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Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal
Due to recent advances in genetic manipulation, transgenic mosquitoes may be a viable alternative to reduce some diseases. Feasibility conditions are obtained by simulating and analyzing mathematical models that describe the behavior of wild and transgenic populations living in the same geographic a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209212/ https://www.ncbi.nlm.nih.gov/pubmed/30379965 http://dx.doi.org/10.1371/journal.pone.0205879 |
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author | Wyse, Ana Paula dos Santos, Antonio José Boness Azevedo, Juarez dos Santos de Lima, Josenildo Silva de Faria, Jairo Rocha |
author_facet | Wyse, Ana Paula dos Santos, Antonio José Boness Azevedo, Juarez dos Santos de Lima, Josenildo Silva de Faria, Jairo Rocha |
author_sort | Wyse, Ana Paula |
collection | PubMed |
description | Due to recent advances in genetic manipulation, transgenic mosquitoes may be a viable alternative to reduce some diseases. Feasibility conditions are obtained by simulating and analyzing mathematical models that describe the behavior of wild and transgenic populations living in the same geographic area. In this paper, we present a reaction–diffusion model in which the reaction term is a nonlinear function that describes the interaction between wild and transgenic mosquitoes, considering the zygosity, and the diffusive term that represents a nonuniform spatial spreading characterized by a random diffusion parameter. The resulting nonlinear system of partial differential equations is numerically solved using the sequential operator splitting technique, combining the finite element method and Runge-Kutta method. This scheme is numerically implemented considering uncertainty in the diffusion parameters of the model. Several scenarios simulating spatial release strategies of transgenic mosquitoes are analyzed, demonstrating an intrinsic association between the transgene frequency in the total population and the strategy adopted. |
format | Online Article Text |
id | pubmed-6209212 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-62092122018-11-19 Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal Wyse, Ana Paula dos Santos, Antonio José Boness Azevedo, Juarez dos Santos de Lima, Josenildo Silva de Faria, Jairo Rocha PLoS One Research Article Due to recent advances in genetic manipulation, transgenic mosquitoes may be a viable alternative to reduce some diseases. Feasibility conditions are obtained by simulating and analyzing mathematical models that describe the behavior of wild and transgenic populations living in the same geographic area. In this paper, we present a reaction–diffusion model in which the reaction term is a nonlinear function that describes the interaction between wild and transgenic mosquitoes, considering the zygosity, and the diffusive term that represents a nonuniform spatial spreading characterized by a random diffusion parameter. The resulting nonlinear system of partial differential equations is numerically solved using the sequential operator splitting technique, combining the finite element method and Runge-Kutta method. This scheme is numerically implemented considering uncertainty in the diffusion parameters of the model. Several scenarios simulating spatial release strategies of transgenic mosquitoes are analyzed, demonstrating an intrinsic association between the transgene frequency in the total population and the strategy adopted. Public Library of Science 2018-10-31 /pmc/articles/PMC6209212/ /pubmed/30379965 http://dx.doi.org/10.1371/journal.pone.0205879 Text en © 2018 Wyse 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wyse, Ana Paula dos Santos, Antonio José Boness Azevedo, Juarez dos Santos de Lima, Josenildo Silva de Faria, Jairo Rocha Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
title | Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
title_full | Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
title_fullStr | Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
title_full_unstemmed | Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
title_short | Modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
title_sort | modeling the spreading and interaction between wild and transgenic mosquitoes with a random dispersal |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209212/ https://www.ncbi.nlm.nih.gov/pubmed/30379965 http://dx.doi.org/10.1371/journal.pone.0205879 |
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