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Metabolomics Insight into the Variety-Mediated Responses to Aspergillus carbonarius Infection in Grapevine Berries
[Image: see text] Limited knowledge regarding the susceptibility of grape varieties to ochratoxin A (OTA)-producing fungi is available to date. This study aimed to investigate the susceptibility of different grape varieties to Aspergillus carbonarius concerning OTA contamination and modulation at th...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500680/ https://www.ncbi.nlm.nih.gov/pubmed/37720731 http://dx.doi.org/10.1021/acsomega.3c01381 |
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author | Giorni, Paola Zhang, Leilei Bavaresco, Luigi Lucini, Luigi Battilani, Paola |
author_facet | Giorni, Paola Zhang, Leilei Bavaresco, Luigi Lucini, Luigi Battilani, Paola |
author_sort | Giorni, Paola |
collection | PubMed |
description | [Image: see text] Limited knowledge regarding the susceptibility of grape varieties to ochratoxin A (OTA)-producing fungi is available to date. This study aimed to investigate the susceptibility of different grape varieties to Aspergillus carbonarius concerning OTA contamination and modulation at the metabolome level. Six grape varieties were selected, sampled at early veraison and ripening, artificially inoculated with A. carbonarius, and incubated at two temperature regimes. Significant differences were observed across cultivars, with Barbera showing the highest incidence of moldy berries (around 30%), while Malvasia and Ortrugo showed the lowest incidence (about 2%). OTA contamination was the lowest in Ortrugo and Malvasia, and the highest in Croatina, although it was not significantly different from Barbera, Merlot, and Sauvignon Blanc. Fungal development and mycotoxin production changed with grape variety; the sugar content in berries could also have played a role. Unsupervised multivariate statistical analysis from metabolomic fingerprints highlighted cultivar-specific responses, although a more generalized response was observed by supervised OPLS-DA modeling. An accumulation of nitrogen-containing compounds (alkaloids and glucosinolates), phenylpropanoids, and terpenoids, in addition to phytoalexins, was observed in all samples. A broader modulation of the metabolome was observed in white grapes, which were less contaminated by OTA. Jasmonates and oxylipins were identified as critical upstream modulators in metabolomic profiles. A direct correlation between the plant defense machinery and OTA was not observed, but the information was acquired and can contribute to optimizing preventive actions. |
format | Online Article Text |
id | pubmed-10500680 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-105006802023-09-15 Metabolomics Insight into the Variety-Mediated Responses to Aspergillus carbonarius Infection in Grapevine Berries Giorni, Paola Zhang, Leilei Bavaresco, Luigi Lucini, Luigi Battilani, Paola ACS Omega [Image: see text] Limited knowledge regarding the susceptibility of grape varieties to ochratoxin A (OTA)-producing fungi is available to date. This study aimed to investigate the susceptibility of different grape varieties to Aspergillus carbonarius concerning OTA contamination and modulation at the metabolome level. Six grape varieties were selected, sampled at early veraison and ripening, artificially inoculated with A. carbonarius, and incubated at two temperature regimes. Significant differences were observed across cultivars, with Barbera showing the highest incidence of moldy berries (around 30%), while Malvasia and Ortrugo showed the lowest incidence (about 2%). OTA contamination was the lowest in Ortrugo and Malvasia, and the highest in Croatina, although it was not significantly different from Barbera, Merlot, and Sauvignon Blanc. Fungal development and mycotoxin production changed with grape variety; the sugar content in berries could also have played a role. Unsupervised multivariate statistical analysis from metabolomic fingerprints highlighted cultivar-specific responses, although a more generalized response was observed by supervised OPLS-DA modeling. An accumulation of nitrogen-containing compounds (alkaloids and glucosinolates), phenylpropanoids, and terpenoids, in addition to phytoalexins, was observed in all samples. A broader modulation of the metabolome was observed in white grapes, which were less contaminated by OTA. Jasmonates and oxylipins were identified as critical upstream modulators in metabolomic profiles. A direct correlation between the plant defense machinery and OTA was not observed, but the information was acquired and can contribute to optimizing preventive actions. American Chemical Society 2023-08-30 /pmc/articles/PMC10500680/ /pubmed/37720731 http://dx.doi.org/10.1021/acsomega.3c01381 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Giorni, Paola Zhang, Leilei Bavaresco, Luigi Lucini, Luigi Battilani, Paola Metabolomics Insight into the Variety-Mediated Responses to Aspergillus carbonarius Infection in Grapevine Berries |
title | Metabolomics Insight into the Variety-Mediated Responses
to Aspergillus carbonarius Infection
in Grapevine Berries |
title_full | Metabolomics Insight into the Variety-Mediated Responses
to Aspergillus carbonarius Infection
in Grapevine Berries |
title_fullStr | Metabolomics Insight into the Variety-Mediated Responses
to Aspergillus carbonarius Infection
in Grapevine Berries |
title_full_unstemmed | Metabolomics Insight into the Variety-Mediated Responses
to Aspergillus carbonarius Infection
in Grapevine Berries |
title_short | Metabolomics Insight into the Variety-Mediated Responses
to Aspergillus carbonarius Infection
in Grapevine Berries |
title_sort | metabolomics insight into the variety-mediated responses
to aspergillus carbonarius infection
in grapevine berries |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10500680/ https://www.ncbi.nlm.nih.gov/pubmed/37720731 http://dx.doi.org/10.1021/acsomega.3c01381 |
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