Molecular dynamics simulations have become an important tool in studying protein dynamics over the last few decades. Atomistic simulations on the order of micro- to milliseconds are becoming feasible and are used to study the state-of-the-art experiments in atomistic detail. Yet, analyzing the high-dimensional-long-temporal trajectory data is still a challenging task and sometimes leads to contradictory results depending on the analyses. To reveal the dynamic aspect of the trajectory, here we propose a simple approach which uses a time correlation function matrix and apply to the folding/unfolding trajectory of FiP35 WW domain [Shaw et al., Science 330, 341 (2010)]. The approach successfully characterizes the slowest mode corresponding to the folding/unfolding transitions and determines the free energy barrier indicating that FiP35 is not an incipient downhill folder. The transition dynamics analysis further reveals that the folding/unfolding transition is highly heterogeneous, e.g., the transition path time varies by ∼100 fold. We identify two misfolded states and show that the dynamic heterogeneity in the folding/unfolding transitions originates from the trajectory being trapped in the misfolded and half-folded intermediate states rather than the diffusion driven by a thermal noise. The current results help reconcile the conflicting interpretations of the folding mechanism and highlight the complexity in the folding dynamics. This further motivates the need to understand the transition dynamics beyond a simple free energy picture using simulations and single-molecule experiments.
Skip Nav Destination
Article navigation
7 April 2015
Research Article|
April 01 2015
Dynamic heterogeneity in the folding/unfolding transitions of FiP35
Toshifumi Mori;
Toshifumi Mori
a)
Institute for Molecular Science
, Okazaki, Aichi 444-8585, Japan
and School of Physical Sciences, The Graduate University for Advanced Studies
, Okazaki, Aichi 444-8585, Japan
Search for other works by this author on:
Shinji Saito
Shinji Saito
b)
Institute for Molecular Science
, Okazaki, Aichi 444-8585, Japan
and School of Physical Sciences, The Graduate University for Advanced Studies
, Okazaki, Aichi 444-8585, Japan
Search for other works by this author on:
a)
Electronic mail: mori@ims.ac.jp
b)
Electronic mail: shinji@ims.ac.jp
J. Chem. Phys. 142, 135101 (2015)
Article history
Received:
December 27 2014
Accepted:
March 19 2015
Citation
Toshifumi Mori, Shinji Saito; Dynamic heterogeneity in the folding/unfolding transitions of FiP35. J. Chem. Phys. 7 April 2015; 142 (13): 135101. https://doi.org/10.1063/1.4916641
Download citation file:
Sign in
Don't already have an account? Register
Sign In
You could not be signed in. Please check your credentials and make sure you have an active account and try again.
Could not validate captcha. Please try again.
Sign in via your Institution
Sign in via your InstitutionPay-Per-View Access
$40.00
Citing articles via
Related Content
Consensus for the Fip35 folding mechanism?
J. Chem. Phys. (July 2013)
The transition state transit time of WW domain folding is controlled by energy landscape roughness
J. Chem. Phys. (November 2009)
Markov state models from hierarchical density-based assignment
J. Chem. Phys. (August 2021)
Polarizable and non-polarizable force fields: Protein folding, unfolding, and misfolding
J. Chem. Phys. (November 2020)
On the advantages of exploiting memory in Markov state models for biomolecular dynamics
J. Chem. Phys. (July 2020)