Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1782231427738238976 |
---|---|
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malaria; and all three malaria indicators return to preintervention levels within 3 years after the interventions are withdrawn. |
format | Online Article Text |
id | pubmed-3339865 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Springer-Verlag |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT chitnisnakul aperiodicallyforcedmathematicalmodelfortheseasonaldynamicsofmalariainmosquitoes AT hardydiggory aperiodicallyforcedmathematicalmodelfortheseasonaldynamicsofmalariainmosquitoes AT smiththomas aperiodicallyforcedmathematicalmodelfortheseasonaldynamicsofmalariainmosquitoes AT chitnisnakul periodicallyforcedmathematicalmodelfortheseasonaldynamicsofmalariainmosquitoes AT hardydiggory periodicallyforcedmathematicalmodelfortheseasonaldynamicsofmalariainmosquitoes AT smiththomas periodicallyforcedmathematicalmodelfortheseasonaldynamicsofmalariainmosquitoes |