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Updated: Aug 6, 2025

A Mouse Model for Pathogen-induced Chronic Inflammation at Local and Systemic Sites
Published on: August 8, 2014
Effect of permeability on the initiation of Atherosclerosis modeled as an inflammatory process
1Department of Computer Science and Mathematics, Lebanese American University, P.O. Box: 36, Byblos, Lebanon.
Insights
This study models atherosclerosis inflammation using partial differential equations, revealing how endothelial permeability dictates disease progression. High permeability promotes chronic inflammation, while low permeability indicates a disease-free state.
Area of Science:
- Mathematical Biology
- Computational Medicine
- Biophysics
Background:
- Atherosclerosis is a chronic inflammatory disease.
- Key factors include lipoproteins, immune cells, and cytokines.
- Endothelial permeability plays a critical role in disease initiation and progression.
Purpose of the Study:
- To develop a mathematical model analyzing the inflammatory stage of atherosclerosis.
- To investigate the role of endothelial permeability in disease dynamics.
- To provide a biological interpretation of mathematical findings.
Main Methods:
- Partial differential equations were used to model the system.
- Stability analysis of kinetic system fixed points was performed.
- Existence of traveling wave solutions was proven.
- Numerical simulations were conducted.
Main Results:
- Three disease states correlate with endothelial permeability: low (disease-free), intermediate (potential chronic inflammation), and high (chronic inflammation initiation).
- Wave propagation models chronic inflammatory reactions.
- Endothelial permeability threshold determines disease progression.
Conclusions:
- Mathematical modeling provides insights into atherosclerosis pathogenesis.
- Endothelial permeability is a critical determinant of inflammatory response in atherosclerosis.
- The model predicts distinct disease states based on permeability levels.
Abstract:
This work presents a mathematical model, based on partial differential equations, that analyzes the inflammatory stage of atherosclerosis. Four leading players are taken into consideration: Low Density Lipoproteins, oxidized Low Density Lipoproteins, immune cells and the inflammatory cytokines. In addition to this, the permeability of the endothelial layer is taken into account in the model. A stability analysis of the fixed points of the kinetic system is presented in details followed by the proof of existence of traveling wave solutions of the system of partial differential equations. The mathematical analysis leads to a biological interpretation. We distinguish three main cases of the disease state that correlate with the permeability of the endothelial layer. In fact, having a low permeability indicates the disease free state since no chronic inflammatory reaction occurs due to the non initiation of the inflammation. With intermediate permeability, a wave propagation corresponding to a chronic inflammatory reaction might occur whether the initial perturbation overcomes a threshold or not. With high permeability, even a small perturbation of the disease free state leads to a chronic inflammatory reaction represented by a wave propagation. We perform numerical simulations of the solutions to illustrate the biological results.
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