Global Dynamics of a Multiscale Immuno-Cholera Transmission Model With Bacterial Hyperinfectivity on Complex Networks

IF 2.1 3区 数学 Q1 MATHEMATICS, APPLIED
Xinxin Cheng, Yi Wang, Gang Huang
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引用次数: 0

Abstract

The spread of cholera at the population level depends on the immunological characteristics of pathogens at the individual level. In addition, contact heterogeneity among individuals plays a significant role in cholera transmission. In this paper, we construct a multiscale coupled immuno-cholera model considering waning vaccine-induced immunity and hyperinfectious vibrios and utilize a nested approach to bridge within-host vibrio evolution and between-host cholera transmission on complex networks. The basic reproduction numbers R 0 W $$ {R}_0^W $$ and R 0 B $$ {R}_0^B $$ for the within- and between-host models are derived, respectively, and R 0 B $$ {R}_0^B $$ is validated to serve as a sharp threshold between extinction and persistence of cholera. Specifically, the global asymptotic stability of each feasible equilibrium for the between-host system is established by formulating appropriate Lyapunov functionals. Numerical simulations are performed to assess the influences of within-host vibrio dynamics and network topology on between-host cholera transmission dynamics. The results show that the equilibrium level of total infected individuals is a nonmonotonic function of vibrio growth rate, implying that hampering within-host vibrio growth by drug treatment during the outbreak could alter the long-term outcomes of cholera. Furthermore, the heterogeneity of network degree distributions increases the risk of cholera outbreaks, suggesting that isolation and supervision for infected individuals with high degrees are effective measures to prevent and control cholera transmission.

复杂网络上具有细菌高传染性的多尺度免疫-霍乱传播模型的全局动力学
霍乱在人群水平上的传播取决于病原体在个体水平上的免疫特性。此外,个体间接触异质性在霍乱传播中起着重要作用。在本文中,我们构建了一个考虑疫苗诱导免疫减弱和高传染性弧菌的多尺度耦合免疫-霍乱模型,并利用嵌套方法在复杂网络中架起宿主内弧菌进化和宿主间霍乱传播的桥梁。基本复制编号R 0 W $$ {R}_0^W $$和R分别推导出主机内模型和主机间模型的0 B $$ {R}_0^B $$;r0b $$ {R}_0^B $$被证实是霍乱灭绝和持续存在之间的一个明显门槛。具体地说,利用适当的Lyapunov泛函建立了各可行平衡点的全局渐近稳定性。通过数值模拟来评估宿主内弧菌动力学和网络拓扑结构对宿主间霍乱传播动力学的影响。结果表明,总感染个体的平衡水平是弧菌生长速度的非单调函数,这意味着在疫情期间通过药物治疗阻碍宿主内弧菌的生长可能会改变霍乱的长期结果。此外,网络度分布的异质性增加了霍乱暴发的风险,提示对感染程度高的个体进行隔离和监测是预防和控制霍乱传播的有效措施。
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来源期刊
CiteScore
4.90
自引率
6.90%
发文量
798
审稿时长
6 months
期刊介绍: Mathematical Methods in the Applied Sciences publishes papers dealing with new mathematical methods for the consideration of linear and non-linear, direct and inverse problems for physical relevant processes over time- and space- varying media under certain initial, boundary, transition conditions etc. Papers dealing with biomathematical content, population dynamics and network problems are most welcome. Mathematical Methods in the Applied Sciences is an interdisciplinary journal: therefore, all manuscripts must be written to be accessible to a broad scientific but mathematically advanced audience. All papers must contain carefully written introduction and conclusion sections, which should include a clear exposition of the underlying scientific problem, a summary of the mathematical results and the tools used in deriving the results. Furthermore, the scientific importance of the manuscript and its conclusions should be made clear. Papers dealing with numerical processes or which contain only the application of well established methods will not be accepted. Because of the broad scope of the journal, authors should minimize the use of technical jargon from their subfield in order to increase the accessibility of their paper and appeal to a wider readership. If technical terms are necessary, authors should define them clearly so that the main ideas are understandable also to readers not working in the same subfield.
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