International Journal of Biological Macromolecules 96 (2017) 200–213
Contents lists available at ScienceDirect
International Journal of Biological Macromolecules
journal homepage: www.elsevier.com/locate/ijbiomac
Identification of natural allosteric inhibitor for Akt1 protein through
computational approaches and in vitro evaluation
T. Pragna Lakshmi
a
, Amit Kumar
a
, Veena Vijaykumar
b
, Sakthivel Natarajan
b
,
Ramadas Krishna
a,∗
a
Centre for Bioinformatics, Pondicherry University, Puducherry 605014, India
b
Department of Biotechnology, Pondicherry University, Puducherry 605014, India
a r t i c l e i n f o
Article history:
Received 24 August 2016
Received in revised form 2 December 2016
Accepted 4 December 2016
Available online 9 December 2016
Keywords:
Breast cancer cell line
Cloning
Protein expression and purification
Isothermal titration calorimetry
a b s t r a c t
Akt, a serine/threonine protein kinase, is often hyper activated in breast and prostate cancers, but with
poor prognosis. Allosteric inhibitors regulate aberrant kinase activity by stabilizing the protein in inactive
conformation. Several natural compounds have been reported as inhibitors for kinases. In this study,
to identify potential natural allosteric inhibitor for Akt1, we generated a seven-point pharmacophore
model and screened it through natural compound library. Quercetin-7-O--d-glucopyranoside or Q7G
was found to be the best among selected molecules based on its hydrogen bond occupancy with key
allosteric residues, persistent polar contacts and salt bridges that stabilize Akt1 in inactive conformation
and minimum binding free energy during molecular dynamics simulation. Q7G induced dose-dependent
inhibition of breast cancer cells (MDA MB-231) and arrested them in G1 and sub-G phase. This was
associated with down-regulation of anti-apoptotic protein Bcl-2, up-regulation of cleaved caspase-3 and
PARP. Expression of p-Akt (Ser473) was also down-regulated which might be due to Akt1 inhibition
in inactive conformation. We further confirmed the Akt1 and Q7G interaction which was observed to
have a dissociation constant (K
d
) of 0.246 M. With these computational, biological and thermodynamic
studies, we suggest Q7G as a lead molecule and propose for its further optimization.
© 2016 Elsevier B.V. All rights reserved.
1. Introduction
Akt or PKB is a key effector of PI3K/Akt/mTOR pathway that
plays pivotal role in cellular metabolism, growth, proliferation,
differentiation and survival [1]. Currently, there are three known
isoforms of Akt: Akt1, 2 and 3 or PKB-, and [2,3]. Activa-
tion of Akt is dependent on stimulation of receptor tyrosine kinase
(RTK) or G-protein coupled receptor (GPCR) which triggers phos-
phatidylinositol 3-kinase (PI3K) to generate phosphatidylinositol
(3,4,5)-trisphosphate (PIP
3
) in the cell membrane. This drives the
Abbreviations: PKB, protein kinase B; CPH, common pharmacophore hypothe-
sis; RMSE, root mean-square error; PLS, partial least-squares; QSAR, quantitative
structure-activity relationship; TCM, traditional Chinese medicine; HTVS, high-
throughput virtual screening; SP, standard precision; XP, extra precision; DFT,
density functional theory; HOMO, higher occupied frontier orbitals; LUMO, lower
unoccupied frontier orbitals; MDS, molecular dynamic simulations.
∗
Corresponding author.
E-mail addresses: pragnapcu@gmail.com
(T. Pragna Lakshmi), amit.kumar10nov@gmail.com
(A. Kumar), btveenavijaykumar@gmail.com (V. Vijaykumar), puns2005@gmail.com
(S. Natarajan), krishstrucbio@gmail.com (R. Krishna).
recruitment of Akt and other pleckstrin homology (PH) domain
containing proteins such as phosphoinositide-dependent kinase-
1 (PDK1) to the inner leaflet of plasma membrane, where Akt
comes in close proximity to PDK1 and gets phosphorylated at
Thr308 of catalytic domain. Akt is fully activated when it is phos-
phorylated at Ser473 either by mammalian target of rapamycin
complex2 (mTORC2) or by DNA-dependent protein kinase (DNA-
PK). Activated Akt stimulates several downstream substrates which
finally lead to inhibition of apoptosis, promotion of cellular growth,
survival, glucose metabolism and angiogenesis [4–9]. In various
cancers such as breast and prostate, Akt is constantly active or
over-expressed due to its own mutations or aberrant activity of
upstream proteins of the pathway [10]. Inhibition of Akt could
reverse its anti-apoptotic processes and thereby regulate cellu-
lar growth, proliferation and survival. Besides, hyper activation of
Akt often increases resistance to chemotherapy or radiotherapy.
Akt inhibitors have been shown to attenuate this chemotherapeu-
tic resistance when they were administrated along with standard
chemotherapy [11–13].
Akt structure comprises of an amino (N)-terminal regula-
tory PH domain, 42-residue length connecting linker, catalytic
http://dx.doi.org/10.1016/j.ijbiomac.2016.12.025
0141-8130/© 2016 Elsevier B.V. All rights reserved.