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Gaussian Accelerated Molecular Dynamics: Unconstrained Enhanced Sampling and Free Energy Calculation

Journal of Chemical Theory and Computation · 2015 · Vol. 11(8) · pp. 3584–3595
Yinglong MiaoVictoria A. FeherJ. Andrew McCammon

Abstract

A Gaussian accelerated molecular dynamics (GaMD) approach for simultaneous enhanced sampling and free energy calculation of biomolecules is presented. By constructing a boost potential that follows Gaussian distribution, accurate reweighting of the GaMD simulations is achieved using cumulant expansion to the second order. Here, GaMD is demonstrated on three biomolecular model systems: alanine dipeptide, chignolin folding, and ligand binding to the T4-lysozyme. Without the need to set predefined reaction coordinates, GaMD enables unconstrained enhanced sampling of these biomolecules. Furthermore, the free energy profiles obtained from reweighting of the GaMD simulations allow us to identify distinct low-energy states of the biomolecules and characterize the protein-folding and ligand-binding pathways quantitatively.

Protein Structure and DynamicsMass Spectrometry Techniques and ApplicationsSpectroscopy and Quantum Chemical StudiesBiomoleculeMolecular dynamicsGaussianFolding (DSP implementation)Biological systemSampling (signal processing)Computer scienceEnergy landscapeStatistical physicsUmbrella sampling

Funding

  • Howard Hughes Medical Institute
  • NIH Office of the Director
  • National Institute of General Medical Sciences
  • Division of Molecular and Cellular Biosciences
Citations
868
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12.65
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67
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99%
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