© 1999 Macmillan Magazines Ltd
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Interpreting the folding kinetics of
helical proteins
Yaoqi Zhou* & Martin Karplus*²
* Department of Chemistry & Chemical Biology, Harvard University, Cambridge,
Massachusetts 02138, USA
² Laboratoire de Chimie Biophysique, ISIS, Universite  Louis Pasteur,
67000 Strasbourg, France
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The detailed mechanism of protein folding is one of the major
problems in structural biology
1,2
. Its solution is of practical as well
as fundamental interest because of its possible role in utilizing the
many sequences becoming available from genomic analysis
3
.
Although the Levinthal paradox
4
(namely, that a polypeptide
chain can ®nd its unique native state in spite of the astronomical
number of con®gurations in the denatured state) has been
resolved
4±7
, the reasons for the differences in the folding beha-
viour of individual proteins remain to be elucidated. Here a C
a
-
based three-helix-bundle-like protein model with a realistic ther-
modynamic phase diagram is used to calculate several hundred
folding trajectories. By varying a single parameter, the difference
between the strength of native and non-native contacts, folding is
changed from a diffusion±collision mechanism
8
to one that
involves simultaneous collapse and partial secondary-structure
formation, followed by reorganization to the native structure.
Non-obligatory intermediates are important in the former,
whereas there is an obligatory on-pathway intermediate in the
latter. Our results provide a basis for understanding the range of
folding behaviour that is observed in helical proteins.
All-atom models with explicit solvent have provided information
on high-temperature unfolding
9,10
and the free-energy landscapes of
several proteins
11,12
. However, corresponding simulations of the
folding kinetics for ensembles of trajectories are beyond what can
be done with available computers
13
, as folding times are millise-
conds or longer for most proteins. To overcome such computational
limitations, we use discrete molecular dynamics to study the folding
of the small (46-residue) three-helix-bundle fragment of protein A
(ref. 14; and Fig. 1a). The thermodynamic behaviour of the model
(Fig. 1b) is in accord with simulations of crambin using an all-atom
representation and the temperature-dependent X-ray diffraction
results for ribonuclease A (ref. 15), as well as data for other
proteins
16,17
. An important element of the model
18
is that the
phase diagram can be varied by the choice of a single parameter,
the bias gap (see Methods), which determines the relative stability of
native and non-native contacts. For example, equilibrium collapse
to a disorganized globule occurs for a small bias gap and to an
organized (molten) globule for a large bias gap, as shown in Fig. 1b.
To analyse the folding kinetics, 100 trajectories, each 100 ms to 1 ms
in length, were calculated for a series of values of the bias gap
parameter, starting from the fully denatured state under conditions
where the native state is stable (see Methods). The folding times
range from 60 ns to more than 0.1 ms for the highly optimized
model (large bias, gap, g 1:3) and from 2 ms to more than 1 ms for
a weakly optimized model (g 0:3).
The range of folding behaviour is illustrated in Fig. 2. The kinetics
of two trajectories for a small value of the bias parameter (g 0:3),
both are very different, although identical model parameters are
used and both reach the native state. The ®rst (Fig. 2a) has early
helix formation (that is, about 70% of the helical contacts exist at
10 ns), whereas other progress variables (the fraction of native
interhelical contacts and the inverse native fraction of the volume,
for example) are still very far from the native state. The resulting
near-helical peptide chain then undergoes a slow diffusion±colli-
sion-like search
8
of the relative helix orientations until the native
state is reached at 19 ms. In this folding scheme, there can be
letters to nature
400 NATURE | VOL 401 | 23 SEPTEMBER 1999 | www.nature.com
0.4 0.6 0.8 1.0 1.2
Bias gap
0.0
0.4
0.8
1.2
1.6
Reduced temperature
Disordered
Coil
globule
Molten globule
Surface–molten solid (native)
Solid
Collapse transition
a
b
Figure 1 Structure and thermodynamics of the model three-helix bundle protein.
a, Global minimum structure of the model obtained by annealing the NMR structure of the
three-helix-bundle fragment (residues 10±55) of Staphylococcus aureus protein A (ref.
14); helix I, II and III are shown in green, blue and red, respectively. b, The phase diagram
for models with different bias gap values. All temperatures are in units of the energy
parameter e. Thermal transitions and collapse transition are indicated by open circles and
open squares, respectively. The ®lled circles indicate a ®rst-order-like two-state
transition. There are four signi®cant transitions: a collapse transition; a disordered to
ordered (molten) globule transition; a globule to native-state transition; and the transition
from the active native state to a frozen inactive state
15,22
.