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Using the fast fourier transform in binding free energy calculations
Trung Hai Nguyen1, Huan-Xiang Zhou2, David D L Minh1
1Department of Chemistry, Illinois Institute of Technology, Chicago, Illinois, 60616.
This study introduces a novel method using the fast Fourier transform (FFT) to efficiently calculate binding free energies. The FFT approach provides accurate predictions for ligand-protein interactions, advancing computational drug discovery.
Area of Science:
- Computational chemistry
- Molecular modeling
- Biophysics
Background:
- Implicit ligand theory defines binding free energy via the binding potential of mean force (BPMF).
- BPMF calculation traditionally involves averaging interaction energies over ligand-receptor configurations.
Purpose of the Study:
- To develop an efficient computational method for calculating standard binding free energies.
- To apply the fast Fourier transform (FFT) algorithm to accelerate BPMF evaluation.
Main Methods:
- Utilized the fast Fourier transform (FFT) to efficiently compute binding potential of mean force (BPMF).
- Calculated interaction energies by discretely translating rigid ligand configurations across rigid receptor conformations.
- Applied the method to T4 lysozyme and 141 small organic molecules.
Main Results:
- Achieved good agreement between FFT-calculated binding free energies and previous alchemical calculations.
- Demonstrated high correlation coefficients (R≈0.9 and R≈0.8) with established methods for flexible systems.
- Showcased the FFT algorithm's applicability to rigorous binding free energy calculations.
Conclusions:
- The FFT-based approach offers an efficient and accurate alternative for binding free energy calculations.
- This method represents a significant advancement in applying FFT algorithms beyond molecular docking.
- The findings open new avenues for computational drug design and molecular interaction studies.
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