论文标题
轻度动脉粥样硬化的动力学模型:应用数学方面
Dynamical Model of Mild Atherosclerosis: Applied Mathematical Aspects
论文作者
论文摘要
动脉粥样硬化是由于内动脉壁积累而发生的一种慢性炎性疾病。在动脉粥样硬化中,单核细胞和巨噬细胞在控制疾病动力学方面起着重要作用。在本文中,通过非线性普通微分方程的自主系统提出了动脉粥样硬化斑块形成的整个生化过程,该系统涉及氧化氧化的低密度脂蛋白(LDL),单核细胞,巨噬细胞和泡沫细胞的浓度作为关键的相关变量。为了观察单核细胞和巨噬细胞的能力,该模型已使用准稳态近似理论还原为二维时间模型。二维普通微分方程(ODE)模型的线性稳定性分析揭示了系统中平衡点的稳定性。我们已经考虑了与与巨噬细胞吞噬氧化的LDL以及LDL进入内膜相关的速率相关的参数。分叉图揭示了代表单核细胞和巨噬细胞浓度相对于重要模型参数的曲线的振荡性质。我们能够找到斑块积累以无法控制的方式加速的阈值。进一步观察扩散的影响,已经开发了时空模型。偏微分方程(PDE)模型的数值研究揭示了系统中的行驶波的存在,这确保了动脉粥样硬化斑块形成的事实遵循反应 - 扩散波。
Atherosclerosis is a chronic inflammatory disease occurs due to plaque accumulation in the inner artery wall. In atherosclerotic plaque formation monocytes and macrophages play a significant role in controlling the disease dynamics. In the present article, the entire biochemical process of atherosclerotic plaque formation is presented in terms of an autonomous system of nonlinear ordinary differential equations involving concentrations of oxidized low-density lipoprotein (LDL), monocytes, macrophages, and foam cells as the key dependent variables. To observe the capacity of monocytes and macrophages the model has been reduced to a two-dimensional temporal model using quasi steady state approximation theory. Linear stability analysis of the two-dimensional ordinary differential equations (ODEs) model has revealed the stability of the equilibrium points in the system. We have considered both one- and two- parameter bifurcation analysis with respect to parameters associated to the rate at which macrophages phagocytose oxidised LDL and the rate at which LDL enters into the intima. The bifurcation diagrams reveal the oscillating nature of the curves representing concentration of monocytes and macrophages with respect to significant model parameters. We are able to find the threshold values at which the plaque accumulation accelerates in an uncontrollable way. Further to observe the impact of diffusion, a spatiotemporal model has been developed. Numerical investigation of the partial differential equations (PDEs) model reveals the existence of travelling wave in the system which ensures the fact that the development of atherosclerotic plaque formation follows reaction-diffusion wave.