Two (consecutive) reductions of the complete Gatenby–Gawlinski model for cancer invasion are proposed in order to investigate the mathematical framework, mainly from a computational perspective. After a brief overview of the full model, we proceed by examining the case of a two-equations-based and one-equation-based reduction, both obtained by means of a quasi-steady-state assumption. We focus on invasion fronts, exploiting a numerical strategy based on a finite volume approximation, and perform corresponding computational simulations to study the sharpness/smoothness of the traveling waves. Then, we employ a space-averaged wave speed estimate—referred to as the LeVeque–Yee formula—to quantitatively approach the propagation phenomenon. Concerning the one-equation-based model, we propose a scalar degenerate reaction-diffusion equation, which proves to be effective in order to qualitatively recover the typical trends arising from the Gatenby–Gawlinski model. Finally, we carry out some numerical tests in a specific case where the analytical solution is available.

Numerical Investigation of Some Reductions for the Gatenby–Gawlinski Model / Mascia, Corrado; Moschetta, Pierfrancesco; Simeoni, Chiara. - In: AXIOMS. - ISSN 2075-1680. - 2024:13(2024), pp. 1-17. [10.3390/axioms13050281]

Numerical Investigation of Some Reductions for the Gatenby–Gawlinski Model

corrado mascia
Primo
;
pierfrancesco moschetta
Secondo
;
chiara simeoni
Ultimo
2024

Abstract

Two (consecutive) reductions of the complete Gatenby–Gawlinski model for cancer invasion are proposed in order to investigate the mathematical framework, mainly from a computational perspective. After a brief overview of the full model, we proceed by examining the case of a two-equations-based and one-equation-based reduction, both obtained by means of a quasi-steady-state assumption. We focus on invasion fronts, exploiting a numerical strategy based on a finite volume approximation, and perform corresponding computational simulations to study the sharpness/smoothness of the traveling waves. Then, we employ a space-averaged wave speed estimate—referred to as the LeVeque–Yee formula—to quantitatively approach the propagation phenomenon. Concerning the one-equation-based model, we propose a scalar degenerate reaction-diffusion equation, which proves to be effective in order to qualitatively recover the typical trends arising from the Gatenby–Gawlinski model. Finally, we carry out some numerical tests in a specific case where the analytical solution is available.
2024
Warburg effect; acid-mediated tumor invasion; reaction-diffusion systems; traveling fronts; wave speed estimate; finite volume method; data analysis
01 Pubblicazione su rivista::01a Articolo in rivista
Numerical Investigation of Some Reductions for the Gatenby–Gawlinski Model / Mascia, Corrado; Moschetta, Pierfrancesco; Simeoni, Chiara. - In: AXIOMS. - ISSN 2075-1680. - 2024:13(2024), pp. 1-17. [10.3390/axioms13050281]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1720583
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