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Extracting Atomic Contributions to Binding Free Energy Using Molecular Dynamics Simulations with Mixed Solvents
Daniel Alvarez-Garcia1, Peter Schmidtke2, Elena Cubero1
1Gain Therapeutics, Parc Cientific de Barcelona, Baldiri Reixac 10, 08029 Barcelona, Spain.
Mixed solvents Molecular Dynamics (MDmix) simulations offer insights into drug discovery. A new atomic decomposition method creates transferable binding free energy maps, improving hotspot identification for drug design.
Area of Science:
- Computational chemistry
- Molecular modeling
- Drug discovery
Background:
- Mixed solvents Molecular Dynamics (MDmix) simulations are used in structure-based drug discovery.
- A key assumption is the transferability of free energy values from cosolvent molecules to drug-like molecules.
- Current MDmix binding free energy maps (ΔGbind) are influenced by the entire cosolvent molecule, limiting their transferability and accuracy.
Purpose of the Study:
- To develop a method for decomposing molecular binding free energy into accurate atomic contributions.
- To create transferable and quantitative binding free energy maps.
Main Methods:
- Decomposition of molecular binding free energy into atomic contributions.
- Analysis of mixed solvents Molecular Dynamics (MDmix) simulations.
Main Results:
- The corrected energy maps accurately reflect known binding hotspots.
- The method reveals previously unidentified binding hotspots with drug design potential.
- Demonstrated through two qualitative visual examples.
Conclusions:
- Atomic decomposition of binding free energies from MDmix simulations yields transferable and quantitative maps.
- This approach enhances the reliability of molecular modeling in drug discovery.
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