The newly developed Hologram QSAR (HQSAR) method was employed to find a qua
ntitative relationship between recovery time and molecular structures for c
lass I antiarrhythmics. We also developed a pharmacophore model by using th
e DIStance COmparison (DISCO) method. This model provided the superposition
rule for a Comparative Molecular Field Analysis (CoMFA).
Both the CoMFA and HQSAR procedures resulted in models with acceptable stat
istical parameters. Predictive ability of the models was also tested by a s
eparate set of compounds, and the performance of both procedures proved to
be acceptable, and comparable to a neural network analysis. (C) 2000 Elsevi
er Science B.V. All rights reserved.