Literature DB >> 12815104

Analysis of the distributed computing approach applied to the folding of a small beta peptide.

Emanuele Paci1, Andrea Cavalli, Michele Vendruscolo, Amedeo Caflisch.   

Abstract

In the recently proposed distributed computing approach to protein folding a very large number of short independent simulations is performed. Using this method, folding events on a time scale orders of magnitude shorter than the experimental one have been reported. However, it has also been observed that the folding process is not an elementary kinetic step and that the presence of initial lag phases can bias short simulations toward atypical pathways. We study here a 20-residue three-stranded antiparallel beta-sheet peptide whose equilibrium properties can be characterized by atomistic molecular dynamics simulations. We found that the folding rate of this peptide is estimated correctly by the distributed computing approach when trajectories > approximately 1/100 of the equilibrium folding time are considered. We also found that the fastest folding events occur through high-energy pathways, which are unlikely under equilibrium conditions. These very fast folding pathways do not relax within the equilibrium denatured state that is stabilized by the transient presence of both native and non-native interactions, and they are characterized by the nearly simultaneous formation of the two beta-hairpins and a very small number of non-native contacts.

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Year:  2003        PMID: 12815104      PMCID: PMC166209          DOI: 10.1073/pnas.1331838100

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  14 in total

Review 1.  Fast kinetics and mechanisms in protein folding.

Authors:  W A Eaton; V Muñoz; S J Hagen; G S Jas; L J Lapidus; E R Henry; J Hofrichter
Journal:  Annu Rev Biophys Biomol Struct       Date:  2000

2.  Evaluation of a fast implicit solvent model for molecular dynamics simulations.

Authors:  Philippe Ferrara; Joannis Apostolakis; Amedeo Caflisch
Journal:  Proteins       Date:  2002-01-01

3.  Molecular dynamics simulations of protein folding from the transition state.

Authors:  Jörg Gsponer; Amedeo Caflisch
Journal:  Proc Natl Acad Sci U S A       Date:  2002-04-30       Impact factor: 11.205

4.  Mathematical analysis of coupled parallel simulations.

Authors:  M R Shirts; V S Pande
Journal:  Phys Rev Lett       Date:  2001-05-28       Impact factor: 9.161

5.  Folding simulations of a three-stranded antiparallel beta -sheet peptide.

Authors:  P Ferrara; A Caflisch
Journal:  Proc Natl Acad Sci U S A       Date:  2000-09-26       Impact factor: 11.205

6.  Absolute comparison of simulated and experimental protein-folding dynamics.

Authors:  Christopher D Snow; Houbi Nguyen; Vijay S Pande; Martin Gruebele
Journal:  Nature       Date:  2002-10-20       Impact factor: 49.962

7.  On the simulation of protein folding by short time scale molecular dynamics and distributed computing.

Authors:  Alan R Fersht
Journal:  Proc Natl Acad Sci U S A       Date:  2002-10-18       Impact factor: 11.205

8.  Native-like mean structure in the unfolded ensemble of small proteins.

Authors:  Bojan Zagrovic; Christopher D Snow; Siraj Khaliq; Michael R Shirts; Vijay S Pande
Journal:  J Mol Biol       Date:  2002-10-11       Impact factor: 5.469

9.  Validity of Gō models: comparison with a solvent-shielded empirical energy decomposition.

Authors:  Emanuele Paci; Michele Vendruscolo; Martin Karplus
Journal:  Biophys J       Date:  2002-12       Impact factor: 4.033

10.  Native proteins are surface-molten solids: application of the Lindemann criterion for the solid versus liquid state.

Authors:  Y Zhou; D Vitkup; M Karplus
Journal:  J Mol Biol       Date:  1999-01-29       Impact factor: 5.469

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  13 in total

1.  Trp zipper folding kinetics by molecular dynamics and temperature-jump spectroscopy.

Authors:  Christopher D Snow; Linlin Qiu; Deguo Du; Feng Gai; Stephen J Hagen; Vijay S Pande
Journal:  Proc Natl Acad Sci U S A       Date:  2004-03-12       Impact factor: 11.205

2.  Formation of the folding nucleus of an SH3 domain investigated by loosely coupled molecular dynamics simulations.

Authors:  G Settanni; J Gsponer; A Caflisch
Journal:  Biophys J       Date:  2004-03       Impact factor: 4.033

3.  How does averaging affect protein structure comparison on the ensemble level?

Authors:  Bojan Zagrovic; Vijay S Pande
Journal:  Biophys J       Date:  2004-10       Impact factor: 4.033

4.  Hidden complexity of free energy surfaces for peptide (protein) folding.

Authors:  Sergei V Krivov; Martin Karplus
Journal:  Proc Natl Acad Sci U S A       Date:  2004-10-04       Impact factor: 11.205

5.  Comparison of sequence-based and structure-based energy functions for the reversible folding of a peptide.

Authors:  Andrea Cavalli; Michele Vendruscolo; Emanuele Paci
Journal:  Biophys J       Date:  2005-03-04       Impact factor: 4.033

6.  Protein folding by distributed computing and the denatured state ensemble.

Authors:  Neelan J Marianayagam; Nicolas L Fawzi; Teresa Head-Gordon
Journal:  Proc Natl Acad Sci U S A       Date:  2005-11-02       Impact factor: 11.205

7.  Folding cooperativity in a three-stranded beta-sheet model.

Authors:  Daniel R Roe; Viktor Hornak; Carlos Simmerling
Journal:  J Mol Biol       Date:  2005-09-16       Impact factor: 5.469

Review 8.  CHARMM: the biomolecular simulation program.

Authors:  B R Brooks; C L Brooks; A D Mackerell; L Nilsson; R J Petrella; B Roux; Y Won; G Archontis; C Bartels; S Boresch; A Caflisch; L Caves; Q Cui; A R Dinner; M Feig; S Fischer; J Gao; M Hodoscek; W Im; K Kuczera; T Lazaridis; J Ma; V Ovchinnikov; E Paci; R W Pastor; C B Post; J Z Pu; M Schaefer; B Tidor; R M Venable; H L Woodcock; X Wu; W Yang; D M York; M Karplus
Journal:  J Comput Chem       Date:  2009-07-30       Impact factor: 3.376

9.  Microscopic events in β-hairpin folding from alternative unfolded ensembles.

Authors:  Robert B Best; Jeetain Mittal
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-20       Impact factor: 11.205

10.  Microscopic interpretation of folding ϕ-values using the transition path ensemble.

Authors:  Robert B Best; Gerhard Hummer
Journal:  Proc Natl Acad Sci U S A       Date:  2016-03-08       Impact factor: 11.205

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