Evolutionary process modeling with Bayesian inference of Spodoptera frugiperda ballooning and walking dispersal in Bt and non-Bt cotton plant mixtures
Autor(a) principal: | |
---|---|
Data de Publicação: | 2021 |
Outros Autores: | , , , , , |
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. |
id |
UNSP_289dce33e5cde6ef39c3a30a41217481 |
---|---|
oai_identifier_str |
oai:repositorio.unesp.br:11449/207584 |
network_acronym_str |
UNSP |
network_name_str |
Repositório Institucional da UNESP |
repository_id_str |
2946 |
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 |
|
_version_ |
1803046774104915968 |