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GPU-Accelerated All-Atom Particle-Mesh Ewald Continuous Constant pH Molecular Dynamics in Amber
Julie A Harris1, Ruibin Liu1, Vinicius Martins de Oliveira1,2
1Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, Baltimore, Maryland21201, United States.
Journal of Chemical Theory and Computation
|November 15, 2022
Summary
This study introduces a GPU-accelerated constant pH molecular dynamics (CpHMD) method for accurate protein simulations. The new method improves predictions of amino acid protonation states, crucial for understanding biological processes.
Area of Science:
- Computational Chemistry
- Biophysics
- Molecular Dynamics
Background:
- Constant pH molecular dynamics (CpHMD) simulations are vital for studying biological processes influenced by pH.
- Current CpHMD methods have limitations in accuracy due to implicit-solvent models or hybrid schemes.
Purpose of the Study:
- To develop and validate a GPU-accelerated all-atom CpHMD method with Particle Mesh Ewald (PME) electrostatics.
- To improve the accuracy of molecular dynamics simulations for pH-dependent biological phenomena.
Main Methods:
- Implemented and parameterized an all-atom CpHMD method in the Amber22 pmemd.cuda engine.
- Utilized asynchronous pH replica-exchange titration simulations for validation across six benchmark proteins.
- Derived titration parameters for key amino acids (Asp, Glu, His, Cys, Lys) for CHARMM c22 and Amber ff14sb/ff19sb force fields.
Main Results:
- Achieved a root-mean-square deviation of 0.76 pH units from experimental pKa values for Asp, Glu, His, and Cys.
- Demonstrated strong correlation (Pearson's r=0.80) between calculated and experimental pKa shifts.
- Showcased the method's ability to capture biologically relevant protonation events in challenging protein systems.
Conclusions:
- The PME-CpHMD method significantly enhances the accuracy of molecular dynamics simulations under varying pH conditions.
- This advancement enables more reliable mechanistic studies of ubiquitous proton-coupled biological processes.
- Finite-size corrections or larger simulation boxes are recommended to further refine pKa calculations.

