Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae)
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da Universidade Federal do Ceará (UFC) |
Texto Completo: | http://www.repositorio.ufc.br/handle/riufc/69388 |
Resumo: | Metabolomics, together with analytical methods and chemometric tools, point to new paths for selecting species that are resistant to pests and diseases. In this work, the forage palm species’ metabolomic profile was investigated, and the relation between the chemical composition and resistance to Dactylopius opuntiae (carmine cochineal). The study was performed in cladodes of different non-susceptible cultivars (Nopalea cochenillifera (L.) Salm-Dyck, Opuntia stricta (Haw.), Nopalea cochenillifera and susceptible cultivar (Opuntia ficus-indica (L.) Mill.)). Metabolic profile showed 28 metabolites detected in the four species. From these total, 18 metabolites were annotated using UPLC-QTOF-MSE (ultra-performance liquid chromatography coupled with an electrospray ionization quadrupole time-of-flight mass spectrometry operating in MSE mode). By comparing the chemical profiles of non-susceptible and susceptible species through the application of chemometric tools, it was possible to obtain biomarkers (quercetin-3-O-2’,6’-dirhamnosylglucoside, quercetin rhamnosyl dihexoside, and isorhamnetin-3-sophoroside-7-rhamnoside) that may be associated with resistance to carmine cochineal. Metabolomics based on UPLC-QTOF-MSE and chemometric allowed to establish the biomarkers knowledge of the resistance present in forage palm species. These results contribute to developing the initial understanding of flavonoids’ role in the defense mechanisms of cactaceans and can be useful for application in breeding programs; it can increase the chances of success in creating new varieties of plants not susceptible to carmine cochineal. |
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Repositório Institucional da Universidade Federal do Ceará (UFC) |
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Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae)CactaceaeDactylopius opuntiaeUPLC-QTOF-MSEChemometricsMetabolomics, together with analytical methods and chemometric tools, point to new paths for selecting species that are resistant to pests and diseases. In this work, the forage palm species’ metabolomic profile was investigated, and the relation between the chemical composition and resistance to Dactylopius opuntiae (carmine cochineal). The study was performed in cladodes of different non-susceptible cultivars (Nopalea cochenillifera (L.) Salm-Dyck, Opuntia stricta (Haw.), Nopalea cochenillifera and susceptible cultivar (Opuntia ficus-indica (L.) Mill.)). Metabolic profile showed 28 metabolites detected in the four species. From these total, 18 metabolites were annotated using UPLC-QTOF-MSE (ultra-performance liquid chromatography coupled with an electrospray ionization quadrupole time-of-flight mass spectrometry operating in MSE mode). By comparing the chemical profiles of non-susceptible and susceptible species through the application of chemometric tools, it was possible to obtain biomarkers (quercetin-3-O-2’,6’-dirhamnosylglucoside, quercetin rhamnosyl dihexoside, and isorhamnetin-3-sophoroside-7-rhamnoside) that may be associated with resistance to carmine cochineal. Metabolomics based on UPLC-QTOF-MSE and chemometric allowed to establish the biomarkers knowledge of the resistance present in forage palm species. These results contribute to developing the initial understanding of flavonoids’ role in the defense mechanisms of cactaceans and can be useful for application in breeding programs; it can increase the chances of success in creating new varieties of plants not susceptible to carmine cochineal.Journal of the Brazilian Chemical Society2022-11-22T17:44:30Z2022-11-22T17:44:30Z2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfNASCIMENTO, R. F. et al. Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae). Journal of the Brazilian Chemical Society, [s.l.], v. 32, n. 8, p. 1617-1627, 2021. DOI: https://dx.doi.org/10.21577/0103-5053.202100600103-5053http://www.repositorio.ufc.br/handle/riufc/69388Matos, Thiago Kelvin BritoGuedes, Jhonyson Arruda CarvalhoAlves Filho, Elenilson de GodoyLuz, Licia dos ReisLopes, Gisele SimoneNascimento, Ronaldo Ferreira doSousa, João Antônio Costa deCanuto, Kirley MarquesBrito, Edy Sousa deDias-Pini, Nivia da SilvaZocolo, Guilherme Juliãoinfo:eu-repo/semantics/openAccessengreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFC2023-12-06T17:53:23Zoai:repositorio.ufc.br:riufc/69388Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-09-11T18:18:29.387160Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false |
dc.title.none.fl_str_mv |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
title |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
spellingShingle |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) Matos, Thiago Kelvin Brito Cactaceae Dactylopius opuntiae UPLC-QTOF-MSE Chemometrics |
title_short |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
title_full |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
title_fullStr |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
title_full_unstemmed |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
title_sort |
Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae) |
author |
Matos, Thiago Kelvin Brito |
author_facet |
Matos, Thiago Kelvin Brito Guedes, Jhonyson Arruda Carvalho Alves Filho, Elenilson de Godoy Luz, Licia dos Reis Lopes, Gisele Simone Nascimento, Ronaldo Ferreira do Sousa, João Antônio Costa de Canuto, Kirley Marques Brito, Edy Sousa de Dias-Pini, Nivia da Silva Zocolo, Guilherme Julião |
author_role |
author |
author2 |
Guedes, Jhonyson Arruda Carvalho Alves Filho, Elenilson de Godoy Luz, Licia dos Reis Lopes, Gisele Simone Nascimento, Ronaldo Ferreira do Sousa, João Antônio Costa de Canuto, Kirley Marques Brito, Edy Sousa de Dias-Pini, Nivia da Silva Zocolo, Guilherme Julião |
author2_role |
author author author author author author author author author author |
dc.contributor.author.fl_str_mv |
Matos, Thiago Kelvin Brito Guedes, Jhonyson Arruda Carvalho Alves Filho, Elenilson de Godoy Luz, Licia dos Reis Lopes, Gisele Simone Nascimento, Ronaldo Ferreira do Sousa, João Antônio Costa de Canuto, Kirley Marques Brito, Edy Sousa de Dias-Pini, Nivia da Silva Zocolo, Guilherme Julião |
dc.subject.por.fl_str_mv |
Cactaceae Dactylopius opuntiae UPLC-QTOF-MSE Chemometrics |
topic |
Cactaceae Dactylopius opuntiae UPLC-QTOF-MSE Chemometrics |
description |
Metabolomics, together with analytical methods and chemometric tools, point to new paths for selecting species that are resistant to pests and diseases. In this work, the forage palm species’ metabolomic profile was investigated, and the relation between the chemical composition and resistance to Dactylopius opuntiae (carmine cochineal). The study was performed in cladodes of different non-susceptible cultivars (Nopalea cochenillifera (L.) Salm-Dyck, Opuntia stricta (Haw.), Nopalea cochenillifera and susceptible cultivar (Opuntia ficus-indica (L.) Mill.)). Metabolic profile showed 28 metabolites detected in the four species. From these total, 18 metabolites were annotated using UPLC-QTOF-MSE (ultra-performance liquid chromatography coupled with an electrospray ionization quadrupole time-of-flight mass spectrometry operating in MSE mode). By comparing the chemical profiles of non-susceptible and susceptible species through the application of chemometric tools, it was possible to obtain biomarkers (quercetin-3-O-2’,6’-dirhamnosylglucoside, quercetin rhamnosyl dihexoside, and isorhamnetin-3-sophoroside-7-rhamnoside) that may be associated with resistance to carmine cochineal. Metabolomics based on UPLC-QTOF-MSE and chemometric allowed to establish the biomarkers knowledge of the resistance present in forage palm species. These results contribute to developing the initial understanding of flavonoids’ role in the defense mechanisms of cactaceans and can be useful for application in breeding programs; it can increase the chances of success in creating new varieties of plants not susceptible to carmine cochineal. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021 2022-11-22T17:44:30Z 2022-11-22T17:44:30Z |
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 |
NASCIMENTO, R. F. et al. Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae). Journal of the Brazilian Chemical Society, [s.l.], v. 32, n. 8, p. 1617-1627, 2021. DOI: https://dx.doi.org/10.21577/0103-5053.20210060 0103-5053 http://www.repositorio.ufc.br/handle/riufc/69388 |
identifier_str_mv |
NASCIMENTO, R. F. et al. Integrated UPLC-HRMS, chemometric tools, and metabolomic analysis of forage palm (Opuntia spp. and Nopalea spp.) to define biomarkers associated with non-susceptibility to Carmine Cochineal (Dactylopius opuntiae). Journal of the Brazilian Chemical Society, [s.l.], v. 32, n. 8, p. 1617-1627, 2021. DOI: https://dx.doi.org/10.21577/0103-5053.20210060 0103-5053 |
url |
http://www.repositorio.ufc.br/handle/riufc/69388 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Journal of the Brazilian Chemical Society |
publisher.none.fl_str_mv |
Journal of the Brazilian Chemical Society |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da Universidade Federal do Ceará (UFC) instname:Universidade Federal do Ceará (UFC) instacron:UFC |
instname_str |
Universidade Federal do Ceará (UFC) |
instacron_str |
UFC |
institution |
UFC |
reponame_str |
Repositório Institucional da Universidade Federal do Ceará (UFC) |
collection |
Repositório Institucional da Universidade Federal do Ceará (UFC) |
repository.name.fl_str_mv |
Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC) |
repository.mail.fl_str_mv |
bu@ufc.br || repositorio@ufc.br |
_version_ |
1813028748086214656 |