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A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition

The application of metabolomics in phytochemical analysis is an innovative strategy for targeting active compounds from a complex plant extract. Species of the Asteraceae family are well-known to exhibit potent anti-inflammatory (AI) activity. Dual inhibition of the enzymes COX-1 and 5-LOX is essent...

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Autores principales: Chagas-Paula, Daniela A., Zhang, Tong, Da Costa, Fernando B., Edrada-Ebel, RuAngelie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4588803/
https://www.ncbi.nlm.nih.gov/pubmed/26184333
http://dx.doi.org/10.3390/metabo5030404
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author Chagas-Paula, Daniela A.
Zhang, Tong
Da Costa, Fernando B.
Edrada-Ebel, RuAngelie
author_facet Chagas-Paula, Daniela A.
Zhang, Tong
Da Costa, Fernando B.
Edrada-Ebel, RuAngelie
author_sort Chagas-Paula, Daniela A.
collection PubMed
description The application of metabolomics in phytochemical analysis is an innovative strategy for targeting active compounds from a complex plant extract. Species of the Asteraceae family are well-known to exhibit potent anti-inflammatory (AI) activity. Dual inhibition of the enzymes COX-1 and 5-LOX is essential for the treatment of several inflammatory diseases, but there is not much investigation reported in the literature for natural products. In this study, 57 leaf extracts (EtOH-H(2)O 7:3, v/v) from different genera and species of the Asteraceae family were tested against COX-1 and 5-LOX while HPLC-ESI-HRMS analysis of the extracts indicated high diversity in their chemical compositions. Using O2PLS-DA (R(2) > 0.92; VIP > 1 and positive Y-correlation values), dual inhibition potential of low-abundance metabolites was determined. The O2PLS-DA results exhibited good validation values (cross-validation = Q(2) > 0.7 and external validation = P(2) > 0.6) with 0% of false positive predictions. The metabolomic approach determined biomarkers for the required biological activity and detected active compounds in the extracts displaying unique mechanisms of action. In addition, the PCA data also gave insights on the chemotaxonomy of the family Asteraceae across its diverse range of genera and tribes.
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spelling pubmed-45888032015-10-08 A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition Chagas-Paula, Daniela A. Zhang, Tong Da Costa, Fernando B. Edrada-Ebel, RuAngelie Metabolites Article The application of metabolomics in phytochemical analysis is an innovative strategy for targeting active compounds from a complex plant extract. Species of the Asteraceae family are well-known to exhibit potent anti-inflammatory (AI) activity. Dual inhibition of the enzymes COX-1 and 5-LOX is essential for the treatment of several inflammatory diseases, but there is not much investigation reported in the literature for natural products. In this study, 57 leaf extracts (EtOH-H(2)O 7:3, v/v) from different genera and species of the Asteraceae family were tested against COX-1 and 5-LOX while HPLC-ESI-HRMS analysis of the extracts indicated high diversity in their chemical compositions. Using O2PLS-DA (R(2) > 0.92; VIP > 1 and positive Y-correlation values), dual inhibition potential of low-abundance metabolites was determined. The O2PLS-DA results exhibited good validation values (cross-validation = Q(2) > 0.7 and external validation = P(2) > 0.6) with 0% of false positive predictions. The metabolomic approach determined biomarkers for the required biological activity and detected active compounds in the extracts displaying unique mechanisms of action. In addition, the PCA data also gave insights on the chemotaxonomy of the family Asteraceae across its diverse range of genera and tribes. MDPI 2015-07-08 /pmc/articles/PMC4588803/ /pubmed/26184333 http://dx.doi.org/10.3390/metabo5030404 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chagas-Paula, Daniela A.
Zhang, Tong
Da Costa, Fernando B.
Edrada-Ebel, RuAngelie
A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition
title A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition
title_full A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition
title_fullStr A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition
title_full_unstemmed A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition
title_short A Metabolomic Approach to Target Compounds from the Asteraceae Family for Dual COX and LOX Inhibition
title_sort metabolomic approach to target compounds from the asteraceae family for dual cox and lox inhibition
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4588803/
https://www.ncbi.nlm.nih.gov/pubmed/26184333
http://dx.doi.org/10.3390/metabo5030404
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