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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...

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Autores principales: Wyse, Ana Paula, dos Santos, Antonio José Boness, Azevedo, Juarez dos Santos, de Lima, Josenildo Silva, de Faria, Jairo Rocha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
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.
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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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