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A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis

BACKGROUND: Most of the current biophysical models designed to address the large-scale distribution of malaria assume that transmission of the disease is independent of the vector involved. Another common assumption in these type of model is that the mortality rate of mosquitoes is constant over the...

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Autores principales: Lunde, Torleif Markussen, Korecha, Diriba, Loha, Eskindir, Sorteberg, Asgeir, Lindtjørn, Bernt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3664083/
https://www.ncbi.nlm.nih.gov/pubmed/23342980
http://dx.doi.org/10.1186/1475-2875-12-28
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author Lunde, Torleif Markussen
Korecha, Diriba
Loha, Eskindir
Sorteberg, Asgeir
Lindtjørn, Bernt
author_facet Lunde, Torleif Markussen
Korecha, Diriba
Loha, Eskindir
Sorteberg, Asgeir
Lindtjørn, Bernt
author_sort Lunde, Torleif Markussen
collection PubMed
description BACKGROUND: Most of the current biophysical models designed to address the large-scale distribution of malaria assume that transmission of the disease is independent of the vector involved. Another common assumption in these type of model is that the mortality rate of mosquitoes is constant over their life span and that their dispersion is negligible. Mosquito models are important in the prediction of malaria and hence there is a need for a realistic representation of the vectors involved. RESULTS: We construct a biophysical model including two competing species, Anopheles gambiae s.s. and Anopheles arabiensis. Sensitivity analysis highlight the importance of relative humidity and mosquito size, the initial conditions and dispersion, and a rarely used parameter, the probability of finding blood. We also show that the assumption of exponential mortality of adult mosquitoes does not match the observed data, and suggest that an age dimension can overcome this problem. CONCLUSIONS: This study highlights some of the assumptions commonly used when constructing mosquito-malaria models and presents a realistic model of An. gambiae s.s. and An. arabiensis and their interaction. This new mosquito model, OMaWa, can improve our understanding of the dynamics of these vectors, which in turn can be used to understand the dynamics of malaria.
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spelling pubmed-36640832013-05-31 A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis Lunde, Torleif Markussen Korecha, Diriba Loha, Eskindir Sorteberg, Asgeir Lindtjørn, Bernt Malar J Research BACKGROUND: Most of the current biophysical models designed to address the large-scale distribution of malaria assume that transmission of the disease is independent of the vector involved. Another common assumption in these type of model is that the mortality rate of mosquitoes is constant over their life span and that their dispersion is negligible. Mosquito models are important in the prediction of malaria and hence there is a need for a realistic representation of the vectors involved. RESULTS: We construct a biophysical model including two competing species, Anopheles gambiae s.s. and Anopheles arabiensis. Sensitivity analysis highlight the importance of relative humidity and mosquito size, the initial conditions and dispersion, and a rarely used parameter, the probability of finding blood. We also show that the assumption of exponential mortality of adult mosquitoes does not match the observed data, and suggest that an age dimension can overcome this problem. CONCLUSIONS: This study highlights some of the assumptions commonly used when constructing mosquito-malaria models and presents a realistic model of An. gambiae s.s. and An. arabiensis and their interaction. This new mosquito model, OMaWa, can improve our understanding of the dynamics of these vectors, which in turn can be used to understand the dynamics of malaria. BioMed Central 2013-01-23 /pmc/articles/PMC3664083/ /pubmed/23342980 http://dx.doi.org/10.1186/1475-2875-12-28 Text en Copyright © 2013 Lunde et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Lunde, Torleif Markussen
Korecha, Diriba
Loha, Eskindir
Sorteberg, Asgeir
Lindtjørn, Bernt
A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis
title A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis
title_full A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis
title_fullStr A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis
title_full_unstemmed A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis
title_short A dynamic model of some malaria-transmitting anopheline mosquitoes of the Afrotropical region. I. Model description and sensitivity analysis
title_sort dynamic model of some malaria-transmitting anopheline mosquitoes of the afrotropical region. i. model description and sensitivity analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3664083/
https://www.ncbi.nlm.nih.gov/pubmed/23342980
http://dx.doi.org/10.1186/1475-2875-12-28
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