3
D-QSAR CoMSIA Models
J ournal of Medicinal Chemistry, 2004, Vol. 47, No. 1 35
(
12) Coghlan, M. P.; Culbert, A. A.; Cross, D. A. E.; Corcoran, S. L.;
Yates, J . D.; Pearce, N. J .; Rausch, O. L.; Murphy, G. J .; Carter,
P. S.; Cox, L. R.; Mills, D.; Brown, M. J .; Haigh, D.; Ward, R.
W.; Smith, D. G.; Murray, K. J .; Reith, A. D.; Holder, J . Selective
small molecule inhibitors of glycogen synthase kinase-3 modu-
late glycogen metabolism and gene transcription. Chem. Biol.
(30) Klebe, G.; Abraham, U.; Mietzner, T. Molecular similarity indices
in a comparativ Analysis (CoMSIA) of drug molecules to cor-
relate and predict their biological activity. J . Med. Chem. 1994,
37, 4130-4146.
(31) B o¨ hm, M.; St u¨ rzebecher, J .; Klebe, G. Three-Dimensional Quan-
titative Structure-Activity Relationship Analyses Using Com-
parative Molecular Field Analysis and Comparative Molecular
Similarity Indices Analysis To Elucidate Selectivity Differences
of Inhibitors Binding to Trypsin, Thrombin, and Factor Xa. J .
Med. Chem. 1999, 42, 458-477.
(32) Klebe, G.; Abraham, U. Comparative molecular similarity index
analysis (CoMSIA) to study hydrogen-bonding properties and
to score combinatorial libraries. J . Comput.-Aided Mol. Des.
1999, 13, 1-10.
(33) Ducrot, P.; Legraverend, M.; Grierson, D. S. 3D-QSAR CoMFA
on cyclin-dependent kinase inhibitors. J . Med. Chem. 2000, 43,
2
000, 7, 793-803.
(
13) Smith, D. G.; Buffet, M.; Fenwick, A. E.; Haigh, D.; Ife, R. J .;
Saunders: M.; Slingsby, B. P.; Stacey, R.; Ward, R. W. 3-Anilino-
4
-arymaleimides: potent and selective inhibitors of glycogen
synthase kinase-3 (GSK-3). Bioorg. Med. Chem. Lett. 2001, 11,
35-639.
6
(
14) Meijer, L.; Thunissen, A.-M. W. H.; White, A. W.; Garnier, M.;
Nikolic, M.; Tsai, L.-H.; Walter, J .; Cleverley, K. E.; Salinas, P.
C.; Wu, Y.-Z.; Biernat, J .; Mandelkow, E. M.; Kim, S.-H.; Pettit,
G. R. Inhibition of cyclin-dependent kinases, GSK-3â and CK1
by hymenialdisine, a marine sponge constituent. Chem. Biol.
4
098-4108.
(
34) Naumann, T.; Matter, H. Strucural classification of protein
kinases using 3D molecular interaction field analysis of their
ligand binding sites: target family landscapes. J . Med. Chem.
2
000, 7, 51-63.
(
15) Hoessel, R.; Leclerc, S.; Endicott, J .; Nobel, M. E. M.; Lawrie,
A.; Tunnah, P.; Leost, M.; Damiens, E.; Marie, D.; Marko, D.;
Niederberger, E.; Tang, W.; Eisenbrand, G.; Meijer, L. Indirubin,
the active constituent of a Chinese antileukaemia medicine,
inhibits cyclin-dependent kinases. Nature Cell Biol. 1999, 1, 60-
2
002, 45, 2366-2378.
(
35) Wieking, K.; Knockaert, M.; Leost, M.; Zaharevitz, D. W.; Meijer,
L.; Kunick, C. Synthesis of paullones with aminoalkyl side
chains. Arch. Pharm. Pharm. Med. Chem. 2002, 335, 311-317.
6
7.
(
36) Kunick, C. Synthese von 7,12-Dihydro-indolo[3,2-d][1]benzazepin-
(
16) Leclerc, S.; Garnier, M.; Hoessel, R.; Marko, D.; Bibb, J . A.;
Snyder, G. L.; Greengard, P.; Biernat, J .; Wu, Y.-Z.; Mandelkow,
E.-M.; Eisenbrand, G.; Meijer, L. Indirubins inhibit glycogen
kinase-3â and CDK5/p25, two protein kinases involved in
abnormal tau phosphorylation in Alzheimer’s disease. J . Biol.
Chem. 2001, 276, 251-260.
17) Damiens, E.; Baratte, B.; Marie, D.; Eisenbrand, G.; Meijer, L.
Anti-mitotic properties of indirubin-3′-monoxime, a CDK/GSK-3
inhibitor: induction of endoreplication following prophase arrest.
Oncogene 2001, 20, 3786-3797.
18) Marko, D.; Sch a¨ tzle, S.; Friedel, A.; Genzlinger, A.; Zankl, H.;
Meijer, L.; Eisenbrand, G. Inhibition of cyclin-dependent kinase
6
5
(5H)-onen und 6,11-Dihydro-thieno[3′,2′:2,3]azepino[4,5-b]indol-
(4H)-on. Arch. Pharm. (Weinheim) 1992, 325, 297-299.
(
37) Knockaert, M.; Wieking, K.; Schmitt, S.; Leost, M.; Grant, K.
M.; Mottram, J . C.; Kunick, C.; Meijer, L. Intracellular targets
of paullones: Identification following affinity purification on
immobilized inhibitor. J . Biol. Chem. 2002, 277, 25493-25501.
38) Nguyen, C. H.; Marchand, C.; Delage, S.; Sun, J .-S.; Garestier,
T.; H e´ l e` ne, C.; Bisagni, E. Synthesis of 13H-benzo[6,7]- and 13H-
benzo[4,5]indolo[3,2-c]quinolines: a new series of potent specific
ligands for triplex DNA. J . Am. Chem. Soc. 1998, 120, 2501-
(
(
(
(
(
2
507.
39) MacPhillamy, H. B.; Dziemian, R. L.; Lucas, R. A.; Kuehne, M.
E. The alkaloids of Tabernanthe iboga. Part VI. The synthesis
of the selenium dehydrogenation products from ibogamine. J .
Am. Chem. Soc. 1958, 80, 2172-2178.
40) von Braun, J .; Manz, G. Fluoranthen und seine Derivate. Liebigs
Ann. Chem. 1931, 488, 111-126.
41) Newman, M. S.; Boden, H. N-methylpyrrolidone as solvent for
reaction of aryl halides with cuprous cyanide. J . Org. Chem.
1
(CDK1) by indirubin derivatives in human tumour cells. Br.
J . Cancer 2001, 84, 283-289.
19) Mettey, Y.; Gompel, M.; Thomas, V.; Garnier, M.; Leost, M.;
Ceballos-Picot, I.; Noble, M.; Endicott, J .; Vierfond, J .-M.; Meijer,
L. Aloisines, a new family of CDK/GSK-3 inhibitors. SAR study,
crystal structure in complex with CDK2, enzyme selectivity, and
cellular effects. J . Med. Chem. 2003, 46, 222-236.
(
(
(
20) Leost, M.; Schultz, C.; Link, A.; Wu, Y.-Z.; Biernat, J .; Man-
delkow, E.-M.; Bibb, J . A.; Snyder, G. L.; Greengard, P.;
Zaharevitz, D. W.; Gussio, R.; Senderowicz, A. M.; Sausville, E.
A.; Kunick, C.; Meijer, L. Paullones are potent inhibitors of
glycogen synthase kinase-3b and cyclin-dependent kinase 5/p25.
Eur. J . Biochem. 2000, 267, 5983-5994.
21) Zaharevitz, D. W.; Gussio, R.; Leost, M.; Senderowicz, A. M.;
Lahusen, T.; Kunick, C.; Meijer, L.; Sausville, E. A. Discovery
and initial characterization of the paullones, a novel class of
small-molecule inhibitors of cyclin-dependent kinases. Cancer
Res. 1999, 59, 2566-2569.
1
961, 26, 2525.
(
(
(
(
42) SYBYL molecular modeling software; version 6.8; Tripos As-
sociated Ltd.: St. Louis, MO.
43) Stewart, J . J . MOPAC:
a semiempirical molecular orbital
program. J . Comput.-Aided Mol. Des. 1990, 4, 1-105.
44) Clark, M.; Cramer, R. D., III; Van Obdenbosch, N. The Tripos
Forcefield. J . Comput. Chem. 1989, 10, 982-1012.
45) Gerber, P. R.; M u¨ ller, K. MAB, a generally applicable molecular
force field for structure modelling in medicinal chemistry. J .
Comput.-Aided Mol. Des. 1995, 9, 251-268.
46) Gerber, P. R. Charge distribution from a simple molecular orbital
type calculation and non-bonding interaction terms in the force
field MAB. J . Comput.-Aided Mol. Des. 1998, 12, 37-51.
47) Wold, S.; Albano, C.; W. J . Dunn, I.; Ellund, U.; Esbensen, K.;
Geladi, P.; Hellberg, S.; J ohansson, E.; Lindberg, W.; Sjostrom,
M. Multivariate Data Analysis in Chemistry. Chemometrics:
Mathematics and Statistics in Chemistry; Reidel: Dordrecht,
Netherlands, 1984.
(
(
(
(
(
22) Schultz, C.; Link, A.; Leost, M.; Zaharevitz, D. W.; Gussio, R.;
Sausville, E. A.; Meijer, L.; Kunick, C. Paullones, a series of
cyclin-dependent kinase inhibitors: Synthesis, evaluation of
CDK1/Cyclin B inhibition, and in vitro antitumor activity. J .
Med. Chem. 1999, 42, 2909-2919.
(
23) Kunick, C.; Schultz, C.; Lemcke, T.; Zaharevitz, D. W.; Gussio,
R.; J alluri, R. K.; Sausville, E. A.; Leost, M.; Meijer, L.
2
-Substituted paullones: CDK1/cyclin B-inhibiting property and
in vivo antiproliferative activity. Bioorg. Med. Chem. Lett. 2000,
0, 567-569.
(
48) Bush, B. L.; Nachbar, R. B., J r. Sample-distance partial least
squares: PLS optimized for many variables, with application
to CoMFA. J . Comput.-Aided Mol. Des. 1993, 7, 587-619.
49) Thompson, J . D.; Higgins, D. G.; Gibson, T. J . CLUSTAL W:
improving the selectivity of progressive multiple sequence
alignment through sequence weighting, position-specific gap
penalties and weight matrix choise. Nucleic Acid Res. 1994, 22,
1
24) Gussio, R.; Zaharevitz, D. W.; McGrath, C. F.; Pattabiraman,
N.; Kellogg, G. E.; Schultz, C.; Link, A.; Kunick, C.; Leost, M.;
Meijer, L.; Sausville, E. A. Structure-based design modifications
of the paullone molecular scaffold for cyclin-dependent kinase
inhibition. Anti-Cancer Drug Des. 2000, 15, 53-66. Kenpaullone
was manually docked into the CDK1/cyclin B model and the
protein-ligand complex was iteratively minimized using several
cycles of minimization with the CFF91 force field and refining
with hydropathic analysis (HINT).
(
4
673-4680.
(
50) Okumura, E.; Sekiai, T.; Hisanaga, S.; Tachibana, K.; Kishimoto,
T. Initial triggering of M-phase in starfish oocytes: a possible
novel component of maturation-promoting factor besides cdc2
kinase. J . Cell. Biol. 1996, 132, 125-135.
(
25) Mandelkow, E. M.; Mandelkow, E. Tau in Alzheimer’s disease.
Trends Cell Biol. 1998, 8, 425-427.
(51) Meyerson, M.; Enders, G. H.; Wu, C. L.; Su, L. K.; Gorka, C.;
Nelson, C.; Harlow, E.; Tsai, L. H. A family of human cdc2-
related protein kinases. EMBO J . 1992, 11, 2909-2917.
(52) Stambolic, V.; Woodgett, J . R. Mitogen inactivation of glycogen
synthase kinase-3 beta in intact cells via serine 9 phosphoryla-
tion. Biochem. J . 1994, 303 (Pt 3), 701-704.
(53) Boeckmann, B.; Bairoch, A.; Apweiler, R.; Blatter, M. C.;
Estreicher, A.; Gasteiger, E.; Martin, M. J .; Michoud, K.;
O’Donovan, C.; Phan, I.; Pilbout, S.; Schneider, M. The SWISS-
PROT protein knowledgebase and its supplement TrEMBL in
2003. Nucleic Acid Res. 2003, 31, 365-370.
(54) Lemcke, T.; Kunick, C.; J oergensen, F. S. 3D-QSAR Analysis of
the CDK-inhibiting activity of paullones. Arch. Pharm. Pharm.
Med. Chem. 2001, 334, 41.
(
26) Patrick, G. N.; Zukerberg, L.; Nikolic, M.; de la Monte, S.; Dikkes,
P.; Tsai, L.-H. Conversion of p35 to p25 deregulates Cdk5 activity
and promotes neurodegeneration. Nature 1999, 402, 615-622.
27) Mandelkow, E. The tangled tale of tau. Science 1999, 402, 588-
(
(
5
89.
28) Coleman, K. G.; Lyssikatos, J . P.; Ynag, B. V. Chemical inhibitors
of cyclin-dependent kinases. Annual Reports in Medicinal Chem-
istry; Bristol, J . A., Ed.; Academic Press: San Diego, 1997; Vol.
3
2, pp 171-179.
(
29) Meijer, L. Cyclin-dependent kinase inhibitors as potential
anticancer, antineurodegenerative, antiviral and antiparasitic
agents. Drug Resist. Update 2000, 3, 83-88.