Cheminformatics based 3D-QSAR study on a series of 1,2-naphthoquinone derivatives as PTP 1B inhibitors

Self-organizing molecular field analysis (SOMFA), a simple three-dimensional quantitative structure activity relationship (3D-QSAR) based cheminformatics method was used in present case to study the correlation between the molecular properties and the PTP 1B inhibitory activities of a series of 1,2-...

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Veröffentlicht in:Acta Poloniae pharmaceutica 2012-05, Vol.69 (3), p.535-543
Hauptverfasser: Pahwa, Payal, Papreja, Manju
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Papreja, Manju
description Self-organizing molecular field analysis (SOMFA), a simple three-dimensional quantitative structure activity relationship (3D-QSAR) based cheminformatics method was used in present case to study the correlation between the molecular properties and the PTP 1B inhibitory activities of a series of 1,2-naphthoquinone that acts as selective PTP 1B inhibitors. The statistical results, cross-validated r2(cv) and non cross-validated r2, F-test value showed a satisfied predictive ability (r2(pred)). The spatial arrangement of the shape and electrostatic potential could be used as a guide for further development of selective and more potent PTP 1B inhibitors.
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subjects Enzyme Inhibitors - chemistry
Enzyme Inhibitors - pharmacology
Informatics
Naphthoquinones - chemistry
Naphthoquinones - pharmacology
Protein Tyrosine Phosphatase, Non-Receptor Type 1 - antagonists & inhibitors
Protein Tyrosine Phosphatase, Non-Receptor Type 1 - metabolism
Quantitative Structure-Activity Relationship
title Cheminformatics based 3D-QSAR study on a series of 1,2-naphthoquinone derivatives as PTP 1B inhibitors
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