Literature DB >> 18412479

Normal mode partitioning of Langevin dynamics for biomolecules.

Christopher R Sweet1, Paula Petrone, Vijay S Pande, Jesús A Izaguirre.   

Abstract

We propose a novel normal mode multiple time stepping Langevin dynamics integrator called NML. The aim is to approximate the kinetics or thermodynamics of a biomolecule by a reduced model based on a normal mode decomposition of the dynamical space. Our basis set uses the eigenvectors of a mass reweighted Hessian matrix calculated with a biomolecular force field. This particular choice has the advantage of an ordering according to the eigenvalues, which have a physical meaning of being the square of the mode frequency. Low frequency eigenvalues correspond to more collective motions, whereas the highest frequency eigenvalues are the limiting factor for the stability of the integrator. In NML, the higher frequency modes are overdamped and relaxed near their energy minimum while respecting the subspace of low frequency dynamical modes. Our numerical results confirm that both sampling and rates are conserved for an implicitly solvated alanine dipeptide model, with only 30% of the modes propagated, when compared to the full model. For implicitly solvated systems, NML gives a twofold improvement in efficiency over plain Langevin dynamics for sampling a small 22 atom (alanine dipeptide) model and in excess of an order of magnitude for sampling an 882 atom (bovine pancreatic trypsin inhibitor) model, with good scaling with system size subject to the number of modes propagated. NML has been implemented in the open source software PROTOMOL.

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Year:  2008        PMID: 18412479      PMCID: PMC2673189          DOI: 10.1063/1.2883966

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   3.488


  30 in total

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Authors:  Sergio A Hassan; Ernest L Mehler
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3.  Simplified normal mode analysis of conformational transitions in DNA-dependent polymerases: the elastic network model.

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5.  Normal mode based flexible fitting of high-resolution structure into low-resolution experimental data from cryo-EM.

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6.  Reaction coordinates and rates from transition paths.

Authors:  Robert B Best; Gerhard Hummer
Journal:  Proc Natl Acad Sci U S A       Date:  2005-04-06       Impact factor: 11.205

7.  Can conformational change be described by only a few normal modes?

Authors:  Paula Petrone; Vijay S Pande
Journal:  Biophys J       Date:  2005-12-16       Impact factor: 4.033

8.  Multiple time step diffusive Langevin dynamics for proteins.

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9.  Hinge-bending motion in citrate synthase arising from normal mode calculations.

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10.  Essential dynamics of proteins.

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  14 in total

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4.  Multiple Time-Step Dual-Hamiltonian Hybrid Molecular Dynamics - Monte Carlo Canonical Propagation Algorithm.

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5.  Computing generalized Langevin equations and generalized Fokker-Planck equations.

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6.  Order parameters for macromolecules: application to multiscale simulation.

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7.  Multiscale simulation of microbe structure and dynamics.

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Review 8.  Biomolecularmodeling and simulation: a field coming of age.

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9.  Long Timestep Molecular Dynamics on the Graphical Processing Unit.

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10.  On the functional significance of soft modes predicted by coarse-grained models for membrane proteins.

Authors:  Ivet Bahar
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