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Pairwise Additivity and Three-Body Contributions for Density Functional Theory-Based Protein-Ligand Interaction
Charlotte Armida Elisabeth Schulze1, Mauricio Cafiero1
1Department of Chemistry, University of Reading, Whiteknights, Reading RG6 6AP, U.K.
Assessing protein-ligand binding energies is key in drug design. This study validates pairwise additivity approximations using density functional theory (DFT) methods, finding three-body interactions are significant and predictable.
Area of Science:
- Computational Chemistry
- Biophysics
- Drug Design
Background:
- Protein-ligand binding energy prediction is vital for computer-assisted drug design.
- Interaction energies are often approximated by summing pairwise residue-ligand contributions.
- The accuracy of this pairwise additivity approximation needs validation.
Purpose of the Study:
- To test the validity of the pairwise additivity approximation for protein-ligand interaction energies.
- To evaluate the significance of three-body contributions to interaction energy.
- To investigate the influence of density functional theory (DFT) methods on approximation accuracy.
Main Methods:
- Calculated protein-ligand binding energies for the sulfotransferase-l-DOPA complex.
- Employed 16 DFT methods with varying exact exchange.
- Assessed pairwise additivity and calculated three-body contributions.
Main Results:
- The degree of exact exchange in DFT methods directly impacts the accuracy of pairwise additivity.
- Three-body interaction energies were found to be significant for the studied system.
- The significance of three-body interactions can be accurately predicted.
Conclusions:
- Pairwise additivity is a useful approximation but its accuracy depends on the DFT method used.
- Three-body effects are important and should be considered for precise binding energy calculations.
- Predicting three-body contributions enhances the reliability of computational drug design models.
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