Conservation Law Analysis in Numerical Schema for a Tumor Angiogenesis PDE System

Tumor angiogenesis, the formation of new blood vessels from pre-existing vasculature, is a crucial process in cancer growth and metastasis. Mathematical modeling through partial differential equations helps to understand this complex biological phenomenon. Here, we provide a conservation properties analysis in a tumor angiogenesis model describing the evolution of endothelial cells, proteases, inhibitors, and extracellular matrix. The adopted approach introduces a numerical framework that combines spatial and time discretization techniques. Here, we focus on maintaining solution accuracy while preserving physical quantities during the simulation process. The method achieved second-order accuracy in both space and time discretizations, with conservation errors showing consistent convergence as the mesh was refined. The numerical schema demonstrates stable wave propagation patterns, in agreement with experimental observations. Numerical experiments validate the approach and demonstrate its reliability for long-term angiogenesis simulations.

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Publication Details

Journal
Mathematics
Published
2024-12-25
DOI
https://doi.org/10.3390/math13010028
Citations
6
Primary Topic
Electron Spin Resonance Studies
Type
article
Field-Weighted Citation Impact
3.97

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article

Conservation Law Analysis in Numerical Schema for a Tumor Angiogenesis PDE System

Livia Marcellino, Pasquale De Luca
6 citations
Mathematics
Electron Spin Resonance Studies
3.97
article

Conservation Law Analysis in Numerical Schema for a Tumor Angiogenesis PDE System

Livia Marcellino, Pasquale De Luca
article en
6 citations

Abstract

Tumor angiogenesis, the formation of new blood vessels from pre-existing vasculature, is a crucial process in cancer growth and metastasis. Mathematical modeling through partial differential equations helps to understand this complex biological phenomenon. Here, we provide a conservation properties analysis in a tumor angiogenesis model describing the evolution of endothelial cells, proteases, inhibitors, and extracellular matrix. The adopted approach introduces a numerical framework that combines spatial and time discretization techniques. Here, we focus on maintaining solution accuracy while preserving physical quantities during the simulation process. The method achieved second-order accuracy in both space and time discretizations, with conservation errors showing consistent convergence as the mesh was refined. The numerical schema demonstrates stable wave propagation patterns, in agreement with experimental observations. Numerical experiments validate the approach and demonstrate its reliability for long-term angiogenesis simulations.

MathematicsVol. 13(1)
Parthenope University of Naples (IT)
Istituto Nazionale di Alta Matematica "Francesco Severi", Gruppo Nazionale per il Calcolo Scientifico
Life in Land
Openalex Percentile: Top 7%
Electron Spin Resonance Studies
3.97
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Conservation Law Analysis in Numerical Schema for a Tumor Angiogenesis PDE System — Livia Marcellino, Pasquale De Luca · Mathematics (2024) | TGRS Research Map | TGRS