ACS Medicinal Chemistry Letters
Letter
energy of water “hydration sites”.18 WaterMap has been
successfully applied to study selectivity in kinases and PDZ
domains, as well as several studies of understanding binding
affinity and SAR series.19−21 Figure 1B shows the predicted
WaterMap hydration sites in the apoenzyme. The site near
Lys178 is in near-perfect accordance with the crystallographic
water. This hydration site has a thermodynamic profile making
the total free energy slightly worse than bulk water (+1.5 kcal/
mol). While the site is highly unfavorable entropically (+3.4
kcal/mol) due to the localization around Lys178, it is
enthalpically favorable (−1.9 kcal/mol) due to the interactions
with Lys178. Displacement of this hydration site by a ligand
functional group that also replaces the water interactions is
predicted to improve potency, in agreement with the
experimental 10-fold affinity difference between 7BIO and its
carboxylated analogue 6i. This shows the importance of
including water molecules in the analysis and assessment of
binding energies.
The selectivity of 6i and 6l toward DYRKs prompted us to
investigate their inhibition profile over a broader panel of
protein kinases. Compounds 6i and 6l along with 6BIO and
7BIO were assayed in vitro against a panel of 42 kinases (Table
S1 in the Supporting Information). Compounds 6i, 6l, and
7BIO were inactive against all assayed kinases. In contrast,
6BIO showed a broad inhibitory profile. Apart from its well-
established target, GSK-3β, 6BIO was weakly active toward the
receptor tyrosine kinases fibroblast growth factor receptor 3
(FGFR3) and platelet-derived growth factor receptor
(PDGFR) and showed a notable inhibition of proto-oncogene
tyrosine-protein kinase receptor (RET). Although the crystal
structure of 6l-DYRK2 was not determined, the similar
specificity profile of 6i and 6l suggests that the presence of
the N1-methyl does not induce an alternative binding mode.
To conclude, the combined presence of a bromine
substitution at position 7 and an acidic functionality at position
5′ of the indirubin scaffold turns the nonselective bis-indole
indirubin into a potent and selective DYRK inhibitor. Structural
insights offered by docking, crystallographic studies, and solvent
thermodynamic calculations suggest that selective DYRK
inhibition can be attributed to a nonstandard kinase binding
mode where the indirubin core adopts an inverted pose. Data
indicate that the driving force for the inverted binding
orientation is the occurrence of a steric clash between the
bulky halogen of position 7 and the kinase hinge. The acidic
substitution at position 5′ further enhances activity by
displacing an unstable water and establishing a salt bridge
between the 5′-carboxylate and the Lys178. The need for the
simultaneous substitutions at position 5′ and 7 was evident by
the fact that neither of the two substitutions alone resulted in
the desired activity-selectivity profile. As a result, the desired
selectivity profile was achieved with an ATP-competitive but
not ATP-mimetic inhibitor using a variety of rational design
strategies.22
Accession Codes
The 6i-DYRK2 structure has been deposited to the PDB with
accession code 3KVW.
AUTHOR INFORMATION
Corresponding Author
(A.-L.S.).
■
Author Contributions
∇These authors contributed equally.
Funding
This research was supported by grants from the “Fonds Unique
Interminister
“Association France-Alzheimer (Finister
́ ̂
Sante Bretagne” (L.M.), “Fondation Jero
́
iel” (FUI) PHARMASEA project (L.M.), the
e)” (L.M.), “CRITT-
me Lejeune” (L.M.),
̀
́
and EU-FP7REGPOT-2011 project INsPiRE (284460) (V.M.).
S.K. and M.S. are supported by the SGC, a registered charity
(number 1097737) that receives funds from the Canadian
Institutes for Health Research, the Canada Foundation for
Innovation, Genome Canada, GlaxoSmithKline, Pfizer, Eli Lilly,
the Novartis Research Foundation, Takeda, the Ontario
Ministry of Research and Innovation, and the Wellcome
Trust. P.F. is supported by a Wellcome Trust Career
Development Fellowship (095751/Z/11/Z).
Notes
The authors declare no competing financial interest.
ABBREVIATIONS
■
FGFR3, fibroblast growth factor receptor 3; PDGFR, platelet-
derived growth factor receptor; RET, proto-oncogene tyrosine-
protein kinase receptor; CDK5, cyclin-dependent kinase 5;
GSK3β, glycogen synthase kinase 3β; CK1, casein kinase 1
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ASSOCIATED CONTENT
■
S
* Supporting Information
Detailed information about compound synthesis, computa-
tional methodology, protein production, crystallization, data
collection, refinement statistics, and biological assays. This
material is available free of charge via the Internet at http://
(7) Ogawa, Y.; Nonaka, Y.; Goto, T.; Ohnishi, E.; Hiramatsu, T.; Kii,
I.; Yoshida, M.; Ikura, T.; Onogi, H.; Shibuya, H.; Hosoya, T.; Ito, N.;
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dx.doi.org/10.1021/ml300207a | ACS Med. Chem. Lett. 2013, 4, 22−26