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)

Detalhes bibliográficos
Autor(a) principal: Matos, Thiago Kelvin Brito
Data de Publicação: 2021
Outros Autores: 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
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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spelling 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
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