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Constant pH Molecular Dynamics in Explicit Solvent with Enveloping Distribution Sampling and Hamiltonian Exchange
Juyong Lee1, Benjamin T Miller1, Ana Damjanović2
1Laboratory of Computational Biology, National Heart, Lung, and Blood Institute, National Institutes of Health , Bethesda, Maryland 20892, United States.
We developed a new computational method combining enveloping distribution sampling (EDS) and Hamiltonian replica exchange (HREX) for accurate constant pH simulations. This approach efficiently models multiple protonation states, yielding precise pKa values comparable to experimental data.
Area of Science:
- Computational Chemistry
- Biophysical Chemistry
- Molecular Dynamics
Background:
- Constant pH simulations are crucial for understanding biomolecular behavior.
- Existing methods using continuous charge models have limitations.
- Accurate modeling of discrete protonation states is essential.
Purpose of the Study:
- To introduce a novel computational approach for constant pH simulations in explicit solvent.
- To combine enveloping distribution sampling (EDS) and Hamiltonian replica exchange (HREX) for enhanced accuracy.
- To accurately model discrete protonation states and calculate pKa values.
Main Methods:
- Utilized enveloping distribution sampling (EDS) to generate hybrid Hamiltonians of different protonation states.
- Employed Hamiltonian replica exchange (HREX) with varying smoothness parameters (s) to facilitate state transitions.
- Performed simulations in explicit solvent, analyzing ensembles from EDS Hamiltonians without smoothing (s = ∞).
Main Results:
- The EDS-HREX method accurately predicts pKa values for systems with 2 to 8 protonation states.
- Mean absolute errors for small systems were 0.03–0.17 pKa units.
- Errors for snake cardiotoxin's titratable groups ranged from 0.2–1.6 pKa units, showing good agreement with experimental data.
Conclusions:
- EDS-HREX provides a potent theoretical framework for constant pH simulations.
- The method accurately describes multiple protonation states.
- Achieved good calculated pKa values, demonstrating the approach's efficacy.
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