Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures

Detalhes bibliográficos
Autor(a) principal: Malaquias, José Bruno [UNESP]
Data de Publicação: 2021
Outros Autores: Godoy, Wesley Augusto Conde, Caprio, Michael A., Pachú, Jéssica Karina da Silva, de Sousa Ramalho, Francisco, Omoto, Celso, Ferreira, Claudia Pio [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1111/eea.13045
http://hdl.handle.net/11449/207584
Resumo: Transgenic crops expressing Bacillus thuringiensis Berliner (Bt) have been cultivated throughout the world as a great technological tool for developing integrated pest management. We hypothesized that artificial landscapes containing Bt and non-Bt cotton plants (Gossypium hirsutum L., Malvaceae) at small scales could influence dispersal by ballooning of Spodoptera frugiperda (JE Smith) (Lepidoptera: Noctuidae). We also simulated how ballooning dispersal combined with walking movement could impact resistance evolution in various scenarios of plant mixtures involving non-Bt and Bt cotton plants with high-dose and low-dose events. The ballooning frequency of Cry1F-resistant larvae in a treatment with non-Bt cotton as a natal plant and Bt cotton in adjacent sites was two-fold lower compared to when Bt cotton was the natal plant and non-Bt cotton was in the adjacent sites. Our model results suggested that the higher rate of walking movement associated with ballooning promoted faster resistance evolution in low-dose events, and contamination of Bt cotton fields with non-Bt cotton plants in a high-dose event showed the longest time to resistance. Therefore, a high rate of walking movement associated with ballooning negatively impacted the time for resistance to evolve in low-dose events.
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spelling Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixturesactive dispersalBt fieldscontaminationfall armywormintegrated pest management, transgenic crops, Bacillus thuringiensisLepidopteraNoctuidaepassive dispersalrefuge areasresistanceTransgenic crops expressing Bacillus thuringiensis Berliner (Bt) have been cultivated throughout the world as a great technological tool for developing integrated pest management. We hypothesized that artificial landscapes containing Bt and non-Bt cotton plants (Gossypium hirsutum L., Malvaceae) at small scales could influence dispersal by ballooning of Spodoptera frugiperda (JE Smith) (Lepidoptera: Noctuidae). We also simulated how ballooning dispersal combined with walking movement could impact resistance evolution in various scenarios of plant mixtures involving non-Bt and Bt cotton plants with high-dose and low-dose events. The ballooning frequency of Cry1F-resistant larvae in a treatment with non-Bt cotton as a natal plant and Bt cotton in adjacent sites was two-fold lower compared to when Bt cotton was the natal plant and non-Bt cotton was in the adjacent sites. Our model results suggested that the higher rate of walking movement associated with ballooning promoted faster resistance evolution in low-dose events, and contamination of Bt cotton fields with non-Bt cotton plants in a high-dose event showed the longest time to resistance. Therefore, a high rate of walking movement associated with ballooning negatively impacted the time for resistance to evolve in low-dose events.Department of Biostatistics Institute of Biosciences – IBB São Paulo State University (UNESP)Department of Entomology and Acarology Luiz de Queiroz College of Agriculture (ESALQ)Department of Biochemistry Molecular Biology Entomology and Plant Pathology Mississippi State UniversityBiological Control Unit Embrapa CottonDepartment of Biostatistics Institute of Biosciences – IBB São Paulo State University (UNESP)Universidade Estadual Paulista (Unesp)Luiz de Queiroz College of Agriculture (ESALQ)Mississippi State UniversityEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Malaquias, José Bruno [UNESP]Godoy, Wesley Augusto CondeCaprio, Michael A.Pachú, Jéssica Karina da Silvade Sousa Ramalho, FranciscoOmoto, CelsoFerreira, Claudia Pio [UNESP]2021-06-25T10:57:37Z2021-06-25T10:57:37Z2021-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1111/eea.13045Entomologia Experimentalis et Applicata.1570-74580013-8703http://hdl.handle.net/11449/20758410.1111/eea.130452-s2.0-8510393694720527496982046170000-0002-9404-6098Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEntomologia Experimentalis et Applicatainfo:eu-repo/semantics/openAccess2021-11-17T14:12:53Zoai:repositorio.unesp.br:11449/207584Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-11-17T14:12:53Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
title Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
spellingShingle Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
Malaquias, José Bruno [UNESP]
active dispersal
Bt fields
contamination
fall armyworm
integrated pest management, transgenic crops, Bacillus thuringiensis
Lepidoptera
Noctuidae
passive dispersal
refuge areas
resistance
title_short Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
title_full Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
title_fullStr Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
title_full_unstemmed Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
title_sort Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
author Malaquias, José Bruno [UNESP]
author_facet Malaquias, José Bruno [UNESP]
Godoy, Wesley Augusto Conde
Caprio, Michael A.
Pachú, Jéssica Karina da Silva
de Sousa Ramalho, Francisco
Omoto, Celso
Ferreira, Claudia Pio [UNESP]
author_role author
author2 Godoy, Wesley Augusto Conde
Caprio, Michael A.
Pachú, Jéssica Karina da Silva
de Sousa Ramalho, Francisco
Omoto, Celso
Ferreira, Claudia Pio [UNESP]
author2_role author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Luiz de Queiroz College of Agriculture (ESALQ)
Mississippi State University
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
dc.contributor.author.fl_str_mv Malaquias, José Bruno [UNESP]
Godoy, Wesley Augusto Conde
Caprio, Michael A.
Pachú, Jéssica Karina da Silva
de Sousa Ramalho, Francisco
Omoto, Celso
Ferreira, Claudia Pio [UNESP]
dc.subject.por.fl_str_mv active dispersal
Bt fields
contamination
fall armyworm
integrated pest management, transgenic crops, Bacillus thuringiensis
Lepidoptera
Noctuidae
passive dispersal
refuge areas
resistance
topic active dispersal
Bt fields
contamination
fall armyworm
integrated pest management, transgenic crops, Bacillus thuringiensis
Lepidoptera
Noctuidae
passive dispersal
refuge areas
resistance
description Transgenic crops expressing Bacillus thuringiensis Berliner (Bt) have been cultivated throughout the world as a great technological tool for developing integrated pest management. We hypothesized that artificial landscapes containing Bt and non-Bt cotton plants (Gossypium hirsutum L., Malvaceae) at small scales could influence dispersal by ballooning of Spodoptera frugiperda (JE Smith) (Lepidoptera: Noctuidae). We also simulated how ballooning dispersal combined with walking movement could impact resistance evolution in various scenarios of plant mixtures involving non-Bt and Bt cotton plants with high-dose and low-dose events. The ballooning frequency of Cry1F-resistant larvae in a treatment with non-Bt cotton as a natal plant and Bt cotton in adjacent sites was two-fold lower compared to when Bt cotton was the natal plant and non-Bt cotton was in the adjacent sites. Our model results suggested that the higher rate of walking movement associated with ballooning promoted faster resistance evolution in low-dose events, and contamination of Bt cotton fields with non-Bt cotton plants in a high-dose event showed the longest time to resistance. Therefore, a high rate of walking movement associated with ballooning negatively impacted the time for resistance to evolve in low-dose events.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-25T10:57:37Z
2021-06-25T10:57:37Z
2021-01-01
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/10.1111/eea.13045
Entomologia Experimentalis et Applicata.
1570-7458
0013-8703
http://hdl.handle.net/11449/207584
10.1111/eea.13045
2-s2.0-85103936947
2052749698204617
0000-0002-9404-6098
url http://dx.doi.org/10.1111/eea.13045
http://hdl.handle.net/11449/207584
identifier_str_mv Entomologia Experimentalis et Applicata.
1570-7458
0013-8703
10.1111/eea.13045
2-s2.0-85103936947
2052749698204617
0000-0002-9404-6098
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Entomologia Experimentalis et Applicata
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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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