| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
Biophys J, June 2002, p. 2860-2875, Vol. 82, No. 6
Division of Physical Chemistry, Arrhenius Laboratory, Stockholm University, S 106 91 Stockholm, Sweden
| |
ABSTRACT |
|---|
|
|
|---|
The interaction of DNA with the polyamine
spermine4+ (Spm4+), sodium ions, and water
molecules has been studied using molecular dynamics computer
simulations in a system modeling a DNA crystal. The simulation model
consisted of three B-DNA decamers in a periodic hexagonal cell,
containing 1200 water molecules, 8 Spm4+, 32 Na+, and 4 Cl
ions. The present paper gives a
more detailed account of a recently published report of this
system and compares results on this mixed Spm4+/Na+-cation system with an molecular
dynamics simulation carried out for the same DNA decamer under similar
conditions with only sodium counterions (Korolev et al., 2001
, J. Mol. Biol. 308:907). The presence of Spm4+ makes
significant influence on the DNA hydration and on the interaction of
the sodium ions with DNA. Spermine pushes water molecules out of the
minor groove, whereas Na+ attracts and organizes water
around DNA. The major binding site of the Spm4+ amino
groups and the Na+ ions is the phosphate group of DNA. The
flexible polyamine spermine displays a high presence in the minor
groove but does not form long-lived and structurally defined complexes.
Sodium ions compete with Spm4+ for binding to the DNA bases
in the minor groove. Sodium ions also have several strong binding sites
in the major groove. The ability of water molecules, Spm4+,
and Na+ to modulate the local structure of the DNA double
helix is discussed.
| |
INTRODUCTION |
|---|
|
|
|---|
The delicate interplay between the conformational
structure of DNA, its hydration, and interactions with various ligands, including mobile counterions, has recently become an object of extensive interdisciplinary studies. Results obtained by experimental (x-ray crystallography, nuclear magnetic resonance (NMR) spectroscopy, fluorescence depolarization) and computational methods are in general
mutual agreement concerning the structure and dynamics of the DNA
double helix and solvent (water) molecules surrounding DNA oligomers
and polymers. However, the participation and specific role of
counterions in the modulation of DNA structure and perturbation of the
solvation shell around DNA have been much debated in recent literature
(McConnell and Beveridge, 2000
; Williams and Maher, 2000
; Hud and
Polak, 2001
; Howerton et al., 2001
and references cited therein).
Williams and co-workers (McFail-Isom et al., 1999
) proposed an idea
that water molecules can partially be substituted by monovalent cations
in the solvation shells of B-DNA in the crystals of the most frequently
studied DNA sequence, the Drew-Dickerson-dodecamer (DDD),
d(CGCGAATTCGCG)2 (Drew and Dickerson, 1981
). Such
interpretation of the x-ray crystallography data is supported by
results obtained in several NMR (Halle and Denisov, 1998
; Hud et al.,
1999
; Denisov and Halle, 2000
) and MD simulation studies (Beveridge and
McConnell, 2000
; Feig and Pettitt, 1999a
; Lyubartsev and Laaksonen,
1998
; Bonvin, 2000
; Young et al., 1997
; Hamelberg et al., 2000
, 2001
) of nucleic acid oligomers in aqueous environment. Williams and coworkers (McFail-Isom et al., 1999
; Williams and Maher, 2000
; Sines et
al., 2000
) further proposed that dynamic and sequence-specific variation of the density of ions around electronegative groups of DNA,
plays an important role in modulation of certain features of the DNA
double helical structure such as the groove width and bending. They
have also suggested that this phenomenon could contribute to the
structural transition behavior of DNA and to protein-DNA recognition
and binding. However, their interpretation of the x-ray diffraction
data has been the subject of criticism from other x-ray crystallography
groups (Chiu et al., 1999
; Tereshko et al., 1999a
,b
; Egli et al., 1998
;
Vlieghe et al., 1999
). An example of this is the crystallization and
structural analysis of the DDD duplex that was repeated to atomic
resolution by Dickerson and coworkers (Chiu et al., 1999
). The authors
(Chiu et al., 1999
) showed that the interpretation advocating the
presence of counterions in the spine of hydration (Shui et al., 1998a
;
McFail-Isom et al., 1999
) most probably was incorrect. Moreover,
chemical analysis revealed that monovalent cations are simply absent in
the DNA crystal of this study (the amount of Mg2+
found in the analysis was more than enough for neutralization of the
DNA charge). Based on their results, Dickerson and co-workers also
criticized the major implications forwarded by McFail-Isom et al.
(1999)
concerning the role of counterions in modulation of DNA
structure and dynamics as well as in DNA-protein interactions.
Another closely related issue is that none of the high-resolution x-ray
diffraction studies has been able to locate all (not even a major part
of) the cations neutralizing the total charge of the DNA phosphate
groups in the crystallographic cell. The most successful identification
of ions refers to the localization of hydrated
Mg2+ or Ca2+ (Soler-Lopez
et al., 1999
, 2000
). However, additional ionic species, present in the
crystallization solutions of DNA oligomers, such as monovalent cations
and the highly positively charged polyamine spermine4+ (Spm4+;
H3N+-(CH2)3-NH2+-(CH2)4-NH2+-(CH2)3-NH3+),
have largely escaped detection in the x-ray diffraction studies made on
crystals grown from these solutions. The structurally undefined and
mobile character of their interactions with DNA can explain the
invisibility of the monovalent (M+) ions like
Na+ or K+. The failure to
locate spermine in B-DNA crystals is, however, rather unexpected.
According to polyelectrolyte theories, this highly charged ligand
should be more strongly absorbed by DNA than cations with lower charges
(M+ or Mg2+). This
situation is unfortunate because the understanding of spermine-B-DNA
interactions is important, not only because of its role as a
crystallizing agent, but also because this polyamine is present in
millimolar concentrations in all eukaryotic cells and plays a
significant, albeit not yet clearly resolved, role in biological
reactions involving DNA and RNA (Cohen, 1998
).
In the original x-ray work of Drew and Dickerson (1981)
on the DDD
crystal, it was concluded that one single spermine molecule is bound to
DNA across the major groove near the (CGCG)2
sequence. Later, the authors refrained from this interpretation and in
a recent high-resolution study they could not find any
Spm4+ molecules in the DDD crystal (Chiu et al.,
1999
). In another study of the DDD crystal, one partial
Spm4+ molecule was identified near the edge of
the crystallographic unit (Shui et al., 1998b
,a
). In this work, a high
concentration of spermine salt was used compared with the other B-DNA
crystal preparations.
It should be noted that crystallographic studies of A- and Z-forms of
DNA have succeeded in locating spermine ions close to the DNA
phosphates (Tippin and Sundaralingam, 1997
; Egli et al., 1998
; Bancroft
et al., 1994
). Compared with B-DNA crystals, A- and Z-DNA crystals
generally give better resolution in x-ray diffraction because DNA is
more densely packed and these structural forms of DNA are more rigid.
Despite this fact, the localization of spermine molecules was not easy
even in these A- and Z-DNA crystals (Bancroft et al., 1994
). The
absence, or difficulty to locate spermine in the B-DNA crystal studies
has usually been rationalized by a nonregular and quite mobile
interaction of this polyamine with DNA or by simply assuming that it is
absent in the crystals.
Molecular modeling of spermine-DNA interactions has shown that several
of the most favorable binding conformations of
Spm4+ have relatively small differences in energy
(Zakrzewska and Pullman, 1986
). In addition, in early molecular
dynamics (MD) simulations, Spm4+ was found to
destabilize the B-DNA double helix leading to speculations about
possible initial steps in a Spm4+-induced B-Z
transition (Haworth et al., 1992
). Both molecular modeling and
experimental studies have been carried out in attempt to confirm the
sequence (to the CG/CG dinucleotide step) and groove (in the major
groove of B-DNA) specific Spm4+ binding
(Feuerstein et al., 1986
, 1990
; Yuki et al., 1996
; Shamma and Haworth,
1999
). These simulations, however, were performed for considerably
simplified systems without explicit solvent molecules with no charge
balance in the simulation cell and for rigid structure of DNA. The
simulations were also rather short (0.8-1.6 ns in the work of Yuki et
al. (1996)
or 1 ns in the paper of Shamma and Haworth (1999)
).
Recently, we published a combined grand canonical Monte Carlo (GCMC)
and molecular dynamics computer simulation study of the Spm/Na B-DNA
system (Korolev et al., 2001
). GCMC calculations were used to calculate
the distribution of counterions of different valencies between the
equilibrating solvent and the DNA crystal under conditions mimicking
the crystal-growing protocols of several x-ray diffraction studies. The
GCMC simulations showed that the composition of ions neutralizing the
charge of DNA could vary in a broad range depending on the conditions.
In general, Spm4+ will, however, be accumulated
in the crystals if it is present in the crystallizing solution. A 6-ns
MD simulation of DNA with the base sequence shown in Fig.
1, consisting of three DNA double helix
decamers in a periodic hexagonal cell, containing 1200 water molecules,
8 Spm4+, 32 Na+, and 4 Cl
ions was carried out. The composition of the
species in the simulation cell corresponds to that of real crystals
studied by x-ray diffraction crystallography (Korolev et al., 2001
).
Based on the simulation results, it appears that the flexible polyamine
molecule has several binding modes, interacting in fairly irregular
manner with different sites on DNA and showing no regular ordering in
the DNA crystals. This can explain why Spm4+ is
not detected in x-ray studies.
|
The account of the MD simulation in our previous publication was
limited and focused on the presentation of the GCMC results and on the
MD data describing interaction of spermine with DNA. However, a wealth
of additional information can be obtained from the simulation,
particularly regarding the distribution of sodium ions and water around
DNA. The present work gives a more complete analysis of the MD
simulation, partially presented in our previous work, now focusing on
the details of Na+ and water interaction with DNA
and how this is affected by the presence of spermine. We present more
details about the spermine interaction with DNA with a particular
emphasis on the competition of the polyamine with
Na+ and water. To illustrate the effect of the
presence of spermine on the hydration of DNA and on the association of
Na+, we have also performed a new simulation on a
completely analogous system with three decamers containing no spermine
molecules but with Na+ as the only counterion.
Furthermore, on the basis of new analyses we make some comparison with
a previous simulation, (Lyubartsev and Laaksonen, 1998
) on a system
consisting of a single DNA decamer but with a somewhat higher water
content than in the new Na-DNA simulation with three decamers (25 compared with 20 H2O per DNA nucleotide,
respectively). Based on the MD simulation results we also discuss the
ability of Spm4+, Na+, and
water molecules to modulate the local structure of the DNA double helix.
COMPUTATIONAL DETAILS
A hexagonal simulation cell with periodic boundary conditions
imposed in all directions was filled with three identical B-DNA decamers (see the base sequence in Fig. 1), carrying a total negative charge of
60. To neutralize the DNA, the simulation cell contained 8 Spm4+ and 32 Na+ ions
together with 4 Cl
coions. In addition, 1200 water molecules, represented by the flexible simple point charge
water model by Toukan and Rahman (1985)
were added to the system (this
system is abbreviated Spm/Na). To compare the influence of
Spm4+ and Na+ on DNA
structure and dynamics, we performed an additional MD simulation
(abbreviated as Na-3DNA) with Na+ as the single
counterion. In the Na-3DNA run, the simulated cell was analogous to
that of the Spm/Na system, i.e., a hexagonal cell containing 3 DNA
decamers, 1200 H2O, 64 Na+,
and 4 Cl
ions. Furthermore, by performing new
analyses, we have made comparison with our previous MD simulation
(Lyubartsev and Laaksonen, 1998
) consisting of a single DNA decamer of
the same base sequence that contained 20 Na+, 500 water molecules with no chlorine co-ions in a cubic simulation box
(abbreviated as Na-1DNA). The major difference between the Na-3DNA and
Na-1DNA systems, except for the number of decamers in the cell, is that
the relative amount of water molecules in the Na-1DNA simulation is
somewhat higher than in the Na-3DNA system (25 and 20 H2O per DNA nucleotide, respectively).
The CHARMM (version 2.2) force field (MacKerell et al., 1995
) was used
to model both the DNA system and the spermine molecules. Another force
field, often used for molecular dynamics simulations of DNA is AMBER
(Cornell et al., 1995
). Usage of different force fields may give
somewhat different DNA structures. The version of CHARMM used in this
work is slightly favorable to the A-form (Feig and Pettitt, 1998
). It
was shown, however, that the hydration structure and ion distribution
around DNA is very similar in AMBER and CHARMM simulations (Feig and
Pettitt, 1999a
,b
). Our previous simulations of a periodic DNA fragment
within the same model and periodical boundary conditions have shown
stable, B-form like DNA structures (Lyubartsev and Laaksonen, 1998
).
Note also, that DNA periodicity along the z axis fixes the
helical twist of DNA (10 base pairs per turn) and inhibits major
bending of DNA. Whereas these effects may in principle affect the ion
association, we expect the influence to be small because the imposed
periodicity leaves enough freedom for local motions of DNA structure.
The long-range electrostatic interactions were treated by the Ewald
summation method. Nóse-Hoover thermostats and barostats were
applied to keep the temperature and pressure at around 300 K and 1 atm.
The pressure was controlled separately in directions parallel and
perpendicular to DNA-helix. A double time step algorithm by (Tuckerman
et al., 1992
), with short time step of 0.2 fs for fast intramolecular
vibrations and the short-range part (within 5 Å) of intermolecular
interactions and long time step of 2 fs for longer-range interactions
were implemented. The simulation software used is the
M.DynaMix package by Lyubartsev and Laaksonen (2000)
. All
the simulations were carried out on a cluster of dual processor Intel
Pentium III PC running Linux as operating system. More details on the
computational algorithm are given in our previous MD simulation studies
(Lyubartsev and Laaksonen, 1998
, 1999
, 2000
).
In the beginning of the Spm/Na simulation, the spermine molecules were positioned between DNA molecules at equal distance from each DNA with water molecules and small ions filling the remaining space. A 100-ps run, at constant volume and fixed DNA and spermine atom coordinates was initially performed, to allow water molecules to form hydration shells around DNA and ions. After that, all atoms were released, and the constant-pressure molecular dynamics algorithm started. An additional 200-ps run was carried out to allow all atoms to equilibrate, and then a 6-ns production run was performed, during which all distribution functions and statistical averages were calculated. For the Na-3DNA simulation, an initial configuration was generated from a snapshot of the Spm/Na system by removing spermine hydrogen and carbon atoms and replacing N+-atoms for Na+. After a constant volume equilibration of the system for 100 ps, constant pressure and temperature MD simulation run was performed with the trajectories collected from 0.2 to 3.2 ns.
| |
RESULTS AND DISCUSSION |
|---|
|
|
|---|
General properties of the Spm/Na, Na-3DNA, and Na-1DNA systems
In Table 1 the presented data show
some general properties (box size, density, concentrations, and
diffusion coefficients) obtained from the two MD simulations consisting
of three identical DNA decamers but with different counterion mixtures.
In addition, we also present the same information from our previous
simulation (Lyubartsev and Laaksonen, 1998
) consisting of a single DNA
decamer. The distance between axes of neighboring DNA molecules was
~25 Å and fluctuated no more than 1 Å during the course of the
simulations. In the two simulations with three DNA decamers in the cell
we observed stable, B-form like DNA structures, with root mean
square (RMS) deviations similar to that observed earlier (Lyubartsev and Laaksonen, 1998
) for the Na-1DNA system. We note that in our simulation setup the B-form was stabilized due to topological constraints (10 base pairs per turn) arising from the periodic boundary
conditions. It may be noted that the water content, measured as the
number of water molecules per nucleotide, is the same (20) for the
systems with three decamers in the simulation cell. Furthermore, the
number of positive counterions (N+ from spermine
and/or Na+) as well as the number of co-ions is
the same in the Spm/Na and Na-3DNA systems. Consequently, due to the
presence of bulky spermine molecules, the volume is larger in the
Spm/Na system.
|
Water, Na+, and Cl
are
very mobile and the trajectories of these species, collected during 3 to 6 ns and averaged over three DNA duplexes should be representative
enough for determination of their mobility and binding characteristics,
although conclusive statements about statistical error limits require
more simulations. Interactions of Spm4+ with DNA
as well as the Spm4+, water, and
Na+ competitions in the vicinity of the DNA
groups were recorded during 6 ns. This may not be enough to obtain
properly averaged binding properties but should allow us to describe
reasonably well the Spm4+ binding in the DNA
crystals (see our previous work (Korolev et al., 2001
) for more discussion).
The positions and intensities of the first and second maxima of the radial distributions functions (RDF) between the water oxygens as well as the ions (N+ atoms of spermine and Na+) with different sites on DNA are collected in Table 2. The occupancies at these sites, as well as the average residence times, are given in Table 3. The occupation numbers were calculated by integrating the RDFs up to the position of the first minimum. Data presented in Tables 2 and 3 were obtained by averaging over all sites of the given type in the DNA fragment. To describe the site-specific (sequence-dependent) binding of Na+ to DNA bases we have carried out a separate analysis, summarized in Table 4, giving similar information as that in Tables 2 and 3, but for some selected sites of the decamer. As additional information, the longest single residence times during the 6 ns (for Spm/Na system) or 3 ns (Na-3DNA system) simulation are also reported. We will refer to these tables below in the discussion. In Tables 2 to 4, the parameters calculated for Na+ and water are given for both systems.
|
|
|
The results of the simulation regarding the solvation and coordination
around DNA can be further visualized using three-dimensional spatial
distribution functions (SDF). When displaying SDF around a two
base-pairs fragment, we have defined the molecular frame from the
phosphate coordinates (Lyubartsev and Laaksonen, 1998
) using a
procedure similar to that by Cheathan and Kollman (1997)
. The SDFs
drawn around the whole decamer were calculated in a frame obtained by
the best fit to the original (B-form) DNA conformation. We have also
used RDF for presentation and discussion of the results. To illustrate
the effect of the presence of spermine on the association of sodium and
water with DNA, we will present similar structural (averaged and
snapshot DNA structures, RMS values) and binding (SDF, RDF, occupancy)
parameters obtained from the Na-3DNA and in some cases also the Na-1DNA simulation.
Summary of the spermine4+-DNA interactions
Analysis of the interaction of spermine4+
with the DNA decamer in a crystal environment has already been
presented in our previous work (Korolev et al., 2001
). Below we list
the most essential features of the Spm4+
interaction with DNA. 1) The major binding site in DNA for the charged
amino groups of Spm4+ is the phosphate group
(O1P- and O2P-atoms, Table 1 and 2). 2) The long and flexible
Spm4+ molecules form numerous bridges between
neighboring DNA duplexes (mostly, by binding to the phosphate groups),
and across the minor and major grooves of each DNA double helix in the
simulation cell. 3) Two areas of the minor groove of the decamer show
rather significant population of spermine. First, a dense but poorly
structured "cloud" of different Spm4+
subgroups is found in the A5-C8/G12-T15 region along the minor groove
center. Second, a layer of spermine molecules covers sugar-phosphate backbone along the sequence G16-C17-A18 from the side of the minor groove. 4) Spermine4+ does not interact with the
bases in the major groove of the decamer
Our results on spermine4+-DNA interaction
are in agreement with the data of recent experimental studies (Deng et
al., 2000
; Sy et al., 1999
). Bloomfield and co-workers have studied the
influence of polyamines (spermine and spermidine) on Raman spectra of
various genomic DNA (Deng et al., 2000
). In that work, it was shown
that the polyamines bind preferentially to the DNA phosphate groups and
the changes in the Raman spectra are largely independent of the DNA
composition. In another experimental and molecular modeling study, it
has been shown that Spm4+ ions are located mostly
in the regions of high negative potential density in the minor
groove protecting the deoxyribose ring from this side against
radiolytic degradation (Sy et al., 1999
).
Below we describe the result of analysis of the MD computer simulations for the Spm/Na, Na-3DNA, and Na-1DNA systems with focus on the DNA hydration, Na+-DNA interactions, and analyzing the interplay between the DNA structure and Na+/Spm4+/water competition for binding to the DNA.
CA/TG fragment
A CA/TG fragment is repeated three times in each decamer. We have therefore chosen this fragment for a more detailed analysis because this particular sequence allows the collection of the most reliable statistics on interactions between the mobile species and the DNA atoms. We have determined the averaged structures of the CA/TG fragment and spatial distribution functions of the surrounding species in all three MD simulations that we discuss in this work. The averaged DNA structures and SDFs are shown in Fig. 2, A and C for the Spm/Na simulation; the results obtained in the Na-3DNA simulation are displayed in Fig. 2, B and D. The averaged structures of the CA/TG fragment are similar for all three MD simulations; RMS deviations calculated for the heavy DNA atoms, are in the range of 0.45 to 0.65 Å. The major part of the RMS difference originates from the orientation and positions of the phosphate groups, whereas the coordinates of the bases coincide very well.
|
In averaging the distribution of waters and ions between the three CA/TG fragments in the DNA decamer, we have enhanced the features inherent to all such two-base fragments. On the other hand, features depending on the long-range elements of the DNA structure, i.e., on the neighboring bases, become smeared out. For example, in the major groove, the water binding to DNA depends on the long-range sequence-specific "mosaic" structure of the H bond donors and acceptors. This explains why the details of water structure in the major grove are not visible in Fig. 2, whereas they become visible in the SDF drawn around the whole decamer (see below in Figs. 3-6).
As it can be seen from the data presented in Tables 2 and 3, water
molecules interact most frequently with the phosphate groups. The
intensity of the first maximum of the RDF for the oxygen atom near the
phosphates O1P and O2P, is 3 to 5 times higher than those calculated
for sites at the DNA bases. A part of this difference comes from the
larger "available volume" around the phosphate oxygens pointing out
from the backbone and which are exposed to water and have more free
space around them than the atoms of the bases, which are surrounded, by
atoms of other stacked bases. It is hard to expect that this effect
contributes more than a factor of 2 in the RDF intensity difference. In
accordance with x-ray diffraction and other MD simulation studies
(Schneider et al., 1998
; Duan et al., 1997
; Feig and Pettitt, 1999b
;
Lyubartsev and Laaksonen, 1998
), the binding of water to the phosphate
groups is delocalized in space with each phosphate group being
coordinated by approximately 3 water molecules (Table 3; Fig. 2). By
decreasing the intensity threshold for the SDFs of water, it is
possible to see the second diffuse spherical solvation shells around
each PO4
group (not shown in
Fig. 2).
For the minor groove of the CA/TG fragment, several high concentration
regions of ordered water molecules can be seen. These water maxima
correlate reasonably well with the positions determined by statistical
analysis of x-ray crystallography data for the hydration sites around
bases in the B-form of DNA (Schneider and Berman, 1995
) (shown as small
magenta spheres in Fig. 2, A and B). Hydration
sites of AN3, CO2, and two
of the three minor groove hydration sites of the guanine base obtained
in the MD simulations are close to those obtained from this analysis.
Some specific locations of hydration water are so well defined that it
is possible to see "images" of water molecules, formed by water
oxygen and hydrogen SDF (encircled in Fig. 2 A and also in
Fig. 2 B). An example of this is in the top right corner of
Fig. 3 A, where a water
molecule is seen near TO2, shifted somewhat
closer to the sugar ring as compared with the analysis of Schneider and Berman (1995)
.
|
There are several regions in the minor groove where sodium ions and
charged amino groups of spermine can be localized inside the first
hydration layer of DNA. This can be seen particularly well in Fig. 2
C displaying a view of Fig. 2 A from the bottom, perpendicular to the helix axis, with an isodensity threshold value of
the SDFs for these ions that is one-half of that used in Fig. 2
A. To the right, i.e., in Fig. 2, B and
D, the same result as that in Fig. 2, A and
C, is now displayed for the Na-3DNA system. There exist
certain similarities in spatial distributions of
Na+ and spermine ions. In the minor groove, a
similarity in the distribution of Na+ and
N+ of spermine becomes visible after lowering the
threshold density from that used in Fig. 2, A and
B by a factor of two. Fig. 2 C shows that a
nearly continuous ribbon-like feature of cation
(Na+ and N+ of spermine)
density follows the path of the B-DNA minor groove. A similar
continuous distribution of Na+ ion was observed
in the Na-1DNA system (Lyubartsev and Laaksonen, 1998
). In the case of
the Na-3DNA system, the maxima of the Na+ density
distribution are seen along the same path, though in this case they do
not seem to form a clear unbroken density along the minor groove for
the 5 p/nm3 level (Fig. 2 D). In the
minor groove, the hydration of the bases is regular both in the
spermine containing and in the two pure sodium systems.
Na+ ions interact only occasionally with the
bases directly, as can be seen in the RDFs (Tables 2 and 3) but not in
the SDFs at the given threshold level. Instead,
Na+ ions organize the solvent structure and
interact with the bases via water molecules.
Another difference between the three simulations concerns the major groove. As we have mentioned earlier, spermine molecules are not present in the major grove. As for Na+ ions, we found quite a strong binding of Na+ ions to N6 and O6 of guanine and N7 of adenine. For the Na-3DNA system this binding is noticeably stronger than in the case of the Spm/Na system (see Table 2) and also more pronounced than in the previous Na-1DNA simulations. Below, interaction of Na+ with sites in the major groove will be discussed in more detail.
Decamer: hydration and ion association
Fig. 3 illustrates and compares the potential of the x-ray
crystallography and MD simulation methods in describing DNA hydration and ligand interactions. The figure compares the coordination of water
and ions determined in the x-ray work of Shui et al. (1998b)
(Fig. 3
A) with the results obtained for Spm/Na (Fig. 3
B) and Na-3DNA (Fig. 3 C) systems. The ordered
positions of the water molecules in Fig. 3 A represent only
a fraction of all species present in the DNA crystal and cannot be
quantitatively compared with the SDFs in Fig. 3, B and
C. The problem of distinguishing between solvent molecules
and other substances, absorbed in the DNA crystal (mainly counterions),
is a major challenge in the interpretation of electron density maps.
Spatial distribution functions, on the other hand, calculated in the MD
simulations can provide a detailed description of the DNA hydration and
interactions with ligands (Beveridge and McConnell, 2000
), nicely
complementing the x-ray studies.
Examination of the SDF images and the RDF curves of water molecules
near the entire DNA decamer shows a reasonable agreement with x-ray
crystallography data from different studies (Schneider and Berman,
1995
; Schneider et al., 1998
) and with previous MD simulations (Young
et al., 1997
; Duan et al., 1997
; Feig and Pettitt, 1999a
; Lyubartsev
and Laaksonen, 1998
). At the same time, some DNA hydration sites found
in x-ray diffraction work have no analogous maxima in the SDFs of water
oxygens, obtained in the MD simulations. This can be due to the
dependence of the water structure in the minor and major grooves both
on the DNA sequence and on the local geometry of DNA grooves. For
example, the major groove of an (AATT)2 fragment
in the well-studied DDD duplex is wider than in sequences of
alternating A/T and G/C base pairs. Another reason for the differences
between the MD simulation of the spermine system, and x-ray diffraction
studies may be due to the influence of crystal packing geometry. The MD
simulation was performed in a hexagonal cell, whereas the most of
B-form DNA crystals fit in an orthogonal lattice.
It is of interest to compare the hydration pattern obtained in the
spermine system with that shown in Fig. 3 C, displaying the
result from sodium system. The SDFs in Fig. 3, B and
C have been calculated with the same threshold values. The
system with no spermine shows stronger hydration pattern caused by a
more pronounced ordering of water assisted by the sodium ions. Feig and
Pettitt (1998)
also noted this influence of the sodium counterions on
the water.
A more reliable quantitative display of hydration of the DNA groups can be obtained from the water occupancies obtained from the RDFs and occupancies values (listed in Tables 2 and 3), because the value of the spatial distribution function is dependent both on species density and on variation of DNA structure. This means that averaging of the DNA structure both in time and over 3 decamers in the simulation cell results in "smearing out" of the SDF due to dispersion in DNA coordinates. We have found that the DNA structure shows somewhat more flexibility in the Na-3DNA simulation than in the Spm/Na system. However, although the averaged structure of the DNA decamer in the Na-3DNA system shows higher RMS deviations for each atom than does the corresponding averaged structure of the Spm/Na simulation, one can still see that the SDF of the water oxygens is more defined and better structured around Na-DNA (Fig. 3 C) than in the mixed Spm/Na system (Fig. 3 B). Spermine, with a substantial fraction of hydrophobic methylene groups, excludes water molecules from the region it occupies and generally disrupts the hydration structure. The values of occupancies (Table 3), which are obtained by integrating the RDFs, clearly shows this more pronounced hydration of the Na-3DNA system, particularly in the minor groove, as compared with the Spm/Na system. In this context it should be noted that the values of the maxima of the intensity in the RDFs given in Table 2 is not a reliable measure for comparison of the extent of hydration between the different systems. First, the RDF values have been obtained relative to the mean concentration of particles in the simulation cell, and this leads to the absolute densities for Na+ being two times lower for the Spm/Na system compared with the Na-3DNA system because the number of sodium ions in the latter system is two times higher than in the former one. Second, the larger amplitude of fluctuation of DNA coordinates in the Na-3DNA system (as compared with the Spm/Na system) results in broader RDF peaks. The destructive effect on the DNA hydration caused by the presence of spermine is also clearly seen in the analysis of site-specific interactions discussed below.
Water and ion coordination in the hydration shells of DNA bases
Our data support the results from other MD simulations and several NMR experiments showing evidence that water and monovalent cations share their occupancy at hydration positions of DNA bases. The RDF peak positions, their intensities, occupancies, and residence times of H2O and Na+ are listed in the first two columns in Tables 2 and 3. These values are obtained by averaging the trajectories of Na+ and water over all the three decamers in the simulation cell, each decamer containing 20 oxygen atoms (O1P, O2P, and O4*), as well as the five atoms in each hydration site of the bases. Any sequence specific information tends to become lost in an averaging over the whole DNA system. To describe the site-specific (sequence-dependent) binding of Na+ to DNA bases we have carried out a special separate analysis, summarized in Table 4. Figs. 4, 5, and 6 illustrate some examples of the site-specific distribution of Na+, H2O, and subgroups of Spm4+ around the decamer.
|
|
|
It can be seen that inside the first solvation shell around DNA the sodium ions can be found at positions of practically every electronegative group of the simulated decamer (Tables 2 and 3). However, the occupancies of each of the positions are strongly dependent on the nature of the particular site and also on the possibilities to coordinate to neighboring groups and water molecules (Table 4). Both Na+ and H2O are present around the phosphate groups. Although the intensity of the first maximum in the RDF of H2O and Na+ with O1P and O2P atoms are approximately equal (with the exception of the Na-O1P site in the Na-3DNA system), the absolute concentration of Na+, expressed either as occupancy or in moles or number of particles per unit volume, comprises only ~2% of the corresponding value for O atoms of water (Tables 2 and 3). The large number of Na+-OP contacts makes the averaged results of Na+-phosphate interactions statistically significant. Whereas the water molecules are distributed evenly between the O1P and O2P atoms, the Na+ and charged nitrogen atoms of Spm4+ show a preference to O1P over O2P because the distribution of O1P-atoms in the B form of DNA creates a region of negative electrostatic potential around the minor groove. The preferential Na+ and N+-atom binding to O1P over O2P is relatively small in the Spm/Na as well as in the Na-1DNA systems. The effect is more pronounced in the Na-3DNA simulation (Tables 2 and 3, data for Na-1DNA not shown). We believe that it may be related to a more significant binding of Na+ to the major groove of the Na-3DNA system. One possible consequence of the presence of Na+ in the major groove is that these Na+ ions induce rearrangement in the ion distribution on the opposite side of DNA double helix, in the minor groove. This would cause Na+ ions to be repelled further from the bottom of the minor groove, closer to the O1P-atoms. This may explain the absence of Na+ binding in the Na-3DNA system at the highly electronegative site of the T2O2/T19O2 base pair (see discussions below regarding specific binding in the minor and major grooves).
Exchange of water molecules near the phosphate groups appears to be 4 to 5 times faster than that of Na+ ions and 2 to 4 times faster than for spermine N+ atoms (Table 3). Coordination of H2O, Na+, and N+ with oxygen atom in the deoxyribose ring (O4*) is relatively weak, indicating that it may only serve as a secondary site in creation of the hydrogen bond network around DNA.
In the Spm/Na system the averaged water binding to specific hydration sites on DNA bases is relatively uniform (roughly one molecule per site), being weakest in the case of carbonyl oxygen of cytosine (with a coordination number of ~0.80) and strongest in the major groove with the amino group of cytosine and with O6 and N7 of guanine (~1.5 molecules/site; see Tables 2 and 3). In the Na-3DNA system, the hydration of the DNA bases (especially in the minor groove) is systematically higher than that in the Spm/Na system (Tables 2 and 3). Note that some occupancy values in Table 3 for the major groove sites in Na-3DNA could not be calculated due to the poor resolution between the first and second maxima in the RDF curves. The presence of Na+ ions near the binding sites of the DNA bases varies substantially depending both on the nature of the site (Tables 2 and 3) and on its close neighborhood (Table 4). The Na+ binding to specific sites and how this is influenced by the presence of spermine will be further discussed below.
Na+ in the minor groove
In the minor groove of the Spm/Na system, the principal binding
site for Na+ ions is the carbonyl group of
thymine. Most of the Na+ binding to
TO2 occurs at one specific site in the middle of
the minor groove of the A1T2/A18T19 fragment (Table 4). The structure of this DNA fragment with SDFs is shown in Fig. 4 A together
with RDFs (Fig. 4 C) of Na+, water
oxygen, and spermine N+ atoms. To the right, Fig.
4, B and D show the corresponding results obtained from a similar analysis of this fragment of our previous Na-1DNA simulation (not Na-3DNA as in the rest of the figures). We have
chosen to display the results from this simulation because we want to
emphasize the effect on the local DNA structure at this site, which is
observed for both the Spm/Na and the Na-3DNA systems. In other respects
such as sodium and water interaction the Na-1DNA and Na-3DNA systems
show very similar behavior for this fragment. Comparison of the
averaged structure of the A1T2/A18T19 fragment obtained in the
simulation shows that this fragment in the Spm/Na system is very
similar to that in the Na-3DNA system. The RMS deviation of the
nonhydrogen atoms is only 0.36 Å. The A1/T19 and T2/A18 base pairs
have a similar propeller twist (between
12o and
17o) resulting in a "merging" of the
hydration sites of the T2O2 and
T19O2 oxygen atoms (shown as magenta spheres
within the encircled area in Fig. 4 A). The distance between
the two TO2 hydration sites is 0.56 and 0.36 Å for the Spm/Na and Na-3DNA systems, respectively. In contrast, the
structure of the A1T2/A18T19 two-base-pair step in Na-1DNA differs from
that found in Spm/Na and Na-3DNA, and this difference is mainly due to
the absence of the negative propeller twist of the T2/A18 base pair. As
a result of this, the separation between the T2O2
and T19O2 hydration sites is 3.22 Å (shown
within the encircled area in Fig. 4 B). Therefore, in the
Spm/Na and Na-3DNA systems, the TO2-atoms are
ideally arranged for coordination of a single water molecule or a
Na+ ion. A plausible explanation for this rather
complex picture is that the hydration of DNA is a more important factor
for modulation the local DNA structure than binding of
Na+ or Spm4+. We suggest
that merging of the two TO2 hydration sites into one leads to a more economic hydration of DNA, which is important when
the number of water molecules in the crystal is limited (the Na-3DNA
and the Spm/Na systems contain 20 water molecules per nucleotide
compared with 25 in the Na-1DNA system). Thus, the interaction between
water and DNA should be a more powerful factor in modulation of the DNA
structure than the transient presence of cations near the hydration
sites. In this context it may be noted that experimental data point out
a range between 20 and 25 H2O/nucleotide as being
critical for saturation of DNA hydration sites (Falk et al., 1962
; Lee
et al., 1987
; Lindsay et al., 1988
) as well as being important for the
A-B transition in Na-DNA (Egli et al., 1998
; Feig and Pettitt, 1998
).
Interestingly, the presence of the electronegative cavity in the minor groove of the A1T2/A18T19 fragment in the Spm/Na and the Na-3DNA systems attracts sodium ions only in the case of the Spm/Na system. This can be seen from the RDFs of Na+ to the T2O2, T19O2 atoms shown Fig. 4 C (Spm/Na system) and in Fig. 4 D shown as solid (Na-1DNA) and dotted (Na-3DNA) blue and green lines. This difference in sodium binding may be due to the fact that for the Spm/Na system, spermine molecules occupy the phosphate groups to a large extent and due to this competition, sodium ions go to the T2O2/T19O2 site, which in the Na-3DNA system is occupied by water molecules. As suggested above, the absence of sodium binding at this site in the Na-3DNA system may be due to the high Na+ occupancy at the G10N7-G10O6 site on the opposite site of the major groove (Table 4; note that due to the periodicity along the z axis, a mirror image of the G10 nucleotide forms a base pair with a C20 nucleotide just below the A1/T19 base pair). The low dielectric constant of the DNA bases should increase this influence of the presence of Na+ in the major groove on the electric field in the minor groove, thus reducing the negative potential at the T2O2/T19O2 site.
Fig. 4 A shows that the presence of Spm4+ around the A1T2/A18T19 fragment can only be seen at the periphery, near the PO4-groups (in Fig. 4 A, the SDF of the N+ atoms is shown in blue). However, the presence of Spm4+ in some other locations of the decamer minor groove (e.g., in the A5-C8/G12-T15 region) repels water molecules from the minor groove. This effect can be seen by comparing the H2O-T7O2 RDFs for the Spm/Na with those of the Na-3DNA/Na-1DNA systems (the black lines in the inserts of Fig. 4, C and D). The corresponding curve for the Na-3DNA system is very similar (data not shown).
The MD simulations show that the DNA double helix can change its
conformation locally (as shown by the propeller twist of the T2 and T19
bases). It is of course possible that this change of the local DNA
conformation may not reflect a real event but may be a consequence of
an improper description of base stacking interactions in the force
field parameters or does not represent statistically averaged
conformations due to a short simulation time. In the center of the
(AATT)2 fragment of the DDD duplex, the narrowing
of the minor groove also results in merging of hydration sites of the
bases and provides an optimal distance for coordination of water or
Na+ with the two TO2-atoms
of opposite DNA strands. In agreement with the present work, x-ray
diffraction, NMR relaxation, and MD simulations studies of the DDD
duplex point to the central position in the minor groove "spine of
hydration" as a location where partial substitution of water by
cations can take place (Shui et al., 1998a
,b
; Sines et al., 2000
;
Denisov and Halle, 2000
; Tereshko et al., 1999a
,b
; Hamelberg et al.,
2000
; McConnell and Beveridge, 2000
).
Effect of spermine on hydration of the minor groove
Fig. 5 compares the averaged DNA structure and SDFs obtained for the decamer fragment A5-C8/G12-T15 in the MD simulations of the Spm/Na system (Fig. 5, A and C, left panel) and for the Na-3DNA system (Fig. 5, B and D, right panel). The averaged DNA structures of the A5-C8/G12-T15 fragment are similar for all the three systems we have studied (the RMS difference is between 0.4-0.8 Å). The positions and densities of the cationic species are also similar. However, the presence of the spermine methylene groups illustrated by the SDFs of the carbon atoms in the (CH2)3 and (CH2)4 groups (shown respectively as dark and light green), makes a decisive influence on the minor groove hydration of the fragment. The hydrophobic methylene groups of spermine push water out of the groove, whereas Na+ attracts and organizes water around DNA. Note that the SDF of the water oxygen atom (shown in red) in Fig. 5, B and D is more intense than in Fig. 5, A and C. The water O-atom RDF shown in Fig. 4, C and D also supports the explanation that the depletion of water in the minor groove is caused by the partly hydrophobic spermine. We can conclude that the Na+ ions share their presence with water and form a number of water-mediated contacts with different groups of DNA, whereas the presence of the methylene groups of Spm4+ disrupts the water structure at this position in the minor groove.
Na+ in the major groove
Several potential Na+ binding positions to
electronegative groups of DNA bases can be found in the major groove
(Table 4, Fig. 6; see also Korolev et al., 2001
). The strongest
Na+-base interactions are observed close to the
guanine N7 and O6 atoms and the adenine N7 atom (Tables 2-4). This
interaction increases in the series Spm/Na < Na-1DNA < Na-3DNA system. For the case of the Na-3DNA system, the binding of
Na+ to the G10 and G6 bases from the side of
major groove is particularly strong (Table 4). As mentioned above this
high Na+ occupancy at the
G10N7 site of the Na-3DNA system is suggested to
reduce the electronegative potential of the
T2O2/T19O2 on the opposite
site of the minor groove, contributing to the absence of sodium binding
at that site.
As an example of Na+ binding in the major groove, in Fig. 6 we have displayed SDF around the A5G6/C14T15 fragment of the Spm/Na system. The areas of high concentration of Na+ and water coexist at this position. We have also included the SDFs of the N+-atoms of Spm4+, shown in light blue. The SDFs of water oxygens are in a reasonable agreement with the x-ray diffraction results, except for the two sites at the periphery of the major groove at C14 and T15 (Table 4).
Fig. 6 B illustrates the interaction of Na+ with the DNA bases in the major groove of B-DNA. Na+ ions coordinate with G6N7 both in the Spm/Na and the Na-3DNA system (Table 4). This interaction is much stronger for the case of pure Na-DNA, as can be seen comparing the RDFs of the two systems (see also Tables 3 and 4, Fig. 2). Na+ ions are capable to displace water from this position, which is manifested by a lower first maximum of the water RDF.
Our data on Na+ binding to the bases in the major
groove are in agreement with other MD results obtained for Na-
(McConnell and Beveridge, 2000
), K- (Auffinger and Westhof, 2001
), Na-,
and Cs-salts (Lyubartsev and Laaksonen, 1998
) of DNA. Similar
observations have recently been obtained in x-ray crystallography
studies reporting the presence of Tl+ ions
coordinating with DNA bases in the major groove (Howerton et al.,
2001
).
Sodium ions also show several specific locations in the second solvation shell in the minor and major grooves of DNA. A closer analysis of Na+ and water SDFs and RDFs shows that the presence of Na+ increases the structuring of water. At the sites of strong Na+ coordination, water molecules fill the positions around the Na+ ions, forming a regular structure and extending the enhanced solvent network further away. Because we have not found any noticeable presence of spermine in the major groove of the decamer, this ligand cannot exert its destructive influence on water structure in this region.
Influence of cations on DNA structure
The ability of ions to directly and dynamically modulate DNA
structure due to their presence near the DNA groups is a matter of
debate in recent literature (Howerton et al., 2001
; McFail-Isom et al.,
1999
; Hamelberg et al., 2000
, 2001
; Hud and Polak, 2001
; McConnell and
Beveridge, 2000
and references cited therein). Opinions range from the
idea that even transient presence of ions (including monovalent
cations) near the DNA molecule can immediately result in a change of
the local DNA structure (McFail-Isom et al., 1999
; Sines et al., 2000
;
Hamelberg et al., 2000
, 2001
) to a conception that such features of the
DNA double helix as groove width or bending is dependent mostly on the
base sequence and that only strongly bound, multivalent ions like
Ca2+ or Mg2+ can change the
DNA structure to a limited extent (Chiu and Dickerson, 2000
; Chiu et
al., 1999
). The MD simulations reported in this work have the ambition
to model the conditions of real DNA crystals and to allow comparison of
our data with structural information obtained by mainly x-ray
crystallography. In this section we discuss the influence of cations on
DNA structure by analyzing the dependence of the width of DNA minor
groove on the conditions of the DNA decamer surroundings. Analysis of
trajectories from the Spm/Na and the Na-3DNA simulations shows that the
width of the minor groove changes rather dynamically and quickly (on a
subnanosecond time scale), in agreement with literature data (Hamelberg
et al., 2000
, 2001
). The groove width is therefore useful for an
analysis of the correlations between ion distribution and DNA
structure. In Figs. 7 and
8 the change of the minor groove width
along the DNA molecules is displayed for both the Spm/Na and the
Na-3DNA systems. The data have been calculated using the Curves 5.1 program (Stofer and Lavery, 1994
) from averaged DNA structures, as well as from snapshot structures of the three separate DNA decamers obtained
from representative configurations. The examples presented in Figs. 7
and 8 show that no direct correlation can be observed between the
groove width and the presence of Spm4+ or
Na+ in or near the groove. In Fig. 7 it can be
seen that Spm4+ is found at approximately the
same position of the DNA decamer at the bottom of both a wide (Fig. 7
A) and a narrow (Fig. 7 C) minor groove segment.
A similar picture is observed in the Na-3DNA system. Sodium ions can be
found at the bottom or near the "lips" of the minor groove when it
is both narrow (Fig. 8 C) and wide (Fig. 8 A).
Our data are in good agreement with the results of the MD simulation
study by (McConnell and Beveridge, 2000
) reporting a rather indirect
and complex response of the DNA structure to the presence of cations,
which is contrary to the data by Hamelberg et al. (2000
, 2001
)
advocating an instant and a rapid response of the DNA structure to the
ionic environment.
|
|
Comparing the Spm/Na and Na-DNA systems, we did not find any straightforward correlation between the width of minor groove and the presence of spermine binding to DNA. The only difference between Spm/Na and Na-3DNA seen from the MD simulations is that Spm4+ reduces somewhat the amplitude of variation of the minor groove width. In Spm/Na, the width varies between 8 and 12 Å (Fig. 7 B, thin lines), and in Na-DNA the range of changes in the groove width is between 7 and 13 Å (Fig. 8 B, thin lines).
| |
CONCLUSIONS |
|---|
|
|
|---|
The possibility of M+ ions to exchange water molecules in the first hydration shell of the DNA double helix and the ability of the mobile ions to modulate DNA structure has recently been debated in the literature. The main focus has been on the interpretation of results obtained in x-ray crystallography, NMR, and MD simulation studies of the cation/water dynamics inside the narrow minor groove of the (AATT)2 fragment of the DDD duplex. In agreement with predictions from previous MD simulation studies our data confirm water/counterion exchange in the closest vicinity of DNA bases in general and near the thymine O2-atoms in particular. In addition, we wish to underline that the extent of this exchange depends strongly not only on the nature of DNA binding site but also on the other parameters. In this context, we would also like to stress that the answer to the question about the presence of Na+ (or other cations) in the first solvation shell of DNA bases is apparently rather complex. The extent of M+/water exchange near each particular site depends on a wide number of structural parameters such as the DNA sequence, geometry of grooves, and on environmental factors such as the amount, and nature of ions in the crystal as well as activity of water.
Based on the MD simulation results, we can draw the following general conclusions. 1) Water molecules, Na+ ions, and charged amino groups of spermine interact most frequently with the DNA phosphate groups. However, all these species form short-lived ion pairs with the charged O-atoms and the averaged distributions of the ligands around the phosphate groups of DNA are fairly diffuse. 2) Water is the principal molecule interacting with the DNA bases. The polar groups of DNA bases are hydrated in a uniform manner. 3) As a rule, water and ions form more stable long-lived pairs with the sites on DNA bases than near the phosphate groups. 4) Na+ and amino groups of spermine can substitute water near the electronegative sites of the DNA bases. However, the extent of this substitution depends not only on the nature of the DNA group but is also a result of the structure of DNA in terms of availability and positions of other binding sites in the close vicinity. 5) The effect of the presence of the spermine molecule on the hydration and on the interaction of the sodium ions with DNA is significant. Spermine pushes water out of the minor groove while Na+ attracts and organizes water around DNA. In the absence of spermine, with only sodium counterions, there is a larger hydration of DNA caused by substantial ordering of water. The hydrophobic methylene groups reduce the organization of water at the positions of spermine binding to DNA.
Specifically, concerning the B-DNA decamer studied in this work we can
conclude that the mobile spermine molecules are highly present in the
minor groove. As an example, it is found that amino groups of
Spm4+ can be found for ~25% of the simulation
time in the vicinity near the O2 atom of the T7
base. In addition, based on comparison with analysis of the results of
our previous work, we can also conclude that binding to DNA bases is
very sensitive to the nature of the counterions (Lyubartsev and
Laaksonen, 1998
). Our simulations confirm results from previous MD and
NMR studies concerning the presence of cations in the first solvation
shell of DNA bases (McConnell and Beveridge, 2000
; Williams and Maher,
2000
and references cited therein). Therefore, it is reasonable to
conclude that in the DNA crystals, monovalent cations can substitute
water in the first solvation shell when these ions are present in the
crystals. However, the occupancies of the cations near the binding
sites seem to be relatively small compared with that of water molecules.
Finally, as discussed in detail in our first presentation of the
spermine simulation (Korolev et al., 2001
), we note that the
invisibility of spermine in x-ray diffraction studies is most likely
caused by the fact that the highly flexible spermine molecules are not
able to form structurally stable complexes with DNA. None of the modes
of spermine binding, such as the formation of bridges between different
DNA helices across major and minor grooves, as well binding in the
minor groove, shows any clear regularity.
| |
ACKNOWLEDGMENTS |
|---|
This work has been supported by the Swedish Natural Research Council (NFR). One of us (N.K.) acknowledges the support of a fellowship from the Foundation Wenner-Grenska Samfundet.
| |
FOOTNOTES |
|---|
.
Address reprint requests to Lars Nordenskiöld or Aatto Laaksonen, Division of Physical Chemistry, Arrhenius Laboratory, Stockholm University, S-10691 Stockholm, Sweden. Tel.: 46-8-162-375; Fax: 46-8-152-187; E-mail: lnor{at}physc.su.se, aatto{at}physc.su.se.
Submitted May 8, 2001, and accepted for publication March 12, 2002.
Dr. Nordenskiöld's present address is School of Biological
Science, NTU
Nanyang Technological University No. 1, Nanyang Walk, Blk
5, Level 3, Singapore 637616.
| |
REFERENCES |
|---|
|
|
|---|