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Updated: Feb 6, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Protein-small molecule docking with receptor flexibility in iMOLSDOCK.
1Centre of Advanced Study in Crystallography and Biophysics, University of Madras, Guindy Campus, Chennai, 600025, India.
The iMOLSDOCK technique now effectively docks nonpeptide small molecules to proteins. This enhanced induced-fit docking method shows improved accuracy over existing tools like GOLD and AutoDock Vina.
Area of Science:
- Computational chemistry
- Structural biology
- Drug discovery
Background:
- The iMOLSDOCK technique was previously developed for induced-fit peptide-protein docking.
- Accurate protein-ligand docking is crucial for drug discovery and understanding biological interactions.
Purpose of the Study:
- To extend the iMOLSDOCK technique for docking nonpeptide small molecule ligands to receptor proteins.
- To benchmark and validate the performance of the extended iMOLSDOCK against established docking tools.
Main Methods:
- Utilized the mutually orthogonal Latin squares (MOLSs) technique to sample ligand and receptor flexibility.
- Extended iMOLSDOCK to accommodate nonpeptide small molecules in docking simulations.
- Validated the method using a dataset of 34 protein-ligand complexes and the Astex Diverse dataset.
Main Results:
- The extended iMOLSDOCK demonstrated superior performance compared to GOLD v5.2.1 and AutoDock Vina.
- The method achieved accurate prediction of optimal poses and conformations for nonpeptide ligands.
- Increased computational time was observed, indicating a trade-off between accuracy and speed.
Conclusions:
- The enhanced iMOLSDOCK is a powerful tool for flexible receptor docking of nonpeptide small molecules.
- This advancement in induced-fit docking can aid in rational drug design and lead optimization.
- The freely available MOLS 2.0 software facilitates broader application in the scientific community.
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