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1Department of Applied Sciences, University of Technology-Iraq, Baghdad, Iraq. 2College of Science, Mustansiriyah
University, Baghdad, Iraq. 3Department of Laser and Optoelectronics Engineering, University of Technology-Iraq,
Baghdad, Iraq. 4Centre for Herbal Pharmacology and Environmental Sustainability, Chettinad Hospital and Research
Institute, Chettinad Academy of Research and Education, Kelambakkam, Tamil Nadu 603103, India. 5Department
of Animal Production, College of Food and Agriculture Sciences, King Saud University, 11451 Riyadh, Saudi Arabia.
email: 100131@uotechnology.edu.iq; aswelum@ksu.edu.sa
A molecule containing beta-amino ketones, referred to as a Mannich base, is the ultimate result of the Mannich
reaction1. In a Mannich reaction, a nucleophilic addition process, a molecule containing one or more active
hydrogens is condensed with a primary or secondary amine, formaldehyde (or any other aldehyde), and another
chemical containing one or more active hydrogens2. Scheme 1 shows the schematic diagram of the public
Mannich reaction. Moreover, Mannich rules are significant bio-active leads, and neither are pharmacophores
utilized in synthesizing the number of likely rise-value drugs that consist of aminoalkyl chains. The number
of drugs, inclusive cocaine, trihexyphenidyl, biperiden, fluoxetine, ethacrynic acid, atropine, procyclidine,
ranitidine, and others, are clinically efficacious Mannich rule that involves aminoalkyl chains3. The importance
of Mannich bases in expanding artificial drug chemistry is widely acknowledged. Literature research shows
that the Mannich rule is much more reactive and readily converted via other molecules. Like, they can be less
able to output physiologically active amino alcohols4. Manichean rule is well recognized for its potent anti-
inflammatory5, anticancer6, Antiparastic agent7, antibacterial8, antifungal9, anticonvulsant10, anthelmintic11,
antitubercular12, analgesic13, anti-HIV14, antimicrobial15, antipsychotic16, antiviral17, and other properties.
Mannich rule is well-known for its utilization in superficies-active agents, resins, polymers, detergent additives,
and other applications to supplement their biological activity18,19.
The ongoing quest for novel pharmaceutical agents is critical in addressing the rising prevalence of drug-
resistant pathogens and the need for effective anticancer therapies. The synthesis of new chemical compounds,
particularly through innovative methodologies like the Mannich reaction, is pivotal in the development of
bioactive molecules. The Mannich reaction facilitates the formation of Mannich bases, which are key intermediates
in synthetic organic chemistry, allowing for the introduction of nitrogen-containing functionalities into diverse
molecular frameworks. This transformation has significant implications in drug design, as these compounds
often exhibit enhanced biological activities, including antibacterial and anticancer effects20.
Recent studies have underscored the importance of synthetic chemistry in drug discovery, highlighting the
versatility of Mannich bases in generating pharmacologically relevant scaffolds. For instance, the work by Pu et
al. has demonstrated the application of the Mannich reaction in modifying natural products to improve their
therapeutic profiles1. Similarly, Joshi et al. have emphasized the utility of Mannich bases in developing new
antitubercular agents, showcasing their potential across various therapeutic areas2.
To get around the constraint, prodrugs of Mannich rules via other active molecules have been formed.
Mannich rules of 2-naphthol, optically pure chiral, catalyze the enantioselective synthesis of carbon-carbon
bonds (ligand accelerated and metal-assisted). Mannich rules and their derivatives are the starting point via a
synthesis of bioactive chemicals18. Compounds containing nitrogen are commonly synthesized by the Mannich
reaction21. Because of their application in antibacterial activities, mannich bases have gained importance. Other
appplications, such plant growth regulators, also included1.
In parallel, the integration of computational methods enhances the efficiency of drug discovery by enabling the
prediction of molecular interactions and optimizing lead compounds. Molecular docking studies have become a
cornerstone in the early stages of drug development, facilitating the identification of promising candidates with
desirable binding affinities to target proteins. The recent advancements in computational tools, as detailed by
Bajaj et al.22., illustrate how in silico approaches can streamline the identification of bioactive compounds and
their mechanisms of action23. Computational studies not only aid in understanding the pharmacokinetics and
toxicity profiles of new compounds but also significantly reduce the time and resources required for experimental
validation. In this context, our study investigates the synthesis of a novel compound, 3-((diisopropylamino)
methyl)-5-(4-((4-(dimethylamino)benzylidene)imino)phenyl)-1,3,4-oxadiazole-2(3 H)-thione (DMDBIPOT),
through the Mannich reaction. We aim to evaluate its antibacterial and anticancer properties, supported by
comprehensive characterization techniques and molecular docking studies. This research not only contributes
to the expanding field of synthetic chemistry but also aligns with the current paradigms in computational drug
discovery, offering insights into the potential clinical applications of DMDBIPOT.
explain the composition of the produced compounds. Fetal bovine serum (Thermo Fisher Scientific/Waltham-
USA), MTT 3-(4,5-Dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide (Sigma-Aldrich/St. Louis-USA).
RPMI, Roswell Park Memorial Institute Medium (Thermo Fisher Scientific/Waltham-USA).
FTIR spectroscopy
FTIR spectroscopy was performed to identify functional groups present in componds 1,2, and 3 (DMDBIPOT).
The analysis used a Thermo Scientific Nicolet iS50 FTIR spectrometer (Thermo Fisher Scientific, Waltham, MA,
USA). The sample was prepared as a potassium bromide (KBr) pellet and scanned over the 4000–400 cm− 1
range. Characteristic absorption bands were observed and correlated with specific functional groups within the
compound.
1H NMR spectroscopy
1H NMR spectroscopy was utilized to elucidate the hydrogen environment in DMDBIPOT. The spectra were
recorded on a Bruker Avance III 400 MHz NMR spectrometer (Bruker Corporation, Billerica, MA, USA) using
deuterated dimethyl sulfoxide (DMSO-d6) as the solvent. Chemical shifts were referenced to the solvent peak
at 2.50 ppm. The spectrum displayed distinct signals corresponding to the various protons in the compound,
allowing for the determination of its structural features.
13C NMR spectroscopy
13C NMR spectroscopy was conducted to provide information about the carbon skeleton of DMDBIPOT. The
analysis was performed on the same Bruker Avance III 400 MHz NMR spectrometer, using DMSO-d6 as the
solvent. The 13C NMR spectrum was recorded with complete decoupling, and chemical shifts were referenced
to the DMSO peak at 39.5 ppm. The resulting spectrum revealed the presence of various carbon environments,
which were essential for confirming the structure of DMDBIPOT.
ODA − − ODB
Antioxidant activity % = × 100%(1)
ODA
MIC analysis
The aim of this experment is to determine the Minimum Inhibitory Concentration (MIC) of DMDBIPOT and
Amikacin (is an aminoglycoside that is used to treat infections brought on by certain Gram-positive and Gram-
negative bacteria that have developed resistant), which indicates the lowest concentration of each compound
that inhibits the growth of Klebsiella pneumoniae. This assay done using microdilution plates.The turbidity of
each well is measured to determine the MIC24,25.
Antibacterial assay
Well diffusion agar method is used to investigate the role of DMDBIPOT at different concentration (20, 40, 60,
and 80) µg mL− 1 concentrations1,22 alone, and with Amikacin were as antibacterial agent. Muller Hinton agar is
inoculated with bacteria, 75 µL of DMDBIPOT and Amikacin were added to the wells. After 24 h incubation at
37 °C. The inhbition zone was observed26.
Fluorescence microscopy
K. pneumoniae was cultured for 24 h in a 4-well chamber slide and treated with 250 µg mL− 1 of DMDBIPOT.
Next, the specimens were washed out and steady for 20 min at 37 °C utilizing 2% PFA. Triton X-100 at a
concentration of 0.1% was utilized to permeabilize the specimens for 20 min at room temperature. Sytox green
nucleic acid stain (SYTO® 9) was applied to the specimens and left for 30 min. A fluorescent microscope was
utilized to evaluate the live and die bacterial strains27.
and they were then brood for 15 min at 37 °C while being shaken32,33. A microplate reader was used to mensurate
the triplicate absorbency at 492 nm. The cell viability rate was computed using the following formula34,35.
ODA − −ODB
Cell viabilitiy% = × 100%(2)
ODA
Statistical analysis
GraphPad Prism 6 was used to perform a statistical analysis of the obtained data, which included an unpaired
t-test. The results were presented as the mean ± SD of three measurements38. The two-tailed Student’s t-test was
utilized so that the significance of the differences could be evaluated. When p < 0.05, statistical significance was
recorded. IC50 can be determined with functional assays or with competition binding assays. Sometimes, IC50
values are converted to the pIC50 scale. Pic50= − log10(IC50).
The 1H NMR (δ ppm) spectrum of a compound(2) δ = 9.66 ppm (s, 1H, NH), in the oxadiazole ring, δ = 8.5
ppm (s,1H, –CH=N) belongs to a proton azomethine, δ = 6.64–8.57 ppm (m, 8 H, Ar) returns to the protons of
the ring Aromaticity, δ = 2.5–3.3 ppm (s,6 H, CH3NCH3) it corresponds to protons of the dimethyl amino40. The
spectrum 13C NMR to compound (2)41, Supplementary Figs. 7, and 8 show the 1H NMR spectrum of compound
2, and Supplementary Figs. 9, 10 show the 13C NMR spectrum of compound 2.
Isolates of K. pneumoniae
K. pneumoniae typically forms mucoid, pink colonies on MacConkey agar. Indole negative, positive lactose
fermentation, urease positive, gram negative, rod shape. When using the Vitek 2 system, identify that K.
pneumoniae 35 isolates. K. pneumoniae was found in urine specimens in 19 (54.29%) of the situations and
urinary catheter samples in 16 (45.71%).
Antibacterial activity
Using the well prevalence method, DMDBIPOT was checked for anti-bacterial activity against K. pneumoniae
bacteria as in Fig. 1. The results showed that the inhibition zone increased with increasing concentration. The
study measured the inhibitory zones at various concentrations of DMDBIPOT (20, 40, 60, and 80 µg mL− 1). The
results indicated a positive correlation between the concentration of DMDBIPOT and the size of the inhibition
zone, suggesting that higher concentrations lead to greater antibacterial effects. The measured inhibition
zones were 80 µg mL− 1 at 16.76 ± 0.01 mm (highest activity), 60 µg mL− 1 at 15.63 ± 1.01 mm, 40 µg mL− 1 at
13.46 ± 0.07 mm, 20 µg mL− 1 at 12.83 ± 1.07 mm. The results show that DMDBIPOT has significantly higher
antibacterial activity than control (D.W.), with a statistical significance of P < 0.001, indicating that the observed
effects were statistically meaningful. Strong functional groups in DMDBIPOT, such as NH2, NH, aromatic CH,
C=N, C=C, and C=S, suggest potential mechanisms for its antibacterial activity. The data demonstrates that
DMDBIPOT effectively inhibits K. pneumoniae growth, particularly at higher concentrations, suggesting its
potential as a therapeutic agent. In a study of45, they used the molecular hybridization approach, a total of 20
1,2,4-triazole Mannich base derivatives bearing with 6-fluoroquinazolinylpiperidinyl were created, synthesized,
and then investigated as antibacterial agents against fungi and phytopathogenic bacteria that cause. The
antibacterial activity of DMDBIPOT can be attributed to its ability to disrupt bacterial cell membrane integrity
and inhibit biofilm formation. suggesting that DMDBIPOT may also exert antibacterial effects through oxidative
stress induction, as supported by literature documenting the role of oxidative stress in bacterial cell death46.
Notably, single-crystal X-ray diffraction research provided unambiguous confirmation of target compound
4 h’s structure. Certain substances shown remarkable antibacterial efficacies in vitro against Xanthomonas
oryzae pv. oryzae (Xoo), according to turbidimetric experiments. While, in47, Using the Mannich reaction, the
novel dimethylisothiazolopyridines were created. The isothiazolopyridines’ structures were ascertained using
the utilization of spectrum data analysis, including 1 H NMR and IR. It was done to screen novel chemicals
for microorganisms using antibiotics. The novel compound were teated against pathogenic bacterial S. aureus
ATCC 43300, E. coli ATCC 25922, K. pneumoniae ATCC 700603, P. aeruginosa ATCC 27853, and A. baumannii
ATCC 19606. Two substances displayed antibacterial activity in the primary screen (minimum inhibitory
concentration (MIC) ≤ 32 µg/mL).
Fig. 1. Antibacterial activity of DMDBIPOT against K. pneumoniae at different concentrations (20, 40, 60,
and 80 µg mL− 1), and C = Negative control (D.W). ***p ≤ 0.001, **** p ≤ 0.0001. Asterisks specify between the
control untreated group and DMDBIPOT treated groups.
efficacy suggests that DMDBIPOT may possess unique mechanisms of action that warrant further investigation.
Furthermore, the combination of DMDBIPOT and Amikacin demonstrated significantly greater activity
than Amikacin alone (P < 0.0001). This approach will help clarify the potential for combination therapies in
clinical applications. The synergistic effect of DMDBIPOT and Amikacin likely arises from a combination of
mechanisms: enhanced membrane permeability, target site modification, inhibition of resistance mechanisms,
Fig. 2. Synergistic effect against K. pneumoniae. A = Negative control (D.W), B = DMDBIPOT alone,
C = Amikacin alone, and D = DMDBIPOT + Amikacin. **p ≤ 0.01, *** p ≤ 0.001, **** p ≤ 0.0001. Asterisks
specify between the control untreated group and DMDBIPOT treated groups.
combined action on metabolic pathways, biofilm disruption, and reactive oxygen species (ROS) production that
enhance the antibacterial activity of both agents. Understanding these interactions can inform future therapeutic
strategies and optimize combination therapies against resistant bacterial strains. A number of new 5-substituted-
1,3,4-oxadiazole Mannich bases and bis-Mannich bases have been synthesized. The elementsal analysis, (1)H
NMR, (13)C NMR, and IR were used to characterize their structures. Some of the compounds demonstrated
significant herbicidal activities against Brassica campestris and excellent in vitro inhibitory activities against
rice ketol-acid reductoisomerase (KARI), according to the preliminary results of the bioassay. The compounds
also showed promising in vitro fungicidal activities towards several test plant fungi. Out of the fourteen unique
compounds, compounds 8c, 8d, and 8 m exhibited strong inhibitory effects on KARI, with Ki values of 0.96 ± 0.42,
3.86 ± 0.49, and 3.10 ± 0.71) µmol/L, respectively, and comparable to IpOHA48.
This study used a fluorescent microscope with acridine orange—ethidium bromide (AO/EtBr) staining to
determine the viability of K. pneumoniae after treatment with DMDBPOT as indicated in Fig. 3. Only damaged
cell membranes allow EtBr contents to permeate and react with nucleic acid in the cell. As a score, viable bacteria
are green, whereas dead cells are red49.
Fig. 3. Green and red fluorescence stained K. pneumoniae fluorescence microscopic images (A) Untreated
bacterial strain as a control and (B) treated with DMDBIPOT. Magnification power ×40.
Fig. 4. DMDBIPOT reduces biofilm formation in K. pnemoniae. Images represented fluorescence microscopy
imaging. The scale bars 10 μm. (A) Control untreated K. pneumoniae and (B) K. pneumoniae treated with
DMDBIPOT.
Fig. 5. Antibiofilm activity in Foley catheter through under roughness visualized by AFM assay. (A) Control-
ve (Foley catheter only), (B) control + ve (K. pneumoniae only), (C) amikacin biotic, and (D) DMDBIPOT.
action. DMDBIPOT was effective against K. pneumoniae, indicating that it might be used as a preventive and
therapeutic agent against K. pneumoniae in urinary tract infections.
Antioxidant activity
Figure 6 showed antioxidant activity of DMDBIPOT using DPPH radical scavenging assay, which were positively
correlated with increasing concentrations (20, 40, 60, and 80 µg/mL). Each concentration of DMDBIPOT
demonstrated significant DPPH radical scavenging ability, surpassing the effects of ascorbic acid. The results
indicated that DMDBIPOT’s antioxidant activity increased in the following order: at concentrations of 80, 60,
40, and 20 µg/mL, the scavenging activities were approximately 80.89 ± 0.017%, 71.93 ± 1.040%, 61.04 ± 0.045%,
and 51.07 ± 0.5457%, respectively as indicated in Fig. 6 (Upper panel). Additionally, a clear relationship
was observed among the total aliphatic CH concentration, total C=N and C=C, and C–N content with the
DPPH radical scavenging activity across all DMDBIPOT concentrations. The high content of components in
DMDBIPOT, as identified by FTIR (notably the H stretching of CH aliphatic and the presence of C=N, C=C,
and C–N), suggests its potential antioxidant properties. DMDBIPOT IC50, is 20.84 ± 0.96 µg/mL, an ascorbic
acid IC50, was 18.82 ± 0.92 µg/mL as indicated in Fig. 6 (Lower panel). By reacting 4-hydroxycarbazole with
aromatic aldehydes and cyclic amines under mild reaction conditions, a new class of carbazole Mannich bases
was created. Additionally, the in vitro antiproliferative efficacy of each synthesized Mannich base was examined
against the Hela, MDA-MB-231, and HepG2 cancer cell lines. The outcomes demonstrated that these substances
exhibited specific cytotoxicity towards Hela cells. The 2,2-diphenyl-1-picrylhydrazyl radical was also evaluated
for the ability of the produced carbazole Mannich bases as antioxidant. The results indicated that the majority
of the compounds demonstrated excellent antioxidant activity. A study on the in silico molecular docking of
synthesized carbazole Mannich bases against the tubulin polymer’s colchicine binding site was conducted51.
Three-component diethanolammonium-catalyzed Mannich reaction of acetophenone or 4-iodoacetophenone
with various substituted anilines and benzaldehyde chloroacetate, were produced. Mannich bases (MBs)
were acquired in good condition, five of which are new. In vivo Evaluation was done on the synthesized MBs’
antioxidative capability. Using density and 2,2-diphenyl-1-picryl-hydrazyl radical thermodynamic analysis
using functional theory (DFT). It was displayed have a moderate antioxidant activity52.
Fig. 6. Antioxidant activity of DMDBIPOT by DPPH assay. *p ≤ 0.05, ** p ≤ 0.01, *** p ≤ 0.001, ****p ≤ 0.0001.
IC50 of DMDBIPOT is 17.86 µg/mL. While for Ascorbic acid is 13.64 µg/mL. Asterisks specify between the
control untreated group and DMDBIPOT treated groups.
Fig. 7. Cytotoxic effect of DMDBIPOT in PC3-cells (upper panel), and HK-2 cells (lower panel).
3–11 having 3,4–dimethoxy or 3,4–methylenedioxy groups in the C-2 benzylidene subunit generally exhibited
higher levels of activity compared to aurones without alkoxy groups in the C-2 benzylidene subunit (i.e., 2e > 2a;
and 3e > 3a). The PC-3 cell was found to be more responsive to the diacetoxy-substituted aurones 12 than to
the comparable Mannich bases 3–11 (i.e., 12c > 10–11c, > 5c; and 12d > 8d > 5d). In terms of anticancer activity,
DMDBIPOT displayed significant cytotoxic effects on the PC-3 prostate cancer cell line, with an IC₅₀ value of
12.5 µg/mL. This effectiveness is comparable to that reported for other 1,3,4-oxadiazole derivatives, such as those
synthesized by Bajaj et al. (2018), which showed IC₅₀ values ranging from 10 to 15 µg/mL against various cancer
Fig. 8. Morphlogical changes in PC-3 cells after treated with DMDBIPOT. Control untreated PC-3 cells (left
panel). DMDBIPOT treated PC-3 cells (left panel) Magnification power ×40.
cell lines (18). Notably, the structural modifications in DMDBIPOT may enhance its interaction with cellular
targets, leading to improved potency.
For anticancer mechanisms, DMDBIPOT appears to induce apoptosis in PC-3 cells, as evidenced by
morphological changes and significant increases in reactive oxygen species (ROS) production. This aligns with
findings by Fawzy et al.55, which demonstrated that ROS generation is a critical pathway in the apoptosis of
cancer cells induced by other Mannich bases56. The observed downregulation of anti-apoptotic proteins and
upregulation of pro-apoptotic factors further highlights the potential of DMDBIPOT in cancer therapy.
Fig. 9. DMDBIPOT induce apoptosis in PC-3 cells. (A) represented control untreated cells and (B)
represented DMDBIPOT treated PC-3 cells. Scale bare 10 μm.
interactions was characterized by multiple binding interactions, including hydrogen bonds and hydrophobic
interactions. For instance, in the docking with GlcN-6-P synthase, DMDBIPOT formed hydrogen bonds with
residues CYS300 and LYS487, while also engaging in van der Waals interactions with nearby residues. This
specificity is crucial for its antibacterial activity, as it may prevent the enzyme from facilitating bacterial cell
wall synthesis. Similarly, the docking results with tubulin showed that DMDBIPOT interacts favorably with the
colchicine binding site, which is known to disrupt microtubule polymerization, thereby inhibiting mitosis59–61.
Fig. 10. (A) Binding of compound DMDBIPOT inside the GlcN-6-P synthase and (B) Two dimensional
interactions between DMDBIPOT and the active site. (C) The active site of the enzyme GlcN-6-P synthase
showing the interactions between the natural ligand glucosamine-6-phosphate and amino acids. (Obtained
from Proteins Plus, a pose view website, at https://proteins.plus/(accessed on February 2, 2024).
The structural insights gained from these docking studies provide a comprehensive understanding of the
molecular basis for the biological activities observed, affirming DMDBIPOT’s potential as a lead compound in
drug development.
Conclusion
A novel DMDBIPOT is a structurally diverse family of chemical compounds created using the Mannich
process to add an aminomethyl function to multiple substrates. The synthetized DMDBIPOT had a specific
microstructure, as FTIR analysis, 1H NMR, and 13C NMR spectra demonstrated. Due to increased resistance
phenotype and significant biofilm formation, the researchers made the quest for an alternative to conventional
Fig. 11. (A) Binding of compound DMDBIPOT inside the Tubulin. (B) Two dimensional interactions between
DMDBIPOT and the active site. (C) Tubulin (receptor) in complex with the drug (colchicine). (Obtained from
Proteins Plus, a pose view website, at https://proteins.plus/ (accessed on February 2, 2024).
antibiotics. A novel DMDBIPOT could be developed and tested against multidrug biofilm former K. pneumoniae
to see if it has antibacterial and antibiofilm properties. DMDBIPOT has significantly higher anti-K. pneumoniae
biofilm activity than amikacin and has cytotoxic effects on the prostate cancer cell line. It also has anticancer and
antioxidant properties. It appears that DMDBIPOT has the potential to be developed as a novel agent for treating
bacterial infections and prostate cancer cells. DMDBIPOT demonstrates significant antibacterial and anticancer
properties, supported by molecular docking studies that elucidate its interaction mechanisms. The comparative
analyses with previously reported compounds underscore its potential as a therapeutic agent, warranting further
investigation in vivo and in clinical settings. Finally, the results were visualized and analyzed using Discovery
Studio 2021. The validity of docking protocols was confirmed via redocking of crystalized substrate or inhibitor
within the target binding pocket.
Data availability
Data is provided within the manuscript or supplementary information files. Crystallographic data for the struc-
tures reported in this article have been collected form Molecular docking program (https://www.ch emcomp.c
om/en/Produc ts.htm) . The protein structure used in the present study, obtained from the PDB (Protein Data
Bank), is available at https://www.rcsb.org/structure/7ZWA. The (https://gaussian.com/) structures of compoun
ds were drawn using Chem Office (15.0) (https://perkinelmer -chemoffi ceprofessional.soft ware.inf ormer.co
m/1
5.0/# google_vignette).” Teritary structure of the protein has been collected form PDB (GlcN-6-P synthase (PDB:
1MOQ) https://www.rcsb.org/structure/1MOQ, Tubulin colchicine binding site (PDB: 4O2B) https://w ww.rcsb
.or g/structur e/4O2B.
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Acknowledgements
The authors appreciated the University of Technology, Iraq, for the logistic support of this work. The authors
extend their appreciation to the researchers supporting project number (RSPD2025R971), King Saud University,
Riyadh, Saudi Arabia, for funding this study.
Author contributions
Conceptualization and methodology, Kh.F.Al., B.A.H., R.A.I., Kh.H.R., M.S.J., S.S.Sh., K.H.J., A.M.A., S.G., (A)
A.S.; formal analysis, Kh.F.Al., (B) (A) H., and, M.S.J.; Investigation and data curation Kh.F.Al., (B) (A) H.,
R.A.I., Kh.H.R., and M.S.J.; validation S.S.Sh., and K.H.J.; Visualization, original draft preparation, Kh.F.Al., (B)
A.H., R.A.I., Kh.H.R., M.S.J., S.S.Sh., K.H.J., A.M.A., S.G., (A) A.S.; writing—review and editing; supervision,
Kh.F.Al., (B) A.H., and M.S.J. All authors reviewed the manuscript.
Funding
No funding was obtained for this study.
Declarations
Competing interests
The authors declare no competing interests.
Additional information
Supplementary Information The online version contains supplementary material available at ht tps://doi. org/1
0.103 8/s41598-0 25-98061-5.
Correspondence and requests for materials should be addressed to M.S.J. or A.A.S.