G. Joshi et al.
Bioorganic Chemistry 107 (2021) 104620
6.1.10. 3-(4-Hydroxyphenyl)-5-(2-nitrophenyl)-4,5-dihydro-1H-pyrazole-
inhibition of XO was quantified using the following formula:
1-carbaldehyde (2l)
% Inhibition = [(Ac-As)/Ac] × 100where Ac represent absorbance of
the control sample, As is the absorbance of the treated sample. Where A
is the absorbance of the control and investigational.
Yield: 84%, dull orange solid, mp: 98–100 ◦C; IR (KBr, cmꢀ 1): 3318
1
–
–
–
–
(C-OH), 1656 (C O), 1510 (N O), 1451 (N O); H NMR (CDCl + d -
–
–
3
DMSO, 400 MHz, δ with TMS = 0): 9.99 (1H, brs, D2O exchangeable6),
8.86 (1H, s), 8.10 (1H, d, J = 2.9 Hz), 7.72–7.68 (1H, m), 7.60–7.75 (3H,
m), 7.33 (1H, d, J = 7.52 Hz), 6.82 (2H, d, J = 8.64 Hz), 5.92 – 5.88 (1H,
m), 4.03 (1H, dd, J34 = 11.8 Hz,), 3.23 (1H, dd, J34 = 5.28 Hz). 13C NMR
(CDCl3 + d6-DMSO, 100 MHz, δ with TMS = 0): 160.03, 159.41, 156.19,
146.88, 135.66, 134.40, 128.66, 128.35, 126.80, 125.18, 121.35,
115.75, 55.47, 42.64; Anal. calcd for C16H13N3O4: C, 61.73; H, 4.21; N,
13.50; Found: C, 61.62; H, 4.13; N, 13.42.
6.3. Docking
The X-ray crystallographic structure of XO (PDB ID: 1FIQ) was pro-
of the binding sites was made on the basis of the co-crystallized ligand
(salicylic acid) present in the binding cavity of the XO. The protein
preparation is done using the Protein preparation wizard which was
used to achieve the minimum energy (stable conformation) of the
protein-ligand complex (adding hydrogen to energy minimization). The
receptor grid generation module is used to generate a grid by picking the
co-crystallized ligand in a prepared protein. Structures (in SDF format)
of the compounds were generated using ChemDraw Professional. The
optimized geometries of the compounds were generated by using
OPLS3e force field using LIGPREP module in Schrodinger (2020–1). The
ligands were docked at the binding site of XO using the extra precision
6.1.11. 5-(5-Hydroxy-2-nitrophenyl)-3-(3-iodo-4-methoxyphenyl)-4,5-
dihydro-1H-pyrazole-1-carbaldehyde (2m)
Yield: 93%, yellow solid, mp: 116–118 ◦C; IR (KBr, cmꢀ 1): 3318
1
–
–
–
–
(OH), 1656 (C O), 1510 (N O), 1451 (N O), 841 (C-I); H NMR (d -
–
–
DMSO, 400 MHz, δ with TMS = 0): 10.3 (1H, brs, D2O exchangeable6),
8.92 (1H, s), 8.16 – 8.01 (2H, m), 7.76 (1H, d, J = 4.8 Hz), 7.08 (1H, d, J
= 7.2 Hz), 6.88 – 6.86 (1H, dd, J34 = 3.32 Hz), 6.00 – 5.97 (1H, dd, J =
3.6 Hz), 4.03 – 3.99 (1H, m), 3.87 (3H, s), 3.33 – 3.29 (2H, m). 13C NMR
(d6-DMSO, 100 MHz, δ with TMS = 0): 163.73, 160.21, 160.04, 159.64,
155.64, 139.40, 138.62, 137.56, 129.24, 125.35, 115.71, 112.84,
111.94, 96.95, 57.15, 56.28, 42.23. HRMS (ESI) cald for C17H14IN3O5,
466.9978 [M]+; observed: 467.9949 [M + H]+; 489.9764 [M + Na]+;
HPLC: tR = 7.38 min.
¨
(XP) method in GLIDE module of Schrodinger software (Schrodinger
¨
Release 2020–3: Maestro, Schrodinger, LLC, New York, NY).
6.4. Docking model generation
The docking model was generated by correlating the docking score
with the pIC50 of the compounds. The docking score was taken as a
descriptor that describes the binding of the ligand to a receptor and
effects the activity of the compounds. The docking model equation is
generated as
6.1.12. 5-(5-Hydroxy-2-nitrophenyl)-3-(4-methoxyphenyl)-4,5-dihydro-
1H-pyrazole-1-carbaldehyde (2n)
Yield: 86%, dull yellow solid, mp: 112–114 ◦C; 1H NMR (d6-DMSO +
CDCl3, 400 MHz, δ with TMS = 0): 10.28 (1H, brs, D2O exchangeable),
8.91 (1H, s), 8.07 (1H, d, J = 3.92 Hz), 7.66 (2H, d, J = 2.76 Hz), 6.96
(2H, d, J = 2.68 Hz), 6.94 (1H, d, J = 2.6 Hz), 6.64 (1H, s), 7.09 – 6.98
(1H, dd, J34 = 2.6 Hz,), 4.04 – 3.97 (1H, m), 3.88 (3H, s), 3.23 – 3.17
(1H, dd, J34 = 5 Hz). 13C NMR (d6-DMSO + CDCl3, 100 MHz, δ with
TMS = 0): 162.73, 159.37, 148.34, 142.12, 139.30, 127.65, 126.79,
125.44, 114.37, 113.62, 59.51, 54.89, 40.85. Anal. calcd for
pIC50 = m * Docking Score + Cwhile m and C are constants.
The correlation was made between the pIC50 values and docking
scores and the compounds were divided into test set and training set.
The robust model was generated that helps in finding out the formylated
compounds with better activity. The validation of the generated docking
model was done using internal validation (training set) and external
validation (test set). The internal validation is done by R2 (>0.5) pre-
dicts the model to be the robust model. The best method for the vali-
dation of models is by external validation (test set). The R2 (>0.6), and
Q2 (>0.5) of test set are signatures of a robust model. Other values |R20-
R’20| (<0.3), k value (0.85 < k < 1.15) and [(R2-R02)/R2] (<0.1), predicts
a decent model for the prediction of activity.
C
17H15N3O5: C, 59.82; H, 4.43; N, 12.31. Found: C, 59.77; H, 4.75; N,
12.36; MS (EI): m/z = 341 [M]+.
6.1.13. 5-(2,4-Dinitrophenyl)-3-(4-iodo-3-methoxyphenyl)-4,5-dihydro-
1H-pyrazole-1-carbaldehyde (2w)
Yield: 81%, Yellow solid, mp: 172 – 174 ◦C. 1H NMR (d6-DMSO, 400
MHz, δ with TMS = 0): 8.92 (1H, s), 8.82 (1H, d, J = 4 Hz), 8.50 (1H, m),
8.16 (1H, s), 7.76 (1H, d, J = 4 Hz), 7.64 (1H, d, J = 8 Hz), 7.09 (1H, J =
8 Hz), 5.96 (1H, dd, J34 = 4 Hz), 4.05 (1H, dd, J34 = 4 Hz), 3.88 (3H, s),
3.44 (1H, m) . 13C NMR (100 MHz, d6-DMSO, TMS = 0): 159.94, 159.70,
155.19, 147.17, 146.90, 141.44, 137.23, 129.33, 128.83, 128.56,
124.76, 120.53, 111.55, 86.69, 56.77, 56.33, 39.72. Anal. calcd for
The predictive ability of the best fit models was further evaluated by
metric values (rm2 ):
√̅̅̅̅̅̅̅̅̅̅̅̅̅̅
2
rm2 = r2(1ꢀ r2 ꢀ ro2
here r2and ro2 are correlations between the observed and predicted
values [51,52] (aptsoftware.co.in/rmsquare). The value of rm2 (>0.5)
and properties such as reverse rm2 (>0.5), average rm2 (>0.5) and delta rm2
(<0.2) denotes stabilty of developed docking model.
C
17H13IN4O6: C, 41.15; H, 2.64; N, 11.29; Found: C, 41.09; H, 2.58; N,
11.22.
6.2. Xanthine oxidase assay
6.5. Cell culturing and maintenance
All the investigational compounds were assessed for their XO inhi-
bition by analyzing and measuring the uric acid concentration spectro-
photometrically at 292 nm. The reaction mixture was comprised of
potassium phosphate buffer (1.5 mL of 50 mM; pH 7.4), test sample
solution (1 mL at a concentration of 1, 5, 25 µM), freshly prepared XO
enzyme solution (0.5 mL). The mixture was pre-incubated for 15 min to
allow the formation of enzyme-drug complex, which was further
quantified using substrate solution (1 mL of 0.10 mM of xanthine) fol-
lowed by its incubation for next 30 min. The reaction was stopped by
adding 1 M HCl (1 mL). For the control experiment, blank samples were
made by replacing xanthine with phosphate buffer. Readings were taken
in triplicate and represented as IC50 ± SD during the experiment. The
All the cells used during experiments were purchased from NCCS
Pune, India and were used standard conditions as per our previously
published methodology[82,83] Cells were grown in culture flasks/petri
dishes using DMEM media, complemented with 10% fetal bovine serum
(FBS) and1X penicillin–streptomycin antibiotic solution. The cells were
incubated at 37˚C in a humidified atmosphere containing 5% CO2. Sub-
culturing of cells was done when the cancer cell lines have attained
70–80% growth. All the sterile conditions were maintained during the
culturing and handling of cells used herein. Work on blood cells
(HPBMCs) was conducted as per protocol no. CUPB/cc/14/IEC/4483
approved by the Institutional Ethics Committee of Central University of
12