蜜蜂变形翼病毒变种A和B感染共动力学的数学评估

IF 4.4 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Nafiu Hussaini , Abdullahi Ahmed Yusuf , Adamu Ishaku
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引用次数: 0

摘要

本研究提出了一个数学模型,以评估与变形翼病毒(DWV)变种a和B在蜂巢内的共同动力学感染。该模型通过DWV A子模型和DWV B子模型进行分析。我们的定性分析结果表明,当相应的繁殖数小于1时,每个子模型的无病平衡点是局部渐近稳定的。此外,子模型表现出后向分叉。数值模拟表明,培育抗虫蜜蜂可以减少受感染的幼虫和成虫的数量。该模拟进一步表明,提高蜜蜂的卫生和梳理行为的繁殖效率可能是控制DWV变体和螨种群传播的有效策略。敏感性分析结果表明,DWV- b的传播率、对感染成蜂的成熟率和产卵率是导致DWV感染增加的最重要参数。此外,不确定性分析结果强调,专注于培养蜜蜂的抵抗力、卫生和梳理行为等干预措施可能导致相对较低的繁殖数量。最后,成本效益分析的结果表明,在资源可用的情况下,同时实施所有干预措施(普遍战略)是最具成本效益的。否则,培育蜜蜂的卫生和梳理行为是最具成本效益的策略。然而,实施哪种战略取决于决策者的预算约束。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical assessment of co-dynamics of deformed wing virus variants A and B infections in honeybees
This study presents a mathematical model to assess the co-dynamics of infections with Deformed Wing Virus (DWV) Variants A and B within a honeybee hive. The model is analyzed via submodels, DWV A only and DWV B only. Our qualitative analysis results demonstrate that the disease-free equilibrium of each submodel is locally asymptotically stable when the corresponding reproduction number is below one. In addition, the submodels exhibit backward bifurcation. A numerical simulation shows that breeding bees for resistance reduces the number of infected brood and adults. The simulation further suggests that enhancing the efficiency of breeding bees for hygienic and grooming behavior in bees could be an effective strategy for controlling the spread of both DWV variants and mite populations. The sensitivity analysis results show that the most important parameters that contribute to the generation of more DWV infections are the transmission rate of DWV-B, the rate of maturation to infected adult bees, and the egg-laying rate. Furthermore, the uncertainty analysis result highlights that focusing on interventions like breeding bees for resistance, hygienic, and grooming behavior could lead to a relatively lower reproduction number. Finally, the result obtained from cost-effectiveness analysis suggests that implementing all interventions concurrently (the universal strategy) is the most cost-effective when resources are available. Otherwise, breeding bees for hygiene and grooming behavior is the most cost-effective strategy. However, the choice of which strategy to implement depends on policymakers’ budget constraints.
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来源期刊
Applied Mathematical Modelling
Applied Mathematical Modelling 数学-工程:综合
CiteScore
9.80
自引率
8.00%
发文量
508
审稿时长
43 days
期刊介绍: Applied Mathematical Modelling focuses on research related to the mathematical modelling of engineering and environmental processes, manufacturing, and industrial systems. A significant emerging area of research activity involves multiphysics processes, and contributions in this area are particularly encouraged. This influential publication covers a wide spectrum of subjects including heat transfer, fluid mechanics, CFD, and transport phenomena; solid mechanics and mechanics of metals; electromagnets and MHD; reliability modelling and system optimization; finite volume, finite element, and boundary element procedures; modelling of inventory, industrial, manufacturing and logistics systems for viable decision making; civil engineering systems and structures; mineral and energy resources; relevant software engineering issues associated with CAD and CAE; and materials and metallurgical engineering. Applied Mathematical Modelling is primarily interested in papers developing increased insights into real-world problems through novel mathematical modelling, novel applications or a combination of these. Papers employing existing numerical techniques must demonstrate sufficient novelty in the solution of practical problems. Papers on fuzzy logic in decision-making or purely financial mathematics are normally not considered. Research on fractional differential equations, bifurcation, and numerical methods needs to include practical examples. Population dynamics must solve realistic scenarios. Papers in the area of logistics and business modelling should demonstrate meaningful managerial insight. Submissions with no real-world application will not be considered.
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