PURPOSE: A QSAR study based on electrotopological state (E-state) indices was conducted for a series of flavone HIV-1 integrase inhibitors to guide drug design. METHODS: E-state indices formulated to encode electronic and topological information for each skeletal atom in a molecule (Kier and Hall Pharm. Res. 7:801-807 (1990)) were calculated using the Molconn-X program, and partial least squares (PLS) multivariate regression was used to derive QSAR models. RESULTS: Predictive models with correlation coefficients (r2) of 0.98 (3 PLS components) and 0.99 (5 PLS components) and corresponding cross-validated correlation coefficients (c.v. r2) of 0.51 and 0.73, were obtained for inhibition of cleavage and integration, respectively, with one molecule omitted from the analysis. CONCLUSIONS: E-state indices at C6, C3', C5', C5, and O4 were found to be more important for prediction of activity than those for any of the other 12 flavone skeletal atoms that are common to the molecules in the data set.
PURPOSE: A QSAR study based on electrotopological state (E-state) indices was conducted for a series of flavoneHIV-1 integrase inhibitors to guide drug design. METHODS: E-state indices formulated to encode electronic and topological information for each skeletal atom in a molecule (Kier and Hall Pharm. Res. 7:801-807 (1990)) were calculated using the Molconn-X program, and partial least squares (PLS) multivariate regression was used to derive QSAR models. RESULTS: Predictive models with correlation coefficients (r2) of 0.98 (3 PLS components) and 0.99 (5 PLS components) and corresponding cross-validated correlation coefficients (c.v. r2) of 0.51 and 0.73, were obtained for inhibition of cleavage and integration, respectively, with one molecule omitted from the analysis. CONCLUSIONS: E-state indices at C6, C3', C5', C5, and O4 were found to be more important for prediction of activity than those for any of the other 12 flavone skeletal atoms that are common to the molecules in the data set.
Authors: T R Burke; M R Fesen; A Mazumder; J Wang; A M Carothers; D Grunberger; J Driscoll; K Kohn; Y Pommier Journal: J Med Chem Date: 1995-10-13 Impact factor: 7.446
Authors: R L LaFemina; C L Schneider; H L Robbins; P L Callahan; K LeGrow; E Roth; W A Schleif; E A Emini Journal: J Virol Date: 1992-12 Impact factor: 5.103