基于Holling II型功能反应的疟原虫感染动力学建模与稳定性分析
Dynamic Modeling and Stability Analysis of Plasmodium Infection Based on Holling Type II Functional Response
摘要: 疟疾是由按蚊传播的典型媒介传染病,一直以来是全球公共卫生领域的重大挑战。本文基于生物数学建模理论,构建了带有Holling第II型功能反应函数模型,描述红细胞–染虫红细胞–免疫效应(NETs)三者的动力学行为。我们定性分析了当
时,无病平衡点
全局渐近稳定;当
时,边界平衡点
局部渐近稳定;当
时,正平衡点
局部渐近稳定。本文研究在一定程度上为疟疾防控提供理论支持和实践指导。
Abstract: Malaria, a vector-borne disease transmitted by Anopheles mosquitoes, remains a major global public health concern. Based on the theory of biomathematical modeling, in this study, we develop a dynamic model incorporating Holling type II functional response to characterize interactions among erythrocytes, malaria-infected erythrocytes, and neutrophil extracellular traps (NETs) as immune effectors. We qualitatively analyzed that when
, the disease-free equilibrium point
is globally asymptotically stable; when
, the boundary equilibrium point
is locally asymptotically stable; when
, the positive equilibrium point
is locally asymptotically stable. This study aims to provide theoretical support and practical guidance for malaria control.
参考文献
|
[1]
|
Chang, Z., Jiang, N., Zhang, Y., Lu, H., Yin, J., Wahlgren, M., et al. (2016) The Tatd-Like DNase of Plasmodium Is a Virulence Factor and a Potential Malaria Vaccine Candidate. Nature Communications, 7, Article No. 11537. [Google Scholar] [CrossRef] [PubMed]
|
|
[2]
|
刘建. 疟原虫致病机理数学模型的动力学行为[D]: [硕士学位论文]. 广州: 广州大学, 2018.
|
|
[3]
|
Hetzel, C. and Anderson, R.M. (1996) The Within-Host Cellular Dynamics of Bloodstage Malaria: Theoretical and Experimental Studies. Parasitology, 113, 25-38. [Google Scholar] [CrossRef] [PubMed]
|
|
[4]
|
Johnston, G.L., Gething, P.W., Hay, S.I., Smith, D.L. and Fidock, D.A. (2014) Modeling Within-Host Effects of Drugs on Plasmodium Falciparum Transmission and Prospects for Malaria Elimination. PLOS Computational Biology, 10, e1003434. [Google Scholar] [CrossRef] [PubMed]
|
|
[5]
|
Chiyaka, C., Garira, W. and Dube, S. (2007) Modelling Immune Response and Drug Therapy in Human Malaria Infection. Computational and Mathematical Methods in Medicine, 9, 143-163. [Google Scholar] [CrossRef]
|
|
[6]
|
Li, Y., Ruan, S. and Xiao D. (2011) The Within-Host Dynamics of Malaria Infection with Immune Response. Mathematical Biosciences & Engineering, 8, 999-1018.
|
|
[7]
|
朱启顺, 伍治平. 人体及动物疟原虫[M]. 北京: 高等教育出版社, 2012.
|