade gliomas are reproduced.
The model's existence of weak solutions is established.
Numerical simulations illustrate pattern formation behavior.
Abstract
We propose a multiphase modeling approach to describe glioma pseudopalisade patterning under the influence of acidosis. The phases considered at the model onset are glioma, normal tissue, necrotic matter, and interstitial fluid in a void-free volume with acidity represented by proton concentration. We start from mass and momentum balance to characterize the respective volume fractions and deduce reaction-cross diffusion equations for the space-time evolution of glioma, normal tissue, and necrosis. These are supplemented with a reaction-diffusion equation for the acidity dynamics and lead to formation of patterns which are typical for high grade gliomas. Unlike previous works, our deduction also works in higher dimensions and involves less restrictions. We also investigate the existence of weak solutions to the obtained system of equations and perform numerical simulations to illustrate…
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
MethodsDiffusion
