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Modeling Natural Anti-Inflammatory Compounds by Molecular Topology

One of the main pharmacological problems today in the treatment of chronic inflammation diseases consists of the fact that anti-inflammatory drugs usually exhibit side effects. The natural products offer a great hope in the identification of bioactive lead compounds and their development into drugs...

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Autores principales: Galvez-Llompart, María, Zanni, Riccardo, García-Domenech, Ramón
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257142/
https://www.ncbi.nlm.nih.gov/pubmed/22272145
http://dx.doi.org/10.3390/ijms12129481
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author Galvez-Llompart, María
Zanni, Riccardo
García-Domenech, Ramón
author_facet Galvez-Llompart, María
Zanni, Riccardo
García-Domenech, Ramón
author_sort Galvez-Llompart, María
collection PubMed
description One of the main pharmacological problems today in the treatment of chronic inflammation diseases consists of the fact that anti-inflammatory drugs usually exhibit side effects. The natural products offer a great hope in the identification of bioactive lead compounds and their development into drugs for treating inflammatory diseases. Computer-aided drug design has proved to be a very useful tool for discovering new drugs and, specifically, Molecular Topology has become a good technique for such a goal. A topological-mathematical model, obtained by linear discriminant analysis, has been developed for the search of new anti-inflammatory natural compounds. An external validation obtained with the remaining compounds (those not used in building up the model), has been carried out. Finally, a virtual screening on natural products was performed and 74 compounds showed actual anti-inflammatory activity. From them, 54 had been previously described as anti-inflammatory in the literature. This can be seen as a plus in the model validation and as a reinforcement of the role of Molecular Topology as an efficient tool for the discovery of new anti-inflammatory natural compounds.
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spelling pubmed-32571422012-01-23 Modeling Natural Anti-Inflammatory Compounds by Molecular Topology Galvez-Llompart, María Zanni, Riccardo García-Domenech, Ramón Int J Mol Sci Article One of the main pharmacological problems today in the treatment of chronic inflammation diseases consists of the fact that anti-inflammatory drugs usually exhibit side effects. The natural products offer a great hope in the identification of bioactive lead compounds and their development into drugs for treating inflammatory diseases. Computer-aided drug design has proved to be a very useful tool for discovering new drugs and, specifically, Molecular Topology has become a good technique for such a goal. A topological-mathematical model, obtained by linear discriminant analysis, has been developed for the search of new anti-inflammatory natural compounds. An external validation obtained with the remaining compounds (those not used in building up the model), has been carried out. Finally, a virtual screening on natural products was performed and 74 compounds showed actual anti-inflammatory activity. From them, 54 had been previously described as anti-inflammatory in the literature. This can be seen as a plus in the model validation and as a reinforcement of the role of Molecular Topology as an efficient tool for the discovery of new anti-inflammatory natural compounds. Molecular Diversity Preservation International (MDPI) 2011-12-20 /pmc/articles/PMC3257142/ /pubmed/22272145 http://dx.doi.org/10.3390/ijms12129481 Text en © 2011 by the authors; licensee MDPI, Basel, Switzerland. http://creativecommons.org/licenses/by/3.0 This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Galvez-Llompart, María
Zanni, Riccardo
García-Domenech, Ramón
Modeling Natural Anti-Inflammatory Compounds by Molecular Topology
title Modeling Natural Anti-Inflammatory Compounds by Molecular Topology
title_full Modeling Natural Anti-Inflammatory Compounds by Molecular Topology
title_fullStr Modeling Natural Anti-Inflammatory Compounds by Molecular Topology
title_full_unstemmed Modeling Natural Anti-Inflammatory Compounds by Molecular Topology
title_short Modeling Natural Anti-Inflammatory Compounds by Molecular Topology
title_sort modeling natural anti-inflammatory compounds by molecular topology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257142/
https://www.ncbi.nlm.nih.gov/pubmed/22272145
http://dx.doi.org/10.3390/ijms12129481
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