Receptor-guided 3D-QSAR approach for the discovery of c-kit tyrosine kinase inhibitors.

Abstract:

:Studies of the the three-dimensional quantitative structure-activity relationships for ninety-five c-kit tyrosine kinase inhibitors were performed. Based on a co-crystallized compound (1 T46), known inhibitors were aligned with c-kit by induced-fit docking, and multiple training/test set splitting was performed to validate the selected pharmacophore model. The best pharmacophore model consisted of five features: one hydrogen-bond donor and four aromatic rings. Reliable statistics were obtained (R(2) = 0.95, R(pred) (2) = 0.75), and the model was validated by using it to select c-kit inhibitors from a database; 82.1% of the hits it retrieved were active. Accordingly, our model can be reliably used to identify new c-kit inhibitors, and can provide useful information when designing new inhibitors.

journal_name

J Mol Model

authors

Almerico AM,Tutone M,Lauria A

doi

10.1007/s00894-011-1304-0

subject

Has Abstract

pub_date

2012-07-01 00:00:00

pages

2885-95

issue

7

eissn

1610-2940

issn

0948-5023

journal_volume

18

pub_type

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