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Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera

Chemotaxonomy and the comparative analysis of metabolic features of fungi have the potential to provide valuable information relating to ecology and evolution, but have not been fully explored in fungal biology. Here, we investigated the chemical diversity of legume-associated Ascochyta and Phoma sp...

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Autores principales: Kim, Wonyong, Peever, Tobin L., Park, Jeong-Jin, Park, Chung-Min, Gang, David R., Xian, Ming, Davidson, Jenny A., Infantino, Alessandro, Kaiser, Walter J., Chen, Weidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4742866/
https://www.ncbi.nlm.nih.gov/pubmed/26847260
http://dx.doi.org/10.1038/srep20192
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author Kim, Wonyong
Peever, Tobin L.
Park, Jeong-Jin
Park, Chung-Min
Gang, David R.
Xian, Ming
Davidson, Jenny A.
Infantino, Alessandro
Kaiser, Walter J.
Chen, Weidong
author_facet Kim, Wonyong
Peever, Tobin L.
Park, Jeong-Jin
Park, Chung-Min
Gang, David R.
Xian, Ming
Davidson, Jenny A.
Infantino, Alessandro
Kaiser, Walter J.
Chen, Weidong
author_sort Kim, Wonyong
collection PubMed
description Chemotaxonomy and the comparative analysis of metabolic features of fungi have the potential to provide valuable information relating to ecology and evolution, but have not been fully explored in fungal biology. Here, we investigated the chemical diversity of legume-associated Ascochyta and Phoma species and the possible use of a metabolomics approach using liquid chromatography-mass spectrometry for their classification. The metabolic features of 45 strains including 11 known species isolated from various legumes were extracted, and the datasets were analyzed using chemometrics methods such as principal component and hierarchical clustering analyses. We found a high degree of intra-species consistency in metabolic profiles, but inter-species diversity was high. Molecular phylogenies of the legume-associated Ascochyta/Phoma species were estimated using sequence data from three protein-coding genes and the five major chemical groups that were detected in the hierarchical clustering analysis were mapped to the phylogeny. Clusters based on similarity of metabolic features were largely congruent with the species phylogeny. These results indicated that evolutionarily distinct fungal lineages have diversified their metabolic capacities as they have evolved independently. This whole metabolomics approach may be an effective tool for chemotaxonomy of fungal taxa lacking information on their metabolic content.
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spelling pubmed-47428662016-02-09 Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera Kim, Wonyong Peever, Tobin L. Park, Jeong-Jin Park, Chung-Min Gang, David R. Xian, Ming Davidson, Jenny A. Infantino, Alessandro Kaiser, Walter J. Chen, Weidong Sci Rep Article Chemotaxonomy and the comparative analysis of metabolic features of fungi have the potential to provide valuable information relating to ecology and evolution, but have not been fully explored in fungal biology. Here, we investigated the chemical diversity of legume-associated Ascochyta and Phoma species and the possible use of a metabolomics approach using liquid chromatography-mass spectrometry for their classification. The metabolic features of 45 strains including 11 known species isolated from various legumes were extracted, and the datasets were analyzed using chemometrics methods such as principal component and hierarchical clustering analyses. We found a high degree of intra-species consistency in metabolic profiles, but inter-species diversity was high. Molecular phylogenies of the legume-associated Ascochyta/Phoma species were estimated using sequence data from three protein-coding genes and the five major chemical groups that were detected in the hierarchical clustering analysis were mapped to the phylogeny. Clusters based on similarity of metabolic features were largely congruent with the species phylogeny. These results indicated that evolutionarily distinct fungal lineages have diversified their metabolic capacities as they have evolved independently. This whole metabolomics approach may be an effective tool for chemotaxonomy of fungal taxa lacking information on their metabolic content. Nature Publishing Group 2016-02-05 /pmc/articles/PMC4742866/ /pubmed/26847260 http://dx.doi.org/10.1038/srep20192 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Kim, Wonyong
Peever, Tobin L.
Park, Jeong-Jin
Park, Chung-Min
Gang, David R.
Xian, Ming
Davidson, Jenny A.
Infantino, Alessandro
Kaiser, Walter J.
Chen, Weidong
Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera
title Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera
title_full Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera
title_fullStr Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera
title_full_unstemmed Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera
title_short Use of metabolomics for the chemotaxonomy of legume-associated Ascochyta and allied genera
title_sort use of metabolomics for the chemotaxonomy of legume-associated ascochyta and allied genera
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4742866/
https://www.ncbi.nlm.nih.gov/pubmed/26847260
http://dx.doi.org/10.1038/srep20192
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