Cdp. Klein et Aj. Hopfinger, PHARMACOLOGICAL ACTIVITY AND MEMBRANE INTERACTIONS OF ANTIARRHYTHMICS- 4D-QSAR QSPR ANALYSIS/, Pharmaceutical research, 15(2), 1998, pp. 303-311
Purpose. This study was done to explore the relationships of both macr
oscopic and molecular level physicochemical properties to in-vivo anti
arrhythmic activity and interactions with phospholipid membranes for a
set of cationic-amphiphilic analogs. Methods. The 4D-QSAR method, rec
ently developed by Hopfinger and co-workers (1), was employed to estab
lish 3D-QSAR/QSPR models. Molecular dynamics simulations provided the
set of conformational ensembles which were analyzed using partial leas
t squares regression in combination with the Genetic Function Approxim
ation algorithm to construct QSAR and QSPR models. Results. Significan
t QSAR models for in-vivo antiarrhythmic activity were constructed in
which logP (the partition coefficient), and specific grid cell occupan
cy (spatial) descriptors are the main activity correlates. LogP is the
most significant QSAR descriptor. 4D-QSPR models were also developed
for two analog-membrane interaction properties, the change in a membra
ne transition temperature and the ability of the analogs to displace a
dsorbed Ca2+-ions from phosphatidylserine monolayers. Conclusions. Spa
tial features, represented by grid cell occupancy descriptors, supplem
ent partition coefficient, which is the most important determinant of
in-vivo antiarrhythmic activity, to provide a comprehensive model for
drug action. The QSPR models are less significant in statistical measu
res, and limited to interpretation of possible molecular mechanisms of
action.