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Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties
Metabolic changes in spikelets of wheat varieties FL62R1, Stettler, Muchmore and Sumai3 following Fusarium graminearum infection were explored using NMR analysis. Extensive 1D and 2D (1)H NMR measurements provided information for detailed metabolite assignment and quantification leading to possible...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4839701/ https://www.ncbi.nlm.nih.gov/pubmed/27101152 http://dx.doi.org/10.1371/journal.pone.0153642 |
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author | Cuperlovic-Culf, Miroslava Wang, Lipu Forseille, Lily Boyle, Kerry Merkley, Nadine Burton, Ian Fobert, Pierre R. |
author_facet | Cuperlovic-Culf, Miroslava Wang, Lipu Forseille, Lily Boyle, Kerry Merkley, Nadine Burton, Ian Fobert, Pierre R. |
author_sort | Cuperlovic-Culf, Miroslava |
collection | PubMed |
description | Metabolic changes in spikelets of wheat varieties FL62R1, Stettler, Muchmore and Sumai3 following Fusarium graminearum infection were explored using NMR analysis. Extensive 1D and 2D (1)H NMR measurements provided information for detailed metabolite assignment and quantification leading to possible metabolic markers discriminating resistance level in wheat subtypes. In addition, metabolic changes that are observed in all studied varieties as well as wheat variety specific changes have been determined and discussed. A new method for metabolite quantification from NMR data that automatically aligns spectra of standards and samples prior to quantification using multivariate linear regression optimization of spectra of assigned metabolites to samples’ 1D spectra is described and utilized. Fusarium infection-induced metabolic changes in different wheat varieties are discussed in the context of metabolic network and resistance. |
format | Online Article Text |
id | pubmed-4839701 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-48397012016-04-29 Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties Cuperlovic-Culf, Miroslava Wang, Lipu Forseille, Lily Boyle, Kerry Merkley, Nadine Burton, Ian Fobert, Pierre R. PLoS One Research Article Metabolic changes in spikelets of wheat varieties FL62R1, Stettler, Muchmore and Sumai3 following Fusarium graminearum infection were explored using NMR analysis. Extensive 1D and 2D (1)H NMR measurements provided information for detailed metabolite assignment and quantification leading to possible metabolic markers discriminating resistance level in wheat subtypes. In addition, metabolic changes that are observed in all studied varieties as well as wheat variety specific changes have been determined and discussed. A new method for metabolite quantification from NMR data that automatically aligns spectra of standards and samples prior to quantification using multivariate linear regression optimization of spectra of assigned metabolites to samples’ 1D spectra is described and utilized. Fusarium infection-induced metabolic changes in different wheat varieties are discussed in the context of metabolic network and resistance. Public Library of Science 2016-04-21 /pmc/articles/PMC4839701/ /pubmed/27101152 http://dx.doi.org/10.1371/journal.pone.0153642 Text en © 2016 Cuperlovic-Culf et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Cuperlovic-Culf, Miroslava Wang, Lipu Forseille, Lily Boyle, Kerry Merkley, Nadine Burton, Ian Fobert, Pierre R. Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties |
title | Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties |
title_full | Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties |
title_fullStr | Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties |
title_full_unstemmed | Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties |
title_short | Metabolic Biomarker Panels of Response to Fusarium Head Blight Infection in Different Wheat Varieties |
title_sort | metabolic biomarker panels of response to fusarium head blight infection in different wheat varieties |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4839701/ https://www.ncbi.nlm.nih.gov/pubmed/27101152 http://dx.doi.org/10.1371/journal.pone.0153642 |
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