Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Tipo de documento: | Tese |
Idioma: | eng |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da USP |
Texto Completo: | http://www.teses.usp.br/teses/disponiveis/11/11146/tde-03012019-160052/ |
Resumo: | In this study we used Next-generation sequencing \"NGS\" for DNA and RNA sequencing to search for molecular markers associated with resistance of Spodoptera frugiperda (J.E. Smith) to insecticides and Bacillus thuringiensis Berliner (Bt) proteins. For this purpose, we selected S. frugiperda resistant strains to insecticides (chlorpyrifos, lambda-cyhalothrin, lufenuron, teflubenzuron and spinosad) belonging to different chemical groups and to the YieldGard VT-PRO® maize expressing Cry1A.105 and Cry2Ab2 proteins. The results of gene expression between resistant and susceptible strains of the neurotoxic insecticides chlorpyrifos and lambda-cyhalothrin demonstrated 935 differentially expressed genes associated with chlorpyrifos resistance and 241 differentially expressed genes associated with lambda-cyhalothrin. Most of these genes was related to high levels of expression in detoxification enzymes, especially the CYP3 and CPY6 families. Regarding to the insecticide teflubenzuron, the inheritance of resistance was characterized as autosomal, incompletely recessive and polygenic. The results of gene expression between resistant and susceptible strains of teflubenzuron indicated 3,519 differentially expressed transcripts, mainly detoxification enzymes from the GSTs, UGTs, P450s, CEs, as well as transport and regulation genes. This gene expression profile was also identified to YieldGard VT-PRO® resistant strain, which also demonstrated changes in the expression levels of other gene groups such as cadherin, aminopeptidases and alkaline phosphatase. Finally, to identify SNP markers associated with resistance of S. frugiperda to insecticides and Bt proteins, we used a genotyping by sequencing (GBS) protocol to all resistant strains and the susceptible strain. A total of 4,276 SNPs was recovered after filtering processes, where 53 polymorphic loci under selection were statistically significant (FDR<=0.047) and none of them was associated with coding regions. However, several of these SNPs were associated with regulatory regions of the genome. Analyses using DAPC resulted in the formation of seven clusters, with the susceptible line being separated from all resistant strains. The resistant strain to chlorpyrifos presented an exclusive cluster separated from the other resistant strains, which were grouped together. The association analyses between susceptible and resistant strains indicated 17 loci associated with all resistant strains, 114 loci associated with resistance to chlorpyrifos, 105 to lambda-cyhalothrin, 84 to lufenuron, 87 to teflubenzuron, 108 to spinosad and 62 to YieldGard VT-PRO® maize. Therefore, we can conclude that the resistance processes associated to insecticides and Bt toxins are due to a large number of molecular modifications at specific sites associated with detoxification and regulation processes. The use of technologies that allow for a systematic and comprehensive analyses of these phenomena, such as new-generation sequencing, large-scale molecular marker search, and functional studies with several insecticide groups should be the new research base to advance the knowledge on adaptive processes driven by the evolution of insect resistance to insecticides and Bt proteins. |
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Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteinsExplorando técnicas de sequenciamento de próxima geração (NGS) para identificar marcadores moleculares para o monitoramento da resistência de Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) a inseticidas e proteínas BtGenotipagem por sequenciamentoGenotyping by sequencingInsect resistance managementManejo da resistência de insetosMarcador molecularMolecular markerTranscriptomeTranscritomaIn this study we used Next-generation sequencing \"NGS\" for DNA and RNA sequencing to search for molecular markers associated with resistance of Spodoptera frugiperda (J.E. Smith) to insecticides and Bacillus thuringiensis Berliner (Bt) proteins. For this purpose, we selected S. frugiperda resistant strains to insecticides (chlorpyrifos, lambda-cyhalothrin, lufenuron, teflubenzuron and spinosad) belonging to different chemical groups and to the YieldGard VT-PRO® maize expressing Cry1A.105 and Cry2Ab2 proteins. The results of gene expression between resistant and susceptible strains of the neurotoxic insecticides chlorpyrifos and lambda-cyhalothrin demonstrated 935 differentially expressed genes associated with chlorpyrifos resistance and 241 differentially expressed genes associated with lambda-cyhalothrin. Most of these genes was related to high levels of expression in detoxification enzymes, especially the CYP3 and CPY6 families. Regarding to the insecticide teflubenzuron, the inheritance of resistance was characterized as autosomal, incompletely recessive and polygenic. The results of gene expression between resistant and susceptible strains of teflubenzuron indicated 3,519 differentially expressed transcripts, mainly detoxification enzymes from the GSTs, UGTs, P450s, CEs, as well as transport and regulation genes. This gene expression profile was also identified to YieldGard VT-PRO® resistant strain, which also demonstrated changes in the expression levels of other gene groups such as cadherin, aminopeptidases and alkaline phosphatase. Finally, to identify SNP markers associated with resistance of S. frugiperda to insecticides and Bt proteins, we used a genotyping by sequencing (GBS) protocol to all resistant strains and the susceptible strain. A total of 4,276 SNPs was recovered after filtering processes, where 53 polymorphic loci under selection were statistically significant (FDR<=0.047) and none of them was associated with coding regions. However, several of these SNPs were associated with regulatory regions of the genome. Analyses using DAPC resulted in the formation of seven clusters, with the susceptible line being separated from all resistant strains. The resistant strain to chlorpyrifos presented an exclusive cluster separated from the other resistant strains, which were grouped together. The association analyses between susceptible and resistant strains indicated 17 loci associated with all resistant strains, 114 loci associated with resistance to chlorpyrifos, 105 to lambda-cyhalothrin, 84 to lufenuron, 87 to teflubenzuron, 108 to spinosad and 62 to YieldGard VT-PRO® maize. Therefore, we can conclude that the resistance processes associated to insecticides and Bt toxins are due to a large number of molecular modifications at specific sites associated with detoxification and regulation processes. The use of technologies that allow for a systematic and comprehensive analyses of these phenomena, such as new-generation sequencing, large-scale molecular marker search, and functional studies with several insecticide groups should be the new research base to advance the knowledge on adaptive processes driven by the evolution of insect resistance to insecticides and Bt proteins.Técnicas de sequenciamento de DNA e RNA de próxima geração foram utilizadas para identificar marcadores moleculares associados à resistência de Spodoptera frugiperda (J.E. Smith) a inseticidas e proteínas de Bacillus thuringiensis Berliner (Bt). Para tanto, foram selecionadas linhagens de S. frugiperda resistentes a moléculas inseticidas (chlorpyrifos, lambda-cyhalothrin, lufenuron, teflubenzuron e spinosad) pertencentes a diferentes grupos químicos e ao milho YieldGard VT-PRO® que expressa proteínas Cry1A.105 e Cry2Ab2. Os resultados de expressão gênica entre as linhagens resistentes e suscetíveis aos inseticidas neurotóxicos chlorpyrifos e lambda-cyhalothrin, indicaram 935 genes associados à resistência a chlorpyrifos e 241 genes a lambda-cyhalothrin que foram diferencialmente expressos. A maior parte desses genes está relacionada a elevados nível de expressão de enzimas de detoxificação, principalmente das famílias CYP3 e CPY6. Com relação ao inseticida teflubenzuron, o padrão de herança da resistência foi caracterizado como resistência autossômica, incompletamente recessiva e poligênica. Os resultados de expressão gênica entre as linhagens resistente e suscetível a teflubenzuron indicou 3.519 transcritos diferencialmente expressos, principalmente de enzimas de detoxificação dos grupos GSTs, UGTs, P450s, CEs, além de genes de transporte e regulação. Esse perfil de expressão gênica também foi identificando na linhagem resistente ao milho YieldGard VT-PRO®, o qual também demonstrou modificações nos níveis de expressão de outros grupos gênicos como caderina, aminopeptidases e alcalino-fosfatase. Por último, com a finalidade de identificarmos marcadores tipo SNP associados à resistência de S. frugiperda a inseticidas e proteínas Bt, o protocolo de genotyping by sequencing (GBS) foi utilizado para todas as linhagens resistentes mencionadas e a linhagem suscetível de referência. Foram recuperados 4.276 SNPs após os processos de filtragem, sendo identificados 53 locos polimórficos sob seleção estatisticamente significantes (FDR<=0,047), sendo que nenhum deles associado a regiões codificantes. No entanto, vários desses SNPs foram associados a regiões reguladoras do genoma. As análises utilizando DAPC resultou na formação de sete grupos, com a separação da linhagem suscetível de todas as linhagens resistentes. A linhagem resistente a chlorpyrifos apresentou um grupo exclusivo separado das demais linhagens resistentes, as quais permaneceram agrupadas. As análises de associação entre as linhagens suscetível e resistentes indicaram 17 locos associados a todas as linhagens resistentes, 114 locos associados à linhagem resistente a chlorpyrifos, 105 a lambda-cyhalothrin, 84 a lufenuron, 87 a teflubenzuron, 108 a spinosad e 62 ao milho YieldGard VT-PRO®. Dessa forma podemos concluir que os processos de resistência associados a inseticidas e toxinas Bt são decorrentes de um grande número de modificações moleculares em sítios específicos associados a detoxificação e processos de regulação. Portanto, a utilização de tecnologias que possibilitem a análise sistêmica e ampla desses fenômenos, como sequenciamento de nova geração, busca de marcadores moleculares em larga escala e estudos funcionais com diversos grupos de inseticidas devem ser a nova base de pesquisa para avançar o conhecimento dos processos adaptativos impulsionados pela evolução da resistência de insetos a inseticidas e proteínas Bt.Biblioteca Digitais de Teses e Dissertações da USPOmoto, CelsoNascimento, Antonio Rogerio Bezerra do2018-08-16info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttp://www.teses.usp.br/teses/disponiveis/11/11146/tde-03012019-160052/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2023-01-03T12:56:38Zoai:teses.usp.br:tde-03012019-160052Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212023-01-03T12:56:38Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false |
dc.title.none.fl_str_mv |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins Explorando técnicas de sequenciamento de próxima geração (NGS) para identificar marcadores moleculares para o monitoramento da resistência de Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) a inseticidas e proteínas Bt |
title |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins |
spellingShingle |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins Nascimento, Antonio Rogerio Bezerra do Genotipagem por sequenciamento Genotyping by sequencing Insect resistance management Manejo da resistência de insetos Marcador molecular Molecular marker Transcriptome Transcritoma |
title_short |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins |
title_full |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins |
title_fullStr |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins |
title_full_unstemmed |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins |
title_sort |
Exploiting next generation sequencing techniques (NGS) to identify molecular markers for monitoring the resistance of Spodoptera frugiperda (J.E. Smith) (Lepidoptera: Noctuidae) to insecticides and Bt proteins |
author |
Nascimento, Antonio Rogerio Bezerra do |
author_facet |
Nascimento, Antonio Rogerio Bezerra do |
author_role |
author |
dc.contributor.none.fl_str_mv |
Omoto, Celso |
dc.contributor.author.fl_str_mv |
Nascimento, Antonio Rogerio Bezerra do |
dc.subject.por.fl_str_mv |
Genotipagem por sequenciamento Genotyping by sequencing Insect resistance management Manejo da resistência de insetos Marcador molecular Molecular marker Transcriptome Transcritoma |
topic |
Genotipagem por sequenciamento Genotyping by sequencing Insect resistance management Manejo da resistência de insetos Marcador molecular Molecular marker Transcriptome Transcritoma |
description |
In this study we used Next-generation sequencing \"NGS\" for DNA and RNA sequencing to search for molecular markers associated with resistance of Spodoptera frugiperda (J.E. Smith) to insecticides and Bacillus thuringiensis Berliner (Bt) proteins. For this purpose, we selected S. frugiperda resistant strains to insecticides (chlorpyrifos, lambda-cyhalothrin, lufenuron, teflubenzuron and spinosad) belonging to different chemical groups and to the YieldGard VT-PRO® maize expressing Cry1A.105 and Cry2Ab2 proteins. The results of gene expression between resistant and susceptible strains of the neurotoxic insecticides chlorpyrifos and lambda-cyhalothrin demonstrated 935 differentially expressed genes associated with chlorpyrifos resistance and 241 differentially expressed genes associated with lambda-cyhalothrin. Most of these genes was related to high levels of expression in detoxification enzymes, especially the CYP3 and CPY6 families. Regarding to the insecticide teflubenzuron, the inheritance of resistance was characterized as autosomal, incompletely recessive and polygenic. The results of gene expression between resistant and susceptible strains of teflubenzuron indicated 3,519 differentially expressed transcripts, mainly detoxification enzymes from the GSTs, UGTs, P450s, CEs, as well as transport and regulation genes. This gene expression profile was also identified to YieldGard VT-PRO® resistant strain, which also demonstrated changes in the expression levels of other gene groups such as cadherin, aminopeptidases and alkaline phosphatase. Finally, to identify SNP markers associated with resistance of S. frugiperda to insecticides and Bt proteins, we used a genotyping by sequencing (GBS) protocol to all resistant strains and the susceptible strain. A total of 4,276 SNPs was recovered after filtering processes, where 53 polymorphic loci under selection were statistically significant (FDR<=0.047) and none of them was associated with coding regions. However, several of these SNPs were associated with regulatory regions of the genome. Analyses using DAPC resulted in the formation of seven clusters, with the susceptible line being separated from all resistant strains. The resistant strain to chlorpyrifos presented an exclusive cluster separated from the other resistant strains, which were grouped together. The association analyses between susceptible and resistant strains indicated 17 loci associated with all resistant strains, 114 loci associated with resistance to chlorpyrifos, 105 to lambda-cyhalothrin, 84 to lufenuron, 87 to teflubenzuron, 108 to spinosad and 62 to YieldGard VT-PRO® maize. Therefore, we can conclude that the resistance processes associated to insecticides and Bt toxins are due to a large number of molecular modifications at specific sites associated with detoxification and regulation processes. The use of technologies that allow for a systematic and comprehensive analyses of these phenomena, such as new-generation sequencing, large-scale molecular marker search, and functional studies with several insecticide groups should be the new research base to advance the knowledge on adaptive processes driven by the evolution of insect resistance to insecticides and Bt proteins. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-08-16 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
format |
doctoralThesis |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://www.teses.usp.br/teses/disponiveis/11/11146/tde-03012019-160052/ |
url |
http://www.teses.usp.br/teses/disponiveis/11/11146/tde-03012019-160052/ |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
|
dc.rights.driver.fl_str_mv |
Liberar o conteúdo para acesso público. info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Liberar o conteúdo para acesso público. |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.coverage.none.fl_str_mv |
|
dc.publisher.none.fl_str_mv |
Biblioteca Digitais de Teses e Dissertações da USP |
publisher.none.fl_str_mv |
Biblioteca Digitais de Teses e Dissertações da USP |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da USP instname:Universidade de São Paulo (USP) instacron:USP |
instname_str |
Universidade de São Paulo (USP) |
instacron_str |
USP |
institution |
USP |
reponame_str |
Biblioteca Digital de Teses e Dissertações da USP |
collection |
Biblioteca Digital de Teses e Dissertações da USP |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP) |
repository.mail.fl_str_mv |
virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br |
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1815256626002657280 |