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Updated: Mar 30, 2026

Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
Published on: July 25, 2013
Protein-Ligand Electrostatic Binding Free Energies from Explicit and Implicit Solvation.
Saeed Izadi1, Boris Aguilar1, Alexey V Onufriev1
1Department of Biomedical Engineering and Mechanics, Department of Computer Science, and Departments of Computer Science and Physics, Virginia Tech , Blacksburg, Virginia 24060, United States.
Accurate implicit solvent models like GBNSR6 offer efficient alternatives for predicting protein-ligand binding affinities. A simple radii adjustment makes GBNSR6 comparable to explicit solvent models, addressing discrepancies in binding energy calculations.
Area of Science:
- Computational chemistry
- Molecular modeling
- Biophysics
Background:
- Accurate and efficient solvent models are crucial for atomistic calculations, particularly for predicting protein-ligand binding affinities.
- Generalized Born (GB) implicit solvent models offer a computationally faster alternative to explicit solvent models.
Purpose of the Study:
- To evaluate the accuracy of the GBNSR6 implicit solvent model for electrostatic solvation and binding free energies in small protein-ligand complexes.
- To compare GBNSR6 performance against three common explicit solvent models: TIP3P, TIP4PEw, and OPC.
- To assess the impact of atomic radii adjustments on GBNSR6 accuracy.
Main Methods:
- Evaluation of GBNSR6 for electrostatic solvation free energies (ΔG(pol)) and binding free energies (ΔΔG(pol)).
- Comparison with explicit solvent models (TIP3P, TIP4PEw, OPC).
- Analysis of deviations (RMSD) and systematic errors in binding affinity predictions.
Main Results:
- GBNSR6 binding affinity deviations from TIP3P are comparable to inter-model deviations among explicit solvents.
- A simple uniform scaling of atomic radii significantly improves GBNSR6 accuracy, reducing deviations from explicit models.
- Explicit solvent models show large, concerning discrepancies in binding energy estimates (up to ~9 kcal/mol), highlighting model sensitivity.
Conclusions:
- GBNSR6, with optimized radii, provides accurate binding free energy estimates comparable to explicit solvent models.
- The significant discrepancies between explicit solvent models underscore the need for reliable implicit solvation models.
- Implicit solvent models like GBNSR6 present a faster and potentially more consistent approach for binding energetics calculations.
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