Uncovering the impact of infection routes on within-host MPXV dynamics: Insights from a mathematical modeling study

The unprecedented mpox outbreak in non-endemic regions during 2022-2023, which has seen a recent resurgence in late 2023-2024, poses a significant public health threat. Despite its global spread, the viral dynamics of mpox infection and the specific characteristics driving these outbreaks remain insufficiently explored. We develop mathematical models to examine the interactions between host immune responses and the virus across three distinct infection routes (intravenous, intradermal, and intrarectal). The models are calibrated using viral load data from macaques infected through each of these three infection routes. Subsequently, we calculate the infectiousness of each infected macaque, finding that the proportion of presymptomatic infectiousness is highest in those infected via sexual contact, followed by skin-to-skin contact. These observations demonstrate that close contact during sexual activity is a significant route of viral transmission, with presymptomatic spread playing a crucial role in the 2022-2023 multi-country outbreak and potentially also in the 2023-2024 multi-source outbreak. Leveraging model predictions and infectiousness data, we assess the impact of antiviral drugs on interventions against mpox infection. Model simulations suggest that early administration of antiviral drugs can reduce peak viral loads, even in individuals with compromised immunity, particularly in cases of infection through skin-to-skin and sexual contact. These results underscore the importance of initiating antiviral treatment as early as possible for mpox-infected patients with compromised immune systems, such as those who are HIV-positive.

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Publication Details

Journal
PLoS Computational Biology
Published
2025-05-19
DOI
https://doi.org/10.1371/journal.pcbi.1013073
Citations
2
Primary Topic
Poxvirus research and outbreaks
Type
article
Field-Weighted Citation Impact
2.07

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article

Uncovering the impact of infection routes on within-host MPXV dynamics: Insights from a mathematical modeling study

Woldegebriel Assefa Woldegerima, Ali Asgary, Sarah Flicker, Jude Dzevela Kong et al.
2 citations
PLoS Computational Biology
Poxvirus research and outbreaks
2.07
article

Uncovering the impact of infection routes on within-host MPXV dynamics: Insights from a mathematical modeling study

Woldegebriel Assefa Woldegerima, Ali Asgary, Sarah Flicker, Jude Dzevela Kong, James Orbinski, Qi Deng, Nicola Luigi Bragazzi, Wenjing Zhang, Jianhong Wu, Nicholas H. Ogden
article en
2 citations

Abstract

The unprecedented mpox outbreak in non-endemic regions during 2022-2023, which has seen a recent resurgence in late 2023-2024, poses a significant public health threat. Despite its global spread, the viral dynamics of mpox infection and the specific characteristics driving these outbreaks remain insufficiently explored. We develop mathematical models to examine the interactions between host immune responses and the virus across three distinct infection routes (intravenous, intradermal, and intrarectal). The models are calibrated using viral load data from macaques infected through each of these three infection routes. Subsequently, we calculate the infectiousness of each infected macaque, finding that the proportion of presymptomatic infectiousness is highest in those infected via sexual contact, followed by skin-to-skin contact. These observations demonstrate that close contact during sexual activity is a significant route of viral transmission, with presymptomatic spread playing a crucial role in the 2022-2023 multi-country outbreak and potentially also in the 2023-2024 multi-source outbreak. Leveraging model predictions and infectiousness data, we assess the impact of antiviral drugs on interventions against mpox infection. Model simulations suggest that early administration of antiviral drugs can reduce peak viral loads, even in individuals with compromised immunity, particularly in cases of infection through skin-to-skin and sexual contact. These results underscore the importance of initiating antiviral treatment as early as possible for mpox-infected patients with compromised immune systems, such as those who are HIV-positive.

PLoS Computational BiologyVol. 21(5)
Texas Tech University (US), University of Parma (IT), Public Health Agency of Canada (CA), University of Toronto (CA), York University (CA), Centre for Global Health Research (CA), Institute for Work & Health (CA), Artificial Intelligence in Medicine (Canada) (CA)
Canadian Institutes of Health Research, Natural Sciences and Engineering Research Council of Canada
Good health and well-being
Openalex Percentile: Top 14%
Poxvirus research and outbreaks
2.07
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