Docking and quantitative structure-activity relationship studies for sulfonyl hydrazides as inhibitors of cytosolic human branched-chain amino acid aminotransferase
Abstract
We have performed the docking of sulfonyl hydrazides complexed with cytosolic branched-chain amino acid aminotransferase (BCATc) to study the orientations and preferred active conformations of these inhibitors. The study was conducted on a selected set of 20 compounds with variation in structure and activity. In addition, the predicted inhibitor concentration (IC50) of the sulfonyl hydrazides as BCAT inhibitors were obtained by a quantitative structure-activity relationship (QSAR) method using three-dimensional (3D) vectors. We found that three-dimensional molecule representation of structures based on electron diffraction (3D-MoRSE) scheme contains the most relevant information related to the studied activity. The statistical parameters [cross-validate correlation coefficient (Q 2 = 0.796) and fitted correlation coefficient (R 2 = 0.899)] validated the quality of the 3D-MoRSE predictive model for 16 compounds. Additionally, this model adequately predicted four compounds that were not included in the training set. © 2009 Springer Science+Business Media B.V.
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Título según WOS: | Docking and quantitative structure-activity relationship studies for sulfonyl hydrazides as inhibitors of cytosolic human branched-chain amino acid aminotransferase |
Título según SCOPUS: | Docking and quantitative structure-activity relationship studies for sulfonyl hydrazides as inhibitors of cytosolic human branched-chain amino acid aminotransferase |
Título de la Revista: | MOLECULAR DIVERSITY |
Volumen: | 13 |
Número: | 4 |
Editorial: | Springer |
Fecha de publicación: | 2009 |
Página de inicio: | 493 |
Página final: | 500 |
Idioma: | English |
URL: | http://link.springer.com/10.1007/s11030-009-9140-1 |
DOI: |
10.1007/s11030-009-9140-1 |
Notas: | ISI, SCOPUS |