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in the PDB format is not suitable for immediate use in molecular
modeling calculations. Hence, the crystal structure has been repaired
and prepared with protein preparation wizard module of Schrodinger
Maestro 12.0 before using in binding site prediction and induced‐fit
docking studies. The workflow that includes a detailed description of
previous studies[48,49] was described in the overview. Bond order and
charges were assigned and then missing hydrogen atoms were added
to crystal structure. Missing side chains were filled using Prime module
of the program. Amino acids were ionized by setting physiological pH
with the help of Propka software. Water molecules that formed less
than three contacts with the protein or ligand were removed. Finally,
energy minimization and geometry optimization have also been per-
formed using OPLS force field.
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After protein preparation, the catalytic site of the receptors
was predicted with SiteMap module of Schrodinger Maestro 12.0
for target selection and docking hits' evaluation. The prepared
receptor was imported into Maestro 12.0, and the binding site
was predicted using the default parameter of top‐ranked potential
protein binding site. The analysis of SiteScore and DScore de-
termined whether the binding site had catalytic active site
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4.3.3
Induced‐fit docking
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compounds with the best inhibition score, molecular docking stu-
dies were carried out. Induced‐fit docking technique is one of the
best ways to calculate binding affinity between ligand and receptor,
because both ligand and receptor are completely flexible in this
docking technique. The technique has been performed with the
induced‐fit docking module of Schrodinger Maestro 12.0 according
to proposed previous studies.[52–54] The centroid of the residues
was generated around the selected ligand or residues in the cata-
lytic site of the receptor. Then, side chains were automatically
trimmed based on B‐factor; the closest residues to the ligand were
refined within 3.4 Å of ligand pose in prime refinement. Before
calculating binding affinity between ligands and the receptors,
docking validation test was carried out for understanding accuracy
of induced‐fit docking technique. The test has been performed with
redocking procedure by evicting inhibitor complexed in the crystal
structure of the receptors. The RMSD value between cocrystallized
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method in Superposition panel of Schrodinger Maestro 12.0. Fol-
lowing the docking process, best‐scored compounds have been
determined by analyzing docking scores.
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CONFLICTS OF INTEREST
The authors declare that there are no conflicts of interests.
[30] A. Ibrar, S. Zaib, I. Khan, Z. Shafique, A. Saeed, J. Iqbal, J. Taiwan Inst.
Chem. Eng. 2017, 81, 119.
ORCID
[31] M. Saeedi, M. Mohammadi‐Khanposhtani, M. S. Asgari, N. Eghbal-
nejad, S. Imanparast, M. A. Faramarzi, B. Larijani, M. Mahdavi, T.
Akbarzadeh, Bioorg. Med. Chem. Lett. 2019, 27, 115148.
Parham Taslimi
Muhammet Karaman