Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model

This paper introduces a novel partial differential equation immuno-eco-epidemiological model of competition in which one species is affected by a disease while another can compete with it directly and by lowering the first species' immune response to the infection, a mode of competition termed...

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Main Authors: Michael Barfield, Maia Martcheva, Necibe Tuncer, Robert D. Holt
Format: Article
Language:English
Published: Taylor & Francis Group 2018-01-01
Series:Journal of Biological Dynamics
Subjects:
Online Access:http://dx.doi.org/10.1080/17513758.2017.1401676
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author Michael Barfield
Maia Martcheva
Necibe Tuncer
Robert D. Holt
author_facet Michael Barfield
Maia Martcheva
Necibe Tuncer
Robert D. Holt
author_sort Michael Barfield
collection DOAJ
description This paper introduces a novel partial differential equation immuno-eco-epidemiological model of competition in which one species is affected by a disease while another can compete with it directly and by lowering the first species' immune response to the infection, a mode of competition termed stress-induced competition. When the disease is chronic, and the within-host dynamics are rapid, we reduce the partial differential equation model (PDE) to a three-dimensional ordinary differential equation (ODE) model. The ODE model exhibits backward bifurcation and sustained oscillations caused by the stress-induced competition. Furthermore, the ODE model, although not a special case of the PDE model, is useful for detecting backward bifurcation and oscillations in the PDE model. Backward bifurcation related to stress-induced competition allows the second species to persist for values of its invasion number below one. Furthermore, stress-induced competition leads to destabilization of the coexistence equilibrium and sustained oscillations in the PDE model. We suggest that complex systems such as this one may be studied by appropriately designed simple ODE models.
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spelling doaj.art-5251308b92164406ade4ce4a08990cda2022-12-22T00:26:03ZengTaylor & Francis GroupJournal of Biological Dynamics1751-37581751-37662018-01-01121518810.1080/17513758.2017.14016761401676Backward bifurcation and oscillations in a nested immuno-eco-epidemiological modelMichael Barfield0Maia Martcheva1Necibe Tuncer2Robert D. Holt3University of FloridaUniversity of FloridaFlorida Atlantic UniversityUniversity of FloridaThis paper introduces a novel partial differential equation immuno-eco-epidemiological model of competition in which one species is affected by a disease while another can compete with it directly and by lowering the first species' immune response to the infection, a mode of competition termed stress-induced competition. When the disease is chronic, and the within-host dynamics are rapid, we reduce the partial differential equation model (PDE) to a three-dimensional ordinary differential equation (ODE) model. The ODE model exhibits backward bifurcation and sustained oscillations caused by the stress-induced competition. Furthermore, the ODE model, although not a special case of the PDE model, is useful for detecting backward bifurcation and oscillations in the PDE model. Backward bifurcation related to stress-induced competition allows the second species to persist for values of its invasion number below one. Furthermore, stress-induced competition leads to destabilization of the coexistence equilibrium and sustained oscillations in the PDE model. We suggest that complex systems such as this one may be studied by appropriately designed simple ODE models.http://dx.doi.org/10.1080/17513758.2017.1401676backward bifurcationmulti-scale modelsoscillationsimmuno-eco-epi modelstress-induced competitioninfectious disease ecology
spellingShingle Michael Barfield
Maia Martcheva
Necibe Tuncer
Robert D. Holt
Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model
Journal of Biological Dynamics
backward bifurcation
multi-scale models
oscillations
immuno-eco-epi model
stress-induced competition
infectious disease ecology
title Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model
title_full Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model
title_fullStr Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model
title_full_unstemmed Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model
title_short Backward bifurcation and oscillations in a nested immuno-eco-epidemiological model
title_sort backward bifurcation and oscillations in a nested immuno eco epidemiological model
topic backward bifurcation
multi-scale models
oscillations
immuno-eco-epi model
stress-induced competition
infectious disease ecology
url http://dx.doi.org/10.1080/17513758.2017.1401676
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AT robertdholt backwardbifurcationandoscillationsinanestedimmunoecoepidemiologicalmodel