Folding Kinetics and Unfolded State Dynamics of the GB1 Hairpin
from Molecular Simulation
David De Sancho,
†
Jeetain Mittal,
‡
and Robert B. Best*
,§
†
Cambridge University, Department of Chemistry, Lensfield Road Cambridge CB2 1EW, United Kingdom
‡
Department of Chemical Engineering, 111 Research Drive, Iacocca Hall, Bethlehem, Pennsylvania 18015, United States
§
Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health,
Bethesda, Maryland 20892-0520, United States
*S Supporting Information
ABSTRACT: The C-terminal β-hairpin of protein G is a 16-residue peptide
that folds in a two-state fashion akin to many larger proteins. However, with an
experimental folding time of ∼6 μs, it remains a challenging system for all-
atom, explicitly solvated, molecular dynamics simulations. Here, we use a large
simulation data set (0.7 ms total) of the hairpin at 300 and 350 K to interpret
its folding via a master equation approach. We find a separation of over an
order of magnitude between the longest and second longest relaxation times,
with the slowest relaxation corresponding to folding. However, in spite of this
apparent two-state dynamics, the folding rate determined based on a first-
passage time analysis depends on the initial conditions chosen, with a
nonexponential distribution of first passage times being obtained in some cases. Using the master equation model, we are now
able to account quantitatively for the observed distribution of first passage times. The deviation from the expected exponential
distribution for a two-state system arises from slow dynamics in the unfolded state, associated with formation and melting of
helical structures. Our results help to reconcile recent findings of slow dynamics in unfolded proteins with observed two-state
folding kinetics. At the same time, they indicate that care is required in estimating folding kinetics from many short folding
simulations. Last, we are able to use the master equation model to obtain details of the folding mechanism and folding transition
state, which appear consistent with the “zipper” mechanism inferred from the experiment.
■
INTRODUCTION
Although the resolution of atomistic molecular dynamics (MD)
simulations of protein folding is greater than that of any
experimental technique, their high computational cost and the
limited accuracy of molecular mechanics force fields
1−7
make
benchmarking against experimental data essential.
8
Ultrafast
folding peptides and mini-proteins are well suited to such
validation,
9
since they can be studied using high resolution
spectroscopic techniques
10
and are also amenable to atomistic
molecular simulation studies;
8
additionally simplified statistical
mechanics models are analytically solvable for short sequen-
ces.
11,12
From the extensive characterization of a number of
ultrafast folders, a description of the folding of peptides and
small proteins which is both accurate and microscopically
detailed is currently emerging.
13
Here, we focus on the GB1
hairpin, the C-terminal β-hairpin of protein G
14
(see Figure
1A), which has become one of the testbeds for comparing
simulations, theory, and experimental results. This 16-residue
peptide was shown to fold to a native-like three-dimensional
structure
15
and to exhibit two state folding from relaxation
experiments using ultrafast temperature jumps, with consistent
results using different experimental probes.
16,17
Since then the
GB1 hairpin has been extensively characterized in multiple
experimental
17−20
and simulation
21−37
studies.
Sampling of folding events in all-atom simulations of protein
folding is still a major challenge, and with a folding time of ∼6
μs, the GB1 hairpin is no exception. One approach to sampling
folding (or unfolding) events, extensively exploited in world-
wide distributed computing projects,
38
is to run many relatively
short simulations, of which only a few will contain folding
transitions. The folding rate can then be estimated by assuming
the folding to occur according to simple two-state kinetics.
25
For example, a recent study of the GB1 hairpin used many
simulations of between 0.25 and 1.5 μs each to sample folding
and unfolding events, for a total of 0.7 ms of data.
39
A curious
result of this work was that the apparent folding rate computed
from mean first passage times depended on the choice of initial
“unfolded” states. Using as starting structures a set of unfolded
states chosen from the equilibrium distribution (U−A), a
folding time of 59 μs was obtained, while using a subset of the
unfolded state containing no α-helical structures (U−B)
resulted in a folding time of 8.2 μs. This is clearly an
unexpected result if the peptide indeed folds in a two-state
manner: if relaxation within the unfolded state is much faster
than folding, one would expect little dependence of the results
Received: November 22, 2012
Published: February 7, 2013
Article
pubs.acs.org/JCTC
© 2013 American Chemical Society 1743 dx.doi.org/10.1021/ct301033r | J. Chem. Theory Comput. 2013, 9, 1743−1753