S. Mohamady, et al.
BioorganicChemistryxxx(xxxx)xxxx
4.13. In vitro enzyme inhibition assay against Hsp90
plemented through AutoDock Tools 1.5.6 [34]. Protein and ligand
preparations involved adding polar hydrogen atoms and Gasteiger
partial charges. Single bonds of the ligands were considered rotatable
while the binding site residues were considered rigid during the
docking calculations. The search box was centered around the co-
crystallized ligands and assigned 60 Å box side and 0.375 Å grid spa-
cing. Box dimensions determination, writing AutoDock vina config-
uration files and docking automation were carried out using AutoDock/
vina pymol plugin [35]. Docking calculations were carried out using
AutoDock vina docking engine [29]. Crystallized water molecules were
marckian Genetic search Algorithm (LGA) where LGA runs were set to a
value of 100 with 150 population size, 2,500,000 evaluations and
27,000 generations returning the best binding pose in the largest
cluster. Binding energies are evaluated in terms of difference in Gibbs
free energy (∆G).
The most promising compound, 8, was selected for in vitro enzyme
inhibition screening assay against Hsp90 C-terminal domain using the
Hsp90 (C-terminal) inhibitor screening assay kit (BPS Bioscience, USA),
according to the manufacturer’s instructions, in order to determine the
IC50 of 8. Briefly, wells of a microtiter plate were designated to sub-
strate control, positive control, test inhibitor and blank. Aliquots of
Hsp90 and its protein target (cyclophilin D), provided in the kit, were
thawed on ice and diluted with assay buffers. Then, 4 µl of diluted Hsp
α protein were added to each well designated for the positive control,
test inhibitor and blank. To the wells designated for substrate control, 4
µl of Hsp90 assay buffer were added. Then, 2 µl of geldanamycin so-
lution were added to wells designated for test inhibitor. For positive
and substrate control wells, 2 µl of the same solution without inhibitor
(inhibitor buffer) were added. Moreover, 4 µl of HspP90 assay buffer
were added to blank wells. In order to initiate the reaction, cyclophilin
D was diluted in assay buffer from which 4 µl were added to wells
designated for substrate and positive controls as well as for test in-
hibitor. The plate was then incubated at room temperature for 30 min.
Acceptor beads were added, then streptavidin-conjugated donor beads,
followed by reading alpha-counts.
4.17.3. FRED Docking
Receptors were prepared using Make Receptor graphical utility and
pdb2receptor utility program of OEDOCKING 3.2.0.2 of OpenEye
Scientific Software [28]. Search box was determined around the co-
crystallized ligands after cavity detection step using a molecular probe
implemented through Make Receptor followed by a step of site shape
potential detection. FRED docking engine requires a multiconformer
ligand OpenEye binary file, so ligands were prepared using OpenEye
OMEGA 3.0.1.2 conformer generation program [36]. FRED applies a
systematic exhaustive search algorithm through rotational and trans-
lational degrees of freedom and evaluates the binding interactions using
consensus Chemgauss4 scoring function.
4.14. Determination of Hsp90 and Hsp90 client proteins in 8-treated
HepG2 cells
The effect of 8 on Hsp90 and its client proteins; Akt, the hepatocyte
growth factor (c-Met), c-Raf, and epidermal growth factor receptor
(EGFR) was investigated using ELISA kits for human Hsp90 (Cloud-
Clone Corp., USA), phospho-Akt (DRG International, USA), c-Met
(Sigma Aldrich, USA), phospho-c-Raf (Cisbio, France), and EGFR
(Raybiotech, USA), according to the manufacturers’ instructions. For
preparing cell lysates, cells were trypsinized and centrifuged following
72 h of treatment with 8. The cell pellet was then washed with PBS and
RIPA lysis buffer was used for cell lysis. Centrifugation was then per-
formed to remove cell debris. Cell lysates were then collected and
stored at −880 °C for performing the aforementioned ELISA assays.
All ligands and protein visualizations and figures generation were
carried out using UCSF Chimera [26]. 2D interaction representation is
generated by OpenEye toolkits [37].
4.17.4. Molecular Dynamics Simulations
The NAMD 2.12 package [38] was used for all the molecular dy-
out using VMD 1.9.3 graphics software [39]. First, the protein molecule
was stripped of any non-protein atoms (ligands, water and ions). Pro-
tein and ligand topology files were generated using VMD psfgen 1.6.4
package and SwissParam web server [40], respectively. The simulation
solvating the protein-ligand complex in a box of TIP3P water solvent
model with a 12 Å margin in all directions, using VMD solvate 1.7
package, and neutralizing the system charge with NaCl molecules, using
VMD autoionize 1.4 package, ending up with systems of approximately
35,000 atoms. Periodic boundary conditions were considered during
the simulations, wrapping all system atoms; by translating atoms that
pass the periodic boundary to its mirror position on the opposite side of
the cell.
4.15. Determination of Hsp70 in 8-treated HepG2 cells
To determine the effect of 8 on Hsp70, human Hsp70 ELISA kit
(Cloud-Clone Corp., USA) was used according to the manufacturer’s
instructions. The assay was performed on cell lysates that were pre-
pared, as explained earlier.
4.16. Statistical analysis
All values are presented as means
standard deviation (S.D.) from
three independent experiments performed in triplicates. Statistical
analysis was performed by Student t test for unpaired data and One-
Way Analysis of variance (ANOVA) followed by Bonferroni post hoc test
for multiple comparisons using GraphPad Prism, version 5.0 (GraphPad
Software, CA, USA) (v5). Statistical significance was determined at
P < 0.05.
100,000 minimization steps were carried out coupling the NAMD
rigorous conjugate gradient algorithm with line search algorithm, fol-
lowed by 10 ns NPT equilibration.
CHARMM36 Force Field [41] (July 2017 release) was used for
providing protein parameters, whereas SwissParam parameter file was
considered for ligands. The SwissParam derives the ligand atoms data
from MMFF (Merck Molecular Force Field) [42], while Van de Waals
parameters are taken from the closest atom type in CHARMM22 [41].
During dynamics calculations, any 1–2 and 1–3 atom interactions
were neglected, and 1–4 interactions are fully considered. Van der
Waals and electrostatic interactions are searched for in the system
within a pair list distance of 13.5 Å, which is restarted once every in-
tegration cycle, and calculated with a 12 Å cut-off implementing
function smoothing at 10 Å switch distance. For all runs, the velocity
Verlet integration method was used for velocity and position
4.17. Molecular Modeling
4.17.1. Ligands preparation
The two 8 tautomers were constructed using Marvin Sketch 2D
sketcher [30] and minimized using OpenBabel 2.4.1 [31] via Steepest
criterion of 10−6 kcal/mol/Å implementing MMFF94s (Merck Mole-
cular Force Field static variant) [32] for stepwise energy calculations.
4.17.2. AutoDock vina docking
Receptors were fetched from PDB online database (http://www.
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