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Biasing Potential Replica Exchange Multisite λ-Dynamics for Efficient Free Energy Calculations.
Kira A Armacost1, Garrett B Goh1, Charles L Brooks1
1Department of Chemistry, University of Michigan , 930 North University Avenue, Ann Arbor, Michigan 48109, United States.
We developed a new free energy calculation method, biasing potential replica exchange multisite λ-dynamics (BP-REX MSλD), for faster and more scalable simulations. This method improves sampling and accurately predicts binding affinities for drug discovery targets like Hsp90 inhibitors.
Area of Science:
- Computational Chemistry
- Molecular Dynamics
- Free Energy Calculations
Background:
- Traditional free energy methods struggle with scalability and convergence for large perturbations.
- Alchemical free energy calculations are crucial for drug discovery but often computationally expensive.
Purpose of the Study:
- To develop and validate a novel, efficient, and scalable free energy calculation method.
- To improve sampling and accuracy in alchemical free energy transformations, especially for flexible molecules.
Main Methods:
- Development of biasing potential replica exchange multisite λ-dynamics (BP-REX MSλD).
- Application of BP-REX MSλD and traditional MSλD to 2,5-benzoquinone derivatives.
- Optimization of sampling parameters (c) and development of a fragment transition protocol.
- Testing on geldanamycin-based Hsp90 inhibitors with significant volume changes.
Main Results:
- BP-REX MSλD demonstrated a 2-5 fold increase in transitions compared to traditional MSλD.
- Optimized protocols improved sampling efficiency for flexible moieties.
- Accurate prediction of binding free energies for Hsp90 inhibitors (AUE of 1.5 kcal/mol).
Conclusions:
- BP-REX MSλD is a highly efficient and scalable free energy method.
- The method enables routine calculations for hundreds of compounds with minimal simulations.
- BP-REX MSλD significantly advances computational drug discovery capabilities.
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