View Article

Abstract

Defective insulin secretion and resistance to insulin action leads to diabetes mellitus. The oral hypoglycemic agents, such as thiazolidinediones (PPAR?agonists) attenuate insulin resistance. Despite the use of well-planned dosage regimens of oral hypoglycemic agents/insulin or both, the prevention and control of this pathological condition is still a challenging task. There are numerous thiazolidinediones available in the chemical space which are still not explored for their therapeutic efficacy. Implementation of rational approaches makes the drug discovery process more goal-oriented and saves resources in terms of time and money. By considering the ongoing research on Aldose reductase inhibitors as antidiabetic agents, fifty thiazolidine-2,4-dione analogs (1-50) were designed to investigate their in silico drug-likeness profile and in silico binding pattern with Aldose reductase inhibitor receptor. Online tools, such as molinspiration and SwissADME were utilized to calculate drug-likeness properties of the designed compounds. All the compounds were found to obey the Lipinski Rule of Five and some of them have shown violations, indicating their good oral absorption. Calculation of synthetic accessibility score and bioavailability score of the selected compounds enabled us to understand the structure complexity, feasibility in their synthesis and their predicted bioavailability. Docking studies of ligands 1-50 was performed by using 1PWM,1PWL as target protein (Aldose reductase inhibitor isoform) and marketed thiazolidine-2,4-dione analogue, Fidarestat , Minalrestat respectively as a reference compound. The results indicated that interaction of ligand with key amino acid residues, TRP20, TYR48, HIS110, TRP111, LEU300 was important as they were observed in the docking analysis of reference Fidarestat, Minalrestat. The binding pattern of compounds 8, 14 and 15 were found to be similar to Fidarestat, Minalrestat. Thus, the outcomes of the study demonstrated the in-silico potential of above mentioned compounds as Aldose reductase inhibitors.

Keywords

Aldose reductase inhibitors, Fidarestat, Minalrestat, Thiazolidine-2,4-dione, Drug-likeness analysis, Docking studies.

Reference

  1. Jiri D, Jan B: Computational tools for designing and engineering, Current Opinion in Chemical Biology (2009), 13:26-34. DOI 10.1016/j.cbpa.2009.02.021.
  2. Vsevolod K: Computational approaches streamlining drug discovery, (2023), 616:673–685.
  3. Amol BD, Jayprabha RD, Hrushikesh VW, Rushikesh BS: The Stages of Drug Discovery and Development Process, Asian Journal of Pharmaceutical Research & Development, (2019), 7(6):62-67.
  4. Samuel AA, Gabriel NV, Itzia Irene PM, José CB, Diana AG: A new symmetrical thiazolidinedione derivative: In silico design, synthesis, and in vivo evaluation on a streptozotocin-induced rat model of diabetes. Processes, (2021), 9:1294. Doi: https://doi.org/10.3390/pr9081294.
  5. Sameeh MY, Khowdiary MM, Nassar HS, Abdelall MM, Amer HH, Hamed A, Elhenawy AA: Thiazolidinedione derivatives: In silico, in vitro, antioxidant and antidiabetic evaluation, Molecules, (2022), 27:830.
  6. Lipinski CA, Lombardo F, Dominy BW, Feeney PJ: Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Advanced Drug Delivery Reviews, (2001), 46(1–3):3–26. doi:10.1016/S0169 409X (00)00129-0 49.
  7. Geetha B, Swarnalatha G, Subba Reddy GV: Microwave-assisted synthesis, QSAR, and molecular docking studies of 2,4-thiazolidinedione derivatives. Rasayan Journal of Chemistry, (2019), 12(3):1063-1071.
  8. Hanine H and Menana E: In silico discovery of anti-SARS-CoV-2 agents via docking screening and ADMET properties. Veterinary Research, (2007), 38:2006055.
  9. Swathi N, Ramu Y, Subrahmanyam CVS, Satyanarayana K: Synthesis, quantum mechanical calculation and biological evaluation of 5-(4-substituted aryl/heteroarylmethylidene)-1,3-thiazolidine-2,4-diones. International Journal of Pharmacy and Pharmaceutical Sciences, (2012), 4(1):561-566.
  10. Sravya J, Mira S, Gautham Y, Ann Marie S, Ravichandran R: Aldose Reductase: An Emerging Target for Development of Interventions for Diabetic Cardiovascular Complications. Front Endocrinol (Lausanne), (2021), 12: 636267. doi: 10.3389/fendo.2021.636267.
  11. Jez JM, Penning TM: The aldo-keto reductase (AKR) superfamily: an update. Chem-Biol Interact, (2001), 130-132(1-3):499–525. Doi: 10.1016/S0009-2797(00)00295-7.
  12. Drug-likeness evaluation using molinspiration, Available online at https://molinspiration.com/ [Accessed on 10th May 2023].
  13. SwissADME for prediction of molecular properties. Available online: https://www.swissadme.ch/ Accessed on 26 April 2023.
  14. Osiris Property Explorer, Available online: https://www.organic-chemistry.org/prog/peo/ Accessed on 4 January 2024.
  15. CB Dock for docking studies, Available online: https://cadd.labshare.cn/cb-dock/php/blinddock.php Accessed on 24th April 2024.
  16. Target Protein structure from PDB- Protein DataBank, Available online at https://www.rcsb.com/ [Accessed on 24th April 2023].
  17. Biovia Discovery Studio, https://www.3ds.com/products/biovia/discovery-studio Accessed on 24th April 2024.

Photo
Swathi Naraparaju
Corresponding author

Department of Pharmaceutical Chemistry, Gokaraju Rangaraju College of Pharmacy, Hyderabad, 500090, Telangana, India

Photo
Sandeep Manda
Co-author

Department of Pharmaceutical Chemistry, Gokaraju Rangaraju College of Pharmacy, Hyderabad, 500090, Telangana, India

Photo
Tejasree Dasagiri
Co-author

Department of Pharmaceutical Chemistry, Gokaraju Rangaraju College of Pharmacy, Hyderabad, 500090, Telangana, India

Photo
Vaishnavi Dhabde
Co-author

Department of Pharmaceutical Chemistry, Gokaraju Rangaraju College of Pharmacy, Hyderabad, 500090, Telangana, India

Photo
Yogasree Tiruvaipati
Co-author

Department of Pharmaceutical Chemistry, Gokaraju Rangaraju College of Pharmacy, Hyderabad, 500090, Telangana, India

Sandeep Manda, Tejasree Dasagiri, Vaishnavi Dhabde, Yogasree Tiruvaipati, Swathi Naraparaju*, Design And in Silico Screening of Thiazolidine-2,4-Dione Analogs as Potential Aldose Reductase Inhibitors, Int. J. of Pharm. Sci., 2024, Vol 2, Issue 12, 544-565. https://doi.org/10.5281/zenodo.14277494

More related articles
Unraveling The Neurobiological Mechanisms And Ther...
Arnab Roy, Prof. (Dr) K. Rajeswar Dutt, Maheswar Prasad Deep, Abr...
Methods For Removal of Heavy Metal from Environmen...
Dr. Hina Bagada, Bhupendra Mahla, ...
Formulation Development and Evaluation of Herbal C...
Khandagale. S. S, Salve Dvitiya S, Dabhade Sakhi K., Madane Samna...
Formulation and Evaluation of Kalanchoe Pinnata Syrup: A Pharmaceutical Dosage F...
Ravula Tulasi Naga Pavan Kumar, Boddani Sunil, Pattem Sirsha, Suma Sri Potti, Ayennedi Kusuma Lalith...
Ipomoea obscura (L.) Ker Gawl: Unveiling the Multifaceted Pharmacological Potent...
Razana Binth Yoosuf P, Neethu Varghese, Sethu R, Rahila, Shafnaz Abdul Rahman, Rubayyath K, Digi Dav...
Overview of Microspheres: An Advanced Drug Delivery System...
Bhushan Shewale, Shraddha Bhavsar, Dr. Gokul Talele, Jayashree Bhamre, ...
Related Articles
Formulation And Evaluation Of Tridax Procumbens Emulgel...
Bhapkar Sachin Anandrao , Kshirsagar M.B, Garje S.Y, Sayyed G. A., ...
Ban On Hookah Smoking- An Applaudable Law Passed By The State Of Haryana Safegua...
J.C. Balachandar, M. Jayachandran, Shiv Swaroop Singh IRS, Saanvi Agrawal, S. Irshad Ahamed, A. Ayes...
Printing The Future Of Medicine: Unraveling The Potential Of 3d Printing In Drug...
Anagha S RAJ , Ajith chandran , Jasnath P, Murshed , ...
Formulation And Evaluation of Anti Acne Facewash...
K. K .Fidha Afeesa , Binasin Shahala Muhammed, Erfana Ismail, Fathima Fida C. A., Fayiz U. K., Venki...
Unraveling The Neurobiological Mechanisms And Therapeutic Challenges In Anxiety ...
Arnab Roy, Prof. (Dr) K. Rajeswar Dutt, Maheswar Prasad Deep, Abrarul Haque, Archana Rani, Nahida Kh...
More related articles
Unraveling The Neurobiological Mechanisms And Therapeutic Challenges In Anxiety ...
Arnab Roy, Prof. (Dr) K. Rajeswar Dutt, Maheswar Prasad Deep, Abrarul Haque, Archana Rani, Nahida Kh...
Formulation Development and Evaluation of Herbal Candy Containing Lantana Camara...
Khandagale. S. S, Salve Dvitiya S, Dabhade Sakhi K., Madane Samnath J. , Mahalkar Ram B. , Patil Omk...
Unraveling The Neurobiological Mechanisms And Therapeutic Challenges In Anxiety ...
Arnab Roy, Prof. (Dr) K. Rajeswar Dutt, Maheswar Prasad Deep, Abrarul Haque, Archana Rani, Nahida Kh...
Formulation Development and Evaluation of Herbal Candy Containing Lantana Camara...
Khandagale. S. S, Salve Dvitiya S, Dabhade Sakhi K., Madane Samnath J. , Mahalkar Ram B. , Patil Omk...