Literature DB >> 20166738

Investigation of protein folding by coarse-grained molecular dynamics with the UNRES force field.

Gia G Maisuradze1, Patrick Senet, Cezary Czaplewski, Adam Liwo, Harold A Scheraga.   

Abstract

Coarse-grained molecular dynamics simulations offer a dramatic extension of the time-scale of simulations compared to all-atom approaches. In this article, we describe the use of the physics-based united-residue (UNRES) force field, developed in our laboratory, in protein-structure simulations. We demonstrate that this force field offers about a 4000-times extension of the simulation time scale; this feature arises both from averaging out the fast-moving degrees of freedom and reduction of the cost of energy and force calculations compared to all-atom approaches with explicit solvent. With massively parallel computers, microsecond folding simulation times of proteins containing about 1000 residues can be obtained in days. A straightforward application of canonical UNRES/MD simulations, demonstrated with the example of the N-terminal part of the B-domain of staphylococcal protein A (PDB code: 1BDD, a three-alpha-helix bundle), discerns the folding mechanism and determines kinetic parameters by parallel simulations of several hundred or more trajectories. Use of generalized-ensemble techniques, of which the multiplexed replica exchange method proved to be the most effective, enables us to compute thermodynamics of folding and carry out fully physics-based prediction of protein structure, in which the predicted structure is determined as a mean over the most populated ensemble below the folding-transition temperature. By using principal component analysis of the UNRES folding trajectories of the formin-binding protein WW domain (PDB code: 1E0L; a three-stranded antiparallel beta-sheet) and 1BDD, we identified representative structures along the folding pathways and demonstrated that only a few (low-indexed) principal components can capture the main structural features of a protein-folding trajectory; the potentials of mean force calculated along these essential modes exhibit multiple minima, as opposed to those along the remaining modes that are unimodal. In addition, a comparison between the structures that are representative of the minima in the free-energy profile along the essential collective coordinates of protein folding (computed by principal component analysis) and the free-energy profile projected along the virtual-bond dihedral angles gamma of the backbone revealed the key residues involved in the transitions between the different basins of the folding free-energy profile, in agreement with existing experimental data for 1E0L .

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Year:  2010        PMID: 20166738      PMCID: PMC2849147          DOI: 10.1021/jp9117776

Source DB:  PubMed          Journal:  J Phys Chem A        ISSN: 1089-5639            Impact factor:   2.781


  67 in total

Review 1.  Molecular dynamics simulations of biomolecules.

Authors:  Martin Karplus; J Andrew McCammon
Journal:  Nat Struct Biol       Date:  2002-09

2.  Fast-folding protein kinetics, hidden intermediates, and the sequential stabilization model.

Authors:  S Banu Ozkan; Ken A Dill; Ivet Bahar
Journal:  Protein Sci       Date:  2002-08       Impact factor: 6.725

3.  Energy landscape of a small peptide revealed by dihedral angle principal component analysis.

Authors:  Yuguang Mu; Phuong H Nguyen; Gerhard Stock
Journal:  Proteins       Date:  2005-01-01

4.  The energy landscapes and motions of proteins.

Authors:  H Frauenfelder; S G Sligar; P G Wolynes
Journal:  Science       Date:  1991-12-13       Impact factor: 47.728

5.  How main-chains of proteins explore the free-energy landscape in native states.

Authors:  Patrick Senet; Gia G Maisuradze; Colette Foulie; Patrice Delarue; Harold A Scheraga
Journal:  Proc Natl Acad Sci U S A       Date:  2008-12-10       Impact factor: 11.205

6.  Relation between free energy landscapes of proteins and dynamics.

Authors:  Gia G Maisuradze; Adam Liwo; Harold A Scheraga
Journal:  J Chem Theory Comput       Date:  2010-02-09       Impact factor: 6.006

7.  Physics-based protein-structure prediction using a hierarchical protocol based on the UNRES force field: assessment in two blind tests.

Authors:  S Ołdziej; C Czaplewski; A Liwo; M Chinchio; M Nanias; J A Vila; M Khalili; Y A Arnautova; A Jagielska; M Makowski; H D Schafroth; R Kaźmierkiewicz; D R Ripoll; J Pillardy; J A Saunders; Y K Kang; K D Gibson; H A Scheraga
Journal:  Proc Natl Acad Sci U S A       Date:  2005-05-13       Impact factor: 11.205

8.  Application of Multiplexed Replica Exchange Molecular Dynamics to the UNRES Force Field: Tests with alpha and alpha+beta Proteins.

Authors:  Cezary Czaplewski; Sebastian Kalinowski; Adam Liwo; Harold A Scheraga
Journal:  J Chem Theory Comput       Date:  2009-03-10       Impact factor: 6.006

9.  Separation of time scale and coupling in the motion governed by the coarse-grained and fine degrees of freedom in a polypeptide backbone.

Authors:  Rajesh K Murarka; Adam Liwo; Harold A Scheraga
Journal:  J Chem Phys       Date:  2007-10-21       Impact factor: 3.488

10.  Dynamic Formation and Breaking of Disulfide Bonds in Molecular Dynamics Simulations with the UNRES Force Field.

Authors:  M Chinchio; C Czaplewski; A Liwo; S Ołdziej; H A Scheraga
Journal:  J Chem Theory Comput       Date:  2007-07       Impact factor: 6.006

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  43 in total

1.  Anomalous diffusion and dynamical correlation between the side chains and the main chain of proteins in their native state.

Authors:  Yoann Cote; Patrick Senet; Patrice Delarue; Gia G Maisuradze; Harold A Scheraga
Journal:  Proc Natl Acad Sci U S A       Date:  2012-06-11       Impact factor: 11.205

2.  Preventing fibril formation of a protein by selective mutation.

Authors:  Gia G Maisuradze; Jordi Medina; Khatuna Kachlishvili; Pawel Krupa; Magdalena A Mozolewska; Pau Martin-Malpartida; Luka Maisuradze; Maria J Macias; Harold A Scheraga
Journal:  Proc Natl Acad Sci U S A       Date:  2015-10-19       Impact factor: 11.205

3.  PRIMO: A Transferable Coarse-grained Force Field for Proteins.

Authors:  Parimal Kar; Srinivasa Murthy Gopal; Yi-Ming Cheng; Alexander Predeus; Michael Feig
Journal:  J Chem Theory Comput       Date:  2013-08-13       Impact factor: 6.006

4.  Further evidence for the likely completeness of the library of solved single domain protein structures.

Authors:  Jeffrey Skolnick; Hongyi Zhou; Michal Brylinski
Journal:  J Phys Chem B       Date:  2012-02-13       Impact factor: 2.991

Review 5.  Molecular modeling of nucleic acid structure: energy and sampling.

Authors:  T E Cheatham; B R Brooks; P A Kollman
Journal:  Curr Protoc Nucleic Acid Chem       Date:  2001-05

6.  HyRes: a coarse-grained model for multi-scale enhanced sampling of disordered protein conformations.

Authors:  Xiaorong Liu; Jianhan Chen
Journal:  Phys Chem Chem Phys       Date:  2017-12-13       Impact factor: 3.676

Review 7.  Biomolecularmodeling and simulation: a field coming of age.

Authors:  Tamar Schlick; Rosana Collepardo-Guevara; Leif Arthur Halvorsen; Segun Jung; Xia Xiao
Journal:  Q Rev Biophys       Date:  2011-05       Impact factor: 5.318

8.  Folding kinetics of WW domains with the united residue force field for bridging microscopic motions and experimental measurements.

Authors:  Rui Zhou; Gia G Maisuradze; David Suñol; Toni Todorovski; Maria J Macias; Yi Xiao; Harold A Scheraga; Cezary Czaplewski; Adam Liwo
Journal:  Proc Natl Acad Sci U S A       Date:  2014-12-08       Impact factor: 11.205

9.  An adaptive weighted ensemble procedure for efficient computation of free energies and first passage rates.

Authors:  Divesh Bhatt; Ivet Bahar
Journal:  J Chem Phys       Date:  2012-09-14       Impact factor: 3.488

10.  Binding enthalpy calculations for a neutral host-guest pair yield widely divergent salt effects across water models.

Authors:  Kaifu Gao; Jian Yin; Niel M Henriksen; Andrew T Fenley; Michael K Gilson
Journal:  J Chem Theory Comput       Date:  2015-09-18       Impact factor: 6.006

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