A spatial multiscale mathematical model of Plasmodium vivax transmission.

IF 2.2 4区 数学 Q2 BIOLOGY Journal of Mathematical Biology Pub Date : 2024-12-24 DOI:10.1007/s00285-024-02166-w
Shoshana Elgart, Mark B Flegg, Somya Mehra, Jennifer A Flegg
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Abstract

The epidemiological behavior of Plasmodium vivax malaria occurs across spatial scales including within-host, population, and metapopulation levels. On the within-host scale, P. vivax sporozoites inoculated in a host may form latent hypnozoites, the activation of which drives secondary infections and accounts for a large proportion of P. vivax illness; on the metapopulation level, the coupled human-vector dynamics characteristic of the population level are further complicated by the migration of human populations across patches with different malaria forces of (re-)infection. To explore the interplay of all three scales in a single two-patch model of Plasmodium vivax dynamics, we construct and study a system of eight integro-differential equations with periodic forcing (arising from the single-frequency sinusoidal movement of a human sub-population). Under the numerically-informed ansatz that the limiting solutions to the system are closely bounded by sinusoidal ones for certain regions of parameter space, we derive a single nonlinear equation from which all approximate limiting solutions may be drawn, and devise necessary and sufficient conditions for the equation to have only a disease-free solution. Our results illustrate the impact of movement on P. vivax transmission and suggest a need to focus vector control efforts on forest mosquito populations. The three-scale model introduced here provides a more comprehensive framework for studying the clinical, behavioral, and geographical factors underlying P. vivax malaria endemicity.

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间日疟原虫传播的空间多尺度数学模型。
间日疟的流行病学行为跨越空间尺度,包括宿主内、种群和超种群水平。在宿主内,间日疟原虫孢子子在宿主内接种可形成潜伏的催眠子,其激活可驱动继发感染,占间日疟原虫疾病的很大比例;在元种群水平上,种群在具有不同疟疾(再)感染力的斑块间的迁移使种群水平的人病媒耦合动力学特征进一步复杂化。为了在间日疟原虫动力学的单一双斑块模型中探索所有三个尺度的相互作用,我们构建并研究了具有周期强迫(由人类亚种群的单频正弦运动引起)的八个积分微分方程系统。在参数空间的某些区域,系统的极限解与正弦解紧密有界的数值条件下,我们导出了一个单一的非线性方程,该方程可以得到所有的近似极限解,并给出了方程只有无病解的充分必要条件。我们的研究结果说明了运动对间日疟原虫传播的影响,并建议将媒介控制工作重点放在森林蚊子种群上。本文介绍的三尺度模型为研究间日疟原虫疟疾流行的临床、行为和地理因素提供了一个更全面的框架。
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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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