Cargando…
Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies
BACKGROUND: Dengue is the most important mosquito-borne viral disease affecting humans. The only prevention measure currently available is the control of its vectors, primarily Aedes aegypti. Recent advances in genetic engineering have opened the possibility for a new range of control strategies bas...
Autores principales: | , , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2009
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2728493/ https://www.ncbi.nlm.nih.gov/pubmed/19721700 http://dx.doi.org/10.1371/journal.pntd.0000508 |
_version_ | 1782170738067767296 |
---|---|
author | Magori, Krisztian Legros, Mathieu Puente, Molly E. Focks, Dana A. Scott, Thomas W. Lloyd, Alun L. Gould, Fred |
author_facet | Magori, Krisztian Legros, Mathieu Puente, Molly E. Focks, Dana A. Scott, Thomas W. Lloyd, Alun L. Gould, Fred |
author_sort | Magori, Krisztian |
collection | PubMed |
description | BACKGROUND: Dengue is the most important mosquito-borne viral disease affecting humans. The only prevention measure currently available is the control of its vectors, primarily Aedes aegypti. Recent advances in genetic engineering have opened the possibility for a new range of control strategies based on genetically modified mosquitoes. Assessing the potential efficacy of genetic (and conventional) strategies requires the availability of modeling tools that accurately describe the dynamics and genetics of Ae. aegypti populations. METHODOLOGY/PRINCIPAL FINDINGS: We describe in this paper a new modeling tool of Ae. aegypti population dynamics and genetics named Skeeter Buster. This model operates at the scale of individual water-filled containers for immature stages and individual properties (houses) for adults. The biology of cohorts of mosquitoes is modeled based on the algorithms used in the non-spatial Container Inhabiting Mosquitoes Simulation Model (CIMSiM). Additional features incorporated into Skeeter Buster include stochasticity, spatial structure and detailed population genetics. We observe that the stochastic modeling of individual containers in Skeeter Buster is associated with a strongly reduced temporal variation in stage-specific population densities. We show that heterogeneity in container composition of individual properties has a major impact on spatial heterogeneity in population density between properties. We detail how adult dispersal reduces this spatial heterogeneity. Finally, we present the predicted genetic structure of the population by calculating F(ST) values and isolation by distance patterns, and examine the effects of adult dispersal and container movement between properties. CONCLUSIONS/SIGNIFICANCE: We demonstrate that the incorporated stochasticity and level of spatial detail have major impacts on the simulated population dynamics, which could potentially impact predictions in terms of control measures. The capacity to describe population genetics confers the ability to model the outcome of genetic control methods. Skeeter Buster is therefore an important tool to model Ae. aegypti populations and the outcome of vector control measures. |
format | Text |
id | pubmed-2728493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-27284932009-09-01 Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies Magori, Krisztian Legros, Mathieu Puente, Molly E. Focks, Dana A. Scott, Thomas W. Lloyd, Alun L. Gould, Fred PLoS Negl Trop Dis Research Article BACKGROUND: Dengue is the most important mosquito-borne viral disease affecting humans. The only prevention measure currently available is the control of its vectors, primarily Aedes aegypti. Recent advances in genetic engineering have opened the possibility for a new range of control strategies based on genetically modified mosquitoes. Assessing the potential efficacy of genetic (and conventional) strategies requires the availability of modeling tools that accurately describe the dynamics and genetics of Ae. aegypti populations. METHODOLOGY/PRINCIPAL FINDINGS: We describe in this paper a new modeling tool of Ae. aegypti population dynamics and genetics named Skeeter Buster. This model operates at the scale of individual water-filled containers for immature stages and individual properties (houses) for adults. The biology of cohorts of mosquitoes is modeled based on the algorithms used in the non-spatial Container Inhabiting Mosquitoes Simulation Model (CIMSiM). Additional features incorporated into Skeeter Buster include stochasticity, spatial structure and detailed population genetics. We observe that the stochastic modeling of individual containers in Skeeter Buster is associated with a strongly reduced temporal variation in stage-specific population densities. We show that heterogeneity in container composition of individual properties has a major impact on spatial heterogeneity in population density between properties. We detail how adult dispersal reduces this spatial heterogeneity. Finally, we present the predicted genetic structure of the population by calculating F(ST) values and isolation by distance patterns, and examine the effects of adult dispersal and container movement between properties. CONCLUSIONS/SIGNIFICANCE: We demonstrate that the incorporated stochasticity and level of spatial detail have major impacts on the simulated population dynamics, which could potentially impact predictions in terms of control measures. The capacity to describe population genetics confers the ability to model the outcome of genetic control methods. Skeeter Buster is therefore an important tool to model Ae. aegypti populations and the outcome of vector control measures. Public Library of Science 2009-09-01 /pmc/articles/PMC2728493/ /pubmed/19721700 http://dx.doi.org/10.1371/journal.pntd.0000508 Text en Magori et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Magori, Krisztian Legros, Mathieu Puente, Molly E. Focks, Dana A. Scott, Thomas W. Lloyd, Alun L. Gould, Fred Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies |
title | Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies |
title_full | Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies |
title_fullStr | Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies |
title_full_unstemmed | Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies |
title_short | Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies |
title_sort | skeeter buster: a stochastic, spatially explicit modeling tool for studying aedes aegypti population replacement and population suppression strategies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2728493/ https://www.ncbi.nlm.nih.gov/pubmed/19721700 http://dx.doi.org/10.1371/journal.pntd.0000508 |
work_keys_str_mv | AT magorikrisztian skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies AT legrosmathieu skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies AT puentemollye skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies AT focksdanaa skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies AT scottthomasw skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies AT lloydalunl skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies AT gouldfred skeeterbusterastochasticspatiallyexplicitmodelingtoolforstudyingaedesaegyptipopulationreplacementandpopulationsuppressionstrategies |