Opportunities in multiscale modeling of mosquito-borne flaviviruses
- PMID: 40946836
- DOI: 10.1016/j.biosystems.2025.105593
Opportunities in multiscale modeling of mosquito-borne flaviviruses
Abstract
Mosquito-borne flaviviruses, such as Zika, dengue, West Nile, and yellow fever virus, represent a growing public health concern due to their widespread distribution and the severe diseases they cause. These viruses are difficult to control as climate change and urbanization help mosquitoes expand into new areas, increasing the risk of outbreaks. Mathematical models play a key role in understanding their spread, providing insights at every level-from how the virus multiplies inside cells to how it circulates through entire populations. This review examines various approaches used in modeling arboviruses, including microscale models that focus on cellular and molecular dynamics, mesoscale models that address within-host processes, and macroscale models that capture population-level transmission. We briefly summarize the methodology used for models at each scale, which primarily consists of sets of differential equations with parameters that represent physical rates of change for different subprocesses. We particularly highlight how temperature affects virus transmission, which is key to understanding the impact of climate change. We also show how multiscale models can connect viral replication, immune response, and the spread of infection at a larger scale. This is essential for developing better vaccines and treatments, evaluating disease control measures, predicting the impact of climate change, and improving public health responses to outbreaks.
Keywords: Arboviruses; Flavivirus; Mosquito; Multiscale models; Temperature; Transmission; Within-host.
Copyright © 2025. Published by Elsevier B.V.
Conflict of interest statement
Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests:Carrie Manore reports financial support was provided by US Department of Energy. Carolin Zitzmann reports financial support was provided by US Department of Energy. Carrie Manore reports financial support was provided by Laboratory Directed Research and Development program of Los Alamos National Laboratory. Carolin Zitzmann reports financial support was provided by National Institutes of Health. Priya S. Shah reports financial support was provided by National Institutes of Health. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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