bioRxivBiophysicsPreprint
Enhanced Sampling Enables Binding Site Water Reorganization in Polarizable Absolute Binding Free Energy Calculations
Marharyta BlazhynskaiD, Narjes AnsariiD, Louis LagardèreiD, Jean‐Philip PiquemaliD
Abstract
Water molecules play a critical role in mediating protein-ligand interactions by forming hydrogen-bonding networks and contributing to ligand solvation. However, their behavior- ranging from rapid solvent exchange to persistent occupancy of buried sites- makes accurate binding free-energy estimation with molecular dynamics challenging. Inadequate sampling of water reorganization can bias computed affinities and obscure key interactions by preventing representative hydration states during calculations. To address this, we employ the polarizable AMOEBA force field together with Lambda-ABF-OPES, an integrated enhanced-sampling framework combining lambda-dynamics, multiple-walker adaptive biasing force, and on-the-fly probability enhanced sampling. AMOEBA provides a polarizable description of protein--ligand, ligand--water, and protein--water interactions, while the dynamic alchemical coordinate and adaptive biasing facilitate exploration of coupled ligand-pocket-solvent configurations during ligand decoupling. This construction allows water exchange, binding-site rehydration and solvent reorganization to emerge along the alchemical pathway without explicitly biasing water-based collective variables. Applied to five protein-ligand complexes spanning buried and semi-buried environments, the approach yields binding affinities in good agreement with experiment and captures relevant water-mediated reorganization to provide reproducible absolute binding free energies.
- assay: protein structure
- research focus: drug response / drug discovery
- approach: deep learning
- approach: statistical model
- Citations
- 1
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