Journal of Molecular Graphics and Modelling 29 (2010) 309–320
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Journal of Molecular Graphics and Modelling
journal homepage: www.elsevier.com/locate/JMGM
DFG-in and DFG-out homology models of TrkB kinase receptor: Induced-fit and
ensemble docking
ˇ
Crtomir Podlipnik
a,b,∗
, Federico Tutino
b
, Anna Bernardi
c
, Pierfausto Seneci
b,c
a
University of Ljubljana, Faculty of Chemistry and Chemical Technology, Aˇ skerˇ ceva 5, 1000 Ljubljana, Slovenia
b
Universitá degli Studi di Milano, Center for Biomolecular Interdisciplinary Studies and Industrial Applications (CISI), Via Fantoli 16/15, 20138 Milano, Italy
c
Universitá degli Studi di Milano, Dipartimento di Chimica Organica e Industriale, via Venezian 21, 20133 Milano, Italy
article info
Article history:
Received 1 June 2010
Received in revised form
14 September 2010
Accepted 16 September 2010
Available online 7 October 2010
Keywords:
Kinase inhibitors
DFG-in and DFG-out
TrkB
abstract
Kinases from the Trk family are important for the regulation of development and for the correct func-
tioning of the neural system. Deregulation (over-expression) of Trks leads to survival and proliferation of
different human cancers. Therefore, development of inhibitors for Trks that can disrupt the signal path-
way of Trks could lead to cure against cancer as well as to nociception. Homology models built by YASARA
have been used as targets for docking various libraries of known Trk inhibitors. The receptor plasticity
was compensated with induced fit docking and/or ensemble docking. It was determined that DFG-in and
DFG-out conformational states of TrkB kinase must be taken into account in order to get more reason-
able relationships between the docking score and the activity measured by pIC
50
for the corresponding
ligands.
© 2010 Elsevier Inc. All rights reserved.
1. Introduction
Trk (tropomyosin related kinase) receptors are transmembrane
proteins belonging to the family of receptor tyrosine kinases (RTKs).
Trk receptors exist in three different homologous isoforms: TrkA,
TrkB and TrkC. Different growth factors called neurotrophines (NT)
are required for the activation of each of those three Trk receptors:
namely, TrkA is activated by nerve growth factor (NGF), TrkB is pref-
erentially activated by brain derived neurotrophic factor (BDNF)
and neurotrophin NT-4/5, and TrkC is normally activated by neu-
rotrophin NT-3. The structure of each Trk receptor is divided into
three regions: an extracellular domain (NT ligand binding), a trans-
membrane region, and an intracellular kinase domain. The binding
of neurotrophic factor to the extracellular domain of Trks causes
their autophosphorylation, and consequently triggers downstream
signal transduction pathways. An example of such transduction
pathway is coupling Trk/BDNF with translational control in den-
drites as shown in Fig. 1 [1]. Trks are important for maintenance
and survival of neuronal tissue cells during their development in
the embryonic phase. There is some reported evidence that Trks
are necessary also in the postembryonic phase for the correct func-
tioning of the nervous system, as well as for nociception [2,3].
Several studies have also indicated association of TrkB receptor
∗
Corresponding author at: University of Ljubljana, Faculty of Chemistry and
Chemical Technology, Aˇ skerˇ ceva 5, 1000 Ljubljana, Slovenia. Tel.: +386 1 2419 434.
E-mail address: crtomir.podlipnik@fkkt.uni-lj.si (
ˇ
C. Podlipnik).
with Alzheimer’s disease [4,5]. Numerous studies have reported
some connection between over-expression of Trks outside the
central neural system and various types of cancer [6]. Normally,
Trks are expressed at low levels outside the central neural sys-
tem in adults, while pathological over-expression, activation and
amplification of Trks are typical for numerous cancers including
neuroblastoma [6–9], ovarian [10,11], prostate [12] and colorec-
tal cancer [13]. Thus the interest of the pharmaceutical industry
for the discovery and the development of selective inhibitors of
Trk receptor kinases that might provide targeted treatments for
cancer and pain is not surprising. An excellent review on small-
molecule inhibitors of Trk receptor was recently written by Wang
et al. [14], reporting many inhibitors that possess excellent in vitro
potencies and, in some cases, have progressed into clinical tri-
als.
Up to date no high resolution crystallographic structure of the
kinase domain of any Trk family member has been deposited in
RCSB Protein Data Bank (PDB) [15]. Therefore, researchers are lim-
ited to using homology models or surrogate crystal structures for
structure-based design of Trk kinase receptor inhibitors.
All kinases have a conserved activation loop, which is important
in regulating their activity and is marked by a conserved DFG motif.
The activation loop can assume both a conformation that is catalyt-
ically competent (DFG-in), and an ‘inactive’ conformation DFG-out
in which the activation loop blocks the substrate binding site.
Type-I kinase inhibitors recognize the active, DFG-in conformer,
but type-II inhibitors recognize the inactive (DFG-out) conforma-
tion, hence both conformer are relevant for drug design purposes.
1093-3263/$ – see front matter © 2010 Elsevier Inc. All rights reserved.
doi:10.1016/j.jmgm.2010.09.008