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Effects of predation on host-pathogen dynamics in SIR models
1Department of Zoology, University of Florida, 223 Bartram Hall, PO Box 118525, Gainesville, FL 32611-8525, USA. roym@ufl.edu
Predators can surprisingly increase infectious disease prevalence in hosts with immunity. This complex relationship holds even with advanced ecological factors, highlighting the need for integrated models.
Area of Science:
- Ecology
- Epidemiology
- Mathematical Biology
Background:
- Infectious disease epidemiology and community ecology are increasingly integrated.
- Previous models (SI) showed predation suppresses disease.
- Recent work (SIR models) indicated immunity can cause a "hump" effect, where low-moderate predation increases disease prevalence.
Purpose of the Study:
- To test the robustness of the "hump" relationship between disease prevalence and predation.
- To examine how realistic ecological factors modify this relationship.
Main Methods:
- Utilized extensions of a basic SIR (Susceptible-Infected-Recovered) model.
- Incorporated factors: density-dependent host regulation, predator saturation, interference, frequency-dependent transmission, predator numerical responses, and resource dynamics.
Main Results:
- A non-monotonic (hump-shaped) relationship between disease prevalence and predation pressure was consistently observed.
- Predator saturation led to complex host abundance dynamics, including bifurcations and potential pathogen extinction at high predation levels.
Conclusions:
- The non-monotonic relationship between predation and disease prevalence is robust across various ecological scenarios.
- Accurate predictions require considering acquired immunity, host regulation, and predator foraging behavior.
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