Yang Liu, Fan Meng
School of Mathematics and Statistics, Northeast Normal University, 5268 Renmin Street, Changchun, 130024, Jilin, People's Republic of China.
J Math Biol. 2025 Jan 16;90(2):18. doi: 10.1007/s00285-024-02181-x.
Wild birds are one of the main natural reservoirs for avian influenza viruses, and their migratory behavior significantly influences the transmission of avian influenza. To better describe the migratory behavior of wild birds, a system of reaction-advection-diffusion equations is developed to characterize the interactions among wild birds, poultry, and humans. By the next-generation operator, the basic reproduction number of the model is formulated. Then the threshold dynamic of the model is explored by some techniques including the theory of uniform persistence, internally chain transitive sets, and so on. Subsequently, the sensitivity analysis of parameters associated with the basic reproduction number is implemented. According to the temporal and spatial overlapping relationship between wild blue-winged ducks and poultry in North America, the effect of this relationship on the characteristic of spatial-temporal distribution of the viruses is well studied. Additionally, the risk of virus transmission from wild birds to poultry and humans is evaluated. The main results highlight that the basic reproduction number is more significantly affected by the parameters related to wild birds. Interestingly, the model output regarding the spatial distribution of poultry infections is consistent with the actual findings. Moreover, the risk of virus spillover from wild birds into poultry and humans varies with wild bird behavior and has a more substantial impact on poultry. Throughout this study, the critical risk points in the transmission process are identified, providing a theoretical basis for the prevention and control of avian influenza.
野生鸟类是禽流感病毒的主要自然宿主之一,它们的迁徙行为对禽流感的传播有重大影响。为了更好地描述野生鸟类的迁徙行为,建立了一个反应-对流-扩散方程组来刻画野生鸟类、家禽和人类之间的相互作用。通过下一代算子,给出了模型的基本再生数。然后利用一致持久性理论、内链传递集等技术探讨了模型的阈值动力学。随后,对与基本再生数相关的参数进行了敏感性分析。根据北美野生蓝翅鸭与家禽在时间和空间上的重叠关系,深入研究了这种关系对病毒时空分布特征的影响。此外,还评估了病毒从野生鸟类传播到家禽和人类的风险。主要结果表明,基本再生数受与野生鸟类相关参数的影响更为显著。有趣的是,模型关于家禽感染空间分布的输出与实际发现一致。而且,病毒从野生鸟类溢出到家禽和人类的风险随野生鸟类行为而变化,对家禽的影响更大。在整个研究过程中,确定了传播过程中的关键风险点,为禽流感的防控提供了理论依据。