S. Sicsic et al., 3-DIMENSIONAL QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP OF MELATONIN RECEPTOR LIGANDS - A COMPARATIVE MOLECULAR-FIELD ANALYSIS STUDY, Journal of medicinal chemistry, 40(5), 1997, pp. 739-748
A three-dimensional quantitative structure-activity relationship using
the comparative molecular field analysis (CoMFA) paradigm applied to
57 melatonin receptor ligands belonging to diverse structural families
was performed. The compounds studied which have been synthesized prev
iously and reported to be active at chicken brain melatonin receptors
were divided into a training set of 48 molecules and a test set of 9 m
olecules. As most of these compounds have a highly flexible ethylamido
side chain, the alignments were based on the most sterically constrai
ned molecule which contains a tricyclic phenalene structure. This tric
yclic compound can adopt an axial and an equatorial conformation. Two
different molecular superpositions representing possible positioning w
ithin the receptor site have been suggested previously. CoMFA was tent
atively used to discriminate between alternate hypothetical biological
ly active conformations and between possible positionings. The best 3D
quantitative structure-activity relationship model found yields signi
ficant cross-validated, conventional, and predictive r(2) values equal
to 0.798, 0.967, and 0.76, respectively, along with an average absolu
te error of prediction of 0.25 log units. These results suggest that t
he active conformation of the most flexible molecules including melato
nin is in a folded form if we consider the spatial position of the eth
ylamido side chain relative to the aromatic ring.