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Mapping pilicide anti-virulence effect in Escherichia coli, a comprehensive structure–activity study
- Publication Year :
- 2012
-
Abstract
- Pilicides prevent pili formation and thereby the development of bacterial biofilms in Escherichia coli. We have performed a comprehensive structure activity relationship (SAR) study of the dihydrothiazolo ring-fused 2-pyridone pilicide central fragment by varying all open positions. Orthogonal projections to latent structures discriminant analysis (OPLS-DA) was used to distinguish active from inactive compounds in which polarity proved to be the most important factor for discrimination. A quantitative SAR (QSAR) partial least squares (PLS) model was calculated on the active compounds for prediction of biofilm inhibition activity. In this model, compounds with high inhibitory activity were generally larger, more lipophilic, more flexible and had a lower HOMO. Overall, this resulted in both highly valuable SAR information and potent inhibitors of type 1 pili dependent biofilm formation. The most potent biofilm inhibitor had an EC50 of 400nM.
- Subjects :
- Quantitative structure–activity relationship
Peptidomimetic
Pyridones
Clinical Biochemistry
Biofilm inhibitor
Pharmaceutical Science
Virulence
Quantitative Structure-Activity Relationship
medicine.disease_cause
Biochemistry
Pilus
Article
Drug Discovery
Partial least squares regression
medicine
Escherichia coli
Structure–activity relationship
Antivirulence
Structure–activity
Molecular Biology
Medicine(all)
Chemistry
Organic Chemistry
Biofilm
Discriminant Analysis
2-Pyridone
Anti-Bacterial Agents
Biofilms
Fimbriae, Bacterial
Molecular Medicine
Pilicide
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....52e854955d62cd3ac1e1b4294856f981