A stochastic multi-host model for West Nile virus transmission.

IF 1.8 4区 数学 Q3 ECOLOGY Journal of Biological Dynamics Pub Date : 2024-12-01 Epub Date: 2023-12-28 DOI:10.1080/17513758.2023.2293780
Emily B Horton, Suzanne L Robertson
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Abstract

When initially introduced into a susceptible population, a disease may die out or result in a major outbreak. We present a Continuous-Time Markov Chain model for enzootic WNV transmission between two avian host species and a single vector, and use multitype branching process theory to determine the probability of disease extinction based upon the type of infected individual initially introducing the disease into the population - an exposed vector, infectious vector, or infectious host of either species. We explore how the likelihood of disease extinction depends on the ability of each host species to transmit WNV, vector biting rates on host species, and the relative abundance of host species, as well as vector abundance. Theoretical predictions are compared to the outcome of stochastic simulations. We find the community composition of hosts and vectors, as well as the means of disease introduction, can greatly affect the probability of disease extinction.

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西尼罗河病毒传播的多宿主随机模型。
一种疾病最初传入易感人群时,可能会消亡或导致大规模爆发。我们提出了一个连续时间马尔可夫链模型,该模型适用于两种禽类宿主与单一载体之间的WNV传播,并利用多类型分支过程理论,根据最初将疾病引入种群的感染个体类型(暴露载体、传染性载体或任一物种的传染性宿主)来确定疾病灭绝的概率。我们探讨了疾病灭绝的可能性如何取决于每个宿主物种传播 WNV 的能力、病媒对宿主物种的叮咬率、宿主物种的相对丰度以及病媒丰度。理论预测结果与随机模拟结果进行了比较。我们发现,宿主和病媒的群落组成以及疾病传入的途径会极大地影响疾病灭绝的概率。
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来源期刊
Journal of Biological Dynamics
Journal of Biological Dynamics ECOLOGY-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.90
自引率
3.60%
发文量
28
审稿时长
33 weeks
期刊介绍: Journal of Biological Dynamics, an open access journal, publishes state of the art papers dealing with the analysis of dynamic models that arise from biological processes. The Journal focuses on dynamic phenomena at scales ranging from the level of individual organisms to that of populations, communities, and ecosystems in the fields of ecology and evolutionary biology, population dynamics, epidemiology, immunology, neuroscience, environmental science, and animal behavior. Papers in other areas are acceptable at the editors’ discretion. In addition to papers that analyze original mathematical models and develop new theories and analytic methods, the Journal welcomes papers that connect mathematical modeling and analysis to experimental and observational data. The Journal also publishes short notes, expository and review articles, book reviews and a section on open problems.
期刊最新文献
Modeling and analysis of a multilayer solid tumour with cell physiological age and resource limitations. Optimal control strategies on HIV/AIDS and pneumonia co-infection with mathematical modelling approach. A stochastic multi-host model for West Nile virus transmission. Investigating the impact of vaccine hesitancy on an emerging infectious disease: a mathematical and numerical analysis. Optimal control of a multi-scale HIV-opioid model.
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