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A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes

We describe and analyze a periodically-forced difference equation model for malaria in mosquitoes that captures the effects of seasonality and allows the mosquitoes to feed on a heterogeneous population of hosts. We numerically show the existence of a unique globally asymptotically stable periodic o...

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Detalles Bibliográficos
Autores principales: Chitnis, Nakul, Hardy, Diggory, Smith, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer-Verlag 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3339865/
https://www.ncbi.nlm.nih.gov/pubmed/22218880
http://dx.doi.org/10.1007/s11538-011-9710-0
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author Chitnis, Nakul
Hardy, Diggory
Smith, Thomas
author_facet Chitnis, Nakul
Hardy, Diggory
Smith, Thomas
author_sort Chitnis, Nakul
collection PubMed
description We describe and analyze a periodically-forced difference equation model for malaria in mosquitoes that captures the effects of seasonality and allows the mosquitoes to feed on a heterogeneous population of hosts. We numerically show the existence of a unique globally asymptotically stable periodic orbit and calculate periodic orbits of field-measurable quantities that measure malaria transmission. We integrate this model with an individual-based stochastic simulation model for malaria in humans to compare the effects of insecticide-treated nets (ITNs) and indoor residual spraying (IRS) in reducing malaria transmission, prevalence, and incidence. We show that ITNs are more effective than IRS in reducing transmission and prevalence though IRS would achieve its maximal effects within 2 years while ITNs would need two mass distribution campaigns over several years to do so. Furthermore, the combination of both interventions is more effective than either intervention alone. However, although these interventions reduce transmission and prevalence, they can lead to increased clinical malaria; and all three malaria indicators return to preintervention levels within 3 years after the interventions are withdrawn.
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spelling pubmed-33398652012-06-27 A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes Chitnis, Nakul Hardy, Diggory Smith, Thomas Bull Math Biol Original Article We describe and analyze a periodically-forced difference equation model for malaria in mosquitoes that captures the effects of seasonality and allows the mosquitoes to feed on a heterogeneous population of hosts. We numerically show the existence of a unique globally asymptotically stable periodic orbit and calculate periodic orbits of field-measurable quantities that measure malaria transmission. We integrate this model with an individual-based stochastic simulation model for malaria in humans to compare the effects of insecticide-treated nets (ITNs) and indoor residual spraying (IRS) in reducing malaria transmission, prevalence, and incidence. We show that ITNs are more effective than IRS in reducing transmission and prevalence though IRS would achieve its maximal effects within 2 years while ITNs would need two mass distribution campaigns over several years to do so. Furthermore, the combination of both interventions is more effective than either intervention alone. However, although these interventions reduce transmission and prevalence, they can lead to increased clinical malaria; and all three malaria indicators return to preintervention levels within 3 years after the interventions are withdrawn. Springer-Verlag 2012-01-05 2012 /pmc/articles/PMC3339865/ /pubmed/22218880 http://dx.doi.org/10.1007/s11538-011-9710-0 Text en © The Author(s) 2011 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
spellingShingle Original Article
Chitnis, Nakul
Hardy, Diggory
Smith, Thomas
A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes
title A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes
title_full A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes
title_fullStr A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes
title_full_unstemmed A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes
title_short A Periodically-Forced Mathematical Model for the Seasonal Dynamics of Malaria in Mosquitoes
title_sort periodically-forced mathematical model for the seasonal dynamics of malaria in mosquitoes
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3339865/
https://www.ncbi.nlm.nih.gov/pubmed/22218880
http://dx.doi.org/10.1007/s11538-011-9710-0
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