Quantitative structure-activity relationship of human neutrophil collagenase (MMP-8) inhibitors using comparative molecular field analysis and X-ray structure analysis
H. Matter et al., Quantitative structure-activity relationship of human neutrophil collagenase (MMP-8) inhibitors using comparative molecular field analysis and X-ray structure analysis, J MED CHEM, 42(11), 1999, pp. 1908-1920
A set of 90 novel 2-(arylsulfonyl)-1,2,3,4-tetrahydroisoquinoline-3-carboxy
lates and -hydroxamates as inhibitors of the matrix metalloproteinase human
neutrophil collagenase (MMP-8) was designed, synthesized, and investigated
by 3D-QSAR techniques (CoMFA, CoMSIA) and X-ray structure analysis. Dockin
g studies of a reference compound are based on crystal structures of MMP-8
complexed with peptidic inhibitors to propose a model of its bioactive conf
ormation. This model was validated by a 1.7 Angstrom X-ray structure of the
catalytic domain of MMP-8. The 3D-QSAR models based on a superposition rul
e derived from these docking studies were validated using conventional and
cross-validated r(2) values using the leave-one-out method, repeated analys
es using two randomly chosen cross-validation groups plus randomization of
biological activities. This led to consistent and highly predictive 3D-QSAR
models with good correlation coefficients for both CoMFA and CoMSIA, which
were found to correspond to experimentally determined MMP-8 catalytic site
topology in terms of steric, electrostatic, and hydrophobic complementarit
y. Subsets selected as smaller training sets using 2D fingerprints and maxi
mum dissimilarity methods resulted in 3D-QSAR models with remarkable correl
ation coefficients and a high predictive power. This allowed to compensate
the weaker zinc binding properties of carboxylates by introducing optimal f
itting P1' residues. The final QSAR information agrees with all experimenta
l data for the binding topology and thus provides clear guidelines and accu
rate activity predictions for novel MMP-8 inhibitors.