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Updated: Jan 31, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Advancing Drug Repurposing for Rheumatoid Arthritis: Integrating Protein-Protein Interaction, Molecular Docking, and
Krishna Swaroop Akey1, Bharat Kumar Reddy Sanapalli2, Dilep Kumar Sigalapalli3
1Department of Pharmaceutical Chemistry, Shri Vile Parle Kelavani Mandal's College of Pharmacy, Shirpur 425421, MH, India.
This study repurposed FDA-approved drugs for rheumatoid arthritis (RA) treatment. Computational methods identified Rifampicin, Telmisartan, Danazol, and Pimozide as promising candidates targeting key RA proteins.
Area of Science:
- Computational drug discovery
- Network pharmacology and molecular dynamics simulations
- Drug repurposing for autoimmune diseases
Background:
- Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease causing joint destruction, morbidity, and mortality.
- Current RA treatments like NSAIDs, DMARDs, and biologics have limitations and side effects.
- There is a need for novel therapeutic agents with improved efficacy and safety profiles.
Purpose of the Study:
- To explore drug repurposing for identifying novel rheumatoid arthritis (RA) therapeutics.
- To utilize existing FDA-approved drugs as potential treatments for RA.
- To apply an integrated computational strategy for drug candidate prioritization.
Main Methods:
- Constructed a protein-protein interaction (PPI) network from 2723 RA-associated genes.
- Identified five central targets: TNF-α, IL-6, IL-1β, STAT3, and AKT1.
- Screened 2637 FDA-approved drugs, followed by molecular docking and 100 ns molecular dynamics simulations for validation.
Main Results:
- Identified Rifampicin, Telmisartan, Danazol, and Pimozide as promising drug repurposing candidates for RA.
- These candidates demonstrated strong binding affinities and stable complex formation with key RA targets (TNF-α, IL-6, IL-1β, STAT3).
- A sequential funnel approach integrating network data and simulations prioritized high-confidence drug candidates.
Conclusions:
- Repurposing FDA-approved drugs offers a cost-effective and time-efficient strategy for discovering new RA therapies.
- This study highlights the potential of targeting key RA proteins with existing medications.
- The identified drug candidates warrant further investigation for clinical efficacy in rheumatoid arthritis treatment.
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