M. Erol, I. Celik and G. Kuyucuklu
Journal of Molecular Structure 1234 (2021) 130151
185°C. 1H-NMR δ ppm (DMSO-d6): 2.45 (s, 3H, -CH3), 2.77-2.89
(m, 8H, piperazine (4)-CH2), 3.10 (s, 2H, -CH2-CONH-), 7.44 (d, 2H,
Jo=8.4 Hz, phenyl H-3’,5’), 7.64 (d, 2H, Jo= 8.4 Hz, phenyl H-2’,6’),
7.88 (d, H, Jo= 8.4 Hz, benzoxazole H-6), 8.12 (d, H, Jo=8.4 Hz,
benzoxazole H-7), 8.18 (s, H, benzoxazole H-4), 9.87 (s, H, -NH).
13C-NMR δ ppm (DMSO-d6): 21.63, 46.72, 52.67, 61.83, 111.01,
113.11, 118.23, 124.12, 126.21, 130.38, 136.26, 137.29, 146.84, 155.19,
163.58, 168.61.
tested in triplicate in each run of the experiments. Solvents, pure
microorganisms, and pure media were used as control wells.
3. Computational and theoretical details
3.1. Molecular docking
The crystal structure of DNA gyrase ATP binding domain
of E. faecalis in complex with
a small molecule inhibitor
2-(p-methylphenyl)-5-(2-(morpholine-4-
((3S)-1-[2-(pyrido[2,3-b]pyrazin-7-ylsulfanyl)-9H-pyrimido[4,5-
b]indol-4-yl]pyrolidin-3-amine) was downloaded from the
RSCB protein database website with the code PDB ID: 4KTN
yl)acetamido)benzoxazole (B4): White powder, yield 57%, m.p:
190°C. 1H-NMR δ ppm (DMSO-d6): 2.40 (s, 3H, -CH3), 3.16 (s,
2H, -CH2-CONH-), 3.64-3.73 (m, 8H, piperazine (4)-CH2), 7.42 (d,
2H, Jo=8.0 Hz, phenyl H-3’,5’), 7.59 (d, 2H, Jo= 8.4 Hz, phenyl
H-2’,6’), 8.07 (d, H, Jo= 8.0 Hz, benzoxazole H-6), 8.10 (d, H,
Jo=8.8 Hz, benzoxazole H-7), 8.15 (s, H, benzoxazole H-4), 9.94 (s,
H, -NH). 13C-NMR δ ppm (DMSO-d6): 21.63, 33.40, 54.36, 62.69,
110.71, 118.22, 124.15, 127.22, 128.78, 130.36, 136.28, 142.16, 146.71,
146.82, 163.56, 169.08.
∗
3
˚
x: -9.852, y: -6.045, z: -15.499 and 20 20 20 A . The protein was
prepared in pdbqt file format using AutoDock Tools 1.5.6 program
[23]. Ligands were drawn with Chem3D 19.0 program, minimized,
saved in pdb format, and converted to pdbqt file format with
AutoDockTools 1.5.6 program. The molecular docking studies were
carried out with the latest AutoDock Vina. The results were dis-
played in 2D and 3D with Discovery Studio 2020 Client program
2.2. Antimicrobial evaluation
3.2. Molecular dynamics simulations
Escherichia coli ATCC 25922, Pseudomonas aeruginosa ATCC
27853, Staphylococcus aureus ATCC 29213, Enterococcus faecalis
ATCC 29212, Acinetobacter baumannii NTCC 13304, Klebsiella pneu-
moniae ATCC 700603, and Candida albicans ATCC 10231 standard
strains and clinical isolates provided from Trakya University Health
Center for Medical Research and Practice (Hospital) were used
in the study. Standard drugs of ampicillin (Sigma), vancomycin
(Mayne Pharma), cefotaxime (Sigma), ciprofloxacin (Sigma), gen-
tamicin (Sigma), meropenem (Sigma), fluconazole (Sigma), and
amphotericin B were used as standard antimicrobial agents. Stock
solutions of the test compounds were prepared in DMSO (Merck).
Ampicillin was prepared in phosphate buffer solution, and other
antibiotic solutions were prepared in sterile distilled water ac-
cording to the guidelines of CLSI M100-S28 and M27-A3 [21,22].
Mueller Hinton Agar (MHA) (Merck), Mueller Hinton Broth (MHB)
(Merck), Sabouraud Dextrose Agar (SDA) (Merck), Sabouraud Liq-
uid Medium (SLM) (Merck), and RPMI-1640 medium (Sigma) with
L-glutamine buffered pH:7 with 3-[N-morpholino]-propanesulfonic
acid (MOPS) (Sigma) were used for microbial cultures. Bacterial
isolates were subcultured in Mueller Hinton Agar (MHA) plates and
incubated overnight at 37°C, and C. albicans were subcultured in
Sabouraud Dextrose Agar (SDA) plates at 35°C for 24-48 h. Pure
colonies were transferred to MHB and SLM for bacteria and fungi,
respectively. They were incubated in the appropriate conditions
overnight. After incubation, the inoculation’s bacterial suspensions
were prepared at 105 CFU/mL by diluting fresh cultures at McFar-
land 0.5 density (108 CFU/mL). Yeast suspensions were also pre-
pared according to McFarland 0.5 density, and a working suspen-
sion was made by a 1:50 dilution followed by a 1:20 dilution of
the stock suspension (2.5 × 103 CFU/mL).
Molecular dynamics simulations were performed using the Gro-
macs 2020.4 version [25]. DNA gyrase subunit B protein and B1-
B4 ligands topology was created with pdb2gmx script and CgenFF
with Charmm36-Jul2020 force field, respectively [26]. The molec-
ular dynamics simulations were performed under periodic bound-
ary conditions with V-rescale and Berendsen’s coupling algorithms
and Newtonian leap-frog MD integrator. The solvating was formed
with a TIP3P water molecule, and seven 11 Na+ ions for neutraliza-
tion were added to the system. The total system energy was min-
imized by the protein-ligand canonical ensemble (amount of sub-
stance, N, pressure, P and temperature, T (NVT)) and isothermal-
isobaric (amount of substance, N, volume, V and equilibrium steps
temperature, T (NPT) were carried out 300 K and 1 atm for 100 ps.
Molecular dynamics of 50 ns duration were run. Root mean square
deviation (RMSD), root mean square fluctuation (RMSF), the radius
of gyration (Rg), intramolecular and intermolecular hydrogen bond
analyzes between DNA gyrase subunit B protein and B1, B2, B3,
and B4 ligands were measured. The data obtained from molecular
dynamics studies were graphed with the QtGrace tool.
3.3. DFT/B3LYP calculations
All theoretical calculations of B1-B4 were made using the
DFT/B3LYP method, 6-311G (d,p) basis set, and Gaussian 09 pack-
age program [27]. Theoretically, the geometric parameters of the
molecule (bond length, bond angle, and dihedral angles), HOMO-
LUMO orbital energies, and other electronic parameters obtained
from these energies, NBO analysis, and MEP analysis were per-
formed. The results were viewed with the GaussView 6.0 program
Susceptibility testing was performed with MHB for bacteria, and
RPMI-1640 medium with L-glutamine buffered pH:7 with 3-[N-
morpholino]-propanesulfonic acid (MOPS) for fungi. The solution
of the newly synthesized compounds and standard drugs were pre-
pared at 512, 256, 128, 64, 32, 16, 8, 4 μg/mL, and different stock
concentrations for every antimicrobial agent were prepared, re-
spectively by diluting the stock concentrations in a microdilution
tray with a multichannel pipette. After dilution, a 10 μl bacterial or
fungal inoculum was added to each well of the microdilution trays.
The trays were incubated at 37°C for bacteria and 35°C for fungi
in a humid chamber, and MIC endpoints were read after 24 h of
incubation. The compound’s lowest concentration that completely
inhibits macroscopic growth was determined, and minimum in-
hibitory concentrations (MICs) were reported. All organisms were
3.4. Theoretical ADME predictions
A drug candidate compound should have high pharmacological
activity, low toxicity profile, and ideal pharmacokinetics. Within
the scope of computer-aided drug development studies in recent
years, estimates of absorption, distribution, metabolism, and ab-
sorption (ADME) profiles of drug candidates can be made. In this
study, various pharmacokinetic parameter values such as log P,
TPSA, nrotb, molecular weight, and hydrogen bond donor-receptor
number of the compounds synthesized using the Molinspiration
software were calculated [29]. Drug-likeness scores were computed
using the Molsoft program [30].
3