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Bulletin of the Korean Chemical Society (BKCS)

ISSN 0253-2964(Print)
ISSN 1229-5949(Online)
Volume 31, Number 10
BKCSDE 31(10)
October 20, 2010 

 
Title
Ligand Based CoMFA, CoMSIA and HQSAR Analysis of CCR5 Antagonists Changdev G. Gadhe,† Sung Haeng Lee,†,‡ Thirumurthy Madhavan,† Gugan Kothandan,†
Author
DuBok Choi, Seung Joo Cho*
Keywords
CCR5, QSAR, CoMFA, CoMSIA, HQSAR
Abstract
In this study, we have developed QSAR models for a series of 38 piperidine-4-carboxamide CCR5 antagonists using CoMFA, CoMSIA and HQSAR methods. Developed models showed good statistics in terms of q2 and r2 values. Best predictions obtained with standard CoMFA model (r2 = 0.888, q2 = 0.651) and combined CoMSIA model (r2 = 0.892, q2 = 0.665) with electrostatics and H-bond acceptor parameter. The validity of developed models was assessed by test set of 9 compounds, which showed good predictive correlation coefficient for CoMFA (0.804) and CoMSIA (0.844). Bootstrapped analysis showed statistically significant and robust CoMFA (0.968) and CoMSIA (0.936) models. Best HQSAR model was obtained with a q2 of 0.662 and r2 of 0.936 using atom, connection, hydrogen, donor and acceptor as parameters and fragment size (7-10) with optimum number of 6 components. Predictive power of developed HQSAR model was proved by test set and it was found to be 0.728.
Page
2761 - 2770
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