Heating and flooding: a unified approach for rapid generation of free energy surfaces
We propose a general framework for the efficient sampling of conformational equilibria in complex systems and the generation of associated free energy hypersurfaces in terms of a set of collective variables. The method is a strategic synthesis of the adiabatic free energy dynamics approach, previous...
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Published in | The Journal of chemical physics Vol. 137; no. 2; p. 024102 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
United States
14.07.2012
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Abstract | We propose a general framework for the efficient sampling of conformational equilibria in complex systems and the generation of associated free energy hypersurfaces in terms of a set of collective variables. The method is a strategic synthesis of the adiabatic free energy dynamics approach, previously introduced by us and others, and existing schemes using Gaussian-based adaptive bias potentials to disfavor previously visited regions. In addition, we suggest sampling the thermodynamic force instead of the probability density to reconstruct the free energy hypersurface. All these elements are combined into a robust extended phase-space formalism that can be easily incorporated into existing molecular dynamics packages. The unified scheme is shown to outperform both metadynamics and adiabatic free energy dynamics in generating two-dimensional free energy surfaces for several example cases including the alanine dipeptide in the gas and aqueous phases and the met-enkephalin oligopeptide. In addition, the method can efficiently generate higher dimensional free energy landscapes, which we demonstrate by calculating a four-dimensional surface in the Ramachandran angles of the gas-phase alanine tripeptide. |
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AbstractList | We propose a general framework for the efficient sampling of conformational equilibria in complex systems and the generation of associated free energy hypersurfaces in terms of a set of collective variables. The method is a strategic synthesis of the adiabatic free energy dynamics approach, previously introduced by us and others, and existing schemes using Gaussian-based adaptive bias potentials to disfavor previously visited regions. In addition, we suggest sampling the thermodynamic force instead of the probability density to reconstruct the free energy hypersurface. All these elements are combined into a robust extended phase-space formalism that can be easily incorporated into existing molecular dynamics packages. The unified scheme is shown to outperform both metadynamics and adiabatic free energy dynamics in generating two-dimensional free energy surfaces for several example cases including the alanine dipeptide in the gas and aqueous phases and the met-enkephalin oligopeptide. In addition, the method can efficiently generate higher dimensional free energy landscapes, which we demonstrate by calculating a four-dimensional surface in the Ramachandran angles of the gas-phase alanine tripeptide. |
Author | Tuckerman, Mark E Cuendet, Michel A Chen, Ming |
Author_xml | – sequence: 1 givenname: Ming surname: Chen fullname: Chen, Ming organization: Department of Chemistry, New York University, New York, New York 10003, USA – sequence: 2 givenname: Michel A surname: Cuendet fullname: Cuendet, Michel A – sequence: 3 givenname: Mark E surname: Tuckerman fullname: Tuckerman, Mark E |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/22803523$$D View this record in MEDLINE/PubMed |
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SubjectTerms | Dipeptides - chemistry Enkephalins - chemistry Gases - chemistry Hot Temperature Models, Molecular Oligopeptides - chemistry Protein Conformation Thermodynamics Water - chemistry |
Title | Heating and flooding: a unified approach for rapid generation of free energy surfaces |
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