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The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets
BACKGROUND: Insecticides are an effective and practical tool for reducing malaria transmission but the development of resistance to the insecticides can potentially compromise controls efforts. In this study a mathematical model was developed to explore the effects on mosquito populations of spatial...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3557165/ https://www.ncbi.nlm.nih.gov/pubmed/22856525 http://dx.doi.org/10.1186/1475-2875-11-258 |
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author | Barbosa, Susana Hastings, Ian M |
author_facet | Barbosa, Susana Hastings, Ian M |
author_sort | Barbosa, Susana |
collection | PubMed |
description | BACKGROUND: Insecticides are an effective and practical tool for reducing malaria transmission but the development of resistance to the insecticides can potentially compromise controls efforts. In this study a mathematical model was developed to explore the effects on mosquito populations of spatial heterogeneous deployment of insecticides. This model was used to identify important parameters in the evolution of insecticide resistance and to examine the contribution of new generation long-lasting insecticidal bed nets, that incorporate a chemical synergist on the roof panel, in delaying insecticide resistance. METHODS: A genetic model was developed to predict changes in mosquito fitness and resistance allele frequency. Parameters describing insecticide selection, fitness cost and the additional use of synergist were incorporated. Uncertainty and sensitivity analysis were performed followed by investigation of the evolution of resistance under scenarios of fully effective or ineffective synergists. RESULTS: The spread of resistance was most sensitive to selection coefficients, fitness cost and dominance coefficients while mean fitness was most affected by baseline fitness levels. Using a synergist delayed the spread of resistance but could, in specific circumstances that were thoroughly investigated, actually increase the rate of spread. Different spread dynamics were observed, with simulations leading to fixation, loss and most interestingly, equilibrium (without explicit overdominance) of the resistance allele. CONCLUSIONS: This strategy has the potential to delay the spread of resistance but note that in an heterogeneous environment it can also lead to the opposite effect, i.e., increasing the rate of spread. This clearly emphasizes that selection pressure acting inside the house cannot be treated in isolation but must be placed in context of overall insecticide use in an heterogeneous environment. |
format | Online Article Text |
id | pubmed-3557165 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35571652013-01-31 The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets Barbosa, Susana Hastings, Ian M Malar J Research BACKGROUND: Insecticides are an effective and practical tool for reducing malaria transmission but the development of resistance to the insecticides can potentially compromise controls efforts. In this study a mathematical model was developed to explore the effects on mosquito populations of spatial heterogeneous deployment of insecticides. This model was used to identify important parameters in the evolution of insecticide resistance and to examine the contribution of new generation long-lasting insecticidal bed nets, that incorporate a chemical synergist on the roof panel, in delaying insecticide resistance. METHODS: A genetic model was developed to predict changes in mosquito fitness and resistance allele frequency. Parameters describing insecticide selection, fitness cost and the additional use of synergist were incorporated. Uncertainty and sensitivity analysis were performed followed by investigation of the evolution of resistance under scenarios of fully effective or ineffective synergists. RESULTS: The spread of resistance was most sensitive to selection coefficients, fitness cost and dominance coefficients while mean fitness was most affected by baseline fitness levels. Using a synergist delayed the spread of resistance but could, in specific circumstances that were thoroughly investigated, actually increase the rate of spread. Different spread dynamics were observed, with simulations leading to fixation, loss and most interestingly, equilibrium (without explicit overdominance) of the resistance allele. CONCLUSIONS: This strategy has the potential to delay the spread of resistance but note that in an heterogeneous environment it can also lead to the opposite effect, i.e., increasing the rate of spread. This clearly emphasizes that selection pressure acting inside the house cannot be treated in isolation but must be placed in context of overall insecticide use in an heterogeneous environment. BioMed Central 2012-08-02 /pmc/articles/PMC3557165/ /pubmed/22856525 http://dx.doi.org/10.1186/1475-2875-11-258 Text en Copyright ©2012 Barbosa and Hastings; 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 Barbosa, Susana Hastings, Ian M The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
title | The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
title_full | The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
title_fullStr | The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
title_full_unstemmed | The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
title_short | The importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
title_sort | importance of modelling the spread of insecticide resistance in a heterogeneous environment: the example of adding synergists to bed nets |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3557165/ https://www.ncbi.nlm.nih.gov/pubmed/22856525 http://dx.doi.org/10.1186/1475-2875-11-258 |
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