Mathematical Modelling of the Effects of Statins on the Growth of Necrotic Core in Atherosclerotic Plaque

IF 2.6 4区 数学 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Weirui Lei, Ji-wen Hu, Yaxian Xie, Can Liu, Xuekun Chen
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引用次数: 1

Abstract

A large necrotic core increases the risk of atherosclerotic plaque instability. Statins can delay the growth of necrotic core in plaques, but the kinetic mechanism of statins in slowing down the necrotic core has not yet been addressed in detail. In this paper, a mathematical model is governed by a system of advection-diffusion-reaction equations coupling of the porous nature of vessel wall is established and applied to illustrate the plaque growth with lipid-rich necrotic core (LRNC) with and without statins using finite element method. We study the influence of LRNC plaque growth for different drug concentrations at different time intervals. The results showed that the drug use at different time points has a significant impact on the treatment efficacy. Compared with  short-term, low-dose treatment, early statin treatment with high dose showed more pronounced effects on reducing the low-density lipoprotein (LDL) cholesterol, decreasing the volume of necrotic core, changing the characteristics of plaques, and improving the plaque stability. The model is validated by comparing with the clinical data, and may be used to predict the progression of LRNC plaque and the effects of statin therapy.
他汀类药物对动脉粥样硬化斑块坏死核心生长影响的数学模型
大的坏死核心会增加动脉粥样硬化斑块不稳定的风险。他汀类药物可以延缓斑块中坏死核心的生长,但他汀类药物减缓坏死核心的动力学机制尚未得到详细研究。本文建立了一个由平流-扩散反应方程组控制的数学模型,将血管壁多孔性耦合起来,并用有限元方法描述了含有和不含有他汀类药物的富脂坏死核(LRNC)斑块的生长。我们研究了不同药物浓度、不同时间间隔对LRNC斑块生长的影响。结果表明,不同时间点的用药对治疗效果有显著影响。与短期、低剂量治疗相比,早期他汀类药物高剂量治疗在降低低密度脂蛋白胆固醇、减少坏死核心体积、改变斑块特征、提高斑块稳定性方面表现出更显著的效果。该模型通过与临床数据的比较进行了验证,可用于预测LRNC斑块的进展和他汀类药物治疗的效果。
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来源期刊
Mathematical Modelling of Natural Phenomena
Mathematical Modelling of Natural Phenomena MATHEMATICAL & COMPUTATIONAL BIOLOGY-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
CiteScore
5.20
自引率
0.00%
发文量
46
审稿时长
6-12 weeks
期刊介绍: The Mathematical Modelling of Natural Phenomena (MMNP) is an international research journal, which publishes top-level original and review papers, short communications and proceedings on mathematical modelling in biology, medicine, chemistry, physics, and other areas. The scope of the journal is devoted to mathematical modelling with sufficiently advanced model, and the works studying mainly the existence and stability of stationary points of ODE systems are not considered. The scope of the journal also includes applied mathematics and mathematical analysis in the context of its applications to the real world problems. The journal is essentially functioning on the basis of topical issues representing active areas of research. Each topical issue has its own editorial board. The authors are invited to submit papers to the announced issues or to suggest new issues. Journal publishes research articles and reviews within the whole field of mathematical modelling, and it will continue to provide information on the latest trends and developments in this ever-expanding subject.
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