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...

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Main Authors: José M. Barbosa-Filho, Ricardo O. de Moura, Thiago M. de Aquino, Marcus T. Scotti, Josean F. Tavares, Luciana Scotti, Edeltrudes de O. Lima, Carlos A. de Simone, Felipe Q. S. Guerra, Francisco J. B. Mendonça, Rodrigo S. A. de Araújo
Format: Article
Language:English
Published: MDPI AG 2013-01-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:http://www.mdpi.com/1422-0067/14/1/1293
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spelling doaj-a0a56c0612fb4291be386286dc3977c22020-11-24T21:15:33ZengMDPI AGInternational Journal of Molecular Sciences1422-00672013-01-011411293130910.3390/ijms14011293Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal ActivityJosé M. Barbosa-FilhoRicardo O. de MouraThiago M. de AquinoMarcus T. ScottiJosean F. TavaresLuciana ScottiEdeltrudes de O. LimaCarlos A. de SimoneFelipe Q. S. GuerraFrancisco J. B. MendonçaRodrigo S. A. de AraújoThe 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 (NO2 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 r2 of 0.86 and q2cv 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.http://www.mdpi.com/1422-0067/14/1/1293coumarin derivativesantifungal activityAspergillus sp.structure-activity relationships (SAR)molecular modelingprincipal component analysis (PCA)partial least squares regression (PLS)density functional theory (DFT)
collection DOAJ
language English
format Article
sources DOAJ
author José M. Barbosa-Filho
Ricardo O. de Moura
Thiago M. de Aquino
Marcus T. Scotti
Josean F. Tavares
Luciana Scotti
Edeltrudes de O. Lima
Carlos A. de Simone
Felipe Q. S. Guerra
Francisco J. B. Mendonça
Rodrigo S. A. de Araújo
spellingShingle José M. Barbosa-Filho
Ricardo O. de Moura
Thiago M. de Aquino
Marcus T. Scotti
Josean F. Tavares
Luciana Scotti
Edeltrudes de O. Lima
Carlos A. de Simone
Felipe Q. S. Guerra
Francisco J. B. Mendonça
Rodrigo S. A. de Araújo
Synthesis, Structure-Activity Relationships (SAR) and in Silico Studies of Coumarin Derivatives with Antifungal Activity
International Journal of Molecular Sciences
coumarin derivatives
antifungal activity
Aspergillus sp.
structure-activity relationships (SAR)
molecular modeling
principal component analysis (PCA)
partial least squares regression (PLS)
density functional theory (DFT)
author_facet José M. Barbosa-Filho
Ricardo O. de Moura
Thiago M. de Aquino
Marcus T. Scotti
Josean F. Tavares
Luciana Scotti
Edeltrudes de O. Lima
Carlos A. de Simone
Felipe Q. S. Guerra
Francisco J. B. Mendonça
Rodrigo S. A. de Araújo
author_sort José M. Barbosa-Filho
title 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_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_sort synthesis, structure-activity relationships (sar) and in silico studies of coumarin derivatives with antifungal activity
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2013-01-01
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 (NO2 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 r2 of 0.86 and q2cv 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.
topic coumarin derivatives
antifungal activity
Aspergillus sp.
structure-activity relationships (SAR)
molecular modeling
principal component analysis (PCA)
partial least squares regression (PLS)
density functional theory (DFT)
url http://www.mdpi.com/1422-0067/14/1/1293
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