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Grid-Based Surface Generalized Born Model for Calculation of Electrostatic Binding Free Energies
Negin Forouzesh, Saeed Izadi1, Alexey V Onufriev2
1Early Stage Pharmaceutical Development, Genentech Inc., 1 DNA Way, South San Francisco, California 94080, United States.
A new GBNSR6 model offers fast and accurate calculations for solvation free energies, crucial for drug design. This grid-based approach balances speed and precision, correlating well with established methods.
Area of Science:
- Computational Chemistry
- Molecular Modeling
- Biophysics
Background:
- Accurate calculation of solvation free energies is essential for rational drug design.
- Existing methods may face challenges in balancing computational speed and accuracy.
Purpose of the Study:
- To introduce and evaluate a grid-based molecular surface implementation of the "R6" generalized Born (GB) implicit solvent model, named GBNSR6.
- To assess the speed, accuracy, and parameter sensitivity of GBNSR6 compared to numerical Poisson-Boltzmann (PB) methods.
Main Methods:
- Implementation of a grid-based molecular surface for the GBNSR6 model.
- Testing on 15 protein-ligand complexes and biomolecules (268-25099 atoms).
- Comparison of GBNSR6 results with numerical PB calculations.
Main Results:
- GBNSR6 achieves a good balance between speed and accuracy for polar solvation free energies (ΔGpol) and binding free energies (ΔΔGpol).
- The model is robust to coarse grid sizes (h = 0.5 Å) with minimal grid artifact errors (∼0.6 kcal/mol).
- Estimated ΔΔGpol values show high correlation (r² = 0.97) with numerical PB, with low RMSE (1.43 kcal/mol) and no systematic bias.
Conclusions:
- The grid-based GBNSR6 model provides a computationally efficient and accurate method for calculating solvation free energies.
- This model is suitable for applications like drug design, offering reliable results comparable to more computationally intensive methods.
- GBNSR6 is integrated into the Amber (AmberTools) package for broader accessibility in molecular simulations.
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