On the effect of remyelination in a mathematical model of multiple sclerosis

Q2 Agricultural and Biological Sciences Biomath Pub Date : 2023-10-31 DOI:10.55630/j.biomath.2023.09.267
Georgi Bazlyankov, Tihomir Ivanov
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Abstract

In the present work, we consider a mathematical model of multiple sclerosis, extending a model, known in the literature, so that it can account for the process of remyelination. Our model comprises of a reaction-diffusion-chemotaxis system of partial differential equations with a time delay. As a first approximation, we consider the model under the assumption of radial symmetry, which is consistent, e.g., with Baló's concentric disease. We conduct numerical experiments in order to study the effect of the remyelination strength on the disease progression. Furthermore, we show that the modified model has greatly enriched dynamics, which is capable of describing qualitatively different types of multiple sclerosis (according to classical classifications of the disease progression) as well as giving a better agreement with experimental data.
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多发性硬化症数学模型中髓鞘再生的影响
在目前的工作中,我们考虑了多发性硬化症的数学模型,扩展了文献中已知的模型,以便它可以解释髓鞘再生的过程。我们的模型包括一个反应-扩散-趋化的时滞偏微分方程组。作为第一个近似,我们在径向对称的假设下考虑模型,这是一致的,例如,Baló's同心圆病。为了研究髓鞘再生强度对疾病进展的影响,我们进行了数值实验。此外,我们表明修改后的模型大大丰富了动力学,能够定性地描述不同类型的多发性硬化症(根据疾病进展的经典分类),并与实验数据更好地吻合。
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来源期刊
Biomath
Biomath Agricultural and Biological Sciences-Agricultural and Biological Sciences (miscellaneous)
CiteScore
2.20
自引率
0.00%
发文量
6
审稿时长
20 weeks
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