ArticleThe journal of physical chemistry. B2013
New insights into the folding of a β-sheet miniprotein in a reduced space of collective hydrogen bond variables: application to a hydrodynamic analysis of the folding flow.
Article in The journal of physical chemistry. B, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed.
- Peptide and Protein Structure Prediction with a Simplified Continuum Solvent Model.The journal of physical chemistry. B · 2018Article
- Temperature evolution of Trp-cage folding pathways: An analysis by dividing the probability flux field into stream tubes.Journal of biological physics · 2017Article
- Focal Adhesion Kinase: The Reversible Molecular Mechanosensor.Biophysical journal · 2017Article
- Turbulence in protein folding: Vorticity, scaling and diffusion of probability flows.PloS one · 2017Article
- Using Local States To Drive the Sampling of Global Conformations in Proteins.Journal of chemical theory and computation · 2016Article
- Article
- First passage analysis of the folding of a β-sheet miniprotein: is it more realistic than the standard equilibrium approach?The journal of physical chemistry. B · 2014Article
- Design and application of implicit solvent models in biomolecular simulations.Current opinion in structural biology · 2014Review
- Kinetics and thermodynamics of membrane protein folding.Biomolecules · 2014Review
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Abstract
A new analysis of the 20 μs equilibrium folding/unfolding molecular dynamics simulations of the three-stranded antiparallel β-sheet miniprotein (beta3s) in implicit solvent is presented. The conformation space is reduced in dimensionality by introduction of linear combinations of hydrogen bond distances as the collective variables making use of a specially adapted principal component analysis (PCA); i.e., to make structured conformations more pronounced, only the formed bonds are included in determining the principal components. It is shown that a three-dimensional (3D) subspace gives a meaningful representation of the folding behavior. The first component, to which eight native hydrogen bonds make the major contribution (four in each beta hairpin), is found to play the role of the reaction coordinate for the overall folding process, while the second and third components distinguish the structured conformations. The representative points of the trajectory in the 3D space are grouped into conformational clusters that correspond to locally stable conformations of beta3s identified in earlier work. A simplified kinetic network based on the three components is constructed, and it is complemented by a hydrodynamic analysis. The latter, making use of "passive tracers" in 3D space, indicates that the folding flow is much more complex than suggested by the kinetic network. A 2D representation of streamlines shows there are vortices which correspond to repeated local rearrangement, not only around minima of the free energy surface but also in flat regions between minima. The vortices revealed by the hydrodynamic analysis are apparently not evident in folding pathways generated by transition-path sampling. Making use of the fact that the values of the collective hydrogen bond variables are linearly related to the Cartesian coordinate space, the RMSD between clusters is determined. Interestingly, the transition rates show an approximate exponential correlation with distance in the hydrogen bond subspace. Comparison with the many published studies shows good agreement with the present analysis for the parts that can be compared, supporting the robust character of our understanding of this "hydrogen atom" of protein folding.
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