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Skeeter Buster: A Stochastic, Spatially Explicit Modeling Tool for Studying Aedes aegypti Population Replacement and Population Suppression Strategies
- Source :
- PLoS Neglected Tropical Diseases, PLoS neglected tropical diseases, vol 3, iss 9, PLoS Neglected Tropical Diseases, Vol 3, Iss 9, p e508 (2009)
- Publication Year :
- 2009
- Publisher :
- Public Library of Science, 2009.
-
Abstract
- 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 FST 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.<br />Author Summary Dengue is a viral disease that affects approximately 50 million people annually, and is estimated to result in 12,500 fatalities. Dengue viruses are vectored by mosquitoes, predominantly by the species Aedes aegypti. Because there is currently no vaccine or specific treatment, the only available strategy to reduce dengue transmission is to control the populations of these mosquitoes. This can be achieved by traditional approaches such as insecticides, or by recently developed genetic methods that propose the release of mosquitoes genetically engineered to be unable to transmit dengue viruses. The expected outcome of different control strategies can be compared by simulating the population dynamics and genetics of mosquitoes at a given location. Development of optimal control strategies can then be guided by the modeling approach. To that end, we introduce a new modeling tool called Skeeter Buster. This model describes the dynamics and the genetics of Ae. aegypti populations at a very fine scale, simulating the contents of individual houses, and even the individual water-holding containers in which mosquito larvae reside. Skeeter Buster can be used to compare the predicted outcomes of multiple control strategies, traditional or genetic, making it an important tool in the fight against dengue.
- Subjects :
- Infectious Diseases/Epidemiology and Control of Infectious Diseases
and promotion of well-being
lcsh:Arctic medicine. Tropical medicine
lcsh:RC955-962
030231 tropical medicine
Population
Population genetics
Biology
Population density
Medical and Health Sciences
03 medical and health sciences
0302 clinical medicine
Tropical Medicine
Genetics and Genomics/Population Genetics
Genetics
education
030304 developmental biology
Isolation by distance
0303 health sciences
education.field_of_study
3.2 Interventions to alter physical and biological environmental risks
Ecology
Prevention
lcsh:Public aspects of medicine
Simulation modeling
Public Health, Environmental and Occupational Health
lcsh:RA1-1270
Biological Sciences
Prevention of disease and conditions
Spatial heterogeneity
Vector-Borne Diseases
Infectious Diseases
Good Health and Well Being
Ecology/Population Ecology
Genetic structure
Biological dispersal
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 19352735 and 19352727
- Volume :
- 3
- Issue :
- 9
- Database :
- OpenAIRE
- Journal :
- PLoS Neglected Tropical Diseases
- Accession number :
- edsair.doi.dedup.....2ec350a9d004263f1889da5d14e8abbf