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Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry
Alternaria spp. occur as plant pathogens worldwide under field and storage conditions. They lead to food spoilage and also produce several classes of secondary metabolites that contaminate the food production chain. From a food safety perspective, the major challenge of assessing the risk of Alterna...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7345142/ https://www.ncbi.nlm.nih.gov/pubmed/32526912 http://dx.doi.org/10.3390/metabo10060238 |
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author | Kelman, Megan J. Renaud, Justin B. Seifert, Keith A. Mack, Jonathan Yeung, Ken K.-C. Sumarah, Mark W. |
author_facet | Kelman, Megan J. Renaud, Justin B. Seifert, Keith A. Mack, Jonathan Yeung, Ken K.-C. Sumarah, Mark W. |
author_sort | Kelman, Megan J. |
collection | PubMed |
description | Alternaria spp. occur as plant pathogens worldwide under field and storage conditions. They lead to food spoilage and also produce several classes of secondary metabolites that contaminate the food production chain. From a food safety perspective, the major challenge of assessing the risk of Alternaria contamination is the lack of a clear consensus on their species-level taxonomy. Furthermore, there are currently no reliable DNA sequencing methods to allow for differentiation of the toxigenic potential of these fungi. Our objective was to determine which species of Alternaria exist in Canada, and to describe the compounds they make. To address these issues, we performed metabolomic profiling using liquid chromatography high-resolution mass spectrometry (LC-HRMS) on 128 Canadian strains of Alternaria to determine their chemotaxonomy. The Alternaria strains were analyzed using principal component analysis (PCA) and unbiased k-means clustering to identify metabolites with significant differences (p < 0.001) between groups. Four populations or ‘chemotypes’ were identified within the strains studied, and several known secondary metabolites of Alternaria were identified as distinguishing metabolites, including tenuazonic acid, phomapyrones, and altenuene. Though species-level identifications could not be concluded for all groups through metabolomics alone, A. infectoria was able to be identified as a distinct population. |
format | Online Article Text |
id | pubmed-7345142 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73451422020-07-09 Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry Kelman, Megan J. Renaud, Justin B. Seifert, Keith A. Mack, Jonathan Yeung, Ken K.-C. Sumarah, Mark W. Metabolites Article Alternaria spp. occur as plant pathogens worldwide under field and storage conditions. They lead to food spoilage and also produce several classes of secondary metabolites that contaminate the food production chain. From a food safety perspective, the major challenge of assessing the risk of Alternaria contamination is the lack of a clear consensus on their species-level taxonomy. Furthermore, there are currently no reliable DNA sequencing methods to allow for differentiation of the toxigenic potential of these fungi. Our objective was to determine which species of Alternaria exist in Canada, and to describe the compounds they make. To address these issues, we performed metabolomic profiling using liquid chromatography high-resolution mass spectrometry (LC-HRMS) on 128 Canadian strains of Alternaria to determine their chemotaxonomy. The Alternaria strains were analyzed using principal component analysis (PCA) and unbiased k-means clustering to identify metabolites with significant differences (p < 0.001) between groups. Four populations or ‘chemotypes’ were identified within the strains studied, and several known secondary metabolites of Alternaria were identified as distinguishing metabolites, including tenuazonic acid, phomapyrones, and altenuene. Though species-level identifications could not be concluded for all groups through metabolomics alone, A. infectoria was able to be identified as a distinct population. MDPI 2020-06-09 /pmc/articles/PMC7345142/ /pubmed/32526912 http://dx.doi.org/10.3390/metabo10060238 Text en © 2020 by the authors. 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/). |
spellingShingle | Article Kelman, Megan J. Renaud, Justin B. Seifert, Keith A. Mack, Jonathan Yeung, Ken K.-C. Sumarah, Mark W. Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry |
title | Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry |
title_full | Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry |
title_fullStr | Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry |
title_full_unstemmed | Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry |
title_short | Chemotaxonomic Profiling of Canadian Alternaria Populations Using High-Resolution Mass Spectrometry |
title_sort | chemotaxonomic profiling of canadian alternaria populations using high-resolution mass spectrometry |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7345142/ https://www.ncbi.nlm.nih.gov/pubmed/32526912 http://dx.doi.org/10.3390/metabo10060238 |
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