{"title":"Linking within-host immune dynamics to between-host transmission and reinfection risk.","authors":"Rodolfo Blanco-Rodriguez, Alejandro Anderson, Esteban Hernandez-Vargas","doi":"10.1016/j.jtbi.2025.112210","DOIUrl":null,"url":null,"abstract":"<p><p>The link between the virus and antibody dynamics of an infected host to the transmission of the virus to a susceptible population remains a central problem in science as it involves several complex and dynamic processes at different scales. In this study, we integrate deterministic and stochastic within-host models to explore multiscale transmission dynamics. Our methodology accounts for encounter frequency, within-host variability, and reinfection dynamics to assess their impact on epidemic progression. Our results show that within-host stochasticity disrupts synchronized viral peaks, leading to a more uniform transmission pattern and reducing the effectiveness of interventions targeting peak viral load. Considering the half-life of antibodies is 25 days, cycles of reinfections cannot be maintained in small populations, but reinfections become self-sustaining when a circular network exceeds 21 nodes, allowing indefinite circulation. These findings emphasize the need for integrating within-host dynamics in epidemic research.</p>","PeriodicalId":54763,"journal":{"name":"Journal of Theoretical Biology","volume":" ","pages":"112210"},"PeriodicalIF":2.0000,"publicationDate":"2025-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12456430/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Theoretical Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/j.jtbi.2025.112210","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/29 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
The link between the virus and antibody dynamics of an infected host to the transmission of the virus to a susceptible population remains a central problem in science as it involves several complex and dynamic processes at different scales. In this study, we integrate deterministic and stochastic within-host models to explore multiscale transmission dynamics. Our methodology accounts for encounter frequency, within-host variability, and reinfection dynamics to assess their impact on epidemic progression. Our results show that within-host stochasticity disrupts synchronized viral peaks, leading to a more uniform transmission pattern and reducing the effectiveness of interventions targeting peak viral load. Considering the half-life of antibodies is 25 days, cycles of reinfections cannot be maintained in small populations, but reinfections become self-sustaining when a circular network exceeds 21 nodes, allowing indefinite circulation. These findings emphasize the need for integrating within-host dynamics in epidemic research.
期刊介绍:
The Journal of Theoretical Biology is the leading forum for theoretical perspectives that give insight into biological processes. It covers a very wide range of topics and is of interest to biologists in many areas of research, including:
• Brain and Neuroscience
• Cancer Growth and Treatment
• Cell Biology
• Developmental Biology
• Ecology
• Evolution
• Immunology,
• Infectious and non-infectious Diseases,
• Mathematical, Computational, Biophysical and Statistical Modeling
• Microbiology, Molecular Biology, and Biochemistry
• Networks and Complex Systems
• Physiology
• Pharmacodynamics
• Animal Behavior and Game Theory
Acceptable papers are those that bear significant importance on the biology per se being presented, and not on the mathematical analysis. Papers that include some data or experimental material bearing on theory will be considered, including those that contain comparative study, statistical data analysis, mathematical proof, computer simulations, experiments, field observations, or even philosophical arguments, which are all methods to support or reject theoretical ideas. However, there should be a concerted effort to make papers intelligible to biologists in the chosen field.