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Advancing Binding Affinity Calculations: A Non-Equilibrium Simulations Approach for Calculation of Relative Binding
Swapnil Wagle1, Christopher I Bayly2, David L Mobley1,3
1Department of Pharmaceutical Sciences, University of California, Irvine, California 92697, United States.
Calculating protein-ligand binding free energy (RBFE) is challenging with "trapped" water molecules. This study introduces a non-equilibrium switching (NES) method for accurate RBFE calculations, offering a computationally inexpensive alternative.
Area of Science:
- Computational chemistry
- Molecular dynamics
- Biophysics
Background:
- Protein-ligand complex formation often involves water displacement from binding sites.
- In some cases, water molecules remain, stabilizing the complex and complicating binding free energy calculations.
- Standard methods struggle with "trapped" waters, requiring enhanced sampling that can be time-consuming and yield inconsistent results.
Purpose of the Study:
- To develop an efficient and accurate method for calculating relative binding free energy (RBFE) in protein-ligand systems with "trapped" water molecules.
- To address the limitations of existing enhanced sampling techniques in handling water rearrangement during simulations.
- To provide a reliable computational approach for systems where water molecules mediate ligand-protein interactions.
Main Methods:
- A novel non-equilibrium switching (NES) method was developed to calculate RBFEs in the presence of trapped waters.
- The protocol requires prior knowledge of trapped water positions and utilizes three consecutive NES switches for ligand transformation.
- The NES switches sequentially apply restraints, transform the ligand, and then remove restraints within the protein binding site.
Main Results:
- The NES method accurately estimated RBFEs for eight systems involving trapped water displacement, achieving results within 1.1 kcal mol-1 of experimental values.
- Statistical errors associated with the RBFE estimates were consistently below 0.4 kcal mol-1.
- The simulations demonstrated efficient calculation of RBFE by leveraging distributed computational resources.
Conclusions:
- The presented NES method offers a computationally inexpensive and accurate alternative for RBFE calculations in systems with trapped waters.
- This approach overcomes the sampling limitations of traditional enhanced sampling methods for such challenging systems.
- The findings facilitate more reliable predictions of ligand binding affinity in the presence of mediating water molecules.
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