Mathematical model and analysis for within-host dynamics of the malaria parasite infection with optimal control strategies

Q3 Mathematics
Jemal Muhammed Ahmed , Getachew Teshome Tilahun , Shambel Tedesse Degefa
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Abstract

This study develops and analyzes the within-host dynamics of malaria parasite infection with optimal control strategies. We considered both the blood and liver stages of the malaria infection, taking into account the immunological response against the infection. The basic reproduction number, which indicates the potential spread of the parasite is evaluated. The parasite-free equilibrium point is locally and globally asymptotically stable when the basic reproduction is less than a unit. Sensitivity analysis reveals that the invention rate of red blood cells and the average number of merozoites per rupture infected red blood cell are the most influential parameters of the model. Furthermore, to investigate the most effective measurement of malaria parasite infection, we performed the optimal control strategies. The pre-erythrocytic vaccine, blood-stage vaccine, primary tissue schizontocides, blood schizontocides, and gametocytocidal drugs are incorporated as control measures. The controls are implemented to minimize the infected hepatocytes, infected red blood cells, gametocytes, and merozoites in the human host, as well as the associated costs. Pontryagin’s Minimum Principle is applied to establish optimal control strategies against infected red blood cells, infected hepatocytes, and malaria parasites. Several simulation situations are conducted to assess the analytical results and determine the effective control intervention measures. The results indicate that administering all four controls simultaneously would eradicate the prevalence of malaria infection in the human host.

疟原虫感染宿主内动态数学模型和分析与优化控制策略
本研究利用最优控制策略开发并分析了疟原虫感染的宿主内动态。我们考虑了疟疾感染的血液和肝脏两个阶段,同时考虑了针对感染的免疫反应。基本繁殖数表明寄生虫的潜在传播能力,我们对其进行了评估。当基本繁殖数小于一个单位时,无寄生虫平衡点在局部和全局上都是渐近稳定的。敏感性分析表明,红细胞的发明率和每个破裂感染红细胞的平均子虫数量是模型中影响最大的参数。此外,为了研究最有效的疟原虫感染测量方法,我们采用了最优控制策略。红细胞前疫苗、血期疫苗、初级组织裂殖体杀虫剂、血液裂殖体杀虫剂和杀配子体药物被纳入控制措施。实施这些控制措施的目的是最大限度地减少人类宿主体内受感染的肝细胞、受感染的红细胞、配子细胞和裂殖子,并降低相关成本。庞特里亚金最小原则被用于建立针对受感染红细胞、受感染肝细胞和疟原虫的最佳控制策略。通过几种模拟情况来评估分析结果,并确定有效的控制干预措施。结果表明,同时实施所有四种控制措施将根除人类宿主的疟疾感染率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Results in Control and Optimization
Results in Control and Optimization Mathematics-Control and Optimization
CiteScore
3.00
自引率
0.00%
发文量
51
审稿时长
91 days
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