Literature DB >> 18513049

Convergence of folding free energy landscapes via application of enhanced sampling methods in a distributed computing environment.

Xuhui Huang1, Gregory R Bowman, Vijay S Pande.   

Abstract

We have implemented the serial replica exchange method (SREM) and simulated tempering (ST) enhanced sampling algorithms in a global distributed computing environment. Here we examine the helix-coil transition of a 21 residue alpha-helical peptide in explicit solvent. For ST, we demonstrate the efficacy of a new method for determining initial weights allowing the system to perform a random walk in temperature space based on short trial simulations. These weights are updated throughout the production simulation by an adaptive weighting method. We give a detailed comparison of SREM, ST, as well as standard MD and find that SREM and ST give equivalent results in reasonable agreement with experimental data. In addition, we find that both enhanced sampling methods are much more efficient than standard MD simulations. The melting temperature of the Fs peptide with the AMBER99phi potential was calculated to be about 310 K, which is in reasonable agreement with the experimental value of 334 K. We also discuss other temperature dependent properties of the helix-coil transition. Although ST has certain advantages over SREM, both SREM and ST are shown to be powerful methods via distributed computing and will be applied extensively in future studies of complex bimolecular systems.

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Year:  2008        PMID: 18513049      PMCID: PMC2809694          DOI: 10.1063/1.2908251

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


  28 in total

1.  The free energy landscape for beta hairpin folding in explicit water.

Authors:  R Zhou; B J Berne; R Germain
Journal:  Proc Natl Acad Sci U S A       Date:  2001-12-18       Impact factor: 11.205

2.  Multiplexed-replica exchange molecular dynamics method for protein folding simulation.

Authors:  Young Min Rhee; Vijay S Pande
Journal:  Biophys J       Date:  2003-02       Impact factor: 4.033

3.  Trp-cage: folding free energy landscape in explicit water.

Authors:  Ruhong Zhou
Journal:  Proc Natl Acad Sci U S A       Date:  2003-10-27       Impact factor: 11.205

4.  Simulations of the role of water in the protein-folding mechanism.

Authors:  Young Min Rhee; Eric J Sorin; Guha Jayachandran; Erik Lindahl; Vijay S Pande
Journal:  Proc Natl Acad Sci U S A       Date:  2004-04-16       Impact factor: 11.205

5.  Replica Monte Carlo simulation of spin glasses.

Authors: 
Journal:  Phys Rev Lett       Date:  1986-11-24       Impact factor: 9.161

6.  Exploring the helix-coil transition via all-atom equilibrium ensemble simulations.

Authors:  Eric J Sorin; Vijay S Pande
Journal:  Biophys J       Date:  2005-01-21       Impact factor: 4.033

7.  Local structure formation in simulations of two small proteins.

Authors:  Guha Jayachandran; V Vishal; Angel E García; Vijay S Pande
Journal:  J Struct Biol       Date:  2006-10-11       Impact factor: 2.867

8.  Choosing weights for simulated tempering.

Authors:  Sanghyun Park; Vijay S Pande
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2007-07-16

9.  Simulating replica exchange simulations of protein folding with a kinetic network model.

Authors:  Weihua Zheng; Michael Andrec; Emilio Gallicchio; Ronald M Levy
Journal:  Proc Natl Acad Sci U S A       Date:  2007-09-18       Impact factor: 11.205

10.  Bayesian update method for adaptive weighted sampling.

Authors:  Sanghyun Park; Daniel L Ensign; Vijay S Pande
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-12-27
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  25 in total

1.  Union of geometric constraint-based simulations with molecular dynamics for protein structure prediction.

Authors:  Tyler J Glembo; S Banu Ozkan
Journal:  Biophys J       Date:  2010-03-17       Impact factor: 4.033

2.  Generalized simulated tempering for exploring strong phase transitions.

Authors:  Jaegil Kim; John E Straub
Journal:  J Chem Phys       Date:  2010-10-21       Impact factor: 3.488

Review 3.  Taming the complexity of protein folding.

Authors:  Gregory R Bowman; Vincent A Voelz; Vijay S Pande
Journal:  Curr Opin Struct Biol       Date:  2011-02       Impact factor: 6.809

4.  Locally weighted histogram analysis and stochastic solution for large-scale multi-state free energy estimation.

Authors:  Zhiqiang Tan; Junchao Xia; Bin W Zhang; Ronald M Levy
Journal:  J Chem Phys       Date:  2016-01-21       Impact factor: 3.488

5.  Greedy replica exchange algorithm for heterogeneous computing grids.

Authors:  Christopher Lockhart; James O'Connor; Steven Armentrout; Dmitri K Klimov
Journal:  J Mol Model       Date:  2015-08-27       Impact factor: 1.810

6.  Topological methods for exploring low-density states in biomolecular folding pathways.

Authors:  Yuan Yao; Jian Sun; Xuhui Huang; Gregory R Bowman; Gurjeet Singh; Michael Lesnick; Leonidas J Guibas; Vijay S Pande; Gunnar Carlsson
Journal:  J Chem Phys       Date:  2009-04-14       Impact factor: 3.488

7.  Error and efficiency of simulated tempering simulations.

Authors:  Edina Rosta; Gerhard Hummer
Journal:  J Chem Phys       Date:  2010-01-21       Impact factor: 3.488

8.  Rapid equilibrium sampling initiated from nonequilibrium data.

Authors:  Xuhui Huang; Gregory R Bowman; Sergio Bacallado; Vijay S Pande
Journal:  Proc Natl Acad Sci U S A       Date:  2009-09-29       Impact factor: 11.205

9.  Constructing multi-resolution Markov State Models (MSMs) to elucidate RNA hairpin folding mechanisms.

Authors:  Xuhui Huang; Yuan Yao; Gregory R Bowman; Jian Sun; Leonidas J Guibas; Gunnar Carlsson; Vijay S Pande
Journal:  Pac Symp Biocomput       Date:  2010

10.  Optimized molecular dynamics force fields applied to the helix-coil transition of polypeptides.

Authors:  Robert B Best; Gerhard Hummer
Journal:  J Phys Chem B       Date:  2009-07-02       Impact factor: 2.991

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