淀粉样β斑块生长的数值和分析模拟

IF 1.7 4区 医学 Q4 BIOPHYSICS Journal of Biomechanical Engineering-Transactions of the Asme Pub Date : 2024-06-01 DOI:10.1115/1.4064969
Andrey V Kuznetsov
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引用次数: 0

摘要

该研究采用数值和分析方法计算淀粉样β(Aβ)斑块随时间变化的半径。据作者所知,这项研究首次提出了模拟 Aβ 斑块生长的模型。研究结果表明,如果 Aβ 单体降解机制失灵,斑块在生长 20 年后直径可达到 50 μm。数学模型采用芬克-瓦茨基(Finke-Watzky)模型,纳入了成核和自催化生长过程。对由此产生的常微分方程系统进行了数值求解,并对 Aβ 单体半衰期无限长的简化情况找到了解析解。假设 Aβ 聚集体粘在一起,并使用斑块之间的距离作为模型的输入参数,就可以根据 Aβ 聚集体的浓度计算出斑块半径。由此产生了 "立方根假说",即 Aβ 斑块的大小与时间的立方根成比例增加。这一假说有助于解释为什么较大的斑块生长速度较慢。此外,研究结果表明,斑块大小与 Aβ 斑块聚集的动力学常数无关,这表明 Aβ 斑块聚集的动力学并不是斑块生长的限制因素。相反,斑块生长速度受到 Aβ 单体产生和降解速度的限制。
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Numerical and Analytical Simulation of the Growth of Amyloid-β Plaques.

Numerical and analytical solutions were employed to calculate the radius of an amyloid-β (Aβ) plaque over time. To the author's knowledge, this study presents the first model simulating the growth of Aβ plaques. Findings indicate that the plaque can attain a diameter of 50 μm after 20 years of growth, provided the Aβ monomer degradation machinery is malfunctioning. A mathematical model incorporates nucleation and autocatalytic growth processes using the Finke-Watzky model. The resulting system of ordinary differential equations was solved numerically, and for the simplified case of infinitely long Aβ monomer half-life, an analytical solution was found. Assuming that Aβ aggregates stick together and using the distance between the plaques as an input parameter of the model, it was possible to calculate the plaque radius from the concentration of Aβ aggregates. This led to the "cube root hypothesis," positing that Aβ plaque size increases proportionally to the cube root of time. This hypothesis helps explain why larger plaques grow more slowly. Furthermore, the obtained results suggest that the plaque size is independent of the kinetic constants governing Aβ plaque agglomeration, indicating that the kinetics of Aβ plaque agglomeration is not a limiting factor for plaque growth. Instead, the plaque growth rate is limited by the rates of Aβ monomer production and degradation.

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来源期刊
CiteScore
3.40
自引率
5.90%
发文量
169
审稿时长
4-8 weeks
期刊介绍: Artificial Organs and Prostheses; Bioinstrumentation and Measurements; Bioheat Transfer; Biomaterials; Biomechanics; Bioprocess Engineering; Cellular Mechanics; Design and Control of Biological Systems; Physiological Systems.
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