石河子大学学报(自然科学版)2024,Vol.42Issue(6) :786-792.DOI:10.13880/j.cnki.65-1174/n.2024.23.035

考虑抑制剂作用的阿尔茨海默病最优控制模型分析

Analysis of optimal control model for Alzheimer's disease considering the role of inhibitors

董明岩 张永鑫 罗建锋
石河子大学学报(自然科学版)2024,Vol.42Issue(6) :786-792.DOI:10.13880/j.cnki.65-1174/n.2024.23.035

考虑抑制剂作用的阿尔茨海默病最优控制模型分析

Analysis of optimal control model for Alzheimer's disease considering the role of inhibitors

董明岩 1张永鑫 1罗建锋1
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作者信息

  • 1. 中北大学数学学院,山西 太原 030051
  • 折叠

摘要

阿尔茨海默病的主要病理特征是脑内β淀粉样蛋白斑块沉积及Ca2+稳态失衡.为此,不同的抑制剂被研发出来用于抑制β淀粉样蛋白和Ca2+的浓度,以期减缓阿尔茨海默病的疾病进程.本文基于Ca2+与β淀粉样蛋白之间的相互作用,构建并分析了一个考虑抑制剂作用的最优控制模型.首先,从理论层面给出了系统出现双稳现象的阈值条件;其次,利用Pontryagin极小值原理求得最优控制策略;最后,基于数值模拟结果探究不同控制策略的作用效果.研究结果表明相比较于单一类型抑制剂的使用,β淀粉样蛋白抑制剂和Ca2+抑制剂的联合作用能够有效地降低β淀粉样蛋白水平,进而控制疾病进程.

Abstract

The main pathological characteristics of Alzheimer's disease are the deposition of β-amyloid plaques in the brain and an im-balance of Ca2+homeostasis.For this reason,several inhibitors have been developed to lower β-amyloid and Ca2+concentrations with the aim of slowing down the disease process in Alzheimer's disease.In this paper,based on the interaction between Ca2+and β-amy-loid,an optimal control model considering the effect of inhibitors is constructed and analyzed.First,the threshold conditions for the oc-currence of bistability in the system are given from the theoretical level;next,the Pontryagin Minimum Principle is used to find the op-timal control strategy;and last,the effects of different control strategies are investigated based on numerical simulation results.The re-sults showed that,in contrast to the use of a single type of inhibitor,the combination of β-amyloid inhibitor and Ca2+inhibitor can ef-fectively reduce the level of β-amyloid,thus controlling the disease process.

关键词

Ca2+/β淀粉样蛋白/双稳态/抑制剂/最优控制

Key words

Ca2+/β-amyloid/bistable state/inhibitor/optimal control

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出版年

2024
石河子大学学报(自然科学版)
石河子大学

石河子大学学报(自然科学版)

CSTPCD北大核心
影响因子:0.662
ISSN:1007-7383
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