Brief Article
Journal of Medicinal Chemistry, 2009, Vol. 52, No. 20 6493
preparation, and building the modified cysteine residues. Protein
models were charged at physiological pH using the PDB2PQR8
and PropKa9 programs. All molecular dynamic simulations were
performed using AMBER10 in conjunction with AMBER Tools
version 1.010 and visualized in VMD 1.8.6 (http://www.ks.uiuc.
edu/Research/vmd/).11 Diagnostics plots and statistics were calcu-
lated using custom PERL and R scripts.12 Default parameters and
settings were used unless otherwise noted.
Acknowledgment. This work was supported by the American
Lebanese Syrian Associated Charities (ALSAC) of St. Jude
Children’s Research Hospital, National Institute of Allergy
and Infectious Diseases grant AI35707, Drugs for Neglected
Diseases initiative, and the Sandler Family Supporting Foun-
dation. We also thank Cindy Choy and David Smithson for
their advice and feedback.
Figure 4. Experimental trypanocidal activity vs trypanocidal acti-
vity predicted from the three-term linear model. The red line has
unity slope and represents perfect predictions.
Supporting Information Available: Spectroscopic data and
LCMS data for all listed compounds. Experimental details for
molecular docking, heatmap, and regression modeling studies.
Experimental details for inhibitor synthesis, protease purification,
and cellular and biochemical assays. This material is available
Conclusion
This paper describes the structure-guided optimization of
selectivity in a series of purine nitrile inhibitors. By exploiting
predicted differences at the S2 pockets of TbcatB, rhodesain,
and cathepsin L, a series of selective inhibitors with enhanced
potency for TbcatB was developed. The activity profiles of
these compounds across a panel of proteases strongly support
the proposed binding model for TbcatB and provide a struc-
tural rationale for the further development of selective pro-
tease inhibitors. In addition, these results suggest that it is
possible to effectively target TbcatB with selectivity relative to
the human cathepsins, reaffirming the potential of TbcatB as a
therapeutic target. Finally, it was found that inhibition of
TbcatB was a key determinant of trypanocidal activity for this
compound series while inhibition of rhodesain was relatively
unimportant.
References
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Experimental Section
Synthesis. Amines and alkyl bromides were purchased from
Sigma Aldrich. Sodium cyanide, potassium carbonate, sodium
carbonate, and 2,6-dichloropurine 1 were purchased from Sig-
ma Aldrich. Boronic acids were purchased from Sigma Aldrich,
TCI America, Maybridge, Alfa Aesar, and Fluka. All reaction
solvents were anhydrous. LCMS data were collected on a
Waters system using XTerra C18 and YMC Pro C4 columns
(MeOH:H2O, 1% HCOOH). Intermediate nitrile 2 was synthe-
sized as previously described.4
Synthesis of 3a-3ae. Compound 2(23 mg, 0.06 mmol), Na2CO3
(25 mg, 0.24 mmol, 4.0 equiv), Pd(PPh3)4 (14 mg, 0.012 mmol,
0.2 equiv), and the appropriate aryl boronic acid (0.12 mmol, 2.0
equiv) were dissolved in anhydrous 1,4-dioxane (0.5 mL, 0.12 M) in
a 0.5 mL sealed microwave reaction vial (Biotage). The vial was
heated to 150 °C for increments of 5-15 min in a Biotage Initiator
microwave until the reaction was complete as shown by LC/MS, a
total of 20-90 min. The crude product was purified by reverse-
phase HPLC (Waters XTerra preparative C18 column, ACN:H2O,
1% HCOOH, linear gradient from 40 to 70% ACN) to afford target
inhibitor 3a-3ae with a resulting yields of 10-70%.
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ꢀ
Kolossvary, I.; Wong, K. F.; Paesani, F.; Vanicek, J.; Wu, X.;
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Sagui, C.; Babin, V.; Kollman, P. A. AMBER 10; University of
California: San Francisco, 2008.
Cloning, Expression, and Purification of TbcatB. TbcatB was
cloned and prepared as previously described.4
Cellular and Biochemical Assays. Inhibitors were screened for
protease inhibition, trypanocidal activity, and toxicity against
mammalian cell lines as previously described.4
Molecular Docking Studies. The previously reported TbcatB
homology model,4 the crystal structure of human cathepsin L
(PDB code 1mhw), and the crystal structure of T. brucei rhodesain
(PDB code 2p86) served as the starting point for the molecular
docking studies. The MOE program (Chemical Computing
Group, version 2008.10) was used for visualization, initial protein
(11) Humphrey, W.; Dalke, A.; Schulten, K., VMD: visual molecular
dynamics. J. Mol. Graph. 1996, 14, (1), 27-28; 33-38.
(12) R Development Core Team R: A Language and Environment
for Statistical Computing; R Foundation for Statistical Computing:
(13) Schuurmann, G.; Ebert, R. U.; Chen, J.; Wang, B.; Kuhne, R.
External validation and prediction employing the predictive
squared correlation coefficient test set activity mean vs training
set activity mean. J. Chem. Inf. Model. 2008, 48 (11), 2140–2145.