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Updated: May 12, 2026

Tractable Mammalian Cell Infections with Protozoan-primed Bacteria
Published on: April 2, 2013
In itinere infections covertly undermine localized epidemic control in metapopulations
Francesca Dilisante1,2, Pablo Valgañón1,3, David Soriano-Paños1,4
1GOTHAM lab, Institute for Biocomputation and Physics of Complex Systems (BIFI), University of Zaragoza, 50018 Zaragoza, Spain.
Abstract:
Metapopulation models have traditionally assessed epidemic dynamics by emphasizing local (in situ) interactions within defined subpopulations, often neglecting transmission occurring during mobility phases (in itinere). Here, we extend the Movement-Interaction-Return metapopulation framework to explicitly include contagions acquired during transit, considering agents traveling along shared transportation networks. We reveal that incorporating in itinere contagion entails a notable reduction of the epidemic threshold and a pronounced delocalization of the epidemic trajectory, particularly significant in early-stage outbreaks.
Insights
Epidemic models now include travel transmission, revealing lower thresholds and wider spread, especially early in outbreaks. This impacts understanding disease dynamics during transit.
Area of Science:
- Epidemiology
- Mathematical Modeling
- Network Science
Background:
- Traditional metapopulation models focus on local epidemic spread within subpopulations.
- Transmission during travel phases (in itinere) is often overlooked in epidemic assessments.
- Existing frameworks may not fully capture disease dynamics in interconnected populations.
Purpose of the Study:
- To extend the Movement-Interaction-Return metapopulation framework to incorporate in itinere contagion.
- To analyze the impact of transmission during transit on epidemic thresholds and spread.
- To investigate how travel-acquired infections influence early-stage outbreak trajectories.
Main Methods:
- Utilized the Movement-Interaction-Return metapopulation framework.
- Explicitly modeled contagions acquired during transit along transportation networks.
- Analyzed epidemic dynamics with the inclusion of in itinere transmission.
Main Results:
- Incorporating in itinere contagion significantly reduces the epidemic threshold.
- Epidemic trajectories show pronounced delocalization when travel transmission is considered.
- These effects are particularly pronounced during the early stages of an outbreak.
Conclusions:
- In itinere contagion is a critical factor influencing epidemic dynamics.
- Metapopulation models must account for transmission during mobility phases for accurate predictions.
- Understanding travel-related disease spread is essential for effective public health interventions.
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