Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea
In the present paper, a quantitative structure activity relationship (QSAR) has been carried out on a series of 2-methyl and 2-aminobenzimidazole derivatives to identify the lipophilicity requirements for their inhibitory activity against bacteria Sarcina lutea. The tested compounds displayed in...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Association of Chemical Engineers of Serbia
2013-01-01
|
Series: | Hemijska Industrija |
Subjects: | |
Online Access: | http://www.doiserbia.nb.rs/img/doi/0367-598X/2013/0367-598X1200054P.pdf |
id |
doaj-6b27cc032c2644609328c4ace51232f8 |
---|---|
record_format |
Article |
spelling |
doaj-6b27cc032c2644609328c4ace51232f82020-11-24T23:17:46ZengAssociation of Chemical Engineers of SerbiaHemijska Industrija 0367-598X2013-01-01671273310.2298/HEMIND120313054PApplication of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina luteaPodunavac-Kuzmanović Sanja O.Cvetković Dragoljub D.Jevrić Lidija R.Uzelac Nataša U.In the present paper, a quantitative structure activity relationship (QSAR) has been carried out on a series of 2-methyl and 2-aminobenzimidazole derivatives to identify the lipophilicity requirements for their inhibitory activity against bacteria Sarcina lutea. The tested compounds displayed in vitro antibacterial activity and minimum inhibitory concentration (MIC) was determined for all compounds. The partition coefficients of the studied compounds were measured by the shake flask method (log P) and by theoretical calculation (Clog P). The relationships between lipophilicity descriptors and antibacterial activities were investigated and the mathematical models have been developed as a calibration models for predicting the inhibitory activity of this class of compounds. The models were validated by leave-one-out (LOO) technique as well as by the calculation of statistical parameters for the established models. Therefore, QSAR analysis reveals that lipophilicity descriptor govern the inhibitory activity of benzimidazoles studied against Sarcina lutea.http://www.doiserbia.nb.rs/img/doi/0367-598X/2013/0367-598X1200054P.pdfbenzimidazoleQSARlipophilicityantibacterial activitySarcina lutea |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Podunavac-Kuzmanović Sanja O. Cvetković Dragoljub D. Jevrić Lidija R. Uzelac Nataša U. |
spellingShingle |
Podunavac-Kuzmanović Sanja O. Cvetković Dragoljub D. Jevrić Lidija R. Uzelac Nataša U. Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea Hemijska Industrija benzimidazole QSAR lipophilicity antibacterial activity Sarcina lutea |
author_facet |
Podunavac-Kuzmanović Sanja O. Cvetković Dragoljub D. Jevrić Lidija R. Uzelac Nataša U. |
author_sort |
Podunavac-Kuzmanović Sanja O. |
title |
Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea |
title_short |
Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea |
title_full |
Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea |
title_fullStr |
Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea |
title_full_unstemmed |
Application of QSAR models in analysis of antibacterial activity of some benzimidazole derivatives against Sarcina lutea |
title_sort |
application of qsar models in analysis of antibacterial activity of some benzimidazole derivatives against sarcina lutea |
publisher |
Association of Chemical Engineers of Serbia |
series |
Hemijska Industrija |
issn |
0367-598X |
publishDate |
2013-01-01 |
description |
In the present paper, a quantitative structure activity relationship (QSAR) has been carried out on a series of 2-methyl and 2-aminobenzimidazole derivatives to identify the lipophilicity requirements for their inhibitory activity against bacteria Sarcina lutea. The tested compounds displayed in vitro antibacterial activity and minimum inhibitory concentration (MIC) was determined for all compounds. The partition coefficients of the studied compounds were measured by the shake flask method (log P) and by theoretical calculation (Clog P). The relationships between lipophilicity descriptors and antibacterial activities were investigated and the mathematical models have been developed as a calibration models for predicting the inhibitory activity of this class of compounds. The models were validated by leave-one-out (LOO) technique as well as by the calculation of statistical parameters for the established models. Therefore, QSAR analysis reveals that lipophilicity descriptor govern the inhibitory activity of benzimidazoles studied against Sarcina lutea. |
topic |
benzimidazole QSAR lipophilicity antibacterial activity Sarcina lutea |
url |
http://www.doiserbia.nb.rs/img/doi/0367-598X/2013/0367-598X1200054P.pdf |
work_keys_str_mv |
AT podunavackuzmanovicsanjao applicationofqsarmodelsinanalysisofantibacterialactivityofsomebenzimidazolederivativesagainstsarcinalutea AT cvetkovicdragoljubd applicationofqsarmodelsinanalysisofantibacterialactivityofsomebenzimidazolederivativesagainstsarcinalutea AT jevriclidijar applicationofqsarmodelsinanalysisofantibacterialactivityofsomebenzimidazolederivativesagainstsarcinalutea AT uzelacnatasau applicationofqsarmodelsinanalysisofantibacterialactivityofsomebenzimidazolederivativesagainstsarcinalutea |
_version_ |
1725583522085732352 |