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Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi
Metabolomics strategies are important tools to get holistic chemical information from a system, but they are scarcely applied to endophytic fungi to understand their chemical profiles of biosynthesized metabolites. Here Penicillium sp. was cultured using One Strain Many Compounds (OSMAC) conditions...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9961420/ https://www.ncbi.nlm.nih.gov/pubmed/36837855 http://dx.doi.org/10.3390/metabo13020236 |
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author | da Silva, Fernanda Motta Ribeiro Paggi, Gecele Matos Brust, Flávia Roberta Macedo, Alexandre José Silva, Denise Brentan |
author_facet | da Silva, Fernanda Motta Ribeiro Paggi, Gecele Matos Brust, Flávia Roberta Macedo, Alexandre José Silva, Denise Brentan |
author_sort | da Silva, Fernanda Motta Ribeiro |
collection | PubMed |
description | Metabolomics strategies are important tools to get holistic chemical information from a system, but they are scarcely applied to endophytic fungi to understand their chemical profiles of biosynthesized metabolites. Here Penicillium sp. was cultured using One Strain Many Compounds (OSMAC) conditions as a model system to demonstrate how this strategy can help in understanding metabolic profiles and determining bioactive metabolites with the application of metabolomics and statistical analyses, as well as molecular networking. Penicillium sp. was fermented in different culture media and the crude extracts from mycelial biomass (CEm) and broth (CEb) were obtained, evaluated against bacterial strains (Staphylococcus aureus and Pseudomonas aeruginosa), and the metabolomic profiles by LC-DAD-MS were obtained and chemometrics statistical analyses were applied. The CEm and CEb extracts presented different chemical profiles and antibacterial activities; the highest activities observed were against S. aureus from CEm (MIC = 16, 64, and 128 µg/mL). The antibacterial properties from the extracts were impacted for culture media from which the strain was fermented. From the Volcano plot analysis, it was possible to determine statistically the most relevant features for the antibacterial activity, which were also confirmed from biplots of PCA as strong features for the bioactive extracts. These compounds included 75 (13-oxoverruculogen isomer), 78 (austalide P acid), 87 (austalide L or W), 88 (helvamide), 92 (viridicatumtoxin A), 96 (austalide P), 101 (dihydroaustalide K), 106 (austalide k), 110 (spirohexaline), and 112 (pre-viridicatumtoxin). Thus, these features included diketopiperazines, meroterpenoids, and polyketides, such as indole alkaloids, austalides, and viridicatumtoxin A, a rare tetracycline. |
format | Online Article Text |
id | pubmed-9961420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99614202023-02-26 Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi da Silva, Fernanda Motta Ribeiro Paggi, Gecele Matos Brust, Flávia Roberta Macedo, Alexandre José Silva, Denise Brentan Metabolites Article Metabolomics strategies are important tools to get holistic chemical information from a system, but they are scarcely applied to endophytic fungi to understand their chemical profiles of biosynthesized metabolites. Here Penicillium sp. was cultured using One Strain Many Compounds (OSMAC) conditions as a model system to demonstrate how this strategy can help in understanding metabolic profiles and determining bioactive metabolites with the application of metabolomics and statistical analyses, as well as molecular networking. Penicillium sp. was fermented in different culture media and the crude extracts from mycelial biomass (CEm) and broth (CEb) were obtained, evaluated against bacterial strains (Staphylococcus aureus and Pseudomonas aeruginosa), and the metabolomic profiles by LC-DAD-MS were obtained and chemometrics statistical analyses were applied. The CEm and CEb extracts presented different chemical profiles and antibacterial activities; the highest activities observed were against S. aureus from CEm (MIC = 16, 64, and 128 µg/mL). The antibacterial properties from the extracts were impacted for culture media from which the strain was fermented. From the Volcano plot analysis, it was possible to determine statistically the most relevant features for the antibacterial activity, which were also confirmed from biplots of PCA as strong features for the bioactive extracts. These compounds included 75 (13-oxoverruculogen isomer), 78 (austalide P acid), 87 (austalide L or W), 88 (helvamide), 92 (viridicatumtoxin A), 96 (austalide P), 101 (dihydroaustalide K), 106 (austalide k), 110 (spirohexaline), and 112 (pre-viridicatumtoxin). Thus, these features included diketopiperazines, meroterpenoids, and polyketides, such as indole alkaloids, austalides, and viridicatumtoxin A, a rare tetracycline. MDPI 2023-02-05 /pmc/articles/PMC9961420/ /pubmed/36837855 http://dx.doi.org/10.3390/metabo13020236 Text en © 2023 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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article da Silva, Fernanda Motta Ribeiro Paggi, Gecele Matos Brust, Flávia Roberta Macedo, Alexandre José Silva, Denise Brentan Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi |
title | Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi |
title_full | Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi |
title_fullStr | Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi |
title_full_unstemmed | Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi |
title_short | Metabolomic Strategies to Improve Chemical Information from OSMAC Studies of Endophytic Fungi |
title_sort | metabolomic strategies to improve chemical information from osmac studies of endophytic fungi |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9961420/ https://www.ncbi.nlm.nih.gov/pubmed/36837855 http://dx.doi.org/10.3390/metabo13020236 |
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