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早期动脉粥样硬化数学模型中的分叉与动力学:急性炎症如何驱动病变发展。

Bifurcation and dynamics in a mathematical model of early atherosclerosis: How acute inflammation drives lesion development.

作者信息

Chalmers Alexander D, Cohen Anna, Bursill Christina A, Myerscough Mary R

机构信息

The University of Sydney, Camperdown, NSW, 2006, Australia.

Heart Research Institute, 7 Eliza Street, Newtown, NSW, 2042, Australia.

出版信息

J Math Biol. 2015 Dec;71(6-7):1451-80. doi: 10.1007/s00285-015-0864-5. Epub 2015 Mar 3.

Abstract

We present here a mathematical model describing the primary mechanisms that drive the early stages of atherosclerosis. This involves the interactions between modified low density lipoprotein (LDL), monocytes/macrophages, cytokines and foam cells. This model suggests that there is an initial inflammatory phase associated with atherosclerotic lesion development and a longer, quasi-static process of plaque development inside the arterial wall that follows the initial transient. We will show results that show how different LDL concentrations in the blood stream and different immune responses can affect the development of a plaque. Through numerical bifurcation analysis, we show the existence of a fold bifurcation when the flux of LDL from the blood is sufficiently high. By analysing the model presented in this paper, we gain a greater insight into this inflammatory response qualitatively and quantitatively.

摘要

我们在此展示一个数学模型,该模型描述了驱动动脉粥样硬化早期阶段的主要机制。这涉及到修饰的低密度脂蛋白(LDL)、单核细胞/巨噬细胞、细胞因子和泡沫细胞之间的相互作用。该模型表明,动脉粥样硬化病变发展存在一个初始炎症阶段,以及在初始短暂阶段之后,动脉壁内斑块发展的一个较长的准静态过程。我们将展示结果,说明血流中不同的LDL浓度和不同的免疫反应如何影响斑块的发展。通过数值分岔分析,我们表明当来自血液的LDL通量足够高时,存在一个折叠分岔。通过分析本文提出的模型,我们在定性和定量方面对这种炎症反应有了更深入的了解。

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