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Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity
The increased incidence of opportunistic fungal infections, associated with greater resistance to the antifungal drugs currently in use has highlighted the need for new solutions. In this study twenty four coumarin derivatives were screened in vitro for antifungal activity against strains of Aspergi...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3565321/ https://www.ncbi.nlm.nih.gov/pubmed/23306152 http://dx.doi.org/10.3390/ijms14011293 |
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author | de Araújo, Rodrigo S. A. Guerra, Felipe Q. S. de O. Lima, Edeltrudes de Simone, Carlos A. Tavares, Josean F. Scotti, Luciana Scotti, Marcus T. de Aquino, Thiago M. de Moura, Ricardo O. Mendonça, Francisco J. B. Barbosa-Filho, José M. |
author_facet | de Araújo, Rodrigo S. A. Guerra, Felipe Q. S. de O. Lima, Edeltrudes de Simone, Carlos A. Tavares, Josean F. Scotti, Luciana Scotti, Marcus T. de Aquino, Thiago M. de Moura, Ricardo O. Mendonça, Francisco J. B. Barbosa-Filho, José M. |
author_sort | de Araújo, Rodrigo S. A. |
collection | PubMed |
description | The increased incidence of opportunistic fungal infections, associated with greater resistance to the antifungal drugs currently in use has highlighted the need for new solutions. In this study twenty four coumarin derivatives were screened in vitro for antifungal activity against strains of Aspergillus. Some of the compounds exhibited significant antifungal activity with MICs values ranging between 16 and 32 μg/mL. The structure-activity relationships (SAR) study demonstrated that O-substitutions are essential for antifungal activity. It also showed that the presence of a short aliphatic chain and/or electron withdrawing groups (NO(2) and/or acetate) favor activity. These findings were confirmed using density functional theory (DFT), when calculating the LUMO density. In Principal Component Analysis (PCA), two significant principal components (PCs) explained more than 60% of the total variance. The best Partial Least Squares Regression (PLS) model showed an r(2) of 0.86 and q(2)(cv) of 0.64 corroborating the SAR observations as well as demonstrating a greater probe N1 interaction for active compounds. Descriptors generated by TIP correlogram demonstrated the importance of the molecular shape for antifungal activity. |
format | Online Article Text |
id | pubmed-3565321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-35653212013-03-13 Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity de Araújo, Rodrigo S. A. Guerra, Felipe Q. S. de O. Lima, Edeltrudes de Simone, Carlos A. Tavares, Josean F. Scotti, Luciana Scotti, Marcus T. de Aquino, Thiago M. de Moura, Ricardo O. Mendonça, Francisco J. B. Barbosa-Filho, José M. Int J Mol Sci Article The increased incidence of opportunistic fungal infections, associated with greater resistance to the antifungal drugs currently in use has highlighted the need for new solutions. In this study twenty four coumarin derivatives were screened in vitro for antifungal activity against strains of Aspergillus. Some of the compounds exhibited significant antifungal activity with MICs values ranging between 16 and 32 μg/mL. The structure-activity relationships (SAR) study demonstrated that O-substitutions are essential for antifungal activity. It also showed that the presence of a short aliphatic chain and/or electron withdrawing groups (NO(2) and/or acetate) favor activity. These findings were confirmed using density functional theory (DFT), when calculating the LUMO density. In Principal Component Analysis (PCA), two significant principal components (PCs) explained more than 60% of the total variance. The best Partial Least Squares Regression (PLS) model showed an r(2) of 0.86 and q(2)(cv) of 0.64 corroborating the SAR observations as well as demonstrating a greater probe N1 interaction for active compounds. Descriptors generated by TIP correlogram demonstrated the importance of the molecular shape for antifungal activity. MDPI 2013-01-10 /pmc/articles/PMC3565321/ /pubmed/23306152 http://dx.doi.org/10.3390/ijms14011293 Text en © 2013 by the authors; licensee Molecular Diversity Preservation International, 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 de Araújo, Rodrigo S. A. Guerra, Felipe Q. S. de O. Lima, Edeltrudes de Simone, Carlos A. Tavares, Josean F. Scotti, Luciana Scotti, Marcus T. de Aquino, Thiago M. de Moura, Ricardo O. Mendonça, Francisco J. B. Barbosa-Filho, José M. Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity |
title | Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity |
title_full | Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity |
title_fullStr | Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity |
title_full_unstemmed | Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity |
title_short | Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity |
title_sort | synthesis, structure-activity relationships (sar) and in silico studies of coumarin derivatives with antifungal activity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3565321/ https://www.ncbi.nlm.nih.gov/pubmed/23306152 http://dx.doi.org/10.3390/ijms14011293 |
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