ArticlePLoS computational biology2015
A Virtual Mixture Approach to the Study of Multistate Equilibrium: Application to Constant pH Simulation in Explicit Water.
Article in PLoS computational biology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 15 citations in OpenAlex.
- Protein pJournal of chemical theory and computation · 2022Article
- Electrostatic Environment of Proteorhodopsin Affects the pKa of Its Buried Primary Proton Acceptor.Biophysical journal · 2020Article
- Molecular Dynamics Simulations of Membrane Permeability.Chemical reviews · 2019Review
- Reservoir pH replica exchange.The Journal of chemical physics · 2018Article
- A fast and accurate computational method for the linear-combination-based isotropic periodic sum.Scientific reports · 2018Article
- Hydronium Ions Accompanying Buried Acidic Residues Lead to High Apparent Dielectric Constants in the Interior of Proteins.The journal of physical chemistry. B · 2018Article
- Critical test of isotropic periodic sum techniques with group-based cut-off schemes.Scientific reports · 2018Article
- Origin of pKThe journal of physical chemistry. B · 2017Article
- Adaptive Landscape Flattening Accelerates Sampling of Alchemical Space in Multisite λ Dynamics.The journal of physical chemistry. B · 2017Article
- Isotropic periodic sum for multipole interactions and a vector relation for calculation of the Cartesian multipole tensor.The Journal of chemical physics · 2016Article
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2 authors at 1 institution in 1 country.
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Abstract
Chemical and thermodynamic equilibrium of multiple states is a fundamental phenomenon in biology systems and has been the focus of many experimental and computational studies. This work presents a simulation method to directly study the equilibrium of multiple states. This method constructs a virtual mixture of multiple states (VMMS) to sample the conformational space of all chemical states simultaneously. The VMMS system consists of multiple subsystems, one for each state. The subsystem contains a solute and a solvent environment. The solute molecules in all subsystems share the same conformation but have their own solvent environments. Transition between states is implicated by the change of their molar fractions. Simulation of a VMMS system allows efficient calculation of relative free energies of all states, which in turn determine their equilibrium molar fractions. For systems with a large number of state transition sites, an implicit site approximation is introduced to minimize the cost of simulation. A direct application of the VMMS method is for constant pH simulation to study protonation equilibrium. Applying the VMMS method to a heptapeptide of 3 ionizable residues, we calculated the pKas of those residues both with all explicit states and with implicit sites and obtained consistent results. For mouse epidermal growth factor of 9 ionizable groups, our VMMS simulations with implicit sites produced pKas of all 9 ionizable groups and the results agree qualitatively with NMR measurement. This example demonstrates the VMMS method can be applied to systems of a large number of ionizable groups and the computational cost scales linearly with the number of ionizable groups. For one of the most challenging systems in constant pH calculation, SNase Δ+PHS/V66K, our VMMS simulation shows that it is the state-dependent water penetration that causes the large deviation in lysine66's pKa.
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