2748 Journal of Medicinal Chemistry, 2006, Vol. 49, No. 9
Thiry et al.
with distilled-deionized water. To allow for the formation of the
E-I complex, inhibitor and enzyme solutions were preincubated
during 15 min at room temperature prior to assay. Enzyme
concentrations were 1.0 µM for CA I and II and 0.1 µM for CA
IX. Each experiment was done in triplicate. The values reported
throughout the paper were calculated as described in the literature.44
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Molecular Modeling. Selection of Template. The human CA
IX sequence was obtained from Swiss-Prot database (accession
number Q16790). The identification of homologues of CA IX was
performed by protein-protein BLAST algorithm (Basic Local
Alignment Search Tool)31 through the Protein Data Bank (BLO-
SUM62 matrix). The program compares protein sequences to
sequence databases and calculates the statistical significance of
matches (E value). Murine CA XIV (PDB code 1RJ5, resolution
of 2.81 Å)45 was selected as the most appropriate template (sequence
identity 38%).
Comparative Modeling. An automated homology modeling
program, ESyPred3D,30 was used to build the CA IX model. The
sequence of the catalytic domain of CA IX (from amino acids 141
to 390) and the sequence of the CA XIV template were submitted
to the program. This program allowed a new alignment methodol-
ogy by comparing the results from various multiple alignment
algorithms to derive a “consensus” alignment between the target
sequence and the template. From the best alignment of template
structure to target sequence, 3D model containing non hydrogen
atoms were automatically obtained using the method implemented
in MODELLER.34 The resulting model was energy minimized using
the ESFF force field (DISCOVER3/InsightII) after the addition of
H atoms fixed at a physiological pH value of 7.4 and the
coordination of the zinc ion in a tetrahedral geometry. The final
model was then evaluated with PROCHECK36 by performing a
Ramachandran plot35 (pseudo-resolution of 2.0 Å).
Docking. GOLD39 is a genetic algorithm for docking flexible
ligands into protein binding sites. The interaction sphere was
centered in the active site and delimited by a 12 Å radius. A
tetrahedral geometry was imposed on the zinc binding site. 30
solutions have been generated and ranked by GOLD score. An
optimization of the conformation of the ligand-protein complex and
the evaluation of the interaction energy has been performed by the
DISCOVER346 module implemented in INSIGHTII47 (ESFF force
field, dielectric constant ) 1*r). The energetic minimization process
is performed in two steps: the Steepest Descent algorithm, reaching
a convergence of 10.0 kcal‚mol-1‚Å-1, followed by the Conjugate
gradient to reach a final convergence of 0.01 kcal‚mol-1‚Å-1. First,
all the atoms of the CA IX were held fixed, and only the orientation
of the ligand was optimized. Then, the side chains of active site
residues followed by their backbone were relaxed. A tethering
restraint was applied on these atoms, to keep them from moving
too far from their original positions. This restraint had a quadratic
form with a constant force of 10 kcal‚mol-1‚Å-1 and was
progressively decreased (scale factor of 0.5).
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The corresponding docked compounds were built with BUILDER
implemented in INSIGHTII.47
Acknowledgment. A. Thiry is very indebted to the “Fonds
pour la Formation a` la Recherche dans l′Industrie et dans
l′Agriculture (FRIA)” for the award of a research fellowship.
This work was funded by a FNRS grant (Belgian National Fund
for Scientific Research). This work was also partly supported
by an EU grant of the sixth framework program (EUROXY
project) to C.T.S.
Supporting Information Available: Ramachandran map of the
CA IX model and 1H NMR, MS spectroscopy, and microanalytical
data for all synthesized compounds not included in the Experimental
Section. This material is free of charge via the Internet at http://
pubs.acs.org.
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