Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.

Detalhes bibliográficos
Autor(a) principal: SILVA, E.
Data de Publicação: 2021
Outros Autores: GRAÇA, J. P. da, PORTO, C., PRADO, R. M. do, NUNES, E. de O., MARCELINO-GUIMARÃES, F. C., MEYER, M. C., PILAU, E. J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133417
Resumo: Abstract: Phakopsora pachyrhizi is a biotrophic fungus, causer of the disease Asian Soybean Rust, a severe crop disease of soybean and one that demands greater investment from producers. Thus, research efforts to control this disease are still needed. We investigated the expression of metabolites in soybean plants presenting a resistant genotype inoculated with P. pachyrhizi through the untargeted metabolomics approach. The analysis was performed in control and inoculated plants with P. pachyrhizi using UHPLC-MS/MS. Principal component analysis (PCA) and the partial least squares discriminant analysis (PLS-DA), was applied to the data analysis. PCA and PLS-DA resulted in a clear separation and classification of groups between control and inoculated plants. The metabolites were putative classified and identified using the Global Natural Products Social Molecular Networking platform in flavonoids, isoflavonoids, lipids, fatty acyls, terpenes, and carboxylic acids. Flavonoids and isoflavonoids were up-regulation, while terpenes were down-regulated in response to the soybean?P. pachyrhizi interaction. Our data provide insights into the potential role of some metabolites as flavonoids and isoflavonoids in the plant resistance to ASR. This information could result in the development of resistant genotypes of soybean to P. pachyrhizi, and effective and specific products against the pathogen.
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spelling Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.MetabolômicaUHPLC-MS / MSQuimiometriaGNPSAsian soybean rustSojaFerrugemPhakopsora PachyrhiziMetabolomicsChemometricsAbstract: Phakopsora pachyrhizi is a biotrophic fungus, causer of the disease Asian Soybean Rust, a severe crop disease of soybean and one that demands greater investment from producers. Thus, research efforts to control this disease are still needed. We investigated the expression of metabolites in soybean plants presenting a resistant genotype inoculated with P. pachyrhizi through the untargeted metabolomics approach. The analysis was performed in control and inoculated plants with P. pachyrhizi using UHPLC-MS/MS. Principal component analysis (PCA) and the partial least squares discriminant analysis (PLS-DA), was applied to the data analysis. PCA and PLS-DA resulted in a clear separation and classification of groups between control and inoculated plants. The metabolites were putative classified and identified using the Global Natural Products Social Molecular Networking platform in flavonoids, isoflavonoids, lipids, fatty acyls, terpenes, and carboxylic acids. Flavonoids and isoflavonoids were up-regulation, while terpenes were down-regulated in response to the soybean?P. pachyrhizi interaction. Our data provide insights into the potential role of some metabolites as flavonoids and isoflavonoids in the plant resistance to ASR. This information could result in the development of resistant genotypes of soybean to P. pachyrhizi, and effective and specific products against the pathogen.EVANDRO SILVA, Universidade Estadual de Londrina, UEM, Maringá, PR.; JOSÉ PEREZ DA GRAÇA, UEM, universidade Estadual de Maringá, Maringá, PR.; CARLA PORTO, Universidade Estadual de Maringá, UEM, PR.; RODOLPHO MARTIN DO PRADO, Universidade Estadual de Maringá, UEM, Maringá, PR.; ESTELA DE OLIVEIRA NUNES, CNPSA; FRANCISMAR CORREA MARCELINO GUIMARA, CNPSO; MAURICIO CONRADO MEYER, CNPSO; EDUARDO JORGE PILAU, Universidade Estaduala de Maringá, UEM, Maringá, PR.SILVA, E.GRAÇA, J. P. daPORTO, C.PRADO, R. M. doNUNES, E. de O.MARCELINO-GUIMARÃES, F. C.MEYER, M. C.PILAU, E. J.2021-08-10T19:01:50Z2021-08-10T19:01:50Z2021-08-102021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article15 p.Metabolites, v. 11, n. 3, 179, 2021.http://www.alice.cnptia.embrapa.br/alice/handle/doc/113341710.3390/metabo11030179enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2021-08-10T19:01:59Zoai:www.alice.cnptia.embrapa.br:doc/1133417Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542021-08-10T19:01:59falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542021-08-10T19:01:59Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
title Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
spellingShingle Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
SILVA, E.
Metabolômica
UHPLC-MS / MS
Quimiometria
GNPS
Asian soybean rust
Soja
Ferrugem
Phakopsora Pachyrhizi
Metabolomics
Chemometrics
title_short Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
title_full Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
title_fullStr Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
title_full_unstemmed Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
title_sort Untargeted metabolomics analysis by UHPLC-MS/MS of soybean plant in a compatible response to Phakopsora pachyrhizi infection.
author SILVA, E.
author_facet SILVA, E.
GRAÇA, J. P. da
PORTO, C.
PRADO, R. M. do
NUNES, E. de O.
MARCELINO-GUIMARÃES, F. C.
MEYER, M. C.
PILAU, E. J.
author_role author
author2 GRAÇA, J. P. da
PORTO, C.
PRADO, R. M. do
NUNES, E. de O.
MARCELINO-GUIMARÃES, F. C.
MEYER, M. C.
PILAU, E. J.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv EVANDRO SILVA, Universidade Estadual de Londrina, UEM, Maringá, PR.; JOSÉ PEREZ DA GRAÇA, UEM, universidade Estadual de Maringá, Maringá, PR.; CARLA PORTO, Universidade Estadual de Maringá, UEM, PR.; RODOLPHO MARTIN DO PRADO, Universidade Estadual de Maringá, UEM, Maringá, PR.; ESTELA DE OLIVEIRA NUNES, CNPSA; FRANCISMAR CORREA MARCELINO GUIMARA, CNPSO; MAURICIO CONRADO MEYER, CNPSO; EDUARDO JORGE PILAU, Universidade Estaduala de Maringá, UEM, Maringá, PR.
dc.contributor.author.fl_str_mv SILVA, E.
GRAÇA, J. P. da
PORTO, C.
PRADO, R. M. do
NUNES, E. de O.
MARCELINO-GUIMARÃES, F. C.
MEYER, M. C.
PILAU, E. J.
dc.subject.por.fl_str_mv Metabolômica
UHPLC-MS / MS
Quimiometria
GNPS
Asian soybean rust
Soja
Ferrugem
Phakopsora Pachyrhizi
Metabolomics
Chemometrics
topic Metabolômica
UHPLC-MS / MS
Quimiometria
GNPS
Asian soybean rust
Soja
Ferrugem
Phakopsora Pachyrhizi
Metabolomics
Chemometrics
description Abstract: Phakopsora pachyrhizi is a biotrophic fungus, causer of the disease Asian Soybean Rust, a severe crop disease of soybean and one that demands greater investment from producers. Thus, research efforts to control this disease are still needed. We investigated the expression of metabolites in soybean plants presenting a resistant genotype inoculated with P. pachyrhizi through the untargeted metabolomics approach. The analysis was performed in control and inoculated plants with P. pachyrhizi using UHPLC-MS/MS. Principal component analysis (PCA) and the partial least squares discriminant analysis (PLS-DA), was applied to the data analysis. PCA and PLS-DA resulted in a clear separation and classification of groups between control and inoculated plants. The metabolites were putative classified and identified using the Global Natural Products Social Molecular Networking platform in flavonoids, isoflavonoids, lipids, fatty acyls, terpenes, and carboxylic acids. Flavonoids and isoflavonoids were up-regulation, while terpenes were down-regulated in response to the soybean?P. pachyrhizi interaction. Our data provide insights into the potential role of some metabolites as flavonoids and isoflavonoids in the plant resistance to ASR. This information could result in the development of resistant genotypes of soybean to P. pachyrhizi, and effective and specific products against the pathogen.
publishDate 2021
dc.date.none.fl_str_mv 2021-08-10T19:01:50Z
2021-08-10T19:01:50Z
2021-08-10
2021
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Metabolites, v. 11, n. 3, 179, 2021.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133417
10.3390/metabo11030179
identifier_str_mv Metabolites, v. 11, n. 3, 179, 2021.
10.3390/metabo11030179
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1133417
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 15 p.
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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