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Published on: June 12, 2019
Mathematical modeling of atherogenesis: Atheroprotective role of HDL
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. Mathematical analysis reveals three stable states: no inflammation, stable plaques, and vulnerable plaques, influenced by key biological factors.
Area of Science:
- Cardiovascular Disease Research
- Mathematical Biology
- Inflammation Studies
Background:
- Atherosclerosis is a chronic inflammatory disease causing arterial hardening due to plaque buildup.
- Understanding the dynamics of inflammation in atherosclerosis is crucial for disease management.
Purpose of the Study:
- To develop and analyze a mathematical model of the inflammatory process in atherosclerosis.
- To investigate the role of immune cells, cytokines, and lipoproteins in atherogenesis.
- To explore the impact of high-density lipoprotein (HDL) on plaque formation.
Main Methods:
- Formulation of a mathematical model using three coupled partial differential equations (reaction-diffusion type).
- Stability analysis of the kinetic system to identify equilibrium states.
- Investigation of traveling wave solutions and numerical simulations.
- Development of a risk map based on HDL prevalence.
Main Results:
- The model predicts three stable states: no inflammation, stabilized inflammation (stable plaque), and advanced inflammation (vulnerable plaque).
- Inflammation propagates within the arterial intima as a traveling wave.
- High-density lipoprotein (HDL) levels influence atherosclerotic plaque formation risk.
Conclusions:
- The mathematical model provides insights into the progression of atherosclerosis and plaque stability.
- The findings elucidate the spatio-temporal dynamics of inflammation in atherogenesis.
- The study offers a generalized understanding of the interplay between key factors in cardiovascular disease.
Abstract:
Atherosclerosis is a chronic inflammatory cardiovascular disease in which arteries harden through the build-up of plaques. This work is devoted to the mathematical modeling and analysis of the inflammatory process of atherosclerosis. We propose a mathematical model formed by three coupled partial differential equations of reaction-diffusion type. We take into account three key-role players: the inflammatory immune cells, the inflammatory cytokines and the oxidized low density lipoproteins. A stability analysis of the kinetic system is performed. It leads to the presence of three stable fixed points relevant to appropriate biological states of atherogenesis; no inflammation, stabilized inflammation (stable plaque) and advanced inflammation (vulnerable plaque). The cases that may occur are subject to the variation of the parameters values. A detailed discussion showing how the model fits the biological phenomena is then established. We investigate as well the existence of solutions of traveling waves type along with numerical simulations that show the wave propagation in different cases. This shows that the inflammatory process propagates inside the intima as a traveling wave. Then, we consider the effect of high density lipoprotein (HDL) on the atherosclerotic plaque formation. To do that, we elaborate a map that determines the level of risk of plaque formation with respect to the prevalence of HDL in the blood. These results confirm but also generalize previous results published in the literature. They also give a deeper understanding to the propagation of the inflammation inside the artery in terms of the interplay among the different main players in the whole process.
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