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Updated: May 26, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Application of conformational clustering in protein-ligand docking
Giovanni Bottegoni1, Walter Rocchia, Andrea Cavalli
1Department of Drug Discovery and Development, Istituto Italiano di Tecnologia, Genova, Italy.
Abstract:
Protein-Ligand docking is a powerful technique routinely employed in structure-based drug design. Despite many reported success stories, docking is not always able to provide an accurate and easily interpretable prediction of the structure of the bound complex formed by a small organic molecule and a pharmacologically relevant target. Cluster analysis can represent a versatile and readily available postprocessing tool to be employed in combination with protein-ligand docking to simplify the evaluation of the results and help to overcome present limitations of docking protocols.
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