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Biophys J, June 2002, p. 3207-3213, Vol. 82, No. 6
-Helices
Studied by Protein Database Search and Molecular Dynamics Simulations

and
*Laboratori de Medicina Computacional, Unitat de
Bioestadística, Facultat de Medicina, Universitat
Autònoma de Barcelona, 08193 Bellaterra, Spain;
Institut de Recherche Interdisciplinaire en Biologie
Humaine et Nucléaire, Université Libre de Bruxelles,
Campus Erasme, B-1070 Bruxelles, Belgium; and
Service de
Conformation des Macromolécules Biologiques, Université
Libre de Bruxelles, 1050 Bruxelles, Belgium
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ABSTRACT |
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The influence of the solvent on the main-chain
conformation (
and
dihedral angles) of
-helices has been
studied by complementary approaches. A first approach consisted in
surveying crystal structures of both soluble and membrane proteins. The
residues of analysis were further classified as exposed to either the
water (polar solvent) or the lipid (apolar solvent) environment or
buried to the core of the protein (intermediate polarity). The
statistical results show that the more polar the environment, the lower
the value of
i and the higher the value of
i are. The intrahelical hydrogen bond distance increases
in water-exposed residues due to the additional hydrogen bond between
the peptide carbonyl oxygen and the aqueous environment. A second
approach involved nanosecond molecular dynamics simulations of poly-Ala
-helices in environments of different polarity: water to mimic
hydrophilic environments that can form hydrogen bonds with the peptide
carbonyl oxygen and methane to mimic hydrophobic environments without
this hydrogen bond capabilities. These simulations reproduce similar
effects in
and
angles and intrahelical hydrogen bond distance
and angle as observed in the protein survey analysis. The magnitude of
the intrahelical hydrogen bond in the methane environment is stronger
than in the water environment, suggesting that
-helices in
membrane-embedded proteins are less flexible than in soluble proteins.
There is a remarkable coincidence between the
and
angles
obtained in the analysis of residues exposed to the lipid in membrane
proteins and the results from computer simulations in methane, which
suggests that this simulation protocol properly mimic the lipidic cell
membrane and reproduce several structural characteristics of
membrane-embedded proteins. Finally, we have compared the
and
torsional angles of Pro kinks in membrane protein crystal structures
and in computer simulations.
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INTRODUCTION |
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-Helices are major structural elements
in both soluble and membrane proteins (Fasman, 1989
; White and Wimley,
1999
). The stability of
-helices is basically achieved by the
hydrogen bonds between the N
H atoms of residue i to the
carbonyl oxygen of residue i
4 in the preceding turn
of the helix. Importantly, in transmembrane proteins, the formation of
this hydrogen bond network allows the polar polypeptide backbone to
expand the hydrophobic lipid bilayer of the cell membrane. Thus, the
helical bundle motif frequently builds the three-dimensional structure
of membrane proteins along with the
-barrel motif also observed in
membrane-spanning proteins (White and Wimley, 1999
).
An early statistical analysis of the conformation of
-helices in
crystal structures of mostly soluble proteins (Barlow and Thornton,
1988
) showed average main-chain torsion
and
angles of
62°
and
41°, respectively. However, additional hydrogen bonds between
the peptide carbonyl oxygen to a solvent molecule (Blundell et al.,
1983
) or to a protein side-chain (Ballesteros et al., 2000
) produce a
significant change in
and
angles and in the curvature of the
helix. Thus, it seems reasonable to assume that the conformation of
-helices located in hydrophilic environments, such as water, will
differ from the conformation of
-helices located in hydrophobic
environments, such as the cell membrane.
To assess the influence of the environment on the conformation of
-helices, complementary approaches were used in this study. A first
approach consisted in surveying known protein structures. The results
are presented for crystal structures of both soluble and membrane
proteins. Despite the limited availability of membrane protein
structures in the Brookhaven protein data bank (PDB), the significant
increase in the number of deposited structures during the last years
yields to an acceptable number of transmembrane helices for statistical
analysis. Moreover, the residues of analysis are further classified as
exposed, to either the water or the lipid environment, or buried to the
core of the protein. A second approach involved nanosecond molecular
dynamics simulations of poly-Ala
-helices in environments of
different polarity: water and methane. The main-chain
and
torsional angles and intrahelical hydrogen bond parameters obtained in
the analysis of protein crystal structures are compared with those
obtained in computer simulations. Moreover, we have compared the
and
torsional angles of Pro kinks in membrane protein crystal
structures and in computer simulations.
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MATERIALS AND METHODS |
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Membrane protein structures
The atomic coordinates of bacteriorhodopsin (PDB access number 1c3w, 1.55-Å resolution), aa3 (1occ, 2.8 Å), and ba3 (1ehk, 2.4 Å) cytochrome c oxidases, photosyntethic reaction center (1prc, 2.3 Å), potassium channel (1bl8, 3.2 Å), mechanosensitive ion channel (1msl, 3.5 Å), rhodopsin (1f88, 2.8 Å), halorhodopsin (1el2, 1.8 Å), sensory rhodopsin (1h68, 2.1 Å), light harvesting complex (1lgh, 2.4 Å), photosystem I (1jbo, 2.5 Å), AQP1 (1hwo, 3.7 Å), and GlpF (1fx8, 2.2 Å) channels, P-type ATPasa (1eul, 2.6 Å), and fumerate reductase respiratory complex (1qla, 2.2 Å) were obtained from the Brookhaven PDB. The coordinates of the residues in the HELIX annotation of the PDB files, corresponding to transmembrane helices 1-7 of 1c3w; 2-3, 7, 9, 12, 14-15, 19-20, 23, 28-30, 32-35, 41, 54, 59-60, and 63-66 of 1occ; 1, 3-9, 13-14, 16, 18-19, and 22 of 1ehk; 6, 8-10, and 13-14 of 1prc; 1 and 3 of 1bl8; 2-4 of 1msl; 1-7 of 1f88; 1-6, 8-9, 13-14, and 16 of 1e12; 1-8 of 1h68; 2 and 5 of 1lgh; 4, 8, 10, 16, 20, 27, 34-36, 40, 44, 48, 53, 57, 59, 68, 71, 77, 80, 85, 94, 103, 105, 109, 113, and 115-116 of 1jbo; 1 of 1hwo; 1-6, 9, 11-12, and 15 of 1fx8; 2, 4-5, 10-12, 15-16, 20, 25, 28, 31, 36, 38, and 41-43 of 1eul; and 1, 13, 16-20, 22, 25, 28, 29, 32, 26, 38, 40-41, 43-44, 47-48, and 81 of 1qla, were extracted for analysis. This results in a total of 160 transmembrane helices. These helices were split into amino acid stretches of 12 residues long with 1) Ala (349 structures) or 2) Pro (27 structures) at the eighth position. Stretches with other Pro residues in the sequence were removed from the database.
Soluble protein structures
Iditis 3.1 (Oxford Molecular, Oxford, U.K.) was used for
the selection of protein structures in the Brookhaven PDB. The chosen
-helices possess: 1) a resolution of 2.0 Å or better; 2) 12 residues length with Ala at the eighth position; and 3) no Pro residues in the sequence. If two
-helical segments have more than 80% sequence identity (if 10 or more than 10 residues of 12 are identical) only the structure with best resolution was considered.
Accessible surface
The accessible surface of the residues in the survey of protein
crystal structures at the fourth (i
4) and the
eighth (i) positions, was obtained with the Naccess program
(Hubbart and Thornton, 1993
). The sum of the accessible surface of
residues i and i
4 was used to classify
the helices as exposed (>60) or buried (<40). These cutoffs were
chosen by visual inspection of the crystal structures. The structures
between these values could not be visually assigned to either group and
were not included in the analysis.
Molecular dynamics simulations
The model peptides Ace-Ala25-Nme and
Ace-Ala12-Pro-Ala12-Nme
were built in the standard
-helical conformation (backbone dihedral angles
and
of
58 and
47°) using the SYBYL 6.5 program
(Tripos Inc., St. Louis, MO). The Ace-Ala25-Nme
structure was placed in a rectangular box containing 808 water or 1532 methane molecules, and the
Ace-Ala12-Pro-Ala12-Nme
structure was placed in a rectangular box containing 1689 methane
molecules. The sizes of the boxes were approximately 52 × 23 × 23 Å for the
-helix in water, and 60 × 36 × 36 Å for the
-helices in methane, resulting in a density of 1.0 g
cm
3 and 0.5 g cm
3,
respectively. It is important to note that the density of the methane
box is not the density observed in the hydrophobic core of the membrane
(White and Wimley, 1999
). This is due to the different equilibrium
distance between carbons in the methane box and in the polycarbon chain
of the lipid. The density of the methane box was chosen to equal the
first peak of the radial distribution function for the
H4C··CH4 distance
obtained in the molecular dynamics simulations with the interatomic
distance between two methane molecules obtained by full geometry
optimization with ab initio quantum mechanical calculations at the
MP2/6-31G** level of theory (Fig. 1
a). An increase of the density
of the methane box leads to short contacts between molecules and thus
extreme behavior of the system.
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Initially, the atoms of the model peptides were kept fixed, whereas the
solvent molecules were energy minimized (500 steps), heated (from
0-300 K in 15 ps), and equilibrated (from 15-50 ps). Subsequently,
the entire system was subjected to 500 iterations of energy
minimization and then heated to 300 K in 15 ps. This was followed by an
equilibration period (15-500 ps for
Ace-Ala25-Nme, and from 15-1000 ps for
Ace-Ala12-Pro-Ala12-Nme)
and a production run (from 500-1000 ps for
Ace-Ala25-Nme, and from 1000-1500 ps for
Ace-Ala12-Pro-Ala12-Nme) at
constant volume using the particle mesh Ewald method to evaluate
electrostatic interactions (Darden et al., 1993
). The equilibration
time was chosen so that root mean square deviations relative to the
first structure in the simulations remained constant (results not
shown). The longer equilibration period of the Pro-containing structure
is necessary to account for the flexibility of Pro kinks. Structures
were collected for analysis every 0.5 ps during the last 500 ps of
simulation (1000 structures). The energy of interaction between the
N
H atoms of residue 13 and the carbonyl group of residue 9 was
calculated with the Anal program of AMBER 5 (Case et al., 1997
). The
molecular dynamics simulations were run with the Sander module of AMBER 5, the all-atom force field (Cornell et al., 1995
), SHAKE bond constraints in all bonds, a 2-fs integration time step, and constant temperature of 300 K coupled to a heat bath.
Statistical analysis
One-way analysis of variance for independent samples plus a
posteriori one-sided Tukey's test was used for contrasting the backbone torsion angles at position 8 (
i and
i) and intrahelical hydrogen bond distance
(Ni··Oi
4) and angle
(Ni··Oi
4 = Ci
4) between residues in soluble proteins that
are exposed to the hydrophilic aqueous solvent, in membrane proteins
that are exposed to the hydrophobic lipid bilayer, and in both soluble and membrane proteins that are exposed to the core of the protein. Averages and standard deviations of
i,
i,
Ni··Oi
4, and Ni··Oi
4 = Ci
4 obtained in the molecular dynamics simulations were calculated from all the geometries in the production phase. The data obtained in molecular dynamics simulations are not
independent, thus it is not possible to perform statistical tests as in
the protein survey analysis. The statistical analysis was performed
with the SPSS 10 program (SPSS Inc. Chicago, IL).
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RESULTS AND DISCUSSION |
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Survey of helices in known protein structures
Table 1 summarizes the means and
standard deviations for the backbone torsion angles of the residue at
position 8 (
i and
i),
populated by Ala, of
-helices (see Materials and Methods) in soluble
proteins that are exposed to the hydrophilic aqueous solvent
(SOLhydrophilic, 252 entries), in membrane
proteins that are exposed to the hydrophobic lipid bilayer
(MEMhydrophobic, 97 entries), and in both soluble
and membrane proteins that are exposed to the core of the protein
(SOL-MEMcore, 510 entries). It has recently been
proposed that, in contrast to previous hypothesis, the hydrophobicities
of interior residues of both membrane and water-soluble proteins are
comparable (Rees and Eisenberg, 2000
; Stevens and Arkin, 1999
). In
consequence, the residues of
-helices pointing toward the core of
soluble and membrane proteins have been grouped
(SOL-MEMcore). Thus, the expected rank order of
hydrophobicity, from hydrophobic to hydrophilic, of the environment to
which the analyzed residues are exposed is:
MEMhydrophobic > SOL-MEMcore > SOLhydrophilic. Besides,
and
angles vary
depending on both side-chain type and side-chain conformation
(Ballesteros et al., 2000
; Chakrabarti and Pal, 1998
). We limited the
survey to alanine to avoid any direct or indirect effect of the
side-chain in the conformation of the helix. In addition, Ala is the
most helix-favoring residue in water (O'Neil and DeGrado, 1990
), and
it has one of the lowest turn propensities in transmembrane helices
(Monne et al., 1999
). Ala was favored over Gly because the lack of side chain in Gly provides additional flexibility (Kumar and Bansal, 1998
).
As shown in Table 1, the values of the backbone
i dihedral are found in the following rank
order: MEMhydrophobic (
61.8°) > SOL-MEMcore (
62.9°) > SOLhydrophilic (
63.5°). Thus, there is a
positive correlation between hydrophobicity and
i: the more hydrophobic the environment, the
higher the value of
i is. The values of the
backbone
i dihedral are found in the following rank order: MEMhydrophobic (
43.1°) < SOL-MEMcore (
41.6°) < SOLhydrophilic (
40.9°). Thus, in the case of
i the correlation is negative: the more
hydrophobic the environment, the lower the value of
i is. It is important to remark that the
difference between the conformation of an
-helix exposed to either
the hydrophilic aqueous solvent or the hydrophobic lipid bilayer is in
average 1.7° for
i and 2.2° for
i. These differences in
i (p = 0.016) and
i (p = 0.003) are significant
from a statistical point of view (see Materials and Methods). However,
there are not statistical differences in
i and
i between SOL-MEMcore
and MEMhydrophobic or between SOL-MEMcore and
SOLhydrophilic. Considering the small amplitudes of the difference, the influence of the lipidic or aqueous environment in the conformation of the
-helix will only be noticeable
for long helices. The deviation between C-terminal positions of helices constructed with the
i and
i angles reported in Table 1 for SOLhydrophilic (
63.5° and
40.9°) and
MEMhydrophobic (
61.8° and
43.1°), is 0.9 Å or 1.4 Å or 1.7 Å if helices 20 or 25 or 30 residues long are
considered, respectively.
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Table 1 also shows the means and standard deviations of the
intrahelical hydrogen bond distance
Ni··Oi
4, and angle Ni··Oi
4 = Ci
4. The
Ni··Oi
4 distance
increases as the environment becomes more hydrophilic:
MEMhydrophobic (2.96 Å) > SOL-MEMcore (2.98 Å) > SOLhydrophilic (3.04 Å). There are statistical
differences between SOLhydrophilic and both
SOL-MEMcore (p < 0.0005) and
MEMhydrophobic (p < 0.0005).
Clearly, the additional hydrogen bond between the peptide carbonyl
oxygen to a solvent molecule, in water-exposed residues
(SOLhydrophilic), increases the intrahelical
hydrogen bond distance. Correspondingly, the Ni··Oi
4 = Ci
4 angle decreases in linearity in water exposed residues: MEMhydrophobic (153.5°) > SOL-MEMcore (153.3°) > SOLhydrophilic (151.5°). Similarly to the
Ni··Oi
4 hydrogen bond
distance, there are statistical differences between
SOLhydrophilic and both
SOL-MEMcore (p = 0.001) and
MEMhydrophobic (p = 0.025). Following the argument put forward by Blundell et al. (1983)
, the
presence of a second hydrogen bond donor (i.e., a solvent molecule:
Owat) to the peptide carbonyl oxygen
tends to bifurcate the
Ni··Oi
4 = Ci
4 and the
Owat··Oi
4 = Ci
4 angles toward 120° (see below).
Molecular dynamics simulations of poly-Ala
-helices
We have performed nanosecond molecular dynamics simulations of
poly-Ala
-helices (see Materials and Methods) in two different environments: water to mimic hydrophilic environments that can form
hydrogen bonds with the peptide carbonyl oxygen of the
-helix and
methane to mimic hydrophobic environments without this hydrogen bond
capabilities. Table 1 shows the obtained values of
i and
i and the
intrahelical hydrogen bond parameters
Ni··Oi
4 and
Ni··Oi
4 = Ci
4 (in which i denotes residue
number 13 in the poly-Ala
-helix). Notably, the effect of the
environment observed in molecular dynamics simulations is the same in
both magnitude and direction as the observed in the protein survey analysis. The polar environment formed by the water molecules tends to
decrease
i (
61.2° vs.
65.9°), increase
i (
44.1° vs.
39.3°), increase
Ni··Oi
4 (2.93 Å vs.
3.10 Å), and decrease
Ni··Oi
4 = Ci
4 (154.4° vs. 148.9°), relative to the
apolar environment formed by the methane molecules. Thus, the presence
or the absence of additional hydrogen bonds from the environment to the
peptide carbonyl oxygen modifies the conformation of
-helices.
It is important to note that there is a remarkable coincidence between
the values obtained in the analysis of exposed residues in membrane
proteins (MEMhydrophobic) and the results from
computer simulations in the methane environment
(
i:
61.8° vs.
61.2°;
i:
43.1° vs.
44.1°;
Ni··Oi
4: 2.96 Å vs.
2.93 Å; Ni··Oi
4 = Ci
4: 153.5° vs. 154.4°; see Table 1). Thus,
we suggest, based on this analysis, that explicit methane molecules in
molecular dynamics simulations properly mimic the lipidic cell membrane and reproduce several structural characteristics of membrane-embedded proteins.
The fact that the intrahelical hydrogen bond distance
(Ni··Oi
4) in water
(3.10 Å) is longer than in methane (2.93 Å) suggests that this
hydrogen bond in water is weaker than in methane. To corroborate this
hypothesis we have calculated the mean and standard deviation (Table 1)
and the distribution (Fig. 1 b) of the energy of interaction
between the N
H atoms of residue i and the carbonyl group
of residue i
4 obtained from the molecular dynamics
simulations in water (circles, solid line) and methane (triangles,
broken line). The magnitude of the intrahelical hydrogen bond in water
is smaller than in methane (
1.1 vs.
1.5 kcal/mol). The formation of
a second hydrogen bond between the peptide carbonyl oxygen and the
aqueous solvent enfeebles the intrahelical hydrogen bond that stabilize
-helices. This destabilization of the intrahelical hydrogen bond in
water suggests that
-helices are more flexible in polar
environments. The larger standard deviation (Table 1) of the dihedral
angles that define the conformation of the helix,
i (10.0° vs. 8.3°) and
i (9.7° vs. 8.5°), in water than in
methane reinforces this proposal. However, it is important to note that the standard deviations of
i and
i in the protein survey analysis of exposed
soluble and membrane proteins do not follow this trend. We attribute
this to the different number of structures in each category and the
better resolution of soluble proteins compared with membrane proteins.
Fig. 1 c shows the radial distribution function for
the distance between the peptide carbonyl oxygen and the oxygen of the water molecules obtained in the molecular dynamics simulations of a
poly-Ala
-helix in water. The first peak in the distribution occurs
at distances up to 3.3 Å, which implies an explicit hydrogen bond
between the carbonyl oxygen of the
-helix and water. To characterize
the geometric parameters of this hydrogen bond
(Owat··Oi
4 and
Owat··Oi
4 = Ci
4), we selected the bound water molecules
(Owat··Oi
4 < 3.3 Å)
to the carbonyl oxygen from the 1000 structures computed during the
last 500 ps of simulation (see Materials and Methods) for statistical
analysis. Fig. 2 shows a representative
structure of the interaction between the water molecule and the
carbonyl group that occurs at a
Owat··Oi
4 distance of
2.94 Å and at a
Owat··Oi
4 = Ci
4 angle of 116.6° (see Table 1). The
electronic nature of the carbonyl oxygen allows the formation of a
hydrogen bond with both the N
H group of the residue in the following
turn of the helix and a water molecule.
|
Structural analysis of Pro-containing
-helices in hydrophobic
environments
Pro induce distorsion in
-helices as their cyclic side-chains
introduce a local break, denoted Pro kink, to avoid a steric clash
between the pyrrolidine ring and the carbonyl oxygen of residue
i
4 (Barlow and Thornton, 1988
; Milner-White et al., 1992
; Sankararamakrishnan and Vishveshwara, 1992
; Von Heijne, 1991
).
Pro kinks impart backbone flexibility, due to the absence of the
hydrogen bond with the carbonyl oxygen in the preceding turn of the
helix. This structural flexibility is an important functional element
in membrane proteins that transduce extracellular signals across the
membrane through conformational changes in the transmembrane
-helices (Gether et al., 1997
; Govaerts et al., 2001a
; Ri et al.,
1999
; Sansom and Weinstein, 2000
). We have studied the main-chain
and
torsional angles of Pro kinks in membrane protein crystal
structures and in computer simulations. Pro kinks alter the
conformation of a complete turn of the helix, from the Pro residue
i to i
4. Thus, the
and
angles of all these residues must be taken into account in the
conformational analysis. In the protein survey analysis some of these
residues forming the Pro kink will be exposed to the lipidic membrane
and others to the core of the protein. In contrast, in the molecular dynamics simulation all these residues will be exposed to the hydrophobic environment made of methane molecules. Moreover, we have
searched for Pro kinks with the xxxxP sequence in the crystal structures, where x is any residue except Pro, whereas we have run the
AAAAP sequence in the molecular dynamics simulation (see Materials and
Methods). Therefore, some divergences between crystal structures and
computer simulations are expected due to the effect of the environment
and the different residues forming the Pro kink. However, the effect of
the environment (see above and Table 1) and the type of residue
(Ballesteros et al., 2000
; Chakrabarti and Pal, 1998
) in the
and
torsional angles are much lower than the influence of the Pro
residue in the conformation of the helix (Fig.
3). Fig. 3 shows the evolution of
(squares) and
(circles) torsional angles along the
-helix as
observed during the molecular dynamics simulations (black line) and in
the crystal structures of membrane proteins (broken line). The helical
distortion induced by the Pro residue is clearly seen at the level of
the dihedral angles up to residue four positions upstream. Clearly the
simulation in the methane environment reproduces the dihedral angles
profile of the Pro kink observed in the analysis of crystal structures
(see Table 2), indicating that the
methane box can reliably reproduce the conformational behavior of
helical deformations as well.
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|
| |
CONCLUSIONS |
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|
|
|---|
The influence of the environment in the conformation of
-helices has been studied by surveying crystal structures of both soluble and membrane proteins and by molecular dynamics simulations of
poly-Ala
-helices in water and methane. The results of both approaches show that polar environments tend to decrease
i and increase
i,
relative to hydrophobic environments. Thus, there is a significant
change in the conformation of the
-helix depending whether the
peptide bond is exposed to bulk water or to the lipidic membrane. This
effect is produced by an additional hydrogen bond between the peptide
carbonyl oxygen to a water molecule (Blundell et al., 1983
), which is
not possible in membrane-embedded
-helices. Moreover, the
participation of the carbonyl oxygen in the hydrogen bond with both the
N
H group of the residue in the following turn of the helix and the
water molecule increases the intramolecular Ni··Oi
4 hydrogen bond
distance and decreases the
Ni··Oi
4 = Ci
4 angle. The fact that the intrahelical
hydrogen bond in apolar environments is stronger suggests that
-helices in membrane-embedded proteins are more rigid than in
soluble proteins. However, conformational changes in the transmembrane
-helices are necessary to transduce extracellular signals across the
membrane (Sansom and Weinstein, 2000
). Thus, membrane proteins
incorporate in the sequence of their transmembrane helices specific
residues like Pro, Gly, Ser, and Thr (Senes et al., 2000
), which add
flexibility and assist in the conformational change (Ballesteros et
al., 2000
; Gether et al., 1997
; Govaerts et al., 2001a
; Palczewski et
al., 2000
; Ri et al., 1999
). Notably, in soluble proteins, these
residues are mostly located in loop regions and acts as helix breaker
(O'Neil and DeGrado, 1990
).
Membrane proteins are particularly difficult to crystallize, yielding
to only a few available structures (White and Wimley, 1999
). Thus,
molecular dynamics simulations are becoming a powerful tool to study
the structure and dynamics of membrane proteins (Forrest and Sansom,
2000
). We have observed a remarkable coincidence between the
and
angles obtained in the analysis of residues exposed to the lipid in
membrane proteins and the results from computer simulations in methane.
Thus, the simulation technique described here, where the membrane
environment is replaced by explicit methane molecules, is a fast and
reliable method that appears to reproduce several important
characteristics of membrane-embedded proteins. Similar procedure has
been recently used to mimic the membrane in molecular dynamics
simulations of the potassium channel (Åqvist and Luzhkov, 2000
). This
approach is therefore well suited to study, in a reasonable amount of
time, conformational arrangements and dynamic behavior of membrane
proteins, and study the structural effects of specific mutations in
their transmembrane domain (Govaerts et al., 2001b
).
| |
ACKNOWLEDGMENTS |
|---|
This work was supported in part by grants from CICYT (SAF99-073), Fundació La Marató TV3 (0014/97), and the Improving Human Potential of the European Community (HPRI-CT-1999-00071). Computer facilities were provided by the Center de Computació i Comunicacions de Catalunya.
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FOOTNOTES |
|---|
.
Address reprint requests to Dr. Leonardo Pardo, Laboratori de Medicina Computacional, Unitat de Bioestadística, Facultat de Medicina, Universitat Autònoma de Barcelona, 08193 Bellaterra, Spain. Tel.: 3493-581-2797; Fax: 3493-581-2344; E-mail: leonardo.pardo{at}uab.es.
Submitted July 19, 2001, and accepted for publication February 28, 2002.
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Biophys. J.
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Trends Pharmacol. Sci.
21:445-451[Medline].
-branched residues at neighboring positions.
J. Mol. Biol.
296:921-936[Medline].
Biophys J, June 2002, p. 3207-3213, Vol. 82, No. 6
© 2002 by the Biophysical Society 0006-3495/02/06/3207/07 $2.00
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H. D. Nguyen, A. J. Marchut, and C. K. Hall Solvent effects on the conformational transition of a model polyalanine peptide Protein Sci., November 1, 2004; 13(11): 2909 - 2924. [Abstract] [Full Text] [PDF] |
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X. Deupi, M. Olivella, C. Govaerts, J. A. Ballesteros, M. Campillo, and L. Pardo Ser and Thr Residues Modulate the Conformation of Pro-Kinked Transmembrane {alpha}-Helices Biophys. J., January 1, 2004; 86(1): 105 - 115. [Abstract] [Full Text] [PDF] |
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S. T.R. Walsh, R. P. Cheng, W. W. Wright, D. O.V. Alonso, V. Daggett, J. M. Vanderkooi, and W. F. DeGrado The hydration of amides in helices; a comprehensive picture from molecular dynamics, IR, and NMR Protein Sci., March 1, 2003; 12(3): 520 - 531. [Abstract] [Full Text] [PDF] |
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C. Govaerts, A. Bondue, J.-Y. Springael, M. Olivella, X. Deupi, E. Le Poul, S. J. Wodak, M. Parmentier, L. Pardo, and C. Blanpain Activation of CCR5 by Chemokines Involves an Aromatic Cluster between Transmembrane Helices 2 and 3 J. Biol. Chem., January 10, 2003; 278(3): 1892 - 1903. [Abstract] [Full Text] [PDF] |
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