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Updated: May 24, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
FReDoWS: a method to automate molecular docking simulations with explicit receptor flexibility and snapshots
Karina S Machado1, Evelyn K Schroeder, Duncan D Ruiz
1LABIO - Laboratório de Bioinformática, Modelagem e Simulação de Biossistemas, PPGCC, Faculdade de Informática, PUCRS, Av, Ipiranga, 6681 - Prédio 32, Sala 602, 90619-900, Porto Alegre, RS, Brazil.
We developed a Flexible-Receptor Docking Workflow System (FReDoWS) to automate molecular docking simulations. This system accounts for receptor flexibility, accelerating virtual screening for drug discovery and improving the understanding of receptor-ligand interactions.
Area of Science:
- Computational chemistry
- Drug discovery
- Biophysics
Background:
- Molecular docking is crucial for structure-based drug design.
- Traditional methods often treat receptors as rigid, ignoring their inherent flexibility.
- Accounting for macromolecular flexibility in docking is challenging but essential for accurate modeling.
Purpose of the Study:
- To develop an automated workflow system for molecular docking simulations using fully-flexible receptor models.
- To accelerate virtual screening by incorporating a snapshot selection feature.
- To investigate the role of receptor flexibility in ligand binding.
Main Methods:
- Development of the Flexible-Receptor Docking Workflow System (FReDoWS).
- Implementation of a snapshot selection feature for accelerated virtual screening.
- Application of FReDoWS to dock ligands to flexible models of Mycobacterium tuberculosis InhA enzyme and its mutants.
Main Results:
- FReDoWS successfully automates complex molecular docking simulations.
- The snapshot selection feature accelerates virtual screening processes.
- All four tested ligands demonstrated effective binding to the flexible InhA models, consistent with experimental data.
Conclusions:
- FReDoWS automates labor-intensive computational tasks in molecular docking.
- The system's user-friendly interface allows parameter customization.
- FReDoWS facilitates the exploration of flexibility's role in receptor-ligand interactions and can be made available upon request.
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