Cargando…
Untargeted Metabolomics Analysis by UHPLC-MS/MS of Soybean Plant in a Compatible Response to Phakopsora pachyrhizi Infection
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 p...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8003322/ https://www.ncbi.nlm.nih.gov/pubmed/33808519 http://dx.doi.org/10.3390/metabo11030179 |
_version_ | 1783671662630141952 |
---|---|
author | Silva, Evandro Perez da Graça, José Porto, Carla Martin do Prado, Rodolpho Nunes, Estela Corrêa Marcelino-Guimarães, Francismar Conrado Meyer, Mauricio Jorge Pilau, Eduardo |
author_facet | Silva, Evandro Perez da Graça, José Porto, Carla Martin do Prado, Rodolpho Nunes, Estela Corrêa Marcelino-Guimarães, Francismar Conrado Meyer, Mauricio Jorge Pilau, Eduardo |
author_sort | Silva, Evandro |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8003322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80033222021-03-28 Untargeted Metabolomics Analysis by UHPLC-MS/MS of Soybean Plant in a Compatible Response to Phakopsora pachyrhizi Infection Silva, Evandro Perez da Graça, José Porto, Carla Martin do Prado, Rodolpho Nunes, Estela Corrêa Marcelino-Guimarães, Francismar Conrado Meyer, Mauricio Jorge Pilau, Eduardo Metabolites Article 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. MDPI 2021-03-19 /pmc/articles/PMC8003322/ /pubmed/33808519 http://dx.doi.org/10.3390/metabo11030179 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Silva, Evandro Perez da Graça, José Porto, Carla Martin do Prado, Rodolpho Nunes, Estela Corrêa Marcelino-Guimarães, Francismar Conrado Meyer, Mauricio Jorge Pilau, Eduardo 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 |
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_short | 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 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8003322/ https://www.ncbi.nlm.nih.gov/pubmed/33808519 http://dx.doi.org/10.3390/metabo11030179 |
work_keys_str_mv | AT silvaevandro untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT perezdagracajose untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT portocarla untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT martindopradorodolpho untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT nunesestela untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT correamarcelinoguimaraesfrancismar untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT conradomeyermauricio untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection AT jorgepilaueduardo untargetedmetabolomicsanalysisbyuhplcmsmsofsoybeanplantinacompatibleresponsetophakopsorapachyrhiziinfection |