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  • 2,4-Thiazolidinedione Derivatives - Design, In - Silico Studies and Characterization as Anti - Convulsant Agents

  • Department of Pharmaceutical Chemistry, College of Pharmacy, Madras Medical College, Chennai

Abstract

This study focuses on the design, synthesis and characterization of novel 2,4-thiazolidinedione derivatives with potential anti-convulsant activity. A series of five compounds were synthesized through the reaction of 2,4-thiazolidinedione with various amines and aldehydes, followed by structural modifications aimed at enhancing their pharmacological properties. The synthesized derivatives were characterized to assess their purity. In-silico ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) predictions were performed to evaluate the pharmacokinetic profiles and drug-likeness of the synthesized derivatives. Molecular docking studies were conducted to investigate the binding affinity of selected compounds to AMPA receptors, providing insights into their potential mechanisms of action in seizure modulation. Structure-activity relationship (SAR) studies indicated that specific substitutions at the C5 position of the thiazolidinedione core were critical for enhancing anti-convulsant efficacy. The results indicate that 2,4-thiazolidinedione derivatives may act as promising candidates for further development as anti-convulsant agents, with favorable pharmacokinetic properties and effective binding interactions with relevant targets in the central nervous system.

Keywords

Epilepsy, Thiazolidinedione, Synthesis, Docking, Characterization.

Introduction

Epilepsy is a chronic neurological disorder characterized by recurrent seizures due to excessive electrical discharges in the brain. It affects approximately 50 million people worldwide, making it one of the most prevalent neurological conditions. The World Health Organization (WHO) defines epilepsy as a noncommunicable disease that can significantly impact quality of life, with seizures varying from brief lapses of attention to severe convulsions [1]. Trauma, strokes, infections, or tumors can lead to the development of epileptic circuits. Certain genetic mutations can predispose individuals to epilepsy. Conditions such as autism are associated with higher rates of epilepsy [2]. Thiazolidinedione is a special five-membered heteroaryl ring structure that has two carbonyl groups next to nitrogen and nitrogen and sulphur atoms at positions N3 and C5, giving it a variety of actions and reactions. The ring system 2,4-thiazolidinedione (TZD) is a five-membered ring heterocycle such as thiazole which is further non-aromatically adorned with two carbonyl groups at positions 2 and 4.

       
            Structure and 3D conformer of 2,4-thiazolidinedione.png
       
    

Figure. No. 1. Structure and 3D conformer of 2,4-thiazolidinedione

2,4-thiazolidinedione (TZD) is a valuable and often used scaffold for creating molecules with pharmacological activity. A wide variety of pharmacological effects are conferred by this adaptable pharmacophore, which contains sulphur [3]. Anticonvulsants, also known as antiepileptic drugs (AEDs), are a diverse group of pharmacological agents used primarily to prevent and control seizures in individuals with epilepsy. These medications work by normalizing the electrical activity in the brain, thereby reducing the frequency and severity of seizures [4]. Glutamate receptors, particularly AMPA (?-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid) receptors, play a crucial role in the pathophysiology of epilepsy. These ionotropic receptors are responsible for mediating fast excitatory neurotransmission in the central nervous system and are integral to the generation and propagation of epileptic seizures. AMPA receptors are activated by glutamate, the primary excitatory neurotransmitter in the brain. Upon activation, these receptors allow the influx of sodium ions (Na++) into the postsynaptic neuron, leading to depolarization and the generation of excitatory postsynaptic potentials (EPSPs). The summation of EPSPs across a network of neurons can lead to synchronized firing, which is a hallmark of seizure activity [5]. The present work aims to design, synthesize, characterize 2,4-thiazolidinedione derivatives with the objective of overcoming the epilepsy.

MATERIALS AND METHODS

Selection of Target

The protein selected for the present study were Glutamate AMPA receptor which is used to restore excitatory–inhibitory balance, thereby reducing seizure frequency and severity. To verify and fix any missing hydrogen atoms, residues, or heavy atoms, the selected protein is input into the Protein Repair and Analysis Server (PRAS; https://www.protein-scen ce.com/) [6]. The description of target for the treatment of epilepsy was listed in table 1. The 3D crystal structure of Glutamate AMPA receptor was depicted in figure 2.  Recent researchers suggested Glutamate AMPA as a therapeutic potential target to treat epilepsy, which made us select the Glutamate AMPA as the protein target in this study.


Table. No. 1 : Description about target

Crystal structure

Glu : AMPA Receptor

Classification

Transport protein

Organism

Homo sapiens

Expression system

Escherichia coli

Mutation

No

Method

X-ray diffraction

Resolution

2.10Å

R-value free

0.250

R-value work

0.204


       
            The 3D crystal structure of Glutamate AMPA receptor.png
       

    Figure. No. 2. The 3D crystal structure of Glutamate AMPA receptor

Active Site Prediction

Cavities for the target active sites are predicted using the CB-DOCK2 online service, which clusters the solvent-accessible surface. It is a cavity prediction method based on structure.Grid boxes can be customised by adjusting them to the centre, size, and volume forecasts of the cavity. By optimising molecular docking simulations, this customisation raises the precision of ligand-receptor interactions predictions [7].

Pharmacophore Identification

Pharmacophore modelling was done using the Pharmit server (http:// pharm it. csb. pitt. edu/), which made it simpler to create pharmacophores and compare them to a number of sizable chemical compound repositories, such as Zinc database, CHEMBL, and PubChem. The RCSB PDB - ID: 3R7X is entered into the website to identify the pharmacophore [8]. When constructing the ligands, the pharmacophore is taken into account.

Designing of Ligands and its Novelty Check

Using the concepts of molecular hybridisation and pharmacophore modelling, five newly developed ligands were docked in order to identify potential leads. The Chemsketch program (ACD Labs, version 2023.1.0) is used to draw the ligands, and they are stored in the.mol format for subsequent computational work[9]. A study of chemical databases, including the Zinc 20 database and PubChem, confirms the originality of the developed ligands [10] [11].

ADMET Prediction

During the drug discovery stages of drug design, the qualitative idea of “drug-likeness” is employed to explain how “druglike” an element is in relation to factors like bioavailability. Verifying that Lipinski’s rule of five is adhered to is a recognised technique for evaluating drug similarity [12]. SwissADME makes it possible to compute physiochemical descriptors and forecast ADME parameters. There are numerous methods for determining log p, such as p-glycoprotein substrate, topological approaches, fragment approaches, CYP450 inhibitors for pharmacokinetic predictions, and Lipinski’s rule computation [13]. An online program called Osiris Property Explorer can be used to examine a molecule's toxicity profile. It looks for harmful consequences such as mutagenicity, tumorigenicity, irritability, and reproductive toxicity [14].

Energy Minimization

The MM2 Force field is applied using the Chem3D ultra extreme software module (Perkin Elmer Informatics), and iterations are carried out until the minimised conformation is achieved. It involves minimising the ligand’s energy [15].

Docking Studies and Visualization of Interactions

Molecular docking is employed to identify the orientation and interaction between proteins and ligands. The Autodock Tools 1.5.6 program was utilised in the current work to predict the binding energy of ligands with Glu : AMPA Receptor. The UCSF Chimaera version 1.17.3 software and Biovia Discovery Studio (Dassault Systems, V21.1.0.20298) are used to visualise the interactions between the receptor and ligand [16] [17] [18].

Synthetic Scheme

For the synthesis, the ligands with the best docking score and appropriate pharmacokinetic characteristics such as YG1, YG2, YG3, YG4, and YG5 are chosen. The Autodock version 1.5.6 software is used for the rescoring process in order to verify that the ligands are effective against the targets. The synthesis of the selected leads was carried out by the following scheme which was given in the figure 3

       
            Outline representation of scheme for the synthesis of ligands.png
       
    

Figure. No. 3 Outline representation of scheme for the synthesis of ligands

Synthetic Methodology

Step 1: General Procedure for Synthesis of Thiazolidinedione

A solution of Chloro acetic acid (5.64g, 0.06 mol) in 6 ml of water is mixed with a solution of thiourea (4.56g, 0.06 mol) in 6 ml of water in a 100 ml RBF. The mixture is stirred for 15 minutes when a white solid separates. To this solid, 6ml of concentrated HCl is added slowly from a dropping funnel. The flask is connected to a reflux condenser and heated gently to produce a complete solution after which the reaction mixture is stirred and refluxed for 8-10 hours at 100-110°C. On cooling the contents of the flask, the cluster of colourless crystalline products is separated. The product is filtered, washed with water to remove traces of HCl, and dried. It is purified and recrystallized by hot water or ethanol. Completion of the compound is confirmed using TLC using Benzene(8ml): Methanol (2) (2:0.5) as solvent system [19].

Step 2: General Procedure for 5-(substituted benzylidene)-2,4-thiazolidinediones (Intermediate ?)

Substituted benzaldehyde (0.1 mol) was added to 2,4- thiazolidinedione (117 g/mol) (0.1 mol) in toluene 10 ml in the presence of piperidine few drops and refluxed at 110 ?C for 6–7 h and then poured into ice-cooled water to precipitate out the corresponding TZD derivatives. TLC (ethyl acetate: n-hexane, 6:4) was used to verify the improvement of the process [20].

Step 3: General Procedure for the Synthesis of Mannich Base-Derived Thiazolidinediones

Solution of Substituted thiazolidinedione derivative (Intermediate ?) (0.1M) in DMF or ethanol (10 ml), formaldehyde (0.2M) is added with stirring. The reaction mixture is stirred at room temperature for 30 minutes to complete the reaction of formaldehyde. The solution of secondary amine (0.05 in DMF or ethanol is added dropwise and refluxed for several hours (5 to 8 hours) to complete the reaction. It is then poured into ice-cold water filtered off and washed with hot water. Finally, recrystallized from chloroform, and ethanol to give the final compounds [21].

Characterization

The TLC technique used either the iodine chamber method or the UV chamber method to visualise the chemical reaction and assess its completion by using the proper solvent system. The GunaTM melting point equipment was used to measure the melting temperatures of artificial compounds in open capillary tubes. Characterization of the synthesized compounds is done by using the UV spectra which was recorded using the Shimadzu UV 1900i with the aid of the Lab solutions software.

RESULT AND DISCUSSION

Active Site Prediction

The active site prediction details of the protein, are available in the Table 2


Table. No. 2 : Active site dimensions of the target protein

ATTRIBUTES

GLU:  AMPA RECEPTOR

Cavity size (x, y, z)

9, 17, 12

Centre (x, y, z)

31, 3, -14

Cavity volume (Å3)

572


Virtual Library of Ligands

The pharmacophoric features for the target include the hydrogen bond acceptor, hydrogen bond donor and aromatic group. Pharmacophore model generated through the Pharmit server consists of the features depicted as follows; Hydrogen Bond Donor (HBD) in white colour; Hydrogen bond Acceptor (HBA) in orange colour and Aromatic group (AG) in violet colour which was represented in the figure 4

       
            Pharmacophoric features of the target.png
       
    

Figure. No. 4 : Pharmacophoric features of the target

Docking

The Ramachandran plot analysis results indicate that the selected protein, predominantly (more than 90%) have their amino-acid residues situated within the most favored region as represented in the figure 5. The ligands designed were designated with ligand code YG-1 to YG-5 and found that they obey the Lipinski’s rule of five with absence of toxicity. The designed ligands were docked against the targets Glu : AMPA receptor and the results are tabulated in the table 3 along with its binding interaction and 3D view

       
            Ramachandran plot of selected protein.png
       
    

Figure. No. 5 : Ramachandran plot of selected protein


Table. No. 3 : Synthesized compounds binding scores and interaction with its 3D docking view

       
            Synthesized compounds binding scores and interaction with its 3D docking view.png
       
    

Characterization

The chosen five planned and optimised leads were purified by recrystallisation after being synthesised in accordance with the proper protocols. To verify the purity, TLC and the melting point were used. Table 4 lists the ligand’s structure and IUPAC name that were synthesised, and Table 5 describes their physical characteristics. The UV spectra was recorded for the synthesiszed compounds which was given in the figures  6, 7, 8, 9, 10 and its interpretation are tabulated in the table 6


Table. No. 4 : List of the compounds synthesizeddione

       
            List of the compounds synthesized.png
       


 Table. No. 5 : Physical properties of the synthesized compounds

LIGAND

CODE

MOLECULAR

WEIGHT

COLOUR /

APPEARANCE

SOLUBILITY

% YIELD

RF VALUE

 

MELTING

POINT

(?)

YG - 1

308.37

Ochre colour - Solid

DMSO, Ethanol

62%

0.85

140.05

YG – 2

320.41

Cream colour -Solid

DMSO, Ethanol

82%

0.83

93.67

YG - 3

350.43

Deep orange colour - Solid

DMSO, Ethanol

80%

0.91

140.79

YG - 4

432.49

Coffee brown colour - Solid

DMSO, Ethanol

81%

0.88

127.79

YG - 5

290.38

Vanilla colour - Solid

DMSO, Ethanol

78%

0.81

85.72


Table. No. 6 : UV interpretation of synthesized compounds

Compound code

? max

ABSORBANCE

YG - 1

323.5

0.780

YG – 2

343.5

1.081

YG - 3

352.5

0.664

YG - 4

353.5

0.868

YG - 5

323

0.874

 

       
            UV spectrum of YG - 1.png
       

    Figure. No. 6 : UV spectrum of YG - 1


       
            UV spectrum of YG - 2.png
       
  

Figure. No. 7 : UV spectrum of YG - 2

       
            UV spectrum of YG - 3.png
       
    

Figure. No. 8 : UV spectrum of YG - 3

       
            UV spectrum of YG - 4.png
       
    

Figure. No. 9 : UV spectrum of YG - 4

       
            UV spectrum of YG-5.png
       
    

Figure. No. 10: UV spectrum of YG-5

CONCLUSION

The current work sheds light on derivatives of 2,4-thiazolidinedione as strong anti-convulsants. Using the Autodock program, the freshly created compounds were docked against the Glu:AMPA receptor (1.5.6). The five new compounds that were synthesised were found to be non-toxic, to have drug-like properties, and to follow Lipinski's rule of five. TLC and melting point were used to evaluate the purity of the compounds after all five leads were synthesised. Analytical methods like UV spectroscopy were used to characterise the compounds.

ACKNOWLEDGEMENTS

We express our sincere thanks to the Department of Pharmaceutical Chemistry, College of Pharmacy, Madras Medical College, Chennai for providing necessary facilities for the research work.

AUTHORS CONTRIBUTION

All authors have contributed equally

FINANCIAL SUPPORT

There is no funding to report

CONFLICTS OF INTEREST

The author declares there is no conflict of interest.

ETHICAL APPROVALS

This study does not involve experiments on animals or human subjects.

DATA AVAILABILITY

All data generated and analysed are included in this research article.

REFERENCES

  1. Angalakuditi M, Angalakuditi N. A comprehensive review of the literature on epilepsy in selected countries in emerging markets. Neuropsychiatr Dis Treat. 2011;7:585-97. doi: 10.2147/NDT.S24966. Epub 2011 Sep 29. PMID: 22003298; PMCID: PMC3191871.
  2. Stafstrom CE, Carmant L. Seizures and epilepsy: an overview for neuroscientists. Cold Spring Harb Perspect Med. 2015 Jun 1;5(6):a022426. doi: 10.1101/cshperspect.a022426. PMID: 26033084; PMCID: PMC4448698.
  3. https://www.chemicalbook.com/ChemicalProductProperty_EN_CB6675365.htm
  4. https://en.wikipedia.org/wiki/Anticonvulsant.
  5. Barker-Haliski M., White H.S. “AMPA Receptors as a Molecular Target in Epilepsy Therapy.” PMC 2011;4506648. Available at : https://pmc.ncbi.nlm.nih.gov/articles/PMC4506648/
  6. Nnyigide OS, Nnyigide TO, Lee SG, Hyun K (2022) Protein repair and analysis server: a web server to repair PDB structures, add missing heavy atoms and hydrogen atoms, and assign secondary structures by amide interactions. J Chem Inf Model 62(17):4232–4246. https:// doi. org/ 10. 1021/ acs.jcim. 2c005 71
  7. Liu Y, Yang X, Gan J, Chen S, Xiao ZX, Cao Y (2022) CB-Dock2: improved protein-ligand blind docking by integrating cavity detection, docking and homologous template fitting. Nucleic Acids Res 50(W1):W159–W164. https:// doi. org/ 10. 1093/ nar/ gkac3 94
  8. Sunseri J, Koes DR (2016) Pharmit: interactive exploration of chemicalspace. Nucleic Acids Res 44:W442–W448. https:// doi. org/ 10. 1093/ nar/gkw287
  9. ACD/Labs. (n.d.). ChemSketch Freeware. Retrieved from [https://www.acdlabs.com]
  10. Kim S, Thiessen PA, Bolton EE, Chen J, Fu G, Gindulyte A, Han L, He J, He S, Shoemaker BA, Wang J, Yu B, Zhang J, Bryant SH. PubChem Substance and Compound databases. Nucleic Acids Res. 2016 Jan 4;44(D1): D1202-13. Doi: 10.1093/nar/gkv951. Epub 2015 Sep 22. PMID: 26400175; PMCID: PMC4702940.
  11. Irwin JJ, Tang KG, Young J, Dandarchuluun C, Wong BR, Khurelbaatar M, Moroz YS, Mayfield J, Sayle RA. ZINC20-A Free Ultralarge-Scale Chemical Database for Ligand Discovery. J Chem Inf Model. 2020 Dec 28;60(12):6065-6073. doi: 10.1021/acs.jcim.0c00675.Epub 2020 Oct 29. PMID: 33118813; PMCID: PMC8284596.
  12. Ahire ED, Sonawane VN, Surana KR, Talele GS (2021) Drug Discovery, druglikeness screening, and bioavailability: development of drug-likeness rule for natural products. Applied pharmaceutical practice and nutraceuticals, 1st edn. Apple Academic Press, New Jersey, p 18
  13. Daina A, Michielin O, Zoete V (2017) SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep 7:42717. https:// doi. org/ 10. 1038/ srep4 2717
  14. Sander T (2001) OSIRIS property explorer. Organic chemistry portal. https:// www. organ ic- chemi stry. org/ prog/ peo
  15. Cousins KR. Computer review of ChemDraw Ultra 12.0. J Am Chem Soc. 2011 Jun 1;133(21):8388. doi: 10.1021/ja204075s. Epub 2011 May 11. PMID: 21561109.
  16. Biovia D, Berman H, Westbrook J, Feng Z, Gilliland G, Bhat T, Richmond T (2016) Dassault Systemes BIOVIA, Discovery Studio Visualizer, v. 17.2. Dassault Systemes, San Diego, pp 0021–9991.
  17. Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, Ferrin TE (2004) UCSF Chimera–a visualization system for exploratory research and analysis. J Comput Chem 25(13):1605–1612. https:// doi. org/ 10. 1002/ jcc. 20084
  18. Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) Autodock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem 16:2785–2791
  19. Dadasaheb K, Jain N, Vijay J, Kashid G. Design synthesis and evaluation of novel thiazolidinedione derivatives as antidiabetic agents. Pharma Innov J. 2017;6:390-8.
  20. Sujatha B, Chennamsetty S, Chintha V, Wudayagiri R, Prasada Rao K. Synthesis and anti-diabetic activity evaluation of phosphonates containing thiazolidinedione moiety. Phosphorus, Sulphur, and Silicon and the Related Elements. 2020 Jul 2;195(7):586-91.
  21. Jiwane SK, Singh VK, Namdeo KP, Prajapati SK. Synthesis of some novel 2, 4-thiazolidinedione derivatives and their biological screening as antidiabetic agents. Asian Journal of Chemistry. 2009 Aug 10;21(7):50688

Reference

  1. Angalakuditi M, Angalakuditi N. A comprehensive review of the literature on epilepsy in selected countries in emerging markets. Neuropsychiatr Dis Treat. 2011;7:585-97. doi: 10.2147/NDT.S24966. Epub 2011 Sep 29. PMID: 22003298; PMCID: PMC3191871.
  2. Stafstrom CE, Carmant L. Seizures and epilepsy: an overview for neuroscientists. Cold Spring Harb Perspect Med. 2015 Jun 1;5(6):a022426. doi: 10.1101/cshperspect.a022426. PMID: 26033084; PMCID: PMC4448698.
  3. https://www.chemicalbook.com/ChemicalProductProperty_EN_CB6675365.htm
  4. https://en.wikipedia.org/wiki/Anticonvulsant.
  5. Barker-Haliski M., White H.S. “AMPA Receptors as a Molecular Target in Epilepsy Therapy.” PMC 2011;4506648. Available at : https://pmc.ncbi.nlm.nih.gov/articles/PMC4506648/
  6. Nnyigide OS, Nnyigide TO, Lee SG, Hyun K (2022) Protein repair and analysis server: a web server to repair PDB structures, add missing heavy atoms and hydrogen atoms, and assign secondary structures by amide interactions. J Chem Inf Model 62(17):4232–4246. https:// doi. org/ 10. 1021/ acs.jcim. 2c005 71
  7. Liu Y, Yang X, Gan J, Chen S, Xiao ZX, Cao Y (2022) CB-Dock2: improved protein-ligand blind docking by integrating cavity detection, docking and homologous template fitting. Nucleic Acids Res 50(W1):W159–W164. https:// doi. org/ 10. 1093/ nar/ gkac3 94
  8. Sunseri J, Koes DR (2016) Pharmit: interactive exploration of chemicalspace. Nucleic Acids Res 44:W442–W448. https:// doi. org/ 10. 1093/ nar/gkw287
  9. ACD/Labs. (n.d.). ChemSketch Freeware. Retrieved from [https://www.acdlabs.com]
  10. Kim S, Thiessen PA, Bolton EE, Chen J, Fu G, Gindulyte A, Han L, He J, He S, Shoemaker BA, Wang J, Yu B, Zhang J, Bryant SH. PubChem Substance and Compound databases. Nucleic Acids Res. 2016 Jan 4;44(D1): D1202-13. Doi: 10.1093/nar/gkv951. Epub 2015 Sep 22. PMID: 26400175; PMCID: PMC4702940.
  11. Irwin JJ, Tang KG, Young J, Dandarchuluun C, Wong BR, Khurelbaatar M, Moroz YS, Mayfield J, Sayle RA. ZINC20-A Free Ultralarge-Scale Chemical Database for Ligand Discovery. J Chem Inf Model. 2020 Dec 28;60(12):6065-6073. doi: 10.1021/acs.jcim.0c00675.Epub 2020 Oct 29. PMID: 33118813; PMCID: PMC8284596.
  12. Ahire ED, Sonawane VN, Surana KR, Talele GS (2021) Drug Discovery, druglikeness screening, and bioavailability: development of drug-likeness rule for natural products. Applied pharmaceutical practice and nutraceuticals, 1st edn. Apple Academic Press, New Jersey, p 18
  13. Daina A, Michielin O, Zoete V (2017) SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci Rep 7:42717. https:// doi. org/ 10. 1038/ srep4 2717
  14. Sander T (2001) OSIRIS property explorer. Organic chemistry portal. https:// www. organ ic- chemi stry. org/ prog/ peo
  15. Cousins KR. Computer review of ChemDraw Ultra 12.0. J Am Chem Soc. 2011 Jun 1;133(21):8388. doi: 10.1021/ja204075s. Epub 2011 May 11. PMID: 21561109.
  16. Biovia D, Berman H, Westbrook J, Feng Z, Gilliland G, Bhat T, Richmond T (2016) Dassault Systemes BIOVIA, Discovery Studio Visualizer, v. 17.2. Dassault Systemes, San Diego, pp 0021–9991.
  17. Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, Ferrin TE (2004) UCSF Chimera–a visualization system for exploratory research and analysis. J Comput Chem 25(13):1605–1612. https:// doi. org/ 10. 1002/ jcc. 20084
  18. Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) Autodock4 and AutoDockTools4: automated docking with selective receptor flexibility. J Comput Chem 16:2785–2791
  19. Dadasaheb K, Jain N, Vijay J, Kashid G. Design synthesis and evaluation of novel thiazolidinedione derivatives as antidiabetic agents. Pharma Innov J. 2017;6:390-8.
  20. Sujatha B, Chennamsetty S, Chintha V, Wudayagiri R, Prasada Rao K. Synthesis and anti-diabetic activity evaluation of phosphonates containing thiazolidinedione moiety. Phosphorus, Sulphur, and Silicon and the Related Elements. 2020 Jul 2;195(7):586-91.
  21. Jiwane SK, Singh VK, Namdeo KP, Prajapati SK. Synthesis of some novel 2, 4-thiazolidinedione derivatives and their biological screening as antidiabetic agents. Asian Journal of Chemistry. 2009 Aug 10;21(7):50688

Photo
Yamuna V.
Corresponding author

Department of Pharmaceutical Chemistry, College of Pharmacy, Madras Medical College, Chennai

Photo
Guhan G.
Co-author

Department of Pharmaceutical Chemistry, College of Pharmacy, Madras Medical College, Chennai

Yamuna V.*, Guhan G., 2,4-Thiazolidinedione Derivatives - Design, In - Silico Studies and Characterization as Anti - Convulsant Agents, Int. J. of Pharm. Sci., 2024, Vol 2, Issue 12, 2195-2204. https://doi.org/10.5281/zenodo.14488483

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