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Biophysical Journal 74: 3-10 (1998)
© 1998 the Biophysical Society
Biophys J, January 1998, p. 3-10, Vol. 74, No. 1
*Center for Molecular Modeling and Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6323, and #Thomas J. Watson Research Center, International Business Machines Corporation, Yorktown Heights, New York 10598 USA
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ABSTRACT |
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A molecular dynamics simulation has been performed on a
synthetic membrane-spanning ion channel, consisting of four
-helical peptides, each of which is composed of the amino acids leucine (L) and
serine (S), with the sequence
Ac-(LSLLLSL)3-CONH2. This four-helix bundle has
been shown experimentally to act as a proton-conducting channel in a
membrane environment. In the present simulation, the channel was
initially assembled as a parallel bundle in the octane portion of a
phase-separated water/octane system, which provided a membrane-mimetic
environment. An explicit reversible multiple-time-step integrator was
used to generate a dynamical trajectory, a few nanoseconds in duration
for this composite system on a parallel computer, under ambient
conditions. After more than 1 ns, the four helices were found to adopt
an associated dimer state with twofold symmetry, which evolved into a
coiled-coil tetrameric structure with a left-handed twist. In the
coiled-coil state, the polar serine side chains interact to form a
layered structure with the core of the bundle filled with
H2O. The dipoles of these H2O molecules tended
to align opposite the net dipole of the peptide bundle. The calculated
dipole relaxation function of the pore H2O molecules
exhibits two reorientation times. One is ~3.2 ps, and the other is
~100 times longer. The diffusion coefficient of the pore
H2O is about one-third of the bulk H2O value.
The total dipole moment and the inertia tensor of the peptide bundle
have been calculated and reveal slow (300 ps) collective oscillatory
motions. Our results, which are based on a simple united atom
force-field model, suggest that the function of this synthetic ion
channel is likely inextricably coupled to its dynamical behavior.
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INTRODUCTION |
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Ion channels regulate the ionic concentration
across a membrane. They are responsible for signal transduction and
transmission, and are one of the most important constituents of living
cells. Physiological processes involving ion channels range from very elementary sensory systems to the massively interconnected
information-processing network of the mammalian brain. Hundreds of
functionally distinct ion channels have been identified, and the amino
acid sequences of ion channel proteins have been established. The
commonly accepted structure for a great variety of ion channels
involves an aqueous pore. The protein that makes up the pore walls
forms an envelope, undergoing favorable interactions that compensate
for the partial dehydration experienced by an ion as it traverses the
channel. From an electrostatic point of view, the protein may be
considered as a medium, which screens the image charge of the ion,
because of the low permittivity of the surrounding membrane
environment. Unfortunately, despite the obvious curiosity and
speculation concerning the nature of their three-dimensional structure
and functional mechanisms, important membrane proteins, such as AChR
(Imoto et al., 1988
; Unwin, 1993
; Beroukhim and Unwin, 1995
), are too
large and complicated to be investigated reliably by computer
simulation at this time. Accordingly, the focus to date has mostly been
on much simpler systems (Åqvist and Warshel, 1989
; Cooper et al., 1988
; Jordan, 1987
; Pullman, 1991
; Roux and Karplus, 1991
).
To understand the function of ion channels, Lear et al. (1988)
adopted
a "minimalist" approach, starting with the synthesis of small
peptides. The synthetic peptides they employed consisted of simple
repetitive sequences, but with some of the structural features thought
to be important in the natural channel-forming proteins. This
minimalist approach offers the advantage that molecular models used to
explain observed functional properties have fewer structural
possibilities than those generated with natural sequences. Moreover,
the simpler sequence peptides can be expected to have somewhat simpler
functional properties. The more complex functions of the natural
proteins might then be built up by introducing modifications and
additions designed to test specific hypotheses concerning the role of
individual residues. These model systems are also more amenable to the
current generation of molecular simulations, which can then be carried
out in much the same environment as that used for the laboratory
counterparts.
One of the first minimalist channel peptides designed by Lear et al.
(1988)
had the sequence Ac-(LSLLLSL)3-CONH2,
which is 21 residues in length, so that it can span the hydrophobic
portion of a typical lipid bilayer. Leucine (L) was chosen for the
apolar face of the helix because of its high hydrophobicity and
helix-forming propensity. Serine (S) was chosen for the hydrophilic
face of the helix because it is polar, but without a net charge. This peptide was found to assemble as a tetramer and behave as a
proton-conducting channel (Lear et al., 1988
; Chung et al., 1992
;
Akerfeldt et al., 1993
; Kienker et al., 1994
; Kienker and Lear, 1995
).
The simplicity of the heptad repeat in the design sequence minimizes
issues related to the protein folding problem.
The
-helical coiled-coil structural motif was originally proposed by
Crick (1953)
. In the Crick model, the axes of the
-helices are
inclined toward each other by an angle of ~20°. Furthermore, the
-helices deform slightly, so that they remain in contact and wind
around each other, like a two-stranded rope. Coiled-coils are often
found as a structural motif in native proteins, such as muscle
regulatory protein, DNA-binding protein, and cGMP-dependent protein
kinases. The secondary structure is entirely
-helix, and the helices
are packed according to complementary, so-called knob-into-holes
packing. The coiled-coil motif provides an ideal model for studying
forces responsible for protein folding and protein-protein recognition.
It has recently attracted intensive research in both experimental and
computational studies (DeLano and Brünger, 1994
).
Molecular dynamics (MD) simulation has proved itself to be a useful
tool for understanding the properties and functions of complex systems,
ranging from self-assembled monolayers (Hautman and Klein, 1989) to
micelles (Watanabe and Klein, 1989) and membranes (Berendsen, 1996).
The hydrophobic environment is vital to the structure and function of
ion channel proteins; these proteins have also been studied via
simulation (Åqvist and Warshel, 1989
; Jordan, 1987
; Woolf and Roux,
1994
; Elber et al., 1995
; Roux et al., 1995
). To date, much of the
focus has been on gramicidin, and important results have been obtained.
However, in the case of larger channel proteins, simplifications have
often been necessary. For example, in some of the work of Sansom et al.
(1995)
, the
-helices composing the channel were constrained to
reduce the computational overhead. Although such a procedure can give
information on the behavior of the pore water, it clearly cannot give
insight into the dynamical comportment of the channel.
In this work we have combined some of the recently introduced novel
simulation methodologies (Martyna et al., 1992
, 1996
) with state-of-art
parallel computing to probe the behavior of a minimalist synthetic
proton channel (Lear et al., 1988
) in the presence of a
membrane-mimetic environment. Specifically, the latter has been taken
into account by placing a four-helix peptide bundle in the octane
region of a water/octane simulation box. The evolution of the
four-helix bundle was then followed during an MD simulation.
Anticipating our results, we will see that once formed, the
close-packed coiled-coil channel persisted for the duration of the MD
simulation, which spans several nanoseconds. The serine side chains,
lining the hydrophilic inner surface of the channel, were found to be
bound mostly through pore H2O. The latter formed a network,
through which an excess proton should easily pass via a
Grötthus-type mechanism (Sagnella et al., 1996
). From an analysis of the MD trajectory, we have identified a slow damped collective mode
of the peptide bundle, with a period of ~300 ps. Two relaxation times
of pore H2O were observed: one around 3 ps, and another that is much slower.
The paper is organized as follows. First we present a brief outline of the simulation procedures. Then we discuss the system set-up and the assembly of the model channel. This section is followed by an analysis of structural and dynamical properties of the four-helix bundle. The article ends with a brief conclusion and discussion of possible avenues for future research.
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MULTIPLE-TIME-STEP MOLECULAR DYNAMICS |
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To get optimal performance in both system size and time scale, we
have employed the MD scheme that is based on explicit reversible integrators, combined with the multiple time step method of Tuckerman et al. (1992)
. The van der Waals and electrostatic interactions that
compose the interatomic forces were each divided into short- and
long-range components. The short-range interactions were truncated at
7.0 Å for the electrostatic terms and at 2.0
, where
is the
usual Lennard-Jones parameter, for van der Waals interactions. The
short-range interactions were calculated every 1.5 fs. However, with
the chosen cutoffs, they contain only about half of all of the
nonbonding interactions. The major part of the nonbonding interaction,
the long-range part, fluctuates slowly and was therefore calculated
only every 3 fs. The intramolecular interactions, including stretching,
bending, and dihedral angles, are calculated every 0.3 fs.
Periodic boundary conditions were used with an overall cutoff of 2.5
for the van der Waals interactions. A standard correction (Allen
and Tildesley, 1987
) was utilized for the neglected long-range contributions of van der Waals interactions. The Ewald method was
employed to take into account the long-range electrostatic interactions
(Allen and Tildesley, 1987
; Ciccotti et al., 1987
), with a 10-Å
real-space truncation, 10 Å
1 as the cutoff in reciprocal
space, and a value of
= 0.3 for the weight of the Gaussian damping
factor.
The simulation was carried out at nominal room temperature, 300 K, with
the temperature controlled by a Nosé-Hoover chain thermostat
(Martyna et al., 1992
). We used a single Nosé-Hoover chain of
length 3, and the frequency factor of the chain was chosen to be 2 ps
1. The thermostat equations of motion yield continuous
dynamics that generate a canonical distribution (Martyna et al., 1996
). In the part of the trajectory where the averaged properties are calculated, no constraints were applied to the system.
The new simulation code we employed was developed at the University of
Pennsylvania (Moore and Klein, 1997
) and parallelized using the Message
Passing Interface (MPI). The bulk of the simulation was done at the IBM
T. J. Watson Laboratory, Yorktown Heights. The code takes ~1000
s/ps of trajectory, using 16 processors of an IBM SP1.
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SIMULATION SYSTEM |
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The Ac-(LSLLLSL)3-CONH2
-helical
peptide was first set up in an ideal right-handed
-helical form
using INSIGHT (Biosym Technologies, San Diego, CA). Then the peptide
was minimized via an adapted-basis Newton-Raphson algorithm (ABNR),
using an optimized version of the CHARMM program and the CHARMM 19 united atom parameter set (Brooks et al., 1983
), with all backbone
atoms fixed, so that the atoms on the side chain could relax. Next, the
minimized helix was duplicated and assembled as a parallel tetramer
with fourfold symmetry. The interhelix separation (~10 Å) was chosen
to avoid any nonphysical repulsions. For example, the leucine side
chains should likely not be intertwined. The energy of the four-helix bundle was then minimized by ABNR, with all backbone atoms fixed, to
eliminate any possible bad contacts between the helices. The resulting
structure (see Fig. 1) provided the
starting configuration for the ion channel simulation.
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In the laboratory, the channel protein is solvated in a lipid bilayer.
Unfortunately, at the present time, the lipid bilayer membrane
diphytanoylphosphatidylcholine (diPhy-PC) used in laboratory experiments (Lear et al., 1988
) is too demanding in CPU time to be
included in a long MD simulation. However, one of the most important
properties of the lipid bilayer, among all others, is a well-defined
hydrophilic/hydrophobic interface. Here liquid hydrocarbon has been
used to provide the channel peptide with an appropriate
membrane-mimetic environment. For this purpose, we have chosen the
hydrocarbon n-octane (C8H18),
because it is a relatively simple liquid that forms a stable interface
with H2O at room temperature (see Fig.
2). The same basic idea has been used
before in other ion channel simulations (Roux and Kaplus, 1991
;
Sagnella and Voth, 1996
).
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Individual simulation systems of both H2O and
C8H18 were prepared using constant
volume (NVT) and constant pressure (NPT) MD simulations, at room
temperature and atmospheric pressure, each of which ran for over 500 ps. Then the C8H18 box was cut into a slab
(45.45 × 47.45 Å2) with the same height (34.68 Å)
as the ideal
-helix of Fig. 1. The lateral dimensions of the
simulation box were chosen in such a way that the four-helix bundle was
reasonably far from any of its images. Next, a hole was cut in the
middle of the octane box and the four-helix bundle was introduced. Then
two slabs of H2O molecules, each 6 Å thick, were taken
from the H2O simulation and added to both ends of the
peptide bundle. The H2O layer thickness was chosen based on
the known characteristics of the
H2O/C8H18 interface (see Fig. 2). A
string of H2O containing 15 molecules was cut from the
equilibrium box and inserted in the middle of the bundle. The resulting
system, with 222 C8H18 molecules, 957 H2O molecules, and the four
-helices, with dimensions of
45.45 × 47.45 × 46.68 Å3, composed the
starting configuration for this study.
To eliminate the tension between different components and to solvate
the four-helix bundle, we initially constrained the bundle and carried
out an NVE-MD run on the H2O and
C8H18 subsystem for 200 ps. The well-known
TIP3P model (Jorgensen et al., 1983
) was used for both the bulk and
pore H2O. However, because of the multiple-time-step integrator used for the equations of motion, the O-H bond length was
not constrained. The parameters used for C8H18
were those recommended by Siepmann et al. (1993)
for a fully flexible
united atom model of methyl and methylene groups. The topology and
parameters for the peptide were taken from CHARMM 19 (Brooks et al.,
1983
). This version of the parameter set is based on a united atom
model for the peptide residues and their interactions, and hence is consistent with the molecular model used for the hydrophobic
C8H18. All hydrogens, except the polar hydrogen
of serine, the amide, and water, were absorbed in heavy atoms, which
leads to a significant reduction in the number of interaction sites.
The resulting simulation system contained, in total, 5415 united atoms.
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FOUR-HELIX BUNDLE |
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A 200-ps NVE-MD run was started from the set-up described above. This was followed by a 400-ps run under NVT conditions. During both runs, the velocities were reassigned every 100 steps to hold the temperature at 300 K. After 600 ps of temperature scaling, a NVT-MD run was carried out, which lasted more than 5 ns.
The behavior of the system first appeared to stabilize after 1000 ps,
most likely because the initial setup was far from the preferred
conformation of the peptide bundle and optimal side-chain packing.
During the NVT run, the helices tilted, twisted, and associated to form
a channel. The helices first evolved from the initial idealized
tetrameric structure proposed by Lear et al. (1988)
to a state with two
associated dimers and overall twofold symmetry (see Fig.
3). The latter state persisted for over 3 ns. Then the helical bundle evolved back to a tetrameric structure (see
Fig. 4). After that, no significant
changes were observed over a further 2 ns of simulation. The final
tetramer structure is consistent with the open channel structure
proposed by Lear et al. (1988)
, in which the helices form a left-hand
coiled-coil (see Fig. 5). Besides
this, the helices are close packed and support the necessary pore
structure with a hydrophilic inner and a hydrophobic outer surface (see
Fig. 6). In the final structure, the
inner, polar side chains of serine are solvated by the pore
H2O molecules, and the outer, hydrophobic side chains of
the leucine residues are solvated in C8H18.
Very importantly, despite significant excursions of each helix around
average positions, the bundle shows no tendency to dissociate over the
time of this simulation.
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Throughout the MD trajectory, the H2O molecules are pumped into the channel pore and others are pumped out. In the dimer and tetramer states, respectively, there are ~30 and 40 H2O molecules remaining in the channel. Fig. 7 actually shows the time evolution of the number of pore H2O molecules in the central portion of the channel only. Figs. 8 and 9 show instantaneous configurations of pore H2O taken from the simulation.
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STRUCTURAL AND DYNAMICAL PROPERTIES |
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During the simulation, each peptide is rotating, stretching, and
bending, but the
-helices remained intact, with the hydrogen bonds
along each back-bone well maintained. In addition, the bundle undergoes
certain modes of collective motion, namely breathing, twisting, and
stretching.
An ideal
-helix has 3.6 residues per turn. On the other hand, the
channel helix has a periodicity of 7. Thus it has 0.2 residues less
than required for two complete turns. The helix therefore acquires a
twist of ~10° to have all of the polar side chains pointing to the
pore. The net twist of the bundle was calculated by monitoring the
angle between the total channel dipole and the dipole of each helix and
taking the average over the MD trajectory. The result, 17.5 ± 4.8°, is consistent with the ideal value of 20° proposed by Crick
(1953)
.
To explore further the structural properties, we have calculated the
dipole moment of each helix as well as that of the whole bundle (see
Fig. 10). At equilibrium, each peptide
has a dipole moment of ~15.0 e × Å, where
e is the charge of the electron, which is essentially
equivalent to a charge of ±0.50e located at the N and C
termini of the
-helix, respectively. This is consistent with the
conventional picture of the
-helix and supports the assumption
underlying the electrodiffusion model of Kienker et al. (1994)
.
|
Further analysis of the dynamics was carried out by calculating the
inertia tensor of the bundle. The inertia tensor has two roughly equal
components in the plane perpendicular to the channel direction (see
Fig. 11). These components and the one
along the channel direction show periodic oscillations (see Fig. 11).
We have also calculated the power spectrum of each component of the inertia tensor. There is a broad peak around 0.003 ps
1, a
frequency corresponding to breathing of the helix bundle.
|
The serine side chains, which form the hydrophilic surface of the
channel peptide, lie mostly in the plane perpendicular to the channel
direction. The protons of the serine hydroxyl groups are generally
pointed toward the backbone carbonyl at the next turn of the
-helix.
This arrangement helps to stabilize the helical structure and exposes
the serine hydroxyl oxygen atoms to the pore. The serine hydroxyl
oxygen atoms on neighboring helices are linked together, mostly through
pore H2O, via hydrogen bonds (see Figs. 8 and Fig. 9). In
this way, the helices form a stable channel, with the serine polar side
chains adopting a layered structure that acts as a bottleneck in the
channel. However, the collective motion of the helices allows the pore
H2O to be transferred between the layers of serines and
eventually pass through the channel.
We have calculated the diffusion coefficient of the H2O molecules in the system. Three kinds of behavior of H2O have been observed (see Fig. 12). The pore H2O molecules have a diffusion coefficient that is about one-third of the bulk value, whereas the bound H2O molecules stay linked to the serine side chains and hold the helical bundle together. However, each H2O changes its role among the three kinds of behavior during the course of the MD trajectory.
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The number of hydrogen bonds made by each oxygen of the pore
H2O fluctuates around the value 1.4, with a mean square
deviation of ±0.2, which is ~30% lower than the value of 1.9, associated with bulk TIP3P water (Jorgensen et al., 1983
). We also
calculate the dipole moment of the pore H2O. The averaged
dipole moment of a pore H2O molecule is zero perpendicular
to the channel direction, but 0.35e × Å in the
channel direction. This suggests that most of the pore H2O
molecules are arranged in such a way that one of their hydrogens mostly
points along the channel direction opposing the dipole of the bundle.
We have calculated the dipole moment auto correlation function for the
H2O molecules in the system, because this quantity is
accessible to NMR experiment. For the pore H2O, contrary to a previous report (Breed et al., 1996
), we found that the dipole relaxation cannot be fitted to a single exponential decay. However, we
found that a two-exponential regression is able to describe the
relaxation of the H2O dipole (see Fig.
13):
|
(1) |
|
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CONCLUSIONS |
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We have performed a constant-volume MD simulation, spanning more
than 5 ns, on a synthetic ion channel consisting of a four-helix peptide bundle. The necessary hydrophobic/hydrophilic environment has
been taken into account so that the channel can be followed dynamically
during the simulation. We have shown that the four
-helices
assembled in the presence of a membrane-like environment form a
close-packed pore structure. The present synthetic channel first
spontaneously adopted an associated dimer conformation, which then
evolved to a left-handed coiled-coil tetramer structure. The assembled
four-helix bundle undergoes certain well-defined oscillatory
low-frequency motions during the MD simulation. The two states observed
may possibly correspond to the two conducting states of the channel
noted by Lear et al. (1988)
. The hydrophilic serine side chains are
solvated by the pore H2O. The latter form a network through
which a proton should easily be able to pass (Sagnella et al., 1996
;
Pomes and Roux, 1996
). The hydrophobic leucine side chains are solvated
in C8H18. The simulation also shows that the
pore H2O has a solvation structure different from that of
the bulk H2O. Specifically, we found evidence for two distinct reorientation times of pore H2O. Our results also
suggest that the CHARMM 19 parameter set provides at least a reasonable initial description of this synthetic ion channel. A more detailed comparison of the associated dimer state and the tetramer state, and
dynamical information, including the nature and the damping of the
collective mode, the effect of introducing a proton, and the dynamical
properties of pore H2O, along with a parallel method utilizing a different potential parameter set, are currently under investigation.
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ACKNOWLEDGMENTS |
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We thank Drs. J. D. Lear, W. F. DeGrado, P. C. Pattnaik, D. J. Tobias, D. Scharf, and K. Tu for many illuminating discussions.
This work was supported by the National Institutes of Health under grant GM 40712 and by the International Business Machine Corporation under a joint study agreement (no. 41680055). QZ thanks the Thomas J. Watson Research Center, IBM Corporation, for support and hospitality.
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FOOTNOTES |
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Received for publication 5 December 1996 and in final form 25 September 1997.
Address reprint requests to Dr. Michael L. Klein, Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19104-6323. Tel.: 215-898-8571; Fax: 215-898-8296; E-mail: klein{at}lrsm.upenn.edu.
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REFERENCES |
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Acta Crystallogr.
6:689-697
an example of a permion.
Biophys. J.
68:906-924[Abstract].
a theoretical study of H+ translocation along the single-file water chain in the gramicidin a channel.
Biophys. J.
71:19-39[Abstract].
molecular dynamics study of single and double occupancy.
Biophys. J.
68:876-892[Abstract].
Biophys J, January 1998, p. 3-10, Vol. 74, No. 1
© 1998 by the Biophysical Society 0006-3495/98/01/03/08 $2.00
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