具有感染年龄和一般发病率的延迟多尺度环境疾病传播模型的复杂动力学

IF 5.6 1区 数学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Miao Wang, Lin Hu, Linfei Nie
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引用次数: 0

摘要

基于环境驱动传染病传播的复杂性,建立了具有免疫延迟、感染年龄、多种传播途径和一般发生率的宿主内感染和宿主间传播耦合的多尺度模型。该模型由常微分方程(ode)、时滞微分方程(DDEs)和偏微分方程(PDE)组成。首先,分析了宿主内模型的动力学特性,包括无感染平衡、免疫灭活平衡、免疫活化感染平衡和Hopf分岔的存在性和稳定性。进一步,在不考虑免疫应答的宿主耦合模型下,得到了基本繁殖数R [0h]、平衡点的存在性和稳定性、后向分叉的存在性和均匀持续性。然后,以具有稳定免疫激活感染平衡的宿主内模型为研究对象,得到了宿主间耦合模型在基本繁殖数R0h下平衡点的存在性和稳定性。此外,当宿主内模型存在稳定周期解时,通过数值模拟确定了宿主间耦合模型无病周期解和正周期解的存在性和稳定性。当满足两个关键因素时,可以实现有效的疾病控制:宿主体内强大的适应性免疫反应,以及抗原暴露后产生免疫成分的最佳缩短潜伏期。最后,采用数值模拟来证实这些主要发现,说明我们模型的实际应用,并提出减轻疾病传播的控制策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Complex dynamics of a delay multi-scale environmental disease transmission model with infection age and general incidence
A multi-scale model coupling within-host infection and between-host transmission with immune delay, infection age, multiple transmission routes and general incidence is developed based on the complexity of environmentally-driven infectious disease transmission. The model is composed of ordinary differential equations (ODEs), delay differential equations (DDEs), and a partial differential equation (PDE). Firstly, the dynamics of the within-host model are analyzed, including the existence and stability of infection-free equilibrium, immunity-inactivated equilibrium, immunity-activated infection equilibrium and Hopf bifurcation. Further, in the context of the coupled between-host model that disregards immune responses, the basic reproduction number R̃0h, the existence and stability of equilibria, the existence of backward bifurcation and the uniform persistence are obtained. And then, focusing on the within-host model with stable immunity-activated infection equilibrium, the results are achieved regarding the basic reproduction number R0h, the existence and stability of equilibria for the coupled between-host model. In addition, when stable periodic solutions exist for the within-host model, the existence and stability of the disease-free and positive periodic solutions for the coupled between-host model are determined by numerical simulations. Effective disease control is achieved when two crucial factors are met: a robust adaptive immune response in the host, coupled with an optimally shortened latency period for generating immune components following antigen exposure. Finally, numerical simulations are employed to substantiate these primary findings, illustrate the practical application of our model and propose control strategies for mitigating disease transmission.
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来源期刊
Chaos Solitons & Fractals
Chaos Solitons & Fractals 物理-数学跨学科应用
CiteScore
13.20
自引率
10.30%
发文量
1087
审稿时长
9 months
期刊介绍: Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.
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