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Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
An Improved Free Energy Perturbation FEP+ Sampling Protocol for Flexible Ligand-Binding Domains
Filip Fratev1,2, Suman Sirimulla3
1Department of Pharmaceutical Sciences, School of Pharmacy, University of Texas at El Paso, El Paso, TX, 79968, USA.
This study enhances free energy perturbation (FEP+) calculations for drug discovery by optimizing replica exchange with solute tempering (REST) sampling. The improved protocol yields more accurate binding affinity predictions, aiding pharmaceutical lead optimization.
Area of Science:
- Computational chemistry
- Molecular modeling
Background:
- Free energy perturbation (FEP) calculations, particularly FEP+, are valuable for pharmaceutical lead optimization.
- Existing FEP+ protocols can be refined for enhanced accuracy in binding affinity predictions.
Purpose of the Study:
- To propose and validate a modified FEP/REST (replica exchange with solute tempering) sampling protocol.
- To improve the accuracy and precision of FEP+ binding affinity predictions.
Main Methods:
- Extended pre-REST sampling times (0.24 ns/λ to 5 ns/λ and 2×10 ns/λ).
- Increased REST simulation duration (5 ns to 8 ns) for convergence.
- Applied REST to the entire ligand and flexible protein residues (pREST region) within the ligand binding domain (LBD).
- Utilized preliminary molecular dynamics (MD) runs for accurate binding mode determination and alignment.
Main Results:
- Achieved more precise ∆∆G values, including correct transformation signs and reduced error.
- Demonstrated improved FEP+ predictions for flexible-loop motions and significant structural changes.
- Observed considerable improvements in FEP+ results across multiple targets by implementing the pREST region strategy.
Conclusions:
- The modified FEP/REST protocol significantly enhances the accuracy of binding affinity predictions.
- Extended sampling times and broader application of REST improve free energy calculations.
- This optimized protocol holds potential for further increasing FEP+ accuracy in drug discovery efforts.
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