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...
Main Authors: | , , , , , , , , , , |
---|---|
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 |
id |
doaj-a0a56c0612fb4291be386286dc3977c2 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT josembarbosafilho synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT ricardoodemoura synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT thiagomdeaquino synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT marcustscotti synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT joseanftavares synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT lucianascotti synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT edeltrudesdeolima synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT carlosadesimone synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT felipeqsguerra synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT franciscojbmendonca synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity AT rodrigosadearaujo synthesisstructureactivityrelationshipssarandinsilicostudiesofcoumarinderivativeswithantifungalactivity |
_version_ |
1716744891954888704 |