Integrated Strategies for Designing Novel Thiazolidine-2, 4-Dione-Oxazole Derivatives as PPAR-γ Agonists: 3D-QSAR, Virtual Screening and Molecular Dynamics Simulations
In this study, we employed integrated approaches such as 3D-QSAR, pharmacophore design, virtual screening and molecular dynamics simulations to explore PPAR-[Formula: see text] agonists using pharmacophore features of oxazol-4-ylmethyl moiety. Novel PPAR-[Formula: see text] agonists were designed based on atom- and field-based 3D-QSAR studies. Atom-based 3D-QSAR models for reported statistical values of [Formula: see text], [Formula: see text] and Pearson [Formula: see text] with a low RMSE value of 0.26. While field-based 3D-QSAR models for the same derivatives showed [Formula: see text], [Formula: see text] and Pearson [Formula: see text] with a low RMSE value of 0.24. The pharmacophore model AAHNR_1 was selected as the best, with a survival score of 6.367. [Formula: see text]-Group enumeration tools generated a total of 3880 compounds, with 1900 in Core 1 and 1980 in Core 2. Pharmacophore-based virtual screening identified a series of compounds V1-20 and compounds H1-9 with fitness scores ranging from 1.675 to 0.638. Docking analysis revealed that compounds H1, H2, V19 and V15 exhibited good docking scores. In molecular dynamic study, the collective findings highlight that all screened ligands exhibited good binding interactions with ligands. The present study may be used for further development and synthesis of novel PPAR-[Formula: see text] agonists.
Authors
- Shankar Gupta (ORCID: https://orcid.org/0000-0003-3393-6465)
- Saurabh Jain (ORCID: https://orcid.org/0000-0002-0071-4068)
- Nasir Vadia (ORCID: https://orcid.org/0000-0003-1861-0336)
- Mehdi Irani (ORCID: https://orcid.org/0000-0002-7409-7760)
- Vivek Asati (ORCID: https://orcid.org/0000-0003-4990-7757)
Institutions
- University of Kurdistan (IR)
- Marwadi University (IN)
- Indo Soviet Friendship College of Pharmacy (IN)
Publication Details
- Journal
- Journal of Computational Biophysics and Chemistry
- Published
- 2025-04-24
- DOI
- https://doi.org/10.1142/s2737416525500516
- Primary Topic
- Eicosanoids and Hypertension Pharmacology
- Type
- article
- Field-Weighted Citation Impact
- 0.00