Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement

Detalhes bibliográficos
Autor(a) principal: Garcia, Adriano G.
Data de Publicação: 2016
Outros Autores: Ferreira, Cláudia P. [UNESP], Cônsoli, Fernando L., Godoy, Wesley A.C.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.ecocom.2016.07.006
http://hdl.handle.net/11449/173811
Resumo: The selection pressure imposed by the widespread use of transgenic technologies can lead to the evolution of insect resistance, and the availability of refuge areas that allow susceptible homozygous insects to survive is a key factor in delaying the evolution of resistance in agricultural landscapes. Different strategies to exploit refuge areas exist, but several insect-related ecological traits may directly affect the efficiency of refuges in slowing the development of resistance. Insect larval movement is one such trait that may affect the management of resistance, depending on the refuge strategy adopted. We developed a computational model to simulate how larval movement would affect the spatio-temporal dynamics of the evolution of resistance of insect pests to Bt crops, under different refuge configurations. In order to test the model, we used population data for Spodoptera frugiperda, one of the main target pests for control with Bt toxins. Simulations were run for spatial arrangements composed of three refuge configurations (seed mixture, blocks, and strips), with sizes ranging from 20% to 50% for two types of resistance (incomplete and complete) and three rates of larval movement (proportion of larvae moving per time step), equal to 0, 0.1 and 0.5. We demonstrated that with a seed mixture, in most cases the higher the rate of larval movement, the higher the proportion of resistant insects in the population in an area, regardless of the type of resistance tested. Strip configurations showed the opposite trend. In a block configuration, the number of resistant larvae was highest at an intermediate dispersal rate (0.1). We concluded that larval movement is an important variable affecting the evolution of resistance to Bt crops, but its effect depends on the type of resistance and the configuration and size of the refuge.
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spelling Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movementCellular automataInsect ecologyRefuge areasResistance managementTransgenic cropsThe selection pressure imposed by the widespread use of transgenic technologies can lead to the evolution of insect resistance, and the availability of refuge areas that allow susceptible homozygous insects to survive is a key factor in delaying the evolution of resistance in agricultural landscapes. Different strategies to exploit refuge areas exist, but several insect-related ecological traits may directly affect the efficiency of refuges in slowing the development of resistance. Insect larval movement is one such trait that may affect the management of resistance, depending on the refuge strategy adopted. We developed a computational model to simulate how larval movement would affect the spatio-temporal dynamics of the evolution of resistance of insect pests to Bt crops, under different refuge configurations. In order to test the model, we used population data for Spodoptera frugiperda, one of the main target pests for control with Bt toxins. Simulations were run for spatial arrangements composed of three refuge configurations (seed mixture, blocks, and strips), with sizes ranging from 20% to 50% for two types of resistance (incomplete and complete) and three rates of larval movement (proportion of larvae moving per time step), equal to 0, 0.1 and 0.5. We demonstrated that with a seed mixture, in most cases the higher the rate of larval movement, the higher the proportion of resistant insects in the population in an area, regardless of the type of resistance tested. Strip configurations showed the opposite trend. In a block configuration, the number of resistant larvae was highest at an intermediate dispersal rate (0.1). We concluded that larval movement is an important variable affecting the evolution of resistance to Bt crops, but its effect depends on the type of resistance and the configuration and size of the refuge.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Department of Entomology and Acarology University of São Paulo ESALQ USPBiostatistics Department IBB UNESPBiostatistics Department IBB UNESPUniversidade de São Paulo (USP)Universidade Estadual Paulista (Unesp)Garcia, Adriano G.Ferreira, Cláudia P. [UNESP]Cônsoli, Fernando L.Godoy, Wesley A.C.2018-12-11T17:07:51Z2018-12-11T17:07:51Z2016-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article94-103application/pdfhttp://dx.doi.org/10.1016/j.ecocom.2016.07.006Ecological Complexity, v. 28, p. 94-103.1476-945Xhttp://hdl.handle.net/11449/17381110.1016/j.ecocom.2016.07.0062-s2.0-849959027902-s2.0-84995902790.pdf20527496982046170000-0002-9404-6098Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEcological Complexityinfo:eu-repo/semantics/openAccess2023-11-01T06:12:39Zoai:repositorio.unesp.br:11449/173811Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-11-01T06:12:39Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
title Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
spellingShingle Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
Garcia, Adriano G.
Cellular automata
Insect ecology
Refuge areas
Resistance management
Transgenic crops
title_short Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
title_full Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
title_fullStr Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
title_full_unstemmed Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
title_sort Predicting evolution of insect resistance to transgenic crops in within-field refuge configurations, based on larval movement
author Garcia, Adriano G.
author_facet Garcia, Adriano G.
Ferreira, Cláudia P. [UNESP]
Cônsoli, Fernando L.
Godoy, Wesley A.C.
author_role author
author2 Ferreira, Cláudia P. [UNESP]
Cônsoli, Fernando L.
Godoy, Wesley A.C.
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Garcia, Adriano G.
Ferreira, Cláudia P. [UNESP]
Cônsoli, Fernando L.
Godoy, Wesley A.C.
dc.subject.por.fl_str_mv Cellular automata
Insect ecology
Refuge areas
Resistance management
Transgenic crops
topic Cellular automata
Insect ecology
Refuge areas
Resistance management
Transgenic crops
description The selection pressure imposed by the widespread use of transgenic technologies can lead to the evolution of insect resistance, and the availability of refuge areas that allow susceptible homozygous insects to survive is a key factor in delaying the evolution of resistance in agricultural landscapes. Different strategies to exploit refuge areas exist, but several insect-related ecological traits may directly affect the efficiency of refuges in slowing the development of resistance. Insect larval movement is one such trait that may affect the management of resistance, depending on the refuge strategy adopted. We developed a computational model to simulate how larval movement would affect the spatio-temporal dynamics of the evolution of resistance of insect pests to Bt crops, under different refuge configurations. In order to test the model, we used population data for Spodoptera frugiperda, one of the main target pests for control with Bt toxins. Simulations were run for spatial arrangements composed of three refuge configurations (seed mixture, blocks, and strips), with sizes ranging from 20% to 50% for two types of resistance (incomplete and complete) and three rates of larval movement (proportion of larvae moving per time step), equal to 0, 0.1 and 0.5. We demonstrated that with a seed mixture, in most cases the higher the rate of larval movement, the higher the proportion of resistant insects in the population in an area, regardless of the type of resistance tested. Strip configurations showed the opposite trend. In a block configuration, the number of resistant larvae was highest at an intermediate dispersal rate (0.1). We concluded that larval movement is an important variable affecting the evolution of resistance to Bt crops, but its effect depends on the type of resistance and the configuration and size of the refuge.
publishDate 2016
dc.date.none.fl_str_mv 2016-12-01
2018-12-11T17:07:51Z
2018-12-11T17:07:51Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.ecocom.2016.07.006
Ecological Complexity, v. 28, p. 94-103.
1476-945X
http://hdl.handle.net/11449/173811
10.1016/j.ecocom.2016.07.006
2-s2.0-84995902790
2-s2.0-84995902790.pdf
2052749698204617
0000-0002-9404-6098
url http://dx.doi.org/10.1016/j.ecocom.2016.07.006
http://hdl.handle.net/11449/173811
identifier_str_mv Ecological Complexity, v. 28, p. 94-103.
1476-945X
10.1016/j.ecocom.2016.07.006
2-s2.0-84995902790
2-s2.0-84995902790.pdf
2052749698204617
0000-0002-9404-6098
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Ecological Complexity
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 94-103
application/pdf
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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