Protein folded states are kinetic hubs
- 15 June 2010
- journal article
- Published by Proceedings of the National Academy of Sciences in Proceedings of the National Academy of Sciences
- Vol. 107 (24) , 10890-10895
- https://doi.org/10.1073/pnas.1003962107
Abstract
Understanding molecular kinetics, and particularly protein folding, is a classic grand challenge in molecular biophysics. Network models, such as Markov state models (MSMs), are one potential solution to this problem. MSMs have recently yielded quantitative agreement with experimentally derived structures and folding rates for specific systems, leaving them positioned to potentially provide a deeper understanding of molecular kinetics that can lead to experimentally testable hypotheses. Here we use existing MSMs for the villin headpiece and NTL9, which were constructed from atomistic simulations, to accomplish this goal. In addition, we provide simpler, humanly comprehensible networks that capture the essence of molecular kinetics and reproduce qualitative phenomena like the apparent two-state folding often seen in experiments. Together, these models show that protein dynamics are dominated by stochastic jumps between numerous metastable states and that proteins have heterogeneous unfolded states (many unfolded basins that interconvert more rapidly with the native state than with one another) yet often still appear two-state. Most importantly, we find that protein native states are hubs that can be reached quickly from any other state. However, metastability and a web of nonnative states slow the average folding rate. Experimental tests for these findings and their implications for other fields, like protein design, are also discussed.Keywords
This publication has 56 references indexed in Scilit:
- Unfolded-State Dynamics and Structure of Protein L Characterized by Simulation and ExperimentJournal of the American Chemical Society, 2010
- Molecular Simulation of ab Initio Protein Folding for a Millisecond Folder NTL9(1−39)Journal of the American Chemical Society, 2010
- Progress and challenges in the automated construction of Markov state models for full protein systemsThe Journal of Chemical Physics, 2009
- Using generalized ensemble simulations and Markov state models to identify conformational statesMethods, 2009
- The Unfolded State of the C-Terminal Domain of the Ribosomal Protein L9 Contains Both Native and Non-Native StructureBiochemistry, 2009
- A one-dimensional free energy surface does not account for two-probe folding kinetics of protein α3DThe Journal of Chemical Physics, 2009
- Simulating oligomerization at experimental concentrations and long timescales: A Markov state model approachThe Journal of Chemical Physics, 2008
- Heterogeneity Even at the Speed Limit of Folding: Large-scale Molecular Dynamics Study of a Fast-folding Variant of the Villin HeadpieceJournal of Molecular Biology, 2007
- Protein folding by zipping and assemblyProceedings of the National Academy of Sciences, 2007
- Ultrafast dynamics of protein collapse from single-molecule photon statisticsProceedings of the National Academy of Sciences, 2007