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IJPER · Lens · In silico and in vitro Evaluation of Microwave-Assisted Synthesized Isoxazole Chalcone Derivatives of Selected Phytoconstituents for Antidiabetic Activity

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Article · Volume 60, Issue 1 · pp. 308–323

In silico and in vitro Evaluation of Microwave-Assisted Synthesized Isoxazole Chalcone Derivatives of Selected Phytoconstituents for Antidiabetic Activity

Shubhangi Sutar1, Radhika Shinde1, Sachin Mali2, Rachana Bhimanwar3, Sandeep Patil4, Sopan Nangare5

  1. 1Department of Pharmaceutical Chemistry, Ashokrao Mane College of Pharmacy, Peth-Vadgaon, Kolhapur, Maharashtra, INDIA.
  2. 2Department of Pharmaceutics, Bharati Vidyapeeth College of Pharmacy, Kolhapur, Maharashtra, INDIA.
  3. 3Department of Pharmaceutical Chemistry, Dr. D. Y. Patil Institute of Pharmaceutical Sciences and Research, Pimpri, Pune, Maharashtra, INDIA.
  4. 4Department of Pharmacology, Dr. Shivajirao Kadam College of Pharmacy, Kasabe-Digraj, Sangli, Maharashtra, INDIA.
  5. 5Department of Pharmaceutics, Krishna Vishwa Vidyapeeth (Deemed to be University), Karad, Maharashtra, INDIA.

Abstract

Background: Diabetes is a major chronic health problem worldwide that has acquired significant attention from the scientific community. One approach to managing glucose synthesis and reducing the risk of diabetes is through the inhibition of specific enzymes. Interestingly, heterocyclic compounds have been shown to effectively inhibit key enzymes involved in glucose metabolism, making them promising candidates for diabetes treatment.

Materials and Methods: In this study, we aimed to dock the α-glucosidase enzyme with 100 naturally derived inhibitors using PyRx software. Among these, 6 compounds were synthesized and evaluated for their pharmacological activity.

Results: In brief, from the initial screening, 50 compounds with a binding affinity greater than -7.2 kcal/mol were selected for further interaction analysis to aid in compound design. Notably, compounds SP2 and SP4-1-{3-nitro-5-[5-(quinolin-3yl)-4,5-dihydrofuran-3-yl]phenyl}ethan-1-one and (4-chlorophenyl){3-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl]phenyl}methanone, respectively exhibited significantly higher α-amylase and α-glucosidase inhibitory activity showing 90.57% inhibition in the α-amylase assay and an 83.23% inhibition in the α-glucosidase assay to be comparable to acarbose, indicating strong therapeutic relevance.

Conclusion: Overall, the study demonstrated that the newly synthesized molecules possess medicinal potential against diabetes mellitus while adhering to Lipinski's rule of five.

Keywords: A-glucosidase Inhibitors; Diabetes Mellitus; In silico; α-amylase; Pharmacological Activity

FULL TEXT

INTRODUCTION

Diabetes Mellitus (DM) is a metabolic disorder described by prominent blood glucose levels due to insulin deficiency or resistance. In most developed countries, it primarily affects middle-aged individuals and children. 1 Diabetes can lead to severe complications, including obesity, stroke, and heart failure. According to the International Diabetes Federation, the number of people with diabetes is projected to rise from 415 million in 2015 to 640 million by 2040. Type I Diabetes (T1DM) accounts for 5-10% of cases, while Type II Diabetes (T2DM) is far more prevalent, affecting over 90% of diabetic individuals. The development of DM is influenced by complex dysfunctions in organs, proteins, and enzymes. 2,3 Given the multifactorial nature of diabetes, no single experimental model or treatment can fully address its complexity. Effective disease management involves a combination of a balanced diet, regular exercise, and the use of synthetic or natural therapeutics. In diabetes, α-amylase and α-glucosidase enzymes play a decisive role in breaking down carbohydrates, leading to postprandial blood sugar spikes. 4 Various cellular and metabolic targets have been explored to expand pancreatic function, augment insulin secretion, and optimize insulin activity at target sites. Consequently, α-amylase and α-glucosidase inhibitors serve as essential therapeutic markers for diabetes treatment. 5,6,7 However, the clinical application of many existing diabetes therapeutics is limited due to gastrointestinal side effects, metallic taste, and constipation, loss of appetite, poor bioavailability, and short circulation half-life. These challenges highlight the urgent need for the development of novel anti-diabetic agents. Heterocyclic compounds have emerged as promising candidates for managing diabetes effectively. 8,9 Molecular docking is an in silico approach used to predict the most stable ligand-receptor interaction. It evaluates the binding affinity of specific ligands to the active site of a receptor protein. Docking efficiency is assessed based on docking scores and interaction types, such as hydrogen bonding, ionic interactions, van der Waals forces, and π-π stacking. A more negative binding energy indicates stronger ligand-receptor interactions, signifying better docking performance. 10,11,12 Several herbs that are used as medicines have been reported to help prevent/treat diabetes at different stages. For example, curcumin may be used to treat pre-diabetes in order to prevent Type 2 (T2) diabetes from developing, while cinnamon may help treat diabetes patients with both hypertension and diabetes. Additionally, aloe vera leaf gel has been shown to increase insulin levels and restore pancreatic beta cells 13 in doses of 300 mg/kg. Multiple α-glucosidase inhibitors are used for the treatment of T2 diabetes (e.g., voglibose, acarbose, miglitol, etc.) and several studies are ongoing looking for potential natural products that can be effectively used to manage diabetes; some plants, such as aster, cinnamon, mistletoe fig and bitter oleander have potential inhibitory effects on α-glucosidase. In addition, several medicinal herbs including Camellia sinensis, Aloe vera, and basil also have anticlavic effects due to their ability to inhibit amylase. 14 Alpha-Glucosidase inhibitors (acarbose, miglitol, and voglibose) inhibit lysosomal withdraw α-glucosidase activity by structurally resembling saccharides (i.e., carbohydrate binding sites on α-glucosidase). Therefore, the carbohydrate binding region of α-glucosidase interacts with all of these forms of inhibitor. However, many of the common adverse effects associated with the use of prescribed anti-diabetic agents include liver disorders including lactic acidosis; gastrointestinal symptoms including abdominal cramping, flatulence, and diarrhea. Current medication's negative side effects have resulted in efforts to develop alternative forms of lysosomal α-glucosidase inhibitor technology with reduced adverse reactions. Therefore, in this study, phytochemicals from Indian plant species were selected on the basis of literature survey based on their potential to inhibit α-glucosidase. The ligand-receptor interactions were analyzed using in silico methods. Ligand structures were optimized using Chem Sketch, and the receptor-ligand interactions were visualized using Discovery Studio Visualizer. 15,16

MATERIALS AND METHODS

Materials

Databases, including pdb, DrugBank, PubChem, as well as using PyRx and Discovery Studio Visualizer as our software tools. The PDB (Protein Data Bank) started as a single repository for storage of Structure Data for macromolecules and opened its doors at BNL in 1971 to create one central location on the planet that contained all the Structural Data on all the macromolecules found till today. All of the X-ray Crystallography determined Structural Data and six other types of Structural Data can be found in the PDB. ChemSketch is the leading all-purpose Chemical Drawing and Graphics Software Package from ACD/Labs for Chemists to Draw Molecules, Drawing and/or Writing Reactions, creating (proof Calculating) Professional Presentations and Reports. In addition to creating drawings of compounds, ChemSketch can convert structures from SMILES notation to structure and vice versa. In our research we used Discovery Studio Visualizer to visualize the interaction between receptor protein and ligand. We also used FT-IR and HNMR Spectroscopy to characterize the compounds from synthetic procedures.

Methods

In silico studies (Docking Studies)

Protein and Ligand preparation

We have conducted an analysis using molecular docking in order to determine how the molecules interact with the active site of human diabetic α-glucosidase, which is a type of lysosomal α-glucosidases (PDB ID: 5KZX) having a 2.0 Å resolution (high quality). The Three Dimensional (3D) crystal structure for α-glucosidases was downloaded from the RCSB Protein Data Bank (PDB, RCSB) (https://www.rcsb.org/). The crystallographic inhibitor, ions (Mg + , K + ) and the water molecules further than the active site were deleted and assigned bond orders, polar hydrogens were added, Checked and repaired missing atoms in the protein crystal structure, edited histidine hydrogens, assigned Radii, added Kolmann charges (-480.326), Gasteiger charges (-22.4268) using AutoDock Vina.

Phytochemicals are selected from a plant source that has enzyme inhibition properties for alpha-Glucosidase. Previously reported 100 phytochemicals possessing α-glucosidase enzyme inhibitory activity were chosen. The SDF files of respective phytochemicals were retrieved from the PubChem database. All SDF files of ligands were imported into PyRx. The ligands were then converted to PDBQT format using PyRx's open babel plugin and used for molecular docking.

Molecular docking

The purpose of molecular docking is to predict the position, contact, and conformation of a ligand molecule within a target molecule binding site, which is typically a large macromolecule. A molecular docking study was performed using Autodock vina of PyRx 0.8 to check the binding interactions with residues at the active site of the target protein (PDB:5KZX). In PyRx's Vina workspace, the grid box for PDB: 5KZX was selected to cover the binding site residues with centers X:1.3148, Y:18.1751, Z:17.7808, and dimensions X:95.7864, Y:92.5980, Z:107.2510. The level of exhaustiveness was set to default 8. BIOVIA Discovery Studio 2020 was used to visualize docking interactions as well as analyze saved poses.

Drug likeliness and pharmacokinetic prediction

The loss of drugs due to poor pharmacokinetics in drug development procedures results in higher development costs. Screening of potential drugs has been improved by the accessibility of in silico pharmacokinetic tools. A molecule's physicochemical properties, which are crucial factors that influence a molecule's effectiveness, safety, or metabolism, can be predicted using Lipinski's rule of five. A drug must have MW<500, logP<5, HBA≤ 10, HBD≤5. The features of a molecule's ADME (absorption, distribution, metabolism, and excretion) are that determine its Pharmacokinetic profile.

Synthesis of selected compounds

All of the reagents used were reagent-grade and purified as necessary. Melting points were determined with a melting point apparatus (digital), Lab India. The FTIR (Fourier Transform Infrared Spectroscopy) spectra for all test compounds were taken by Shimadzu using FTIR spectroscopy. The Nuclear Magnetic Resonance (NMR) spectra for all test compounds were obtained on a Bruker DRX-300 and used Dimethyl Sulfoxide (DMSO) as the solvent and Tetramethylsilane (TMS) as the standard for calibration. The mass spectrometric data for all test compounds were obtained by Shimadzu using LCMS 2010A. The thin-layer chromatography results were obtained using methodology.

Procedure for the microwave-assisted synthesis of isoxazole chalcone derivatives (SP1-SP6)

The synthetic scheme (Figure 1) was developed after designing the six target molecules (SP1-SP6). Following the design, we synthesized these compounds according to the proposed synthetic route. Initially, Dimethylformamide (DMF) (2.5 mol) was added to a thoroughly dried Round-Bottom Flask (RBF) at room temperature, followed by the dropwise addition of Phosphoryl Chloride (POCl₃) (7 mol) under continuous stirring for 15 min. Subsequently, N-phenylacetamide was introduced at room temperature, and the reaction mixture was heated at 75ºC for 2 hr. Upon completion, the reaction mixture was poured into ice-cold water, and the resulting precipitate was collected by filtration. In a separate round-bottom flask, six ketones (bromoacetophenone, 4-chlorobenzophenone, p-nitroacetophenone,3-methyl-1-phenylpyrazone-5-one, dichloroacetophenone, and 3-nitroacetophenone) were dissolved in 95% ethanol (20 mL) along with substituted aromatic aldehyde (0.001 mol). To this, 10 mL of 60% aqueous sodium hydroxide solution was added dropwise. The reaction mixture was stirred at 5-10ºC for 2 hr, then poured over crushed ice, and acidified with dilute Hydrochloric Acid (HCl). The resulting solid was collected, washed, and dried. Next, a mixture of chalcone (0.01 mol), hydroxylamine hydrochloride (0.01 mol), and sodium acetate in ethanol (25 mL) was subjected to microwave irradiation at 210 W for 10-5 min at 90-100ºC. The reaction mixture was then poured into ice-cold water, and the precipitate was collected by filtration, washed, and dried for further characterization.

In vitro analysis of anti-diabetic activity using α-amylase enzyme inhibition assay

In this step, 500 µL of the test compound (1 mM) was mixed with 500 µL of 0.1 M phosphate buffer (pH 6.9) containing α-amylase enzyme (fungal diastase, 0.5%). The reaction mixture was incubated at 25ºC for 10 min. Subsequently, 500 µL of a 1% starch solution in 0.1 M phosphate buffer (pH 6.8) was added, and the mixture was further incubated at 25ºC for 10 min. For the control, the same procedure was followed, except 500 µL of enzyme was replaced by an equal volume of buffer. After the incubation period, 1000 µL of di-nitrosalicylic acid reagent was added to both the test (concentration 1mg/mL) and control mixtures. The reaction mixtures were then placed in a boiling water bath for 10 min and allowed to cool. The absorbance of each sample was measured at 540 nm using a spectrophotometer. The percentage inhibition of α-amylase enzyme was calculated using the following formula:

Inhibition(%)=Abs 540(control)- Abs 540 (synthesized product)Abs 540(control)×100

In vitro analysis of anti-diabetic activity usingα-glucosidase inhibition activity

The α-glucosidase inhibitory potential of the compounds was evaluated using a standard method with minor modifications. Briefly, 500 μL of the test compounds, 50 μL of glutathione, and 10 μL of α-glucosidase in phosphate buffer were added to a 96-well plate and incubated at 37ºC for 15 min. After incubation, 20 μL of P-Nitrophenyl-α-D-Glucopyranoside (P-NPG) (5 mM) was introduced, and the mixture was maintained at 37ºC for an additional 15 min. The reaction was terminated by adding 50 μL of Na₂CO₃ (0.1 M) to the reaction mixture. A blank sample, which lacked α-glucosidase, was prepared similarly to the test samples (concentration 1mg/mL). To serve as a control, the experiment was conducted in triplicate (n=3) without the test compound. The absorbance of the resulting solutions was measured at 400 nm. The α-glucosidase activity was quantified by measuring the amount of p-nitrophenol produced, with acarbose used as a positive control.

Inhibition (%)=Control OD - Sample ODControl OD×100

RESULTS AND DISCUSSION

In silico studies

All the synthesized derivatives were docked against target proteins and compared with phytochemicals. The phytochemicals exhibited docking scores ranging from -7.2 to -9.8 kcal/mol. Similarly, the synthesized derivatives showed docking scores within the range of -8.1 to -9.2 kcal/mol. The interactions of phytochemicals with amino acid residues are detailed in Table 1. Overall, the docking scores of the synthesized derivatives with the target proteins were higher, indicating a significant affinity between the synthesized compounds and the target proteins (Tables 2 and 3).

Figure 1: Synthetic scheme for the synthesis of final compounds (SP1- SP6).

Drug likeliness and pharmacokinetic prediction

The drug likeliness and pharmacokinetic properties of the synthesized compounds (SP1-SP6) were predicted using the free Swiss ADME server online (http://www.swissadme.ch). As reference drugs, all of the examined compounds (SP1-SP6) do not deviate from the Lipinski rule of 5 (MW< 500, logP<5, HBA≤10, HBD≤5). Since their values lie within the normal range (Table 4). Thus, these compounds could be considered lead compounds.

Physical characteristics of synthesized compounds

SP1 (2-bromo-1-{4-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl]phenyl}ethan-1-one)

S Yield: 86%; Yellowish white solid; mp. 98-100ºC; Rf: 0.72 (chloroform and DMSO); FTIR (KBr, νmax, cm⁻¹): 3233 (N-H), 1666 (C=O), 1594 (C-C Stretch), 1306 (C-N), 1008 (C-O), 760 (C-Br); ¹H-NMR spectrum (400MHz, CDCl3): δ 2.278 (s, 2H, CH2 Br), 7.266, 7.402, 7.422, 7.510, 7.503, 7.487, and 7.481 aromatic protons in structures (Figures 2 and 3). (Figures 2 and 3).

SP2 (1-{3-nitro-5-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl]phenyl}ethan-1-one)

Yield: 88%; Greyish solid; mp. 90-92ºC; Rf: 0.78 (chloroform and DMSO); FTIR (KBr, νmax, cm⁻¹): 3234 (N-H), 1668 (C=O), 1523 (C-C Stretch), 1349 (C-N); ¹H-NMR spectrum (400MHz, CDCl3): δ 2.168 (C-H alkyl), 10.345, indicative of the acid group, with aromatic protons at δ=7.729, 7.529, 7.510, and 7.489 aromatic protons in structures.

SP3 (1-{2,4-dichloro-3-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl]phenyl}ethan-1-one)

Yield: 84%; Yellowish white; mp. 72-74ºC; Rf: 0.82 (chloroform and DMSO); FTIR (KBr, νmax, cm⁻¹): 3210 (N-H stretch), 1596 (C=O), 1309 (C-N stretch), 1484 (C-C), 1054 (C-O), and754 (C-Cl); ¹H-NMR spectrum (400MHz, CDCl3):δ 2.254 (C-H alkyl),9.378 (3=CH, 1-benzene, 2-substituted benzimidazole), aromatic protons at δ=7.493, 7.488, 7.472, and 7.467 (present on the phenyl ring).

SP4 (4-chlorophenyl){3-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl]phenyl}methanone)

Yield: 78%; Greyish white; mp. 90-92ºC; Rf: 0.85 (chloroform and DMSO); FTIR (KBr, νmax, cm⁻¹): 3295 (N-H), 1652 (C=O), 1311 (C-N), 914 (C-O), 687 (C-Cl), ¹H-NMR spectrum (400MHz, CDCl3):δ 7.701, 7.683, 7.454, 7.466, and 7.673 (on the phenyl ring), and amide protons at δ=9.459 and 9.067 (3=CH, 1-benzene, 2-substituted benzimidazole), absence of H from alkyl C-H confirm the absence of alkyl hydrogen that can be seen in SP2 and SP3 (due to presence of alkyl CH2 attached to C=O.

SP5 (1-{4-nitro-2-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl]phenyl}ethan-1-one)

Yield: 72%; Greyish black; mp. 210-214ºC; Rf: 0.87 (chloroform and DMSO); FTIR (KBr, νmax, cm⁻¹): 1297 (C-N), 3304 (N-H), 1670 (C-C), 1520 (C-NO₂). ¹H-NMR spectrum (400MHz, CDCl3):δ2.153-2.170 (C-H alkyl), 7.123, 7.265, 7.384, 7.556, 7.683, 7.779 (aromatic protons) 8.037, corresponding to the 4=CH group (benzene of basic benzimidazole).

α-amylase enzyme inhibition assay

The % α-amylase enzyme inhibition was calculated using an α-amylase inhibitory assay, with Acarbose used as the standard, exhibiting a 93.47% inhibition. The inhibition values of the synthesized compounds were compared with acarbose. Among all the synthesized compounds, SP2 and SP4 demonstrated the highest inhibition, both showing 90.57%. SP5 and SP6 exhibited 89.13% and 89.85% inhibition, respectively. The lowest inhibition was observed with SP3, which showed an inhibition of 88.40% (Table 5).

α -glucosidase inhibition assay

The α-glucosidase inhibitory potential of synthesized compounds was determined in comparison to the standard Acarbose. In brief, the % inhibition shown by the entire compound was observed in the range of 88.4 to 90.6% Table 5. The α-glucosidase % of compound SP2 and SP4 was found to be more which was comparable to the acarbose (93.47±6.8%).

Figure 4 represents the histogram showing the significance level for the data as ***p<0.0001,*p<0.001,*p<0.01, ns p>0.05.

Table 1: Binding affinity of top 50 phytochemicals along with their interactions.

Phytochemicals

Binding affinity (Kcal/mol)

Interacting residues

Interaction type

Gitogenin

-9.9

ALA97, ALA93, LYS96, PRO94, PRO545, VAL544, GLY546, TYR543, ARG275, ARG331, MET122, ASP91.

Vander Waals

ASP319

Conventional H bond

ILE98

C-H bond

TRP126

Pi-sigma

TYR110

Pi-Alkyl

Spergulin B

-9.3

TYR110, PRO125, ILE98, ASP91, ALA93, ASP319, ARG275, TYR543, LYS96, ASP95, GLY546, ALA97, GLY123.

Vander Waals

ARG331

Conventional H bond

MET122, PRO94

C-H bond

TRP126

Pi-sigma

VAL544

Unfavorable acceptor

Alizarin

-9.2

LEU641, PRO669, LEU706

Vander Waals

HIS717, PHE362, MET363, HIS714, THR711, HIS708, TYR710.

Conventional H bond

VAL723, HIS708

Carbon H bond

VAL723

Pi-sigma

LEU369

Pi-Pi T-shaped

PRO364, PRO640

Pi-alkyl

Hippomanin A

-8.9

THR833, TRP367, GLU895, GLY896, GLU863, ASP861, GLN827, LEU899, TRP859.

Vander Waals

THR834, GLN838, ARG837, ASP860, ALA897, GLY898, SER894.

Conventional H bond

ARG437

Unfavorable donor

Apigenin

-8.9

PRO669, ARG702

Vander Waals

PHE362, THR711, TYR710, HIS708, LEU706, TYR668.

Conventional H bond

HIS714, MET363

Carbon H bond

TRP746, PRO640, LEU641, PRO364.

Pi-Pi T-shaped

LEU369

Pi-alkyl

VAL723

Pi-sigma

Scirpusin A

-8.9

SER523, PHE525, ARG600, ASP404, TRP516, ILE441, TRP613.

Vander Waals

ASP282, TRP481, HIS674, ASP616, LEU677, SER676, LEU678, TRP618.

Conventional H Bond

ASP518

Pi-anion

MET519

Pi-sulfur

TRP376

Pi-pi stacked

PHE649, ALA284

Pi-Pi T-shaped

LEU650

Pi-alkyl

Scirpusin B

-8.7

PHE525, ARG600, LEU405, ASP404, ILE441, TRP516, HIS674, SER523.

Vander Waals

TRP481, TRP613, ASP616, LEU677, SER676, LEU678, TRP618.

Conventional H bond

ASP282, ASP518

Pi-anion

LEU650

Pi-sigma

MET519

Pi-sulfur

TRP376

Pi-pi stacked

PHE649

Pi-Pi T-Shaped

ALA284

Pi-Alkyl

Isoflavone

-8.6

PHE362, TYR710, HIS708.

Vander Waals

PRO669, LEU706, HIS714.

Conventional H Bond

VAL723

Pi-Sigma

TRP746

Pi-Pi T-Shaped

PRO364, LEU369, PRO640, LEU641.

Pi-Alkyl

Spergulin A

-8.6

PRO595, ARG594, GLU869, LEU865, PHE362, HIS717, ARG608, TYR360, GLY359, ASP356, PRO198.

Vander Waals

HIS584, LEU868, VAL867, SER864, GLU866.

Conventional H Bond

MET363

Unfavorable donor

Urosolic acid

-8.6

PRO545, ASP319, TYR543, ARG275, ARG331, PRO94, MET122, ALA93, ASP91, ILE98, CYS127, TRP126.

Van der Waals

VAL544

Conventional H Bond

Genistein

-8.6

TRP746, HIS708, LEU641, THR711, LEU706, PRO707.

Vander Waals

TYR710, HIS714, MET363.

Conventional H bond

LEU369, VAL723

Pi-Sigma

PRO640, PRO364, PRO669.

Pi-Alkyl

Scirpusin C

-8.4

TRP481, PHE525, SER523, ASP404, ILE441, TRP516, PHE649, HIS674, TRP613, SER676.

Vander Waals

ASP282, ASP616, ARG600.

Conventional H bond

ALA284

Pi-Alkyl

ASP518

Pi-anion

LEU650

Pi-sigma

MET519

Pi-sulfur

TRP376

Pi-Pi T-Shaped

TRP618

Unfavorable donor

Cassigarol E

-8.3

SER894, GLU895, GLN838, LEU899, GLY898, THR834, GLY435, LEU431, ARG436, GLU863, ASP861.

Vander Waals

ARG837, GLY896, HIA432.

Conventional H Bond

AR437

Pi-cation

TRP859

Pi-Pi T-Shaped

Mahanine

-8.2

PRO4, VAL544, GLY546, PRO545, TYR543, ARG275, ARG331, ASP91, PRO125, GLY123.

Vander Waals

CYS127, ALA97, LYS96, ASP319.

Conventional H bond

MET122

Pi-sulfur

TYR110, ILE98, TRP126

Alkyl

ALA93

Pi-Alkyl

Kompasinol A

-8.2

PHE362, PRO595, ARG594, GLU869, LEU868, PHE858, MET363, SER864.

Vander Waals

ARG608, GLU866

Conventional H bond

HIS717

Unfavorable donor

ARG585, TYR609, HIS584, VAL867.

Pi-donor H bond

LEU865

Pi-sigma

HIS717

Pi-Pi T-shaped

VAL588

Pi-alkyl

Emodin

-8.1

THR99, ALA93, ASP91, CYS127

Vander Waals

ILE98, TYR110, GLY123

Conventional H Bond

TRP126, GLN124, MET122.

Pi-donor H bond

TRP126

Pi-Alkyl

TRP126

PI-Pi T-shaped

Ergosterol

-8.1

ASP616, ASP519, ARG600, TRP613, ILE441, ASP404, TRP516, HIS674, ILE283.

Vander Waals

ARG281, ASP282, PHE525, SER523, MET519, TRP481

Conventional H bond

TRP376, PHE649, ALA555

Alkyl, Pi-Alkyl

Psoralidin

-8

PHE649

Vander Waals

ASP616, ARG686

Conventional H Bond

ASP282

Unfavorable acceptor

ASP282

Pi-anion

TRP376

Pi-sigma

TRP481, PHE525

Pi-pi stacked, Pi-Pi T shaped

LEU405

Alkyl, Pi-alkyl

Isoquercitrin

-7.9

ASP356, TYR360, GLYA59, VAL358, PHE362, HIS717.

Van der Waals

ARG608, GLU196, THR197, VAL357, LEU355.

Conventional H Bond

ASP356, VAL358

Carbon H Bond

TYR360

Pi-Pi stacked

ARG608

Pi-Alkyl

Flavonol

-7.9

HIS584, PRO595, PHE362.

Vander Waals

GLU866, SER864, MET363

Conventional H Bond

PRO595

C-H bond

LEU865

Pi-sigma

VAL588, ARG594, HIS717

Pi-Pi T-shaped

VAL867, LEU868

Pi-alkyl

Chondrillasterol

-7.9

MET363, PHE362, ARG594, PRO595, HIS584, LEU865, GLU866, ASP356, TYRA360, GL359.

Vander Waals

TYR360, HIS717, ARG608

C-H bond

ARG608, HIS717

Pi-sigma

TYR360

Alkyl, Pi-alkyl

Hespiretin

-7.9

GLN715, GLU721, THR722, HIS714, GLY747, LEU369, TYR710.

Vander Waals

GLU748, ARG725, PRO669, HIS708, THR711, GLY855, ARG854.

Conventional H Bond

GLU856

Pi-anion

VA723, TR746

Pi-sigma

VAL723

Alkyl, Pi-alkyl

Isovetixin

-7.8

PRO545, VAL544, MET122, PRO125, CYS127, ALA93, ILE98, LYS96.

Vander Waals

VAL547, ARG331, TYR543, PRO94, GLN124, TRP126.

Conventional H Bond

VAL544, GLY550, ALA97

C-H bond

ASP91

Unfavorable acceptor

ARG275

Pi-cation

GLY546

Pi-sigma

Kuranidin

-7.8

TYR110, ILE98, ALA93, CYS127, PRO125, MET122, ARG275, VAL544, PRO545.

Vander Waals

ALA97, PRO94, TYR543, GLY546, ASP319.

Conventional H Bond

ASP91, GLY123

C-H bond

ARG331

Unfavorable donor

ASP91

Pi-anion

TRP126

Pi-alkyl

Cyanidin-3-galactoside

-7.8

PHE362, LEU865, SER864, VAL867, MET363.

Vander Waals

GLU869, LEU868, GLU866, ARG594, TYR360, ARG585.

Conventional H Bond

HIS584

Pi-sigma

ARG608

Pi-Pi T-shaped

VAL588

Pi-alkyl

Coryfolin

-7.8

VAL193, ALA604, GLY605, TYR609, PHE490, LEU496, THR491, THR578, LEU574.

Vander Waals

VAL358

Unfavorable acceptor

LEU577

Pi-sigma

PRO493, LEU565, PHE564, LEU195, PRO194, ILE581.

Alkyl, Pi-Alkyl

Procyanidin

-7.7

TYR292, LEU283, ARG600, ALA555, MET519,TRP36, PHE649, LEU650.

Vander Waals

ASP616, ARG281, ASP282

Conventional H Bond

PHE525, TRP481

Pi-Pi stacked; Pi-Pi T shaped

Ganoderol B

-7.7

GLY546, ALA93, LYS96, ALA9, ILE98, TYR110, THR99, PRO125, MET122, ASP91, PRO94, ARG275, ARG331, TYR543, PRO545.

Vander Waals

VAL544

Conventional H Bond

ASP319

Unfavorable acceptor

TRP126

Pi-Alkyl

Biacalein

-7.7

TYR110, LYS96, ALA97, PRO94, GLY123

Vander Waals

ILE98, ALA93, ASP91, GLN124.

Conventional H Bond

PRO125, MET122, ILE98

Pi-donor H bond

TRP126

Pi-Pi stacked

Flavanone

-7.6

HIS584, ARG594, MET363, SER864.

Vander Waals

GLU866

Conventional H Bond

PRO595, PHE362

C-H bond

LEU865

Pi-Sigma

HIS717

Pi-Pi T shaped

VAL588, VAL867, LEU868

Pi-Alkyl

Kurarinone

-7.6

HIS64, TRP516, ILE441, ASP616, TRP481, LEU650, SER676.

Vander Waals

ASP404

Unfavorable acceptor

ASP518

Pi-anion

PHE649

Pi-Pi stacked

PH525, TRPA376, LEU677, LEU678.

Alkyl, Pi-alkyl

Norkurarinol

-7.6

ILE441, TRP516, HIS674, TRP613, TYR292, PHE649, LEU650, TRP376, LEU677, LEU678, SER676

Vander Waals

ASP404, ARG600, ASP616, ASP282, MET519, PHE525.

Conventional H Bond

ASP518

Pi-anion

TRP481

Pi-Pi T shaped

Vitexin

-7.5

HIS432, GLU863, THR593, HIS507, GLN429.

Vander Waals

ARG436, GLY435, ARG437.

Conventional H Bond

ARG591, ASP513

Pi-cation, pi-anion

PRO511

Pi-Alkyl

Swretisin

-7.5

GLY335, GLY334, ASN316, TYR569, SER566.

Vander Waals

ARG189, ARG190, LYS162, ASN536.

Conventional H Bond

ASP243

Unfavorable donor

TYR191

Unfavorable acceptor

LEU538

Pi-sigma, Pi-alkyl

2,3-di-o-galloyl- 1,5-anhydro-D-glucitol

-7.5

LEU899, GLY862, GLU895.

Vander Waals

GLN900, TRP859, GLN858, GLY898, ARG837, ASP861, ALA897, GLY896, SER894.

Conventional H Bond

ASP862

Unfavorable acceptor

GLN858

Pi-Sigma

Flavone

-7.5

PHE362, SER864, HIS584

Vander Waals

GLU866

Conventional H Bond

PRO595

C-H bond

LEU865

Pi-Sigma

HIS717

Pi-Pi T shaped

VAL588, ARG594, VAL86, MET363, LEU868.

Pi-Alkyl

Cyanidin

-7.4

LYS96, PRO94, MET122

Vander Waals

ALA93, ASP91, GLY123, PRO125, GLN124, CYS127, ILE98, TYR110, THR99.

Conventional H Bond

ASP91

Unfavorable acceptor

TRP126

Pi-Pi stacked

Piperumbellactam B

-7.4

THR99, TYR110, ILE98, ASP91, PRO125, TRP126, GLY123.

Vander Waals

CYS127

Pi-donor H bond

TRP126

Pi-Pi stacked

ALA93

Pi-alkyl

8-demethylsidroxylin

-7.4

VAL867, ARG594, PRO595, PHE362, HIS584, TYR609.

Van der Waals

MET363, LEU868, GLU866, GLU869, HIS717.

Conventional H Bond

ARG608

Alkyl

LEU868

Pi-alkyl

1-hydroxy-2- methylanthraquinone

-7.4

ALA93, ILE98, TYR110, PRO125, GLY123, MET122, GLN124.

Vander Waals

ASP91

Unfavorable donor

CYS127

Unfavorable acceptor

TRP126

Pi-Pi stacked

Physcion

-7.4

GLN776, VAL778, PRO779, THR700, GLU781.

Vander Waals

THR700

C-H Bond

ILE780

Pi-Sigma

LYS697

Alkyl

LEU775, LEU701

Pi-alkyl

Morin

-7.4

PHE506, PRO457, ASP413, TYR455, SER454.

Vander Waals

ASN417, ASP409, LYS418, PHE416, GLN509, ARG456, GLU505, PHE414.

Conventional H Bond

PRO457

C-H Bond

ARG412

Pi-cation

THR415

Pi-alkyl

8-demethylsideroxylin

-7.4

VAL867, ARG594, PRO595, PHE362, HIS584, TYR609.

Vander Waals

MET363, LEU868, GLUA866, GLU869, HIS717.

Conventional H Bond

ARG608

Alkyl, Pi-alkyl

Flavon-3-ol

-7.3

SER864, ARG594

Van der Waals

PRO595, HIS584, GLU866.

Conventional H Bond

HIS865, LEU868

Pi-Sigma

VAL867

Pi-Pi T shaped

VAL588

Pi-alkyl

Fisetin

-7.3

ARG608, PHE362, MET363, PRO595.

Vander Waals

GLU869, VAL867, GLU866, LEU865, SER864, ARG594, HIS584.

Conventional H Bond

MET363

Pi-donor H bond

HIS717

Pi-Pi T shaped

LEU868

Pi-alkyl

Catachin

-7.3

LEU496, ALA582, THR578, ARG608, VAL358.

Vander Waals

PHE490, LEU565, LEU574, VAL193, PHE503, ALA604, GLY605.

Conventional H Bond

PRO194, ILE581, LEU577.

Pi-Alkyl

(Z)-Guggulsterone

-7.3

ASP518, ASP282, MET519, TRP481, TRP376, PHE649, LEU650, ASP616.

Vander Waals

ARG600

Conventional H Bond

PHE525

Pi-Alkyl

Crysophanol

-7.2

VAL775, THR700

Van der Waals

GLU781, ILE780, PRO779, THR777, GLN776.

Conventional H Bond

LYS697, LEU701, LEU775

Alkyl, Pi-Alkyl

Epigallocatachin

-7.2

TYR543, ARG275, VAL321, ARG331, PRO94, ASP91, PRO125, TRP126.

Van der Waals

ILE98, ALA97, LYS96, ASP95, MET122.

Conventional H Bond

ALA93, CYS127

Unfavorable acceptor-acceptor

ALA93

Pi-Alkyl
Table 2: Binding affinity (Kcal/mol) and interactions of designed molecules with residues at the active site of target protein alpha-glucosidase (PDB: 5KZX).

Chemical code

Structure

Binding affinity (Kcal/mol)

Interacting residues

Interaction type

SP1


-8.1

PRO89,LEU831,LYS697, LEU701

Pi-Pi stacked

SP2


-8.9

PHE525 PHE525,TRP481,TRP376.

H Bond Pi-Pi stacked

SP3


-8.8

ARG854 TRP746,LEU369, VAL723 HIS708

H Bond Pi-Pi stacked Pi-Alkyl

SP4


-8.7

ASP616 PHE525,TRP481,PHE649,TRP376

H Bond Pi-Pi stacked

SP5


-9.2

HIS584,ARG608,TYR360 HIS717,ARG594

H Bond Pi-Pi stacked

CONCLUSION

This study successfully used a multi-faceted approach of in silico, synthetic and in vitro methods to create and examine new isoxazole chalcone derivatives (SP1-SP6) as α-glucosidase and α-amylase anti-diabetic agents. Molecular docking studies provided evidence that the compounds synthesized during this investigation had strong binding affinity and positive interactions with the active site residues of the target protein PDB ID: 5KZX that were similar or greater in affinity to the selected phytochemicals. Overall, the predicted pharmacokinetics of the compounds indicate they pass all aspects of Lipinski's rule of five and are therefore good drug-like candidates for further oral formulation as anti-diabetic agents.

All derivatives were synthesized, the successful formation of which was confirmed through FTIR and ^1H-NMR spectroscopy, which established the compounds' structural integrity as well as existed confirmatory functional groups. In vitro enzyme assays were also in line with computational modeling and exhibited significant inhibition of both α-amylase and α-glucosidase activity of SP2 (1-{3-nitro-5-[5-(quinolin-3-yl)-4,5-dihydrofuran-3-yl] phenyl} ethan-1-one) and SP4 (4-chlorophenyl){3-[5-(quinolin-3yl)-4,5-dihydrofuran-3-yl] phenyl} methanonein a manner comparable to systematic drug acarbose. Overall, these results suggest that the new synthetic compounds, in particular SP2 and SP4, have great potential as potent inhibitors that may modulate postprandial hyperglycemia.

In summary, the use of computational modeling, rational design, and biological assessment has enabled us to identify promising lead candidates with potential use in type 2 diabetes mellitus. Further studies including detailed mechanistic investigation, in vivo efficacy, and toxicity are needed for further evaluation of their therapeutic utility. This study ultimately lays the groundwork for the generation of structurally novel and biologically active anti-diabetic agents derived from an isoxazole chalcone scaffold.

Figure 2: FTIR analysis of synthesized compounds.
Table 4: Drug-likeness of designed molecules.

Sl. No.

Code

Molecular Formula

Lipinski's Rule of 5

Lipinski's Viol.

Lipinski's Rule

MW (g/mol)

mLogP

HBA

HBD

MR

1.

SP1

C H BrNO 21 16 2

394.26

3.06

3

0

102.97

0

Yes

2.

SP2

C H NO 21 16 2 4

360.36

1.72

5

0

103.92

0

Yes

3.

SP3

C H ClNO 21 15 2 2

384.26

3.70

3

0

105.12

0

Yes

4.

SP4

C H ClNO 26 18 2

411.88

4.05

3

0

119.79

0

Yes

5.

SP5

C H NO 21 16 2 4

360.36

1.72

5

0

103.92

0

Yes
Table 5: The % inhibition of α-amylase and α-glucosidase by synthesized compounds.

Samples

Concentration (mg/mL)

% Inhibition±SD (α-amylase)

% Inhibition±SD (α-glucosidase)

Standard (Acarbose)

1

93.47±6.8

88.23±5.4

SP2

1

90.57±7.2

86.27±4.8

SP3

1

88.40±5.9

63.39±5.9

SP4

1

90.57±6.3

83.00±3.8

SP5

1

89.13±7.8

73.85±7.8

n=3.

Figure 3: NMR analysis of synthesized compounds.
Figure 4: Histogram of effect of synthesized compounds on % Inhibition of (A) α-amylase (B) α -glucosidase enzyme. All the data are the mean of three replicates (n=3) and vertical bars show Standard Errors (± SE). The significance level for the data was ***p<0.0001,p<0.001,p<0.01, ns p>0.05.

n=3.

Table 3: Interactions of designed molecules (TOP 4).

Compound

3D interaction diagram

2D interaction diagram

SP2



SP3



SP4



SP5


SUMMARY

This study employed a combined in silico, synthetic, and in vitro approach to develop novel isoxazole chalcone derivatives (SP1-SP6) as potential anti-diabetic agents targeting α-glucosidase and α-amylase enzymes. Molecular docking studies showed strong binding affinity of the synthesized compounds with the target protein PDB ID: 5KZX, indicating promising inhibitory potential. The predicted pharmacokinetic properties satisfied Lipinski's rule of five, suggesting good drug-likeness for oral administration. Structural confirmation of the synthesized derivatives was achieved using FTIR and ^1H-NMR spectroscopy. In vitro enzyme inhibition studies demonstrated significant activity, with SP2 and SP4 showing inhibition comparable to the standard drug acarbose. Overall, the findings suggest that these compounds, particularly SP2 and SP4, may serve as promising candidates for further development as anti-diabetic agents to control postprandial hyperglycemia.

ABBREVIATIONS

DM
Diabetes mellitus
SP
Synthesized Product
ADME
Absorption, Distribution, Metabolism, and Excretion
DMSO
Dimethylsulfoxide
NMR
Nuclear Magnetic Resonance
FTIR
Fourier Transform Infrared Spectroscopy
SAR
Structure-Activity Relationship
P-NPG
p-nitrophenyl-α-D-glucopyranoside.

Phytochemicals Binding affinity (Kcal/mol) Interacting residues Interaction type Apigenin -8.9 PRO669, ARG702 Vander Waals PHE362, THR711, TYR710, HIS708, LEU706, TYR668. Conventional H bond HIS714, MET363 Carbon H bond TRP746, PRO640, LEU641, PRO364. Pi-Pi T-shaped LEU369 Pi-alkyl VAL723 Pi-sigma Scirpusin A -8.9 SER523, PHE525, ARG600, ASP404, TRP516, ILE441, TRP613. Vander Waals ASP282, TRP481, HIS674, ASP616, LEU677, SER676, LEU678, TRP618. Conventional H Bond ASP518 Pi-anion MET519 Pi-sulfur TRP376 Pi-pi stacked PHE649, ALA284 Pi-Pi T-shaped LEU650 Pi-alkyl Scirpusin B -8.7 PHE525, ARG600, LEU405, ASP404, ILE441, TRP516, HIS674, SER523. Vander Waals TRP481, TRP613, ASP616, LEU677, SER676, LEU678, TRP618. Conventional H bond ASP282, ASP518 Pi-anion LEU650 Pi-sigma MET519 Pi-sulfur TRP376 Pi-pi stacked PHE649 Pi-Pi T-Shaped ALA284 Pi-Alkyl Isoflavone -8.6 PHE362, TYR710, HIS708. Vander Waals PRO669, LEU706, HIS714. Conventional H Bond VAL723 Pi-Sigma TRP746 Pi-Pi T-Shaped PRO364, LEU369, PRO640, LEU641. Pi-Alkyl Spergulin A -8.6 PRO595, ARG594, GLU869, LEU865, PHE362, HIS717, ARG608, TYR360, GLY359, ASP356, PRO198.

Vander Waals HIS584, LEU868, VAL867, SER864, GLU866.

ACKNOWLEDGEMENT

The author would like to express sincere gratitude to Ashokrao Mane College of Pharmacy, Peth-Vadgaon, for supporting this work.

CONFLICT OF INTEREST

The authors declare that there is no conflict of interest.