Mapping the Protein Fold Universe Using the CamTube Force Field in Molecular Dynamics Simulations

被引:13
作者
Kukic, Predrag [1 ]
Kannan, Arvind [1 ,2 ]
Dijkstra, Maurits J. J. [1 ,3 ]
Abeln, Sanne [3 ]
Camilloni, Carlo [1 ]
Vendruscolo, Michele [1 ]
机构
[1] Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England
[2] Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
[3] Vrije Univ Amsterdam, Dept Comp Sci, Amsterdam, Netherlands
关键词
ENERGY LANDSCAPE; ALPHA-HELIX; PHYSICS; MODEL; PATHWAYS; GEOMETRY; FUNNELS; CHAIN;
D O I
10.1371/journal.pcbi.1004435
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
It has been recently shown that the coarse-graining of the structures of polypeptide chains as self-avoiding tubes can provide an effective representation of the conformational space of proteins. In order to fully exploit the opportunities offered by such a 'tube model' approach, we present here a strategy to combine it with molecular dynamics simulations. This strategy is based on the incorporation of the 'CamTube' force field into the Gromacs molecular dynamics package. By considering the case of a 60-residue polyvaline chain, we show that CamTube molecular dynamics simulations can comprehensively explore the conformational space of proteins. We obtain this result by a 20 mu s metadynamics simulation of the polyvaline chain that recapitulates the currently known protein fold universe. We further show that, if residue-specific interaction potentials are added to the CamTube force field, it is possible to fold a protein into a topology close to that of its native state. These results illustrate how the CamTube force field can be used to explore efficiently the universe of protein folds with good accuracy and very limited computational cost.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] PRINCIPLES THAT GOVERN FOLDING OF PROTEIN CHAINS
    ANFINSEN, CB
    [J]. SCIENCE, 1973, 181 (4096) : 223 - 230
  • [2] Importance of metastable states in the free energy landscapes of polypeptide chains
    Auer, Stefan
    Miller, Mark A.
    Krivov, Sergei V.
    Dobson, Christopher M.
    Karplus, Martin
    Vendruscolo, Michele
    [J]. PHYSICAL REVIEW LETTERS, 2007, 99 (17)
  • [3] Characterization of the nucleation barriers for protein aggregation and amyloid formation
    Auer, Stefan
    Dobson, Christopher M.
    Vendruscolo, Michele
    [J]. HFSP JOURNAL, 2007, 1 (02): : 137 - 146
  • [4] Phase Diagram of α-Helical and β-Sheet Forming Peptides
    Auer, Stefan
    Kashchiev, Dimo
    [J]. PHYSICAL REVIEW LETTERS, 2010, 104 (16)
  • [5] A Condensation-Ordering Mechanism in Nanoparticle-Catalyzed Peptide Aggregation
    Auer, Stefan
    Trovato, Antonio
    Vendruscolo, Michele
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (08)
  • [6] Self-Templated Nucleation in Peptide and Protein Aggregation
    Auer, Stefan
    Dobson, Christopher M.
    Vendruscolo, Michele
    Maritan, Amos
    [J]. PHYSICAL REVIEW LETTERS, 2008, 101 (25)
  • [7] A Generic Mechanism of Emergence of Amyloid Protofilaments from Disordered Oligomeric Aggregates
    Auer, Stefan
    Meersman, Filip
    Dobson, Christopher M.
    Vendruscolo, Michele
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2008, 4 (11)
  • [8] Physics of proteins
    Banavar, Jayanth R.
    Maritan, Amos
    [J]. ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE, 2007, 36 : 261 - 280
  • [9] Geometry and physics of proteins
    Banavar, JR
    Maritan, A
    Micheletti, C
    Trovato, A
    [J]. PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2002, 47 (03) : 315 - 322
  • [10] Residue-Specific α-Helix Propensities from Molecular Simulation
    Best, Robert B.
    de Sancho, David
    Mittal, Jeetain
    [J]. BIOPHYSICAL JOURNAL, 2012, 102 (06) : 1462 - 1467