Muhammad Ashfaq1, Muhammad Nawaz Tahir1, Shabbir Muhammad2, Khurram Shahzad Munawar3, Saqib Ali4, Gulzar Ahmed5, Abdullah G Al-Sehemi2, Saleh S Alarfaji2, Muhammad Ehtisham Ibraheem Khan6. 1. Department of Physics, University of Sargodha, Sargodha 40100, Pakistan. 2. Department of Chemistry, College of Science, King Khalid University, P.O. Box 9004, Abha 61413, Saudi Arabia. 3. Institute of Chemistry, University of Sargodha, Sargodha 40100, Pakistan. 4. Department of Chemistry, Quaid-i-Azam University, Islamabad 45320, Pakistan. 5. School of Materials Science and Engineering, South China University of Technology, Guangzhou 510640, China. 6. Department of Chemistry, University of Wah, Quaid Avenue Wah Cantt., Rawalpindi 47040, Pakistan.
Abstract
Two imine compounds named as (E)-2-(((3,4-dichlorophenyl)imino)methyl)phenol (DC2H) and (E)-4-(((2,4-dimethylphenyl)imino)methyl)phenol (DM4H) are synthesized, and their crystal structures are verified using the single-crystal X-ray diffraction (XRD) technique. The crystal structures of the compounds are compared with the closely related crystal structures using the Cambridge Structural Database (CSD). The crystal packing in terms of intermolecular interactions is fully explored by Hirshfeld surface analysis. Void analysis is carried out for both compounds to check the strength of the crystal packing. Furthermore, a state-of-the-art dual computational technique consisting of quantum chemical and molecular docking methods is used to shed light on the molecular structure, optoelectronic properties, and bioactivity of indigenously synthesized compounds. The optimized molecular geometries are compared with their counterpart experimental values. Based on previous reports of biofunctions of the indigenously synthesized imine derivatives, they are explored for their potential inhibition properties against two very crucial proteins (main protease (Mpro) and nonstructural protein 9 (NSP9)) of SARS-CoV-2. The calculated interaction energy values of DC2H and DM4H with Mpro are found to be -6.3 and -6.6 kcal/mol, respectively, and for NSP9, the calculated interaction energy value is found to be -6.5 kcal/mol. We believe that the current combined study through experiments and computational techniques will not only pique the interest of the broad scientific community but also evoke interest in their further in vitro and in vivo investigations.
Two imine compounds named as (E)-2-(((3,4-dichlorophenyl)imino)methyl)phenol (DC2H) and (E)-4-(((2,4-dimethylphenyl)imino)methyl)phenol (DM4H) are synthesized, and their crystal structures are verified using the single-crystal X-ray diffraction (XRD) technique. The crystal structures of the compounds are compared with the closely related crystal structures using the Cambridge Structural Database (CSD). The crystal packing in terms of intermolecular interactions is fully explored by Hirshfeld surface analysis. Void analysis is carried out for both compounds to check the strength of the crystal packing. Furthermore, a state-of-the-art dual computational technique consisting of quantum chemical and molecular docking methods is used to shed light on the molecular structure, optoelectronic properties, and bioactivity of indigenously synthesized compounds. The optimized molecular geometries are compared with their counterpart experimental values. Based on previous reports of biofunctions of the indigenously synthesized imine derivatives, they are explored for their potential inhibition properties against two very crucial proteins (main protease (Mpro) and nonstructural protein 9 (NSP9)) of SARS-CoV-2. The calculated interaction energy values of DC2H and DM4H with Mpro are found to be -6.3 and -6.6 kcal/mol, respectively, and for NSP9, the calculated interaction energy value is found to be -6.5 kcal/mol. We believe that the current combined study through experiments and computational techniques will not only pique the interest of the broad scientific community but also evoke interest in their further in vitro and in vivo investigations.
Schiff bases belong to an important class of ligands bearing an
imine or azomethine (−C=N−) functional group.
Hugo Schiff, a German scientist and Nobel Prize laureate, prepared
the first of these condensation products from primary amines and carbonyl
compounds in 1864.[1,2] The Schiff base is a structural
counterpart of a ketone or aldehyde that has had the carbonyl group
(C=O) replaced with an imine or azomethine group.[3] Schiff bases are very vital due to their ease
of synthesis, availability, and electrical characteristics, particularly
in the synthesis of metal complexes via azomethine
nitrogen.[4,5] Schiff base coordination chemistry has gotten
a lot of interest because of its important functions in analytical
chemistry, metal refining, organic synthesis, metallurgy, electroplating,
and photography.[6,7] Schiff bases not only play an
important role in advanced coordination chemistry but also are equally
significant in bioinorganic chemistry.[8] They have a wide range of medical uses due to their pharmacological
characteristics because of the presence of an azomethine (C=N)
linkage.[9] As a result, antibacterial, anticancer,
antifungal, and diuretic properties have been described for many azomethines.[10,11]In addition to this, Schiff bases have a wide range of uses
in
the food and dye industries and also in catalysis and agrochemical
activities.[12] The relevance of metal complexes
of Schiff bases in catalysis, supramolecular chemistry, separation
and encapsulation processes, materials science, biological applications,
and the creation of molecules with unique characteristics and molecular
structures has long been recognized.[13] The
azomethine nitrogen of Schiff bases offers a binding site for metal
ions to be linked to different biomolecules such as proteins and amino
acids for antigerm actions in biological systems.[14] Various studies have shown the enhanced biofunctionalities
of Schiff bases as compared to their metal complexes. Depending on
the transition metal ions present in Schiff bases, they exhibit antibacterial,
antifungal, antiviral, antiulcer, and anticancer properties.[15,16] Using ring closure, cycloaddition, and replacement processes, Schiff
bases have been used as synthons in the creation of a variety of commercial
and physiologically active chemicals such as formazans, 4-thiazolidinines,
benzoxazines, and so on.[17,18] The use of Schiff base
derivatives in a variety of processes prompted researchers to create
new Schiff bases for the development of environmentally friendly technologies.[19] Hirshfeld surface analysis[20] is an excellent way to explore the noncovalent interactions
that are the key feature of the crystal packing of molecules in the
solid state. We explore Hirshfeld surface analysis for DC2H and DM4H. Therefore, in continuation of our previous
studies on Schiff bases and their metal complexes,[21−23] this time,
we are reporting a completely experimental and computational study
of two new Schiff bases named as DC2H and DM4H. A triple hybrid technique consisting of experimental, quantum chemical,
and molecular docking methods will be used to investigate the above-synthesized
molecules. The quantum chemical methods provide several fundamental
insights into the structure–property relationship, which are
incomprehensive with simple characterization techniques. Similarly,
an in silico study through molecular docking highlights the potential
of the studied ligands for their possible use as bioactive compounds
against certain diseases, which we will assess for the inhibition
of SARS-Co-V-2 in the current investigation.
Results
and Discussion
The Cambridge Structural Database (CSD) search
confirms that the
crystal structures of the tilted compounds are new. Moreover, a CSD
search is performed to find the crystal structures that are closely
related to our crystal structure. The closely related crystal structures
are compared with the crystal structures of the titled compounds in
terms of molecular configuration and crystal packing. Table provides complete SC-XRD details
of the titled compounds, whereas Table provides a comparison of selected bond lengths and
bond angles of the titled compounds.
Table 1
SC-XRD Experimental Details of DC2H and DM4H
crystal data
DC2H
DM4H
CCDC
2102191
2102192
chemical
formula
C13H9Cl2NO
C15H15NO
Mr
266.11
225.28
crystal system, space group
orthorhombic, P212121
orthorhombic, Pca21
temperature (K)
296
296
a, b, c (Å)
3.8954 (5), 11.0570
(13), 26.799 (4)
10.631 (2), 13.873 (3), 8.6997 (15)
α, β, γ (deg)
90,
90, 90
90, 90, 90
V (Å3)
1154.3 (3)
1283.1
(4)
Z
4
4
density (calculated) g/cm–3
1.531
1.166
F(000)
544
480
radiation type
Mo
Kα
Mo Kα
wavelength
(λ)
0.71073 Å
0.71073 Å
μ (mm–1)
0.542
0.073
crystal size (mm)
0.40 × 0.20 × 0.15
0.42 × 0.24 × 0.22
Data Collection
diffractometer
Bruker APEXII CCD diffractometer
Bruker APEXII CCD
diffractometer
absorption correction
multiscan (SADABS; Bruker, 2007)
multiscan (SADABS;
Bruker, 2007)
no. of measured, independent,
and observed [I > 2σ(I)] reflections
10 413, 2760, and 1827
10 600, 1684, and 938
Rint
0.047
0.053
theta range for data collection (deg)
0.994–27.984
2.414–28.277
index ranges
–4≤ h ≤5, −12≤ k ≤14, and –33 ≤ l ≤35
–13≤ h ≤13, –18≤ k ≤16, and –11 ≤ l ≤11
(sin θ/λ)max (Å–1)
0.660
0.667
Data Refinement
R[F2 > 2σ(F2)], wR(F2), S
0.043, 0.083, 0.97
0.054,
0.136, 1.00
no. of reflections
2760
1684
no. of parameters
155
157
H-atom treatment
H-atom parameters constrained
H atoms treated
by a mixture of independent and constrained
refinement
Δρmax,
Δρmin (e Å–3)
0.19, −0.23
0.19, −0.15
Table 2
Selected Bond Lengths (Å) and
Bond Angles (deg) in DC2H and DM4H
selected bond lengths
in DC2H
selected bond lengths
in DM4H
O1-C1
1.360 (4)
O1-C13
1.352 (4)
N1-C7
1.278 (4)
N1-C1
1.432 (5)
N1-C8
1.409
(4)
N1-C9
1.267 (5)
C6-C7
1.440 (4)
C9-C10
1.453 (5)
Cl1-C10
1.729 (3)
C2-C7
1.513 (6)
Cl2-C11
1.726 (3)
C4-C8
1.514 (6)
SC-XRD Description of the
Crystal Structure
of DC2H and DM4H
In DC2H (Figure a, Table ), o-cresol group
A (C1-C7/O1) and 3,4-dichloroaniline group B (C8-C13/N1/Cl1/Cl2) are
oriented at the dihedral angle of 6.8 (9)° with respect to each
other, which indicates that the whole molecule is almost planar. The
titled compound adopts a phenolic tautomeric form instead of a keto
tautomeric form, as evident from the O1–C1 bond length of 1.360
(4) Å and the N1–C7 bond length of 1.278 (4) Å. Important
bond lengths and bond angles of the titled compounds are given in Table . The molecular configuration
is stabilized by the presence of intramolecular H-bonding of type
O-H···N to form an S (6) H-bonded loop. The molecules
are interlinked by the weak H-bonding of type C-H···Cl
to form an infinite C12 zigzag chain that runs along the c crystallographic
axis (Figure , Table S1). The neighboring chains are interlinked
by a comparatively weak interaction of the off-set π···π
stacking type. Phenyl rings (C1–C6) of symmetry-related molecules
(x + 1, y, z) are
involved in the off-set π···π stacking
interaction with an intercentroid distance of 3.895 Å and a ring
off-set value of 1.610 Å (Figure ). Phenyl rings (C8–C13) of symmetry-related
molecules (x + 1, y, z) are involved in the off-set π···π stacking
interaction with an intercentroid distance of 3.895 Å and a ring
off-set value of 1.805 Å. A Cambridge Structural Database search
provides a lot of crystal structures related to DC2H.
The two most closely related crystal structures are found in the database
with reference codes AWUSIV(24) and BANGOM03,[25] which are
compared with the crystal structure of the titled compound. Both AWUSIV and BANGOM03 have one hydroxyl-substituted
phenyl ring, while another phenyl ring in AWUSIV is trichloro-substituted,
whereas in BANGOM03, another phenyl ring is pentafluoro-substituted.
Like in DC2H, the molecular configuration of AWUSIV and BANGOM03 is also stabilized by intramolecular H-bonding
of type O-H···N. The whole molecule of BANGOM03 is almost planar like the molecule of DC2H, but the
molecule of AWUSIV is not planar as the dihedral angle
between phenyl rings is 24.64 (11)°. The crystal packing of DC2H is different from the crystal packing of AWUSIV and BANGOM03. The crystal packing of DC2H is stabilized by C-H···O and off-set π···π
stacking interactions, whereas the crystal packing of BANGOM03 is stabilized by O-H···O and off-set π···π
stacking interactions. No significant intermolecular H-bonding is
present in the crystal packing of AWUSIV.
Figure 1
ORTEP diagram of (a) DC2H and (b) DM4H. The diagrams are drawn
at a probability level of 50%. H-atoms are
shown by small circles of arbitrary radii.
Figure 2
Packing
diagram of DC2H shows that the molecules form
infinite C14 chains that run along the c crystallographic axis. Only
selected H-atoms are shown for clarity.
Figure 3
Graphical
representation of the off-set π···π
stacking interaction in the crystal packing of DC2H.
H-atoms are not shown for clarity. Distances shown are measured in
Å.
ORTEP diagram of (a) DC2H and (b) DM4H. The diagrams are drawn
at a probability level of 50%. H-atoms are
shown by small circles of arbitrary radii.Packing
diagram of DC2H shows that the molecules form
infinite C14 chains that run along the c crystallographic axis. Only
selected H-atoms are shown for clarity.Graphical
representation of the off-set π···π
stacking interaction in the crystal packing of DC2H.
H-atoms are not shown for clarity. Distances shown are measured in
Å.In DM4H (Figure b, Table ), p-cresol group A (C9-C15/O1)
and 2,4-dimethylaniline group B (C1-C7/N1)
are oriented at a dihedral angle of 72.4 (8)° with respect to
each other. The important bond lengths and bond angles of the titled
compound are given in Table . The molecular configuration is stabilized by the presence
of intramolecular H-bonding of type C-H···N to form
an S (5) H-bonded loop. The molecules are interlinked by a strong
O-H···N bonding to form a C8 zigzag chain that runs
along the crystallographic a-axis, as given in Table S1 and shown in Figure . A comparatively weak H-bonding of type C-H···O
is found in the crystal packing that interlinks the molecules in such
a way that an infinite C5 chain is formed that runs along the c crystallographic
axis, where CH is from the phenyl ring (C10–C15). No other
type of weak intermolecular interaction is found in the crystal packing.
A Cambridge Structural Database search provides two crystal structures
that are most closely related to the crystal structure of the titled
compound that contains one 4-hydroxyl-substituted phenyl ring, while
the substitution on the other phenyl ring is different from the dimethyl-substituted
phenyl ring in DM4H. Reference codes are SECXAB(26) (with one methyl and chloro-substituted
phenyl ring) and TAMYOY(27) (with
one methyl-substituted phenyl ring). DM4H is different
from SECXAB and TAMYOY in terms of stabilization
of the molecular configuration because the molecular configuration
of DM4H is stabilized by intramolecular H-bonding of
type C-H···N, whereas in SECXAB and TAMYOY, no intramolecular H-bonding is present. Like DM4H, the molecules of SECXAB and TAMYOY are nonplanar with the dihedral angles of 39.84 (7)° between
aromatic rings in SECXAB and 77.44(8)° in TAMYOY. Like in DM4H, the molecules of TAMYOY are interlinked by O-H···N and C-H···O
bonding, whereas the molecules of SECXAB are interlinked
by O-H···N and C-H···π interactions.
Figure 4
Packing
diagram of DM4H: a view along the ac crystallographic
plane. Only selected H-atoms are shown for clarity.
Packing
diagram of DM4H: a view along the ac crystallographic
plane. Only selected H-atoms are shown for clarity.Powder XRD patterns (PXRD) of the simulation-based single-crystal
XRD using a cif file were generated to get more details about the
crystallinity of both compounds. This simulated XRD pattern represents
sharp peaks for both DC2H and DM4H compounds
(Figure S1). The results showed that the
obtained compound is highly crystalline. Xpert HighScore Plus software
was used to obtain the simulated pattern. The five most intense peaks
were hkl-indexed on a simulation basis.
Hirshfeld
Surface Analysis
The Hirshfeld
surface (HS) analysis tool is used by crystallographers and crystal
engineers to see strong and weak intermolecular interactions that
also exert influence on the molecular packing in crystals. This analysis
was performed using Crystal Explorer version 21.5.[28] HS was mapped over dnorm (function
of normalized distances), de (distance
from a specific point on the mapped surface to the closest atom outside),
and di (distances from a particular point
on the surface to the nearest atom inside).[29,30] HS dnorm mapping uses blue, white, and
red colors to distinguish between the interatomic contacts that are
longer, at Van der Waals separations, and short interatomic contacts,
respectively.[31,32]Figure a,b represents the HS of DC2H and DM4H mapped with dnorm to view the distinctive red spots, demonstrating specific points
of contact in the crystal (see close contacts in a unit cell Figure S2a,b). The red spots (bright and faint)
can be classified as potential hydrogen bonds. The shape index property
was used to map the HS views of DC2H and DM4H, which represent the red and blue triangular regions shown in Figure c,d, respectively.
Here, bright-red spots indicate the π···π
stacking between the six-membered rings.[33,34] Similarly, HS curvedness mapping also shows the π···π
stacking, which is obvious because of the flat regions around the
carbon rings (Figure S3a,b). Figure e,f shows the electrostatic
potential, while Figure g,h shows the deformation density for DC2H and DM4H, respectively. Deformation of the electron density is
displayed with positive (blue) and negative (red) isosurfaces.
Figure 5
Hirshfeld surface
(HS) of the DC2H mapped with dnorm (a). Hirshfeld surface (HS) of the DM4H mapped with dnorm (b), Hirshfeld
surface of the DC2H and DM4H molecules drawn
with shape index (c, d). Visualization of DM4H and DC2H molecules’ electrostatic potential (e, f). The
deformation density (±0.008 e au–3) plot of DM4H and DC2H molecules (g, h).
Hirshfeld surface
(HS) of the DC2H mapped with dnorm (a). Hirshfeld surface (HS) of the DM4H mapped with dnorm (b), Hirshfeld
surface of the DC2H and DM4H molecules drawn
with shape index (c, d). Visualization of DM4H and DC2H molecules’ electrostatic potential (e, f). The
deformation density (±0.008 e au–3) plot of DM4H and DC2H molecules (g, h).The 2D fingerprint plots are a way to explore the crystal
packing
of the single crystals in terms of interatomic contacts and their
contribution to the crystal packing.[35,36] The important
2D fingerprint plots of DC2H are compared with the 2D
fingerprint plots of a very closely related crystal structure obtained
from the literature with the reference code AWUSIV and
CCDC no. 841140. Similarly, important 2D fingerprint plots of DM4H are compared with the 2D fingerprint plots of a closely
related crystal structure obtained from the literature with the reference
code TAMYOY and CCDC no. 1491358. A comparative study
of the important 2D fingerprint plots is shown in Figure . The central triangular region
of sky-blue color in 2D fingerprint plots for overall interactions
of DC2H (Figure a) and AWUSIV (Figure f) indicates the presence of the π···π
stacking interaction in the crystal packing. The most important interatomic
contact for DC2H is H···H with a percentage
contribution of 28.1% (Figure b), whereas for AWUSIV, the most important interatomic
contact is Cl···H with a percentage contribution of
42.8% (Figure h).
In AWUSIV, the H···H interatomic contact
has a percentage contribution of 16.9% (Figure g). The Cl···H interatomic
contact has a larger contribution in AWUSIV as compared
to in DC2H because the crystal structure of AWUSIV contains a trichloro-substituted phenyl ring, whereas the crystal
structure of DC2H contains a dichloro-substituted phenyl
ring. The 2D fingerprint plots for the overall interactions of DM4H and TAMYOY contain two large spikes. These
spikes show an N···H contact with a percentage contribution
of 4.2% in DM4H (Figures o) and 5.2% in TAMYOY (Figure t). The most important interatomic
contact for DM4H and TAMYOY is H···H
with a percentage contribution of 56% in DM4H (Figures l) and 51.5% in TAMYOY (Figure q). The 2D plots of C···H and O···H
for DM4H and TAMYOY are also compared in Figure with their contribution
to the crystal packing.
Figure 6
(a–e) Important 2D fingerprint plots
of DC2H, (a) overall interactions and (b–e) individual
interatomic
contacts, which are compared with important 2D plots (f–j)
of a crystal structure closely related to the DC2H found
from the literature with the reference code AWUSIV and
CCDC no. 841140. Similarly, Important 2D fingerprint plots (k–o)
of DM4H, (k) overall interactions and (l–o) individual
interatomic contacts, which are compared with important 2D plots (p–t)
of a crystal structure closely related to DM4H found
from the literature with the reference code TAMYOY and
CCDC no. 1491358.
(a–e) Important 2D fingerprint plots
of DC2H, (a) overall interactions and (b–e) individual
interatomic
contacts, which are compared with important 2D plots (f–j)
of a crystal structure closely related to the DC2H found
from the literature with the reference code AWUSIV and
CCDC no. 841140. Similarly, Important 2D fingerprint plots (k–o)
of DM4H, (k) overall interactions and (l–o) individual
interatomic contacts, which are compared with important 2D plots (p–t)
of a crystal structure closely related to DM4H found
from the literature with the reference code TAMYOY and
CCDC no. 1491358.Crystal Explorer 21.5
was used to calculate the interaction energy
between pairs of molecules[37] (Figure S4a,b). The interaction energies were
calculated based on two models: CE-B3LYP/6–31G(d,p) and CE-HF/3–21
G; furthermore, the 6–31 G basis set was used for both compounds.
The total energy E was calculated in kJ/mol. Etot is the individual sum of four factors: electrostatic
(Eele), polarization (Epol), dispersion (Edis), and
exchange repulsion (Erep). All calculations
for the pairs of molecules are provided in Table S2 for DM4H and in Table S3 for DC2H. The total energy stabilizes the crystal packing
with interaction energies of −32.8 kJ/mol (DC2H) and −57.6 kJ/mol (DM4H) for both molecules.
Our analysis for these two molecules shows that they have the following
components: electrostatic (4.5 kJ/mol), polarization (−3.2
kJ/mol), dispersion (−66.3 kJ/mol), and repulsion (+33.1 kJ/mol)
for the DC2H molecule and electrostatic (−69.7
kJ/mol), polarization (−23.7 kJ/mol), dispersion (−34.6
kJ/mol), and repulsion (+74.0 kJ/mol) for the DM4H molecule.
Based on the analysis of interactions in the crystal structure, it
is implied that DM4H can be preferred at a supramolecular
level.The energy frameworks were simulated to give information
about
the contribution of the total energy.[38]Figure S5 shows the energy framework
that gives visual understanding as cylinders joining the molecules
(interaction pairs). Here, we fixed the radius of the cylinder at
100 kJ/mol. The color of the cylinders represents the specific type
of energy, such as red cylinders for Eele (Coulomb’s interaction energy), green cylinders for Edis (dispersion energy), and blue cylinders
for Etot (total energy). This approach
is very useful for crystal engineers to deeply understand the mechanical
behavior of the compounds at a molecular level. The energy frameworks
revealed that the packing topology in terms of electrostatics is predominantly
guided by DM4H and the dispersion energy topology is
supported by π···π stacking.
Computational Results
Computational Methodology
All the
quantum chemical calculations have been performed using the Gaussian
16 suite of programs.[39] The density functional
theory method has been used to optimize the geometries of compounds DC2H and DM4H with the M06/6-31G* method. After
optimizations, frequency calculations have been performed to get the
global minimum structures with all positive frequencies for the compounds DC2H and DM4H. The AutoDock Vina program[40] is used for performing molecular docking studies
with all default parameters. MGL tools[41] and Discovery Studio Visualizer[42] were
used for input file preparation and output result visualization, respectively.
Several attempts were made to get the most suitable docking models
by doing several replicated docking calculations. Further essential
details for protein and ligand preparations and other default parameters
for docking studies can be seen in the Supporting Information of the article and also in our previous studies.[43]
Optimized Molecular Geometries
of DC2H and DM4H
The optimized
geometries of compounds DC2H and DM4H are
given in Figure ,
where their respective experimental values
are given in parenthesis. A careful analysis of Figure shows that calculated and experimental geometries
are in reasonable agreement. For DC2H, the experimental
and calculated C18-N5 bonds are found to be
1.409 and 1.404 Å, respectively. Similarly, the experimental
and calculated C16-N5 bonds are found to be
1.278 and 1.289 Å, respectively, in DC2H. The two
calculated (experimental) halogen carbon bonds, C21-Cl1 and C22-Cl2, are illustrated as 1.729
Å (1.747 Å) and 1.726 (1.746) Å, respectively, in DC2H. For DC2H, the experimental and calculated
C6-O30 bonds are found to be 1.360 Å and
1.339 Å, respectively. A somewhat similar trend can also be seen
among the calculated and experimental bond lengths of compound DM4H where only two heteroatoms, i.e., N and O, are involved
in molecular geometry. For DM4H, its calculated (experimental)
three crucial bonds, C4-N3, N3-C21, and C28-O1 are elucidated as 1.431
Å (1.404 Å), 1.277 Å (1.266 Å), and 1.361 Å
(1.351) Å, respectively. Overall, most of the calculated bond
distances are seen as larger than the experimental bond distances
(values in parenthesis). This trend is justifiable because the current
geometry optimizations were performed, in a vacuum while experimental
crystal structures are in the solid state.
Figure 7
Optimized molecular geometries
of compounds DC2H and DM4H where
values in parenthesis are experimentally taken from crystal data.
Optimized molecular geometries
of compounds DC2H and DM4H where
values in parenthesis are experimentally taken from crystal data.
Frontier Molecular Orbitals
(FMOs) and Molecular
Electrostatic Potentials (MEPs)
The FMOs play a very vital
role in the reactivity and stability of molecular compounds. To comprehend
the insights into the distribution of FMOs, we depict the HOMO and
LUMO of the entitled compounds as shown in Figure a. There is a uniform distribution of electron
density for the respective HOMO and LUMO orbitals over the surface
of both entitled molecules. The dimethyl phenyl group of DM4H shows a slight donor behavior owing to its two methyl groups, where
electron density moved away from the dimethyl phenyl moiety as seen
in the HOMO and LUMO of DM4H. The HOMO–LUMO energy
gaps of DC2H and DM4H compounds are also
shown along with their individual orbital energies. The orbital energy
gap of the DM4H compound is 4.59 eV, which is slightly
larger (0.1 eV) as compared to that of DC2H (4.49 eV).
The slight difference is due to the similar skeleton of both molecules.
Furthermore, the electrostatic molecular potentials are also depicted
to see the distributions of the local potential over the total electron
density surface as color coding (Figure b). The red and blue colors indicate the
negative and positive regions of electron density of the total electron
density surface, respectively. In DC2H and DM4H molecules, the negative potentials are seen around the Cl and OH
groups, making them vulnerable to electrophilic attacks, while positive
regions can be seen as less prominent.
Figure 8
(a) HOMO and LUMO orbitals
for compounds DC2H and DM4H and (b) molecular
electrostatic potentials for compounds DC2H and DM4H, where positive and negative maxima
are represented with blue and red color coding. The isovalues of 3D
density surfaces are ±0.002 a. u.
(a) HOMO and LUMO orbitals
for compounds DC2H and DM4H and (b) molecular
electrostatic potentials for compounds DC2H and DM4H, where positive and negative maxima
are represented with blue and red color coding. The isovalues of 3D
density surfaces are ±0.002 a. u.
Molecular Docking Analysis
Computational
chemistry has emerged significantly as a tool of
trust with recent progress in algorithm developments. Molecular docking,
a subfield of computational chemistry and bioscience, is providing
several quick insights into the modern drug designing process. The
cornerstone of molecular docking is based on the fact that most biological
functions are controlled by specific proteins, and if a molecule shows
the potential to interact with such specific proteins, it may also
have the potential to inhibit the function of such proteins. Recently,
several cutting-edge research reports from nature and science journals
have also employed molecular docking methods to get insights into
their research results.[44,45] Along these lines,
two very crucial proteins, Mpro and NSP9 of SARS-CoV-2,
are selected to study their interactions with indigenously synthesized
ligands. Phenols constitute the largest class of bioactive compounds
on the earth, which are usually formed through the secondary metabolites
of plants. The antioxidant and anti-inflammatory properties of phenols
are well-reported. Recent studies have highlighted their potential
for possible antiviral potential as demonstrated by their efficacy
against several pathogens, including influenza virus, enterovirus,
and a class of coronaviruses.[46] As the
COVID-19 disease (caused by SARS-CoV-2) has divested the world health
sector and created a pandemic, it is very imperative to turn every
stone to find a potential therapeutic drug candidate. Along the abovementioned
lines, using molecular docking techniques, the current study also
explores a few promising pieces of evidence for the antiviral potential
of the above-entitled compounds.
Calculation of Binding
Energy
The
binding energy of docked ligands and protein molecules is a combination
of many kinds of interaction energies, which are calculated during
the docking of the ligand with a protein. Binding
energy plays a crucial role in establishing the
stability of a ligand–protein complex. More negative binding
energy reflects a more stable protein–ligand complex. Table discloses the binding
energy and inhibition constant values for both proteins (Mpro and NSP9). The binding energy values of DC2H and DM4H with Mpro are −6.3 and −6.6
kcal/mol, respectively (see Table ). The inhibition constant values of these two compounds
with Mpro and NSP9 are 23.18 and 13.94 μmol, respectively. DC2H and DM4H have similar binding energies and
inhibition constant values with the NSP9 protein, which are −6.5
kcal/mol and 16.52 μmol, respectively (see Table ). The negative binding energies
indicate the favorable interactions of the synthesized compounds with
Mpro and NSP9 proteins of SARS-CoV-2. Recently, Burkhanova
et al. studied aniline dyes through molecular docking, which showed
binding affinity towards Mpro with a binding energy value
of about −7.6 kcal/mol.[47] A more
relevant molecular docking study was about hydroxystilbamidine as
Mpro inhibitors, where the imine group in the compound
forms hydrogen bonds with aspartic acid moieties of Mpro as our current DC2H compound with histidine.[48] Furthermore, a semiquantitative comparison of
binding energies of DC2H and DM4H, so-called
standard drug molecules, shows that the binding energy with Mpro is better than the previously calculated value of chloroquine
(−5.20 kcal/mol) and hydroxyl chloroquine (−5.60 kcal/mol)
and comparable to that of Remdesivir (−7.00 kcal/mol),[49] which is a recently used drug against SARS-CoV-2.
Table 3
Binding Energy (Kcal/mol) and Inhibition
Constant (Ki, μmol) of Docked Compounds DC2H and DM4H with Mpro and NSP9 Proteins
ligands
targeted protein
binding affinity
inhibition constant
DC2H
Mpro
–6.3
23.18
DM4H
–6.6
13.94
DC2H
NSP9
–6.5
16.52
DM4H
–6.5
16.52
Details of Intermolecular
Interactions
The Mpro and NSP9 proteins show various
intermolecular
interactions, including H-bonds and hydrophobic and electrostatic
interactions. All these interactions with amino acid residues and
their bond lengths are given in Table and Figure . Figure shows
3D orientations, while an overview of 2D interactions is provided
in Figure S6 of the Supporting Information
for ligand–protein interactions where both types of visualizations
are commonly used in molecular docking studies. DC2H exhibited
two conventional H-bond interactions with His41 (2.41 Å) and
Gln189 (2.22 Å) amino acid residues of Mpro. It also
shows two electrostatic interactions with His41 (2.90 Å) and
Cys145 (4.99 Å) amino acid residues. DC2H exhibits
three hydrophobic interactions, which are alkyl, π-alkyl, and
π···π stacking interactions with Met49
(5.12 Å), Met165 (4.82 Å), and His41 (4.83 Å) amino
acid residues, respectively. In interactions of DC2H with
Mpro, the amino acid residue His41 has an active role as
it revealed all H-bonds and hydrophobic and electrostatic interactions. DC2H with NSP9 showed two types of interactions: conventional
H-bonding and hydrophobic interactions. The conventional H-bonding
interactions are with Gly38 (2.36 Å) and Gly39 (2.54 Å)
amino acid residues. The hydrophobic interactions are with Phe41 (4.06
Å), Phe57 (4.20 Å, 5.18 Å), Ile92 (4.34 Å), Ile66
(4.21 Å), and Val42 (3.90 Å, 3.70 Å, and 5.43 Å). Figure shows the 3D interactions
of DC2H with Mpro and NSP9 proteins. DM4H also revealed various interactions with Mpro and NSP proteins. With Mpro, it showed one conventional
H-bond and two electrostatic and four hydrophobic interactions. The
conventional H-bond interactions are with Phe140 (2.53 Å), electrostatic
interactions are with Cys145 (5.60 Å) and Met165 (5.68 Å),
hydrophobic interactions are with His41 (3.97 Å and 4.35 Å)
and Met49 (3.96 Å and 4.71 Å). It showed seven hydrophobic
and two conventional H-bond interactions with the NSP9 protein. The
conventional H-bond interactions are with Pro58 (2.72 Å) and
Arg40 (2.66 Å) amino acid residues. The hydrophobic interactions
are with Phe41 (4.98 Å, and 5.29 Å), Val42 (5.20 Å),
Ile92 (4.87 Å, and 5.33 Å), Phe57 (4.31 Å), and Ile66
(5.25 Å) amino acid residues.
Table 4
All Interactions,
along with Associated
Residues and Respective Bond Lengths, between Receptor Mpro and Spike Proteins of SARS-CoV-2 and Compounds DC2H and DM4H with the Highest Binding Energies
interactions
with associated residues and bond length
ligands
hydrogen bond
hydrophobic
interactions
electrostatic and others
DC2H-Mpro
(1) His41 (2.41)
(1) Met49 (5.12)
(1) Cys145 (4.99)
(2) Gln189 (2.22)
(2) Met165 (4.82)
(2) His41 (2.90)
(3)
His41 (4.83)
DC2H-NSP9
(1) Gly38 (2.36)
(1) Phe41 (4.06)
(2) Gly39
(2.54)
(2) Ile92 (4.34)
(3)
Phe57 (4.20)
(4) Phe57 (5.18)
(5) Ile66 (4.21)
(6) Val42 (3.90)
(7) Val42 (3.70)
(8) Val42
(5.43)
DM4H-Mpro
(1) Phe140 (2.53)
(1) His41 (3.97)
(1) Cys145 (5.60)
(2) His41 (4.35)
(2) Met165
(5.68)
(3) Met49 (3.96)
(4) Met49 (4.71)
DM4H-NSP9
(1) Pro58 (2.72)
(1)
Phe41 (4.98)
(2) Arg40 (2.66)
(2) Phe41 (5.29)
(3) Val42 (5.20)
(4) Ile92
(4.87)
(5) Ile92 (5.33)
(6) Phe57 (4.31)
(7) Ile66 (5.25)
Figure 9
3D interactions of DC2H and DM4H with
amino acid residues of Mpro (pink) and Nsp9 (blue) proteins;
(a and b) 3D interactions of DC2H and DM4H with the Mpro protein, respectively; and (c and d) 3D
interactions of DC2H and DM4H with the Nsp9
protein, respectively.
3D interactions of DC2H and DM4H with
amino acid residues of Mpro (pink) and Nsp9 (blue) proteins;
(a and b) 3D interactions of DC2H and DM4H with the Mpro protein, respectively; and (c and d) 3D
interactions of DC2H and DM4H with the Nsp9
protein, respectively.Interestingly, as all
the interactions between ligands and proteins
can be broadly divided as polar and nonpolar, we have presented the
density surface representations of polar and nonpolar interacting
residues of the binding pockets as shown in Figure S7. The interactions of DC2H and DM4H with the Mpro protein are represented in Figure S7a,b, respectively, where the total density
surface of the protein is illustrated in cyan, polar areas are symbolized
in magenta, and nonpolar areas are illustrated in yellow. The Nsp9
interactions with DC2H and DM4H are illustrated
in Figure S7c,d, where the total density
surface of the protein is shown in a warm-pink color, the polar area
is denoted in green, and the nonpolar area are shown in yellow. An
overview of polar and nonpolar surfaces signifies their respective
contributions to assessing the nature of interactions in a semiquantitative
way.
Conculsions and Perspectives
Two crystalline
imine compounds, DC2H and DM4H, are synthesized
efficiently, and their crystal structures are confirmed
using the single-crystal X-ray diffraction technique. The crystal
structures of these compounds are fully explored in terms of molecular
configuration, intramolecular H-bonding, and intermolecular H-bonding.
Moreover, a Cambridge Structural Database (CSD) search is carried
out to find closely related crystal structures, and then, these crystal
structures are compared with those of DC2H and DM4H. Intermolecular interactions that are the main aspect
of the crystal packing of both compounds are further explored by Hirshfeld
surface analysis. The quantum chemical and molecular docking calculations
were performed to study the optoelectronic and antiviral potential
of the synthesized compounds. The possible inhibition properties against
two very crucial proteins (Mpro and NSP9) of SARS-CoV-2
were studied through molecular docking. The calculated binding energies
of DC2H and DM4H with Mpro are
found to be -6.3 and -6.6 kcal/mol, respectively, where negative energies
indicate the favorable interactions of the synthesized compounds with
the above-studied proteins of SARS-CoV-2. Thus, we have successfully
not only synthesized these compounds but also investigated their potential
functional properties.
Experimental Section
Material and Methods
The different
solvents and precursors employed in the present experimental work
were highly pure and purchased from Acros Organics, Alfa Aesar, and
Sigma-Aldrich/Merck and were used as received.
Synthesis
of Schiff Bases DC2H and DM4H
The
precursors, 2,4-dimethylaniline
or 3,4-dichloroaniline (5 mmol), were dissolved in 25 mL of ethanol,
to which an ethanolic solution (25 mL) of equimolar quantities (5
mmol) of 2-hydroxybenzaldehyde or 4-hydroxybenzaldehyde was added
dropwise. The reactants were refluxed for 2 h, and then, the clear
solution was left for crystallization until the light-yellow needle-shaped
crystals of DC2H and colorless rod-like crystals of DM4H were grown at the bottom and along the sidewall of the
container. The crystals were separated by decantation and then dried
gently under the folds of filter paper (Scheme ).
Scheme 1
Synthesis of Schiff bases DC2H and DM4H
X-ray Data Collection and Refinement Details
We collected the X-ray data of DC2H and DM4H on a Bruker Kappa Apex-II CCD diffractometer. The diffractometer
contains an X-ray tube to generate monochromatic rays (λ = 0.71073
Å). Bruker APEX-II,[50] SHELXS-97,[51] and SHELXL 2018/3[52] are employed for data collection, structure solution, and refinement,
respectively. Refinement of all nonhydrogen atoms is performed using
ADP (anisotropic displacement parameters), while the refinement of
H-atoms is performed using isotropic displacement parameters and using
the riding model. The H-atoms are inspected by the keen observation
of residual peaks using refinement of data. Mercury 4.0[53] and Platon[54] software
tools are employed for the sake of graphics related to XRD.
Authors: Giuseppe Annunziata; Marco Sanduzzi Zamparelli; Ciro Santoro; Roberto Ciampaglia; Mariano Stornaiuolo; Gian Carlo Tenore; Alessandro Sanduzzi; Ettore Novellino Journal: Front Med (Lausanne) Date: 2020-05-15
Authors: Maimoona Zia; Shabbir Muhammad; Shamsa Bibi; Sumra Wajid Abbasi; Abdullah G Al-Sehemi; Aijaz Rasool Chaudhary; Fu Quan Bai Journal: Bioorg Med Chem Lett Date: 2021-05-01 Impact factor: 2.823