{"title":"Global Dynamics of a Multiscale Immuno-Cholera Transmission Model With Bacterial Hyperinfectivity on Complex Networks","authors":"Xinxin Cheng, Yi Wang, Gang Huang","doi":"10.1002/mma.10646","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>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 \n<span></span><math>\n <semantics>\n <mrow>\n <msubsup>\n <mrow>\n <mi>R</mi>\n </mrow>\n <mrow>\n <mn>0</mn>\n </mrow>\n <mrow>\n <mi>W</mi>\n </mrow>\n </msubsup>\n </mrow>\n <annotation>$$ {R}_0^W $$</annotation>\n </semantics></math> and \n<span></span><math>\n <semantics>\n <mrow>\n <msubsup>\n <mrow>\n <mi>R</mi>\n </mrow>\n <mrow>\n <mn>0</mn>\n </mrow>\n <mrow>\n <mi>B</mi>\n </mrow>\n </msubsup>\n </mrow>\n <annotation>$$ {R}_0^B $$</annotation>\n </semantics></math> for the within- and between-host models are derived, respectively, and \n<span></span><math>\n <semantics>\n <mrow>\n <msubsup>\n <mrow>\n <mi>R</mi>\n </mrow>\n <mrow>\n <mn>0</mn>\n </mrow>\n <mrow>\n <mi>B</mi>\n </mrow>\n </msubsup>\n </mrow>\n <annotation>$$ {R}_0^B $$</annotation>\n </semantics></math> 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.</p>\n </div>","PeriodicalId":49865,"journal":{"name":"Mathematical Methods in the Applied Sciences","volume":"48 5","pages":"5920-5945"},"PeriodicalIF":2.1000,"publicationDate":"2025-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mathematical Methods in the Applied Sciences","FirstCategoryId":"100","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/mma.10646","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
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
and
for the within- and between-host models are derived, respectively, and
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.
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.