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Toward the identification of a reliable 3D-QSAR model for the protein tyrosine phosphatase 1B inhibitors.

Authors :
Wang, Fangfang
Zhou, Bo
Source :
Journal of Molecular Structure. Apr2018, Vol. 1158, p75-87. 13p.
Publication Year :
2018

Abstract

Protein tyrosine phosphatase 1B (PTP1B) is an intracellular non-receptor phosphatase that is implicated in signal transduction of insulin and leptin pathways, thus PTP1B is considered as potential target for treating type II diabetes and obesity. The present article is an attempt to formulate the three-dimensional quantitative structure-activity relationship (3D-QSAR) modeling of a series of compounds possessing PTP1B inhibitory activities using comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) techniques. The optimum template ligand-based models are statistically significant with great CoMFA (R 2 cv  = 0.600, R 2 pred  = 0.6760) and CoMSIA (R 2 cv  = 0.624, R 2 pred  = 0.8068) values. Molecular docking was employed to elucidate the inhibitory mechanisms of this series of compounds against PTP1B. In addition, the CoMFA and CoMSIA field contour maps agree well with the structural characteristics of the binding pocket of PTP1B active site. The knowledge of structure-activity relationship and ligand-receptor interactions from 3D-QSAR model and molecular docking will be useful for better understanding the mechanism of ligand-receptor interaction and facilitating development of novel compounds as potent PTP1B inhibitors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00222860
Volume :
1158
Database :
Academic Search Index
Journal :
Journal of Molecular Structure
Publication Type :
Academic Journal
Accession number :
127671004
Full Text :
https://doi.org/10.1016/j.molstruc.2018.01.011