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 μs 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.

Mapping the Protein Fold Universe Using the CamTube Force Field in Molecular Dynamics Simulations / P. Kukic, A. Kannan, M.J..J. Dijkstra, S. Abeln, C. Camilloni, M. Vendruscolo. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-734X. - 11:10(2015), pp. e1004435.1-e1004435.19. [10.1371/journal.pcbi.1004435]

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

C. Camilloni
Penultimo
;
2015

Abstract

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 μs 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.
Programming Languages; Protein Conformation; Proteins; Software; Stress, Mechanical; Algorithms; Models, Chemical; Molecular Dynamics Simulation; Protein Folding; Computational Theory and Mathematics; Modeling and Simulation; Ecology, Evolution, Behavior and Systematics; Genetics; Molecular Biology; Ecology; Cellular and Molecular Neuroscience
Settore FIS/07 - Fisica Applicata(Beni Culturali, Ambientali, Biol.e Medicin)
2015
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/494780
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