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Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking
A major goal in the discovery of bioactive natural products is to rapidly identify active compound(s) and dereplicate known molecules from complex biological extracts. The conventional bioassay-guided fractionation process can be time consuming and often requires multi-step procedures. Herein, we ap...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6719142/ https://www.ncbi.nlm.nih.gov/pubmed/31426532 http://dx.doi.org/10.3390/molecules24162989 |
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author | Saesong, Tongchai Allard, Pierre-Marie Ferreira Queiroz, Emerson Marcourt, Laurence Nuengchamnong, Nitra Temkitthawon, Prapapan Khorana, Nantaka Wolfender, Jean-Luc Ingkaninan, Kornkanok |
author_facet | Saesong, Tongchai Allard, Pierre-Marie Ferreira Queiroz, Emerson Marcourt, Laurence Nuengchamnong, Nitra Temkitthawon, Prapapan Khorana, Nantaka Wolfender, Jean-Luc Ingkaninan, Kornkanok |
author_sort | Saesong, Tongchai |
collection | PubMed |
description | A major goal in the discovery of bioactive natural products is to rapidly identify active compound(s) and dereplicate known molecules from complex biological extracts. The conventional bioassay-guided fractionation process can be time consuming and often requires multi-step procedures. Herein, we apply a metabolomic strategy merging multivariate data analysis and multi-informative molecular maps to rapidly prioritize bioactive molecules directly from crude plant extracts. The strategy was applied to 59 extracts of three Bacopa species (B. monnieri, B. caroliniana and B. floribunda), which were profiled by UHPLC-HRMS(2) and screened for anti-lipid peroxidation activity. Using this approach, six lipid peroxidation inhibitors 1–6 of three Bacopa spp. were discovered, three of them being new compounds: monnieraside IV (4), monnieraside V (5) and monnieraside VI (6). The results demonstrate that this combined approach could efficiently guide the discovery of new bioactive natural products. Furthermore, the approach allowed to evidence that main semi-quantitative changes in composition linked to the anti-lipid peroxidation activity were also correlated to seasonal effects notably for B. monnieri. |
format | Online Article Text |
id | pubmed-6719142 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-67191422019-09-10 Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking Saesong, Tongchai Allard, Pierre-Marie Ferreira Queiroz, Emerson Marcourt, Laurence Nuengchamnong, Nitra Temkitthawon, Prapapan Khorana, Nantaka Wolfender, Jean-Luc Ingkaninan, Kornkanok Molecules Article A major goal in the discovery of bioactive natural products is to rapidly identify active compound(s) and dereplicate known molecules from complex biological extracts. The conventional bioassay-guided fractionation process can be time consuming and often requires multi-step procedures. Herein, we apply a metabolomic strategy merging multivariate data analysis and multi-informative molecular maps to rapidly prioritize bioactive molecules directly from crude plant extracts. The strategy was applied to 59 extracts of three Bacopa species (B. monnieri, B. caroliniana and B. floribunda), which were profiled by UHPLC-HRMS(2) and screened for anti-lipid peroxidation activity. Using this approach, six lipid peroxidation inhibitors 1–6 of three Bacopa spp. were discovered, three of them being new compounds: monnieraside IV (4), monnieraside V (5) and monnieraside VI (6). The results demonstrate that this combined approach could efficiently guide the discovery of new bioactive natural products. Furthermore, the approach allowed to evidence that main semi-quantitative changes in composition linked to the anti-lipid peroxidation activity were also correlated to seasonal effects notably for B. monnieri. MDPI 2019-08-17 /pmc/articles/PMC6719142/ /pubmed/31426532 http://dx.doi.org/10.3390/molecules24162989 Text en © 2019 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 Saesong, Tongchai Allard, Pierre-Marie Ferreira Queiroz, Emerson Marcourt, Laurence Nuengchamnong, Nitra Temkitthawon, Prapapan Khorana, Nantaka Wolfender, Jean-Luc Ingkaninan, Kornkanok Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking |
title | Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking |
title_full | Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking |
title_fullStr | Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking |
title_full_unstemmed | Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking |
title_short | Discovery of Lipid Peroxidation Inhibitors from Bacopa Species Prioritized through Multivariate Data Analysis and Multi-Informative Molecular Networking |
title_sort | discovery of lipid peroxidation inhibitors from bacopa species prioritized through multivariate data analysis and multi-informative molecular networking |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6719142/ https://www.ncbi.nlm.nih.gov/pubmed/31426532 http://dx.doi.org/10.3390/molecules24162989 |
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