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Author Spotlight: Purifying High-Quality Tubulin to Study Protein Dynamics and Therapeutic Applications
Published on: October 11, 2024
Identification of 1,3,4-oxadiazoles as tubulin-targeted anticancer agents: a combined field-based 3D-QSAR,
Agnidipta Das1, Manaswini Sarangi1, Kailash Jangid2
1Department of Pharmaceutical Sciences and Natural Products, Central University of Punjab, Bathinda, India.
Abstract:
Cancer is one of the most prominent causes of death worldwide and tubulin is a crucial protein of cytoskeleton that maintains essential cellular functions including cell division as well as cell signalling, that makes an attractive drug target for cancer drug development. 1,3,4-oxadiazoles disrupt microtubule causing G2-M phase cell cycle arrest and provide anti-proliferative effect. In this study, field-based 3D-QSAR models were developed using 62 bioactive anti-tubulin 1,3,4-oxadiazoles. The best model characterized by PLS factor 7 was rigorously validated using various statistical parameters. Generated 3D-QSAR model having high degree of confidence showed favourable and unfavourable contours around 1,3,4-oxadiazole core that assisted in defining proper spatial positioning of desired functional groups for better bioactivity. A five featured pharmacophore model (AAHHR_1) was developed using same ligand library and validated through enrichment analysis (BEDROC160.9 value = 0.59, Average EF 1% = 27.05, and AUC = 0.74). Total 30,212 derivatives of 1,3,4-oxadiazole obtained from PubChem database was prefiltered through validated pharmacophore model and docked in XP mode on binding cavity of tubulin protein (PDB code: 1SA0) which led into the identification of 11 HITs having docking scores between -7.530 and -9.719 kcal/mol while the reference compound Colchicine exerted docking score of -7.046 kcal/mol. Following the analysis of MM-GBSA and ADME studies, HIT1 and HIT4 emerged as the two promising hits. To verify their thermodynamic stability at the target site, molecular dynamic simulations were carried out. Both HITs were further subjected to DFT analysis to determine their HOMO-LUMO energy gap for ensuring their biological feasibility. Finally, molecular docking based structural exploration for 1,3,4-oxadiazoles to set up a lead of Formula I for further advancements of tubulin polymerization inhibitors as anti-cancer agents.Communicated by Ramaswamy H. Sarma.
Insights
Researchers developed computational models to identify novel 1,3,4-oxadiazole compounds as potential anti-cancer drugs targeting tubulin. Promising candidates were identified through molecular docking and simulations, paving the way for new cancer therapies.
Area of Science:
- Medicinal Chemistry
- Computational Chemistry
- Pharmacology
Background:
- Cancer remains a leading global cause of death, necessitating novel therapeutic strategies.
- Tubulin, a key cytoskeletal protein, is a validated target for anti-cancer drug development.
- 1,3,4-oxadiazole derivatives have shown promise by disrupting microtubules and inducing cell cycle arrest.
Purpose of the Study:
- To develop and validate 3D-QSAR and pharmacophore models for 1,3,4-oxadiazole anti-tubulin agents.
- To virtually screen a large library of 1,3,4-oxadiazole derivatives against tubulin.
- To identify and characterize novel hit compounds with potential anti-cancer activity.
Main Methods:
- Field-based 3D-QSAR modeling and pharmacophore development (AAHHR_1).
- Virtual screening of 30,212 1,3,4-oxadiazole derivatives using the validated pharmacophore model.
- Molecular docking (XP mode) against tubulin (PDB: 1SA0), followed by MM-GBSA, ADME, molecular dynamics, and DFT analyses.
Main Results:
- A robust 3D-QSAR model and a validated five-featured pharmacophore model (AAHHR_1) were generated.
- Virtual screening identified 11 HITs with potent docking scores, outperforming the reference Colchicine.
- HIT1 and HIT4 were selected as promising candidates based on docking, MM-GBSA, ADME, molecular dynamics, and DFT analyses.
Conclusions:
- The study successfully established a lead compound of Formula I based on 1,3,4-oxadiazoles.
- Identified HITs demonstrate significant potential as tubulin polymerization inhibitors for anti-cancer drug advancement.
- Computational approaches provide a foundation for the rational design of novel anti-cancer agents targeting tubulin.
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