modeling the influence of adsorbed dna on the lateral pressure and tilt transition of a zwitterionic...
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This journal is c the Owner Societies 2012 Phys. Chem. Chem. Phys., 2012, 14, 10613–10621 10613
Cite this: Phys. Chem. Chem. Phys., 2012, 14, 10613–10621
Modeling the influence of adsorbed DNA on the lateral pressure and tilt
transition of a zwitterionic lipid monolayer
Klemen Bohinc,aGerald Brezesinski
band Sylvio May*
c
Received 23rd March 2012, Accepted 30th May 2012
DOI: 10.1039/c2cp40923b
Certain lipid monolayers at the air–water interface undergo a second-order transition from a
tilted to an untilted liquid-crystalline state of their lipid hydrocarbon chains at sufficiently large
lateral pressure. Recent experimental observations demonstrate that in the presence of divalent
cations DNA adsorbs onto a zwitterionic lipid monolayer and decreases the tilt transition
pressure. Lowering of the tilt transition pressure indicates that the DNA condenses the lipid
monolayer laterally. To rationalize this finding we analyze a theoretical model that combines a
phenomenological Landau approach with an extension of the Poisson–Boltzmann model to
zwitterionic lipids. Based on numerical calculations of the mean-field electrostatic free energy of a
zwitterionic lipid monolayer–DNA complex in the presence of divalent cations, we analyze the
thermodynamic equilibrium of DNA adsorption. We find that adsorbed DNA induces a 10%
reduction of the electrostatic contribution to the lateral pressure exerted by the monolayer. This
result implies a small but notable decrease in the tilt transition pressure. Additional mechanisms due
to ion–ion correlations and headgroup reorientations are likely to further enhance this decrease.
1 Introduction
Non-viral gene transfer typically1 employs the complexation
of DNA using a cationic agent. For cationic lipids, the
resulting condensates are referred to as lipoplexes.2 The physical
principle underlying lipoplex formation is evident:3 negatively
charged DNA molecules interact electrostatically with cationic
lipids. The resulting compact structures can be taken up by
living cells where they eventually disassemble, thus allowing the
DNA to enter the nucleus.4 The two major drawbacks of using
lipoplexes are low transfection efficiency and cytotoxicity of the
cationic lipids.5 In contrast to cationic lipids, zwitterionic lipids
are biocompatible and thus non-toxic. Hence, there is a
substantial incentive to replace cationic by zwitterionic lipids.
However, the lack of strong electrostatic attraction renders the
initiation and control of complex formation between DNA
and zwitterionic lipids challenging. A method to initiate
formation of zwitterionic lipid–DNA complexes is to add
divalent cations6–10 such as Ca2+or Mg2+. Although with
low efficiency, these complexes are viable nonviral gene delivery
vectors.11,12 To control and improve their stability, it is
beneficial to better understand divalent cation-mediated binding
of DNA and its influence on the structure and energy of
zwitterionic lipid layers.
Langmuir monolayers at the air–water interface are a
suitable system for studying the binding between DNA and
zwitterionic lipids.13 To motivate the present theoretical study,
we briefly discuss a recent experiment by Gromelski and
Brezesinski14,15 in which the influence of DNA and added
divalent cations (5 mM Ca2+or Mg2+) on the pressure–area
isotherm of a monolayer consisting of the zwitterionic lipid
dimyristoylphosphatidylethanolamine (DMPE) was measured.
To this end, Gromelski and Brezesinski have employed Infrared
Reflection Absorption Spectroscopy (IRRAS), X-ray Reflec-
tivity (XR), Grazing Incidence X-ray Diffraction (GIXD), and
Brewster AngleMicroscopy (BAM). Generally, upon increasing
the lateral pressure a monolayer passes through a number of
phases:16 the gas phase, the liquid-expanded phase, and various
liquid-condensed phases, which exhibit in-plane structures
known from smectic liquid crystals.17 In these crystallo-
graphically ordered phases, the hydrocarbon chains are fully
stretched (i.e., residing in their all-trans conformation) and
tightly packed. Depending on the phase type and the molecular
chemical structure, the cross-sectional chain areas are between
0.185 and 0.205 nm2. The mismatch between the in-plane area
requirement of the hydrophilic headgroups and the hydro-
phobic chains leads to a non-vanishing tilt angle of the chains
with respect to the monolayer normal direction. Further
compression of the film has an influence on the head-
group area by changing the headgroup orientation and/or
hydration. Therefore, the tilt of the hydrocarbon chains can
a Faculty of Health Sciences, University of Ljubljana,SI-1000 Ljubljana, Slovenia. E-mail: [email protected]
bMax Planck Institute of Colloids and Surfaces, Science ParkPotsdam-Golm, Am Muehlenberg 1, 14476 Potsdam, Germany.E-mail: [email protected]
cDepartment of Physics, North Dakota State University, Fargo,ND 58108-6050, USA. E-mail: [email protected]
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10614 Phys. Chem. Chem. Phys., 2012, 14, 10613–10621 This journal is c the Owner Societies 2012
be diminished by compression. In certain cases, compression
can even lead to the non-tilted state. This transition is signified
in the isotherms by a kink, indicating a second-order transition
in contrast to the first-order transition from the disordered
fluid state to the ordered condensed state, which is characterized
by a plateau region in the isotherms. The transition from the
tilted to the untilted phase and the corresponding tilt angle y as
a function of the applied lateral pressure P are schematically
illustrated in Fig. 1.
In their above-mentioned experimental work,14,15 Gromelski
and Brezesinski have studied the transition from the tilted to the
untilted phase. Specifically, in the absence of both DNA and
divalent cations the second-order phase transition was observed
to occur at a lateral pressure of about 32 mN m�1. Upon
addition of both DNA and divalent cations, the transition from
the tilted to the untilted ordered phase was shifted to a smaller
lateral pressure of about 28 mN m�1. We note that neither
DNA nor divalent cations alone caused a significant shift in
the transition pressure. Moreover, the shift in the transition
pressure was very similar irrespective of whether Ca2+ or
Mg2+was used. These experimental observations indicate,
first, that divalent cations and DNA cooperatively lower the
lateral pressure (at fixed cross-sectional area of the lipids) and
thus tend to cause a condensation of the monolayer and,
second, that this is a non-specific effect.
Generally, the interaction of ions with solute molecules –
including lipid layers – exhibits specificity and depends in a
characteristic manner, known as the Hofmeister series, on the
chemical identity of the ions. For example, Aroti et al.18,19
investigated the influence of different anions on a monolayer
composed of the zwitterionic lipid dipalmitoylphosphatidyl-
choline (DPPC) and found that moderate concentrations of
chaotropic anions, such as I�, do not significantly change the
conformation and packing properties of the hydrocarbon
chains. The lattice parameters remain essentially unaffected,
even at quite high electrolyte concentrations. However, anions
partition into or bind to the disordered liquid-expanded phase,
thus providing a stabilization of that phase, but they do not
penetrate into or bind to the domains of the liquid-condensed
phase. We note that the mechanisms for the stabilization of the
disordered phase may be related to the higher degree of water
ordering in the vicinity of the anions when residing in the bulk
aqueous phase as compared to the monolayer-associated state.
This suggests the stabilization of the disordered phase to be
driven by an increase in entropy.18
From a basic physical viewpoint it is not obvious that
adsorbed DNA is able to condense a zwitterionic lipid mono-
layer. In fact, the adsorbed DNA array in itself is expected to
increase the lateral pressure, unless the presence of the divalent
cations induces attractive interactions between the adsorbed
DNA strands via ion–ion correlations.20 Another potential
mechanism leading to the condensation of the monolayer
would be the formation of complexes between a divalent
cation and the phosphate groups of two neighboring lipids.6
The role of the DNA would then be to facilitate penetration of
divalent cations into the lipid layer. We note that both
mechanisms depend on the presence of ion–ion correlations.
In mean-field theory such correlations are absent so that, at
least on this level, one would expect the condensing effect of
the DNA to be absent. As we will demonstrate in the present
work, even on the mean-field level (i.e., in the absence of
ion–ion correlations) the divalent cation-mediated adsorption
of DNA onto a zwitterionic lipid layer leads to a condensing
effect.
In the present theoretical work we study the influence of
adsorbed DNA on a zwitterionic lipid monolayer at the
air–water interface. Specifically, we model the transition from
the tilted to the untilted ordered phase of the lipid’s hydro-
carbon chains upon increasing the applied lateral pressure.
Our objective is to rationalize the experimental finding that
adsorbed DNA shifts the tilt transition to smaller lateral
pressure. The mechanism we suggest is based purely on
electrostatics and involves a decrease in the electrostatic con-
tribution to the lateral pressure of the monolayer upon DNA
adsorption. That is, divalent cations, which mediate the
adsorption of DNA, enter into the headgroup region of the
monolayer where they interact with the phosphate groups of
the lipids, thus decreasing the electrostatic stress. Our theore-
tical model pursues a minimalistic approach that aims at
retaining only the most relevant structural features and energy
contributions. While such an approach benefits from exposing
the underlying physics, we note that it is often not obvious
what the system’s relevant interactions are. Hence, phenomeno-
logical modeling must be guided by experimental findings or
by results from molecular-level simulation methods such as
all-atom molecular dynamics. Here, we employ a mean-field
description of the system, thereby combining a Landau approach
with a Poisson–Boltzmann model for the electrostatic
interactions. The Poisson–Boltzmann approach is modified
according to a previously introduced model to account for the
presence of zwitterionic lipid headgroups.21 We calculate
the electrostatic free energy of a DNA–monolayer complex
(in the presence of 5 mM divalent cations) and use it to
compute the thermodynamic adsorption equilibrium of the
DNA. Multiple calculations for different lateral areas of the
monolayer yield the electrostatic contribution to the lateral
pressure. We demonstrate that our mean-field model predicts a
10% decrease in the lateral pressure upon adsorption of the
DNA. Hence, even on the mean-field level and without
invoking any further DNA-induced structural changes in the
monolayer, DNA induces a small but notable condensing
effect – and thus a reduction in the tilt transition pressure.
Fig. 1 Schematic illustration of a lipid monolayer residing in the
tilted (a) and untilted (b) ordered phase. The tilt angle y reflects the
in-plane area a per lipid, which is controlled by the applied lateral
pressure P. As illustrated in diagram c, a second-order phase transi-
tion occurs for increasingP from a tilted to an untilted ordered phase.
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2 Electrostatic free energy
We consider a planar monolayer consisting of zwitterionic
lipids at the air–water interface. The average cross-sectional
area a per lipid is controlled by the applied lateral pressure P.
The aqueous solution contains divalent cations of bulk
concentration m0 as well as monovalent anions of bulk
concentration 2m0. All ions are assumed to be point-like.
Adsorption of DNA onto a zwitterionic monolayer is facili-
tated by the presence of divalent cations. Here, we model the
electrostatic contribution to the adsorption of (double
stranded) DNAmolecules onto a zwitterionic lipid monolayer.
DNA has a persistence length22 of about x = 50 nm. Hence, it
will exhibit thermally excited bending deformations on length
scales larger than x. The spatial extension of lipid molecules is
much smaller than x. On these length scales, DNA remains a
stiff molecule. It is thus appropriate to represent DNA as an
array of parallel straight rods, each of radius R = 1 nm with
uniform negative surface charge density s = �0.92 e nm�2
where e denotes the elementary charge. Recall that DNA
carries two negative charges per base pair; in B-DNA base
pairs are separated by a distance of 0.34 nm. Hence the
average charge-to-charge separation along the long axis of
the molecule is (0.34/2) nm = 0.17 nm. Indeed, our choices of
R and s ensure the average charge-to-charge separation along
the DNA to be 0.17 nm. The rods are sufficiently long so that
end effects can be neglected. The yet unknown center-to-center
distance d of neighboring DNA strands will be determined
below from the analysis of a thermodynamic adsorption model.
We locate a Cartesian coordinate system with the z-axis normal
to the monolayer (originating at the monolayer’s polar/apolar
interface and pointing to the aqueous phase) and the x-axis
within the polar/apolar interfacial plane normal to the DNA’s
long axis. On the mean-field level all system properties are
invariant along the y-axis; i.e., parallel to the DNA’s long axis.
A cross-section of the DNA–monolayer complex (at fixed y),
including a unit cell (the light-shaded region), is shown in Fig. 2.
We model the zwitterionic lipid headgroup as suggested and
analyzed21 previously as two opposite elementary charges,
both residing at a given lipid’s lateral position x. The negative
headgroup charge is firmly attached to the polar–apolar inter-
face z = 0, and the positive charge resides at variable distance
z within the headgroup region 0 r z r l where l = 0.5 nm
denotes the thickness of the headgroup region. This model
is motivated by the generic structure of zwitterionic phospho-
lipids: the negatively charged phosphate group is linked (via a
backbone) to the hydrocarbon tails, whereas the positive charge
(representing the ethanolamine moiety for phosphatidylathanol-
amine, the choline group for phosphatidylcholine, etc.) has con-
formational flexibility that allows it to reside at different positions
z within the headgroup region. In the following it is convenient to
introduce the conditional probability density P(z|x) to find the
positive headgroup charge at position z, given the corresponding
lipid (i.e., the negative charge of the headgroup) is located at
position x. This probability density is normalized according toR ‘0 PðzjxÞdz ¼ ‘, for any fixed position x.
The charges of the DNA and the lipid monolayer perturb
the local concentrations of the mobile salt ions (i.e., the
monovalent anions and the divalent cations). We denote the
local concentrations of monovalent anions and divalent
cations by n� = n�(x,z), and m = m(x,z), respectively. Note
that both functions are only defined within the aqueous
solution, z Z 0, excluding the DNA cylinders. The corre-
sponding volume charge density r(x,z) at a given point (x,z)
can be expressed as
re¼ 2m� n� þ 1
a‘PðzjxÞ; 0o z � ‘2m� n�; ‘o zo1:
�ð1Þ
The additional contribution eP(z|x)/(al) within the head-
group region 0 r z r l accounts for the positive head-
group charges of the zwitterionic lipids. Starting point of
our model is the following mean-field electrostatic free
energy per unit cell (expressed in units of the thermal energy
kBT, where kB is Boltzmann’s constant and T the absolute
temperature)
Fel
kBT¼ 1
8p‘B
ZV
dvðrCÞ2
þZV
dv n� lnn�2m0
� �� n� þ 2m0
� �
þZV
dv m lnm
m0
� ��mþm0
� �
þ 1
a
ZA
da1
‘
Z‘
0
dzPðzjxÞ lnPðzjxÞ:
ð2Þ
Each integral in this expression describes one free energy
contribution. The first integral accounts for the energy stored
Fig. 2 Schematic illustration of a zwitterionic lipid monolayer–DNA
complex. The DNA molecules (shaded circles) are modeled as long
cylinders of radius R and uniform surface charge density s. The DNA
cylinders contact the headgroup region, 0 r z r l, of the lipid
monolayer. The positive charges of the zwitterionic headgroups are
allowed to move within the headgroup region whereas the negative
charges remain anchored to the polar/apolar interface, z = 0. The
aqueous solution contains monovalent anions and divalent cations.
A unit cell, within which we solve the modified Poisson–Boltzmann
equation, is indicated (light-shaded region). The unit cell contains one
single DNA cylinder and extends from x=�d/2 to x= d/2 and z=0
to z-N. The lateral size of the unit cell, d, equals the DNA-to-DNA
distance. Also indicated are the width of the headgroup region l, the
average cross-sectional area per lipid a, and a non-vanishing tilt angle
of the lipid tails.
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in the electric field. Here rC is the gradient of the dimension-
less electrostatic potential C = C(x,z), which is related to the
electrostatic potential F through C = eF/kBT. Furthermore,
lB = 0.7 nm denotes the Bjerrum length in water. This length
is defined such that at a separation lB two elementary charges
experience an interaction energy equal to the thermal energy
kBT. The volume integrationRVdv runs over the aqueous
region (thus excluding the DNA) of the unit cell. The second
and third integrals in eqn (2) are ideal mixing free energies of
the monovalent anions and the divalent cations, respec-
tively. Finally, the fourth integral in eqn (2) accounts for
the orientational entropy of the zwitterionic headgroups.
Here, the integrationRAda runs over the polar–apolar inter-
face (i.e., the surface z � 0) of the unit cell.
Thermal equilibrium of the system is determined by the
minimum of the electrostatic free energy Fel = Fel(n�, m, P).
Minimization results in the Boltzmann distributions m =
m0 exp(�2C), n� = 2m0 exp(C) and P = exp(�C)/q, with
the x-dependent partition sum q ¼ ð1=‘ÞR ‘0 expð �CÞdz.
Inserting the Boltzmann distributions into eqn (1) and using
Poisson’s equationr2C=�4plBr/e gives rise to the modified
Poisson–Boltzmann equation
r2C8p‘B
¼ m0ðeC � e�2CÞ �e�C2‘aq; 0o z � ‘0; ‘o zo1;
�ð3Þ
where r2 denotes the Laplacian. The term �e�C/(2laq) in
eqn (3) is present only within the headgroup region, where it
accounts for the positive headgroup charges. Eqn (3) is a
partial, non-linear, and non-local differential equation for the
potential C = C(x,z) that must be solved within the unit cell.
Symmetry implies the boundary conditions (qC/qx)x=�d/2 =(qC/qx)x=d/2 = 0. Moreover, in the bulk the electric field
vanishes, implying (qC/qz)z-N = 0. Finally, the negative
charges of the phosphate groups fixed at the DNA and
the lipid monolayer entail the two remaining boundary
conditions
@C@n
� �DNA
¼ �4p‘Bse;
@C@z
� �z¼0¼ 4p‘B
a; ð4Þ
where (q/qn)DNA denotes the derivative in the normal direction
of the DNA cylinder (pointing to the aqueous region). We
assume that the hydrophobic interiors of both the DNA
cylinder and the lipid monolayer’s hydrocarbon regions
have a sufficiently low dielectric constant so that the electric
field in these regions is negligibly small. It should also be
mentioned that electroneutrality of the system is ensured, even
without explicitely adding counterions of the DNA to our
system. This is due to the presence of the aqueous bulk
reservoir with concentrations m0 and 2m0 of divalent cations
and monovalent anions, respectively. Mobile ions will be
recruited from the bulk so as to neutralize the charge of
the DNA.
We have numerically solved eqn (3) by transforming the
non-linear differential equation into a sequence of linearized
differential equations that were solved using a Newton–
Raphson iteration scheme.23 Once the potential C(x,z) is
known, the electrostatic free energy of the unit cell Fel according
to eqn (2) can be calculated. To this end, it is convenient to
insert the equilibrium distributions for n�, m, and P back into
eqn (2). This leads to the expression
Fel
kBT¼ s
2e
ZDNA
daC� 1
2a
ZA
daC
þm0
ZV
dvfCðeC � e�2CÞ � ð2eC þ e�2CÞ þ 3g
� 1
2al
ZA
da
Z‘
0
dzCe�C
q� 1
a
ZA
da ln q; ð5Þ
where the surface integrationRDNAda runs over the surface of
the DNA cylinder. Using eqn (5) is most convenient in a
numerical computation because only the potential C(x,z) but
not any (numerically less accurate) derivatives of the potential
need to be known.
The tilt transition of a zwitterionic lipid monolayer depends
on the cross-sectional area a per lipid (which is controlled by
the lateral pressure). Adsorbed DNA influences the tilt transi-
tion and thus makes it dependent on the DNA-to-DNA
distance d (which below we determine from a chemical
adsorption equilibrium). Hence, we need to compute the
electrostatic free energy Fel = Fel(d,a) per unit cell as a
function of both d and a. Numerical results are shown in
Fig. 3 for a unit cell of unit width L = 1 nm along the y-axis.
(Throughout this work we shall use the symbol L for a unit
length of 1 nm. Recall that the y-direction points along the
principal axis of the DNA. Hence, the total electrostatic free
energy for an extended monolayer is equal to Fel times the
total length of the adsorbed DNA, measured in nm.) All
results in Fig. 3 are computed for a divalent ion bulk concen-
tration of m0 = 0.003 nm�3 (5 mM). Each curve in Fig. 3
Fig. 3 The electrostatic free energy per unit cell (of unit width L = 1
nm along the y-axis) Fel = Fel(d,a) as a function of the DNA-to-DNA
distance d for a=0.35 nm2, a=0.40 nm2, a=0.45 nm2, a=0.50 nm2,
a = 0.55 nm2, a = 0.60 nm2, a= 0.65 nm2, a= 0.70 nm2 (curves from
top to bottom). The remaining parameters are m0 = 0.003 nm�3
(5 mM), lB = 0.7 nm, l= 0.5 nm, R= 1 nm, s= �0.92 e nm�2. Theinset re-displays data of the main figure together with the optimal
DNA-to-DNA distance d(a), indicated by the symbol 1 for each cross-
sectional area a. The relation d(a) follows from the analysis of the
DNA adsorption equilibrium.
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refers to Fel as a function of d, different curves correspond to
different a. Let us briefly analyze our findings: first, larger
cross-sectional area a at constant DNA-to-DNA distance d
(i.e., constant size of the unit cell) leads to smaller electrostatic
free energy because fewer headgroup charges – both positive
and negative – remain in the unit cell. In addition, the area
density of zwitterionic headgroups in the unit cell is reduced,
implying weaker electrostatic repulsion between the head-
group dipoles. Second, in the large d regime the electrostatic
free energy increases linearly for increasing d at constant a.
Since for large d the DNA cylinders do no longer repel each
other electrostatically, increasing d merely adds more unper-
turbed zwitterionic lipids (all with the same cross-sectional
area a) to the monolayer. Hence, the constant slopes of the
curves in Fig. 3 at large d yield the corresponding area density
of the electrostatic free energy (in kBT nm�2) for an unper-
turbed zwitterionic monolayer, and the intercept at d = 0 is
the excess energy due to the presence of the adsorbed DNA
(per DNA unit length L = 1 nm). Third, for small d the
electrostatic free energy passes through a minimum as a
function of d for fixed a. The increase in Fel at decreasing d
is a consequence of the electrostatic repulsion between neigh-
boring DNA cylinders for small d.
3 DNA adsorption equilibrium
We use the results for Fel(d,a) in Fig. 3 to analyze the
thermodynamic equilibrium of DNA adsorption onto the
zwitterionic monolayer. To this end, we consider a lipid
monolayer (at the air–water interface) that occupies a fixed
total lateral area A = aN where a is the cross-sectional area
per lipid and N the total (and fixed) number of lipids; see
the schematic illustration in Fig. 4. We also consider the
presence of DNA, either adsorbed onto the monolayer or free
in solution. We express the total amount of DNA as M
cylindrical segments, each of unit length L = 1 nm. If Mm
of the cylindrical DNA segments are adsorbed onto the
zwitterionic lipid monolayer (mediated by the presence of
divalent cations) and Mf = M � Mm cylindrical segments
remain free in solution, then we can express the total electro-
static free energy of the system as
F totel = (M � Mm)m + MmFel(d,a), (6)
where m is the chemical potential of the DNA (per unit length L)
and Fel(d,a) is the electrostatic free energy per unit cell as specified
in eqn (5). Because area conservation implies Na = MmdL, the
DNA-to-DNA distance d = Na/(MmL) depends on Mm.
In thermal equilibrium the amount Mm of adsorbed DNA
follows from the condition in dF totel /dMm = 0. This gives rise
to the equilibrium condition
Felðd; aÞ � d@Felðd; aÞ
@d
� �a
¼ m: ð7Þ
Solving eqn (7) yields d for given m and Fel(d,a) where a is fixed.
However, to numerically compute d we first need to determine
the chemical potential m of the DNA. When a single DNA
cylinder is immersed in an aqueous solution (with bulk con-
centrations m0 of divalent cations and 2m0 of monovalent
anions), the electrostatic free energy can be computed within
the standard Poisson–Boltzmann formalism. This, in fact, is
analogous to the formalism leading to eqn (5), yet in the
absence of the zwitterionic monolayer and in the limit d-N.
The Poisson–Boltzmann equation r2C = 8plBm0(eC � e�2C)
can most conveniently be solved in cylindrical coordinates,
and the chemical potential is given by
mkBT
¼ s2e
ZDNA
daC
þm0
ZV
dvfCðeC � e�2CÞ � ð2eC þ e�2CÞ þ 3g; ð8Þ
to be calculated for a cylindrical segment of unit lengthL=1 nm.
For m0 = 0.003 nm�3 (corresponding to 5 mM) we obtain
m = 13.8 kBT per unit length L. Using this value allows us to
numerically solve eqn (7). The resulting equilibrium distance d
is marked by the open circles in the inset of Fig. 3. Our model
generally predicts a DNA-to-DNA distance in the range of
4 to 6 nm for 0.35 r a/nm2 r 0.7. The smaller values of d for
smaller cross-sectional area a per lipid result from the stronger
adsorption free energy. Distances of order d E 4 nm are
typically observed in experiment.15
We remark that our thermodynamic analysis in eqn (6)
neglects all contributions arising from the entropy of the DNA
on the monolayer or in solution. This is justified because
double stranded DNA has a large persistence length of x E50 nm. Adsorption of DNA segments of length x (or longer)
involves a correspondingly large adsorption free energy com-
pared to which entropic contributions become small. More
specifically, if we account for the translational entropy based
on a simple lattice model, we would find the additional
contribution (L/x) ln[vb (d � 2R)/(2R)] on the right-hand
side of eqn (7). Here vb is the volume fraction of the DNA
Fig. 4 Schematic illustration of DNA adsorption onto a zwitterionic
monolayer. The total amount of DNA the system contains is expressed
as M cylindrical segments, each of unit length L = 1 nm. Of these
M cylindrical segments, Mm are adsorbed onto the monolayer, and
M �Mm remain free in the bulk of the aqueous phase. The center-to-
center distance of the adsorbed DNA is d. The monolayer consists of
N lipids, each one with a cross-sectional area a. The total lateral area
occupied by the lipids is A = Na. Note that divalent cations and
monovalent anions are present in the aqueous solution, but they are
not shown. Also, the illustration indicates a non-vanishing tilt of the
lipids but, depending on a, the tilt may also vanish.
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in the bulk solution. For example d = 4 nm and vb = 10�10
yield (L/x) ln[vb (d � 2R)/(2R)] E �0.4 which is a small
correction to the chemical potential m and leaves the results
reported below virtually unaffected.
Using the result of the equilibrium DNA-to-DNA distance
d = d(a) as a function of the cross-sectional area per lipid a in
the inset of Fig. 3, we can plot the electrostatic free energy
per lipid
felðd; aÞ ¼ ½Felðd; aÞ � m�Mm
N¼ a
L
@Fel
@d
� �a
; ð9Þ
where the last equality follows from eqn (7). Recall that
N/Mm = Ld/a is the number of lipids per unit cell. The result
fel = fel[d(a),a] is shown in Fig. 5 (lower curve).
It is useful to compare fel = fel[d(a),a] in the presence of
DNA with the corresponding result in the absence of DNA.
We denote the latter electrostatic free energy per lipid as
f (0)el = f (0)el (a). Upon removal of the DNA array (while
maintaining the bulk concentration of divalent cations m0 at
5 mM), the Poisson–Boltzmann equation (see eqn (3)) is not
affected (but, due to the translational symmetry along the
x-axis, turns into a one-dimensional equation for the potential
C=C(z). Numerical solutions subject toC0(z= 0) = 4plB/aand C(z - N) = 0 can be used to compute the electrostatic
free energy per lipid f (0)el (a) = aFel/(Ld) where Fel corresponds
to eqn (5) with the first term being absent. The result for
f (0)el = f (0)el (a) is displayed in Fig. 5 (upper solid line). Clearly,
the electrostatic free energy per lipid is significantly lower in
the presence of DNA. In fact, the difference between f (0)el and
fel yields the average gain in electrostatic free energy per lipid
upon adsorption of the DNA onto the zwitterionic monolayer.
This free energy gain per lipid is approximatively equal to
0.1kBT, being somewhat larger for smaller a.
To get yet another perspective we consider again the
electrostatic free energy per lipid in the absence of DNA,
and this time also in the absence of divalent cations. We shall
refer to that electrostatic free energy per lipid by f (1)el = f (1)el (a).
Because the zwitterionic monolayer does not possess any
excess charge, there are no mobile ions (neither anions nor
cations) present in the system. Interestingly, the system is
still equivalent to the standard Poisson–Boltzmann model
of a charged surface in the presence of only counterions:
the charged surface corresponds to the phosphate groups of
the zwitterionic lipids (which are located at fixed position
z = 0), and the role of the counterions is played by the
positive headgroup charges (which are mobile within the
headgroup region). Indeed, for m0 = 0 the Poisson–Boltzmann
equation adopts the familiar formC00(z) = �ke�C(z) where the
constant k merely specifies the reference state of C. That
equation must be solved within the region 0 r z r l (whereas
for z > l the potential vanishes identically), subject to
the boundary conditions C0(l) = 0 and C0(0) = 4plB/a.The solution
CðzÞ ¼ ln cos2B
‘ðz� ‘Þ
� �� �ð10Þ
fulfillsC0(l) = 0 and specifies the reference stateC(l) = 0. To
ensure that the second boundary condition is fulfilled, the
integration constant B must solve the transcendental equation
B tanB = 2plBl/a. Once C(z) is known, we can determine the
electrostatic free energy per lipid according to
fð1Þel
kBT¼ B cotB� 1� ln
sinB cosB
B
� �: ð11Þ
The result f (1)el = f (1)el (a) according to eqn (11), derived for l=
0.5 nm, is included in Fig. 5; see the broken line (right above
the upper solid line). Comparing the results of a bare mono-
layer (i.e., in the absence of DNA) with (m0 = 0.003 nm�3)
and without (m0 = 0) divalent cations we find virtually no
difference. That is, adding mobile salt ions reduces the electro-
static free energy of a zwitterionic monolayer insignificantly.
Indeed, as we shall discuss below, our present model predicts
little penetration of the divalent cations into the lipid mono-
layer if DNA is absent. This is also in agreement with
experimental findings.6,15
The results for fel(a) and f (0)el (a) can be used to calculate
the electrostatic contribution to the lateral pressure Pel =
�dfel/da and P(0)el = �df (0)el /da in the presence and absence
of adsorbed DNA, respectively. The lateral pressure contri-
butions Pel and P(0)el are displayed in the inset of Fig. 5.
Irrespective of a, we find an approximatively 10%
decrease in the lateral pressure (i.e., its electrostatic contri-
bution) upon adding both DNA and divalent cations.
The prediction of this reduction is a major result of the
present study. It implies immediately that upon DNA adsorp-
tion the monolayer condenses laterally so that a lower pressure
for the tilt transition is required. To see this explicitely,
we formulate a simple Landau-type description of the tilt
transition.
Fig. 5 The electrostatic free energy per lipid fel = fel[d(a),a] of a
zwitterionic monolayer–DNA complex (in the presence of 5 mM
divalent cations) as a function of the cross-sectional area a per lipid.
The two upper curves refer to a bare monolayer where DNA is absent:
for f (0)el (upper solid line) divalent cations of concentration 5 mM
(i.e., m0 = 0.003 nm�3) are still present, whereas for f (1)el (broken line),
the aqueous phase does not contain salt ions (i.e., m0 = 0). The inset
shows how the presence of DNA affects the electrostatic contribution
to the lateral pressure. The two curves refer to Pel = �dfel/da and
P(0)el = �df (0)el /da.
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4 Tilt transition
We first model the tilt transition for a zwitterionic monolayer
in the absence of DNA. This will serve us as the reference for
investigating the influence of DNA adsorption. Because we
aim to describe the vicinity of the tilt transition, it is con-
venient to employ a standard Landau model with corre-
sponding free energy fL per lipid. We note that various other
phenomenological models are available;24,25 these aim to
understand how the mismatch between preferred headgroup
area and in-plane chain area leads to the emergence of a chain
tilt. Relating the molecular structure of the lipids to the tilt is
not the subject of the present work so that the simple Landau
model is most appropriate. We formulate the Landau model in
terms of two order parameters, the cross-sectional area per
lipid a and the tilt angle y. The Landau-type mean-field free
energy per lipid fL = fL(a,y) can then be written as
fL ¼B
2
a
a0� 1
� �2
þDPa� ay2a
a0� 1
� �þ c
2y4: ð12Þ
All constants in this model (B, a, a0 and c) must be positive.
The first term in eqn (12) describes the area elasticity of the
monolayer at a certain reference area a0 per lipid; B is the
corresponding compression modulus. This term results from
the interplay of repulsive lipid–lipid interactions and a certain
lateral reference pressure P0. Lateral stability of the mono-
layer requires B > 0. The second term represents the pressure
contribution beyond the reference pressure P0, where DP =
P � P0 denotes the pressure difference between the actual
applied lateral pressure and the reference pressure. The
remaining two terms represent a fourth-order expansion in
terms of the tilt angle y. Specifically, the third term accounts
for the area-dependent tilt elasticity26,27 where a > 0 is a
coupling constant between cross-sectional area and tilt angle.
The sign of a is positive to ensure that non-vanishing tilt tends
to lower the free energy if a> a0. Note that we also require the
coupling constant a to be sufficiently small so that the condi-
tion a2 o Bc is fulfilled. The last term stabilizes the tilt; the
constant c must be positive to keep the lipid layer stable even
for nonvanishing tilt angle y.To account for thermal equilibrium we minimize the free
energy fL(a,y) with respect to the cross-sectional area per lipid
a and tilt angle y. We need to distinguish two different cases.
First, for DP > 0 we obtain
y ¼ 0; a ¼ a0 �a20BDP; ð13Þ
and the corresponding optimal free energy reads
fL ¼ a0DP 1� a0
2BDP
h i: ð14Þ
This describes the untilted phase, which is adopted for suffi-
ciently large lateral pressure (i.e., forP>P0 in the absence of
DNA). Second, for DP o 0 the minimization yields
y ¼ �ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi�DPa0aBc� a2
r; a ¼ a0 �
a20B� a2=c
DP; ð15Þ
and the corresponding free energy is
fL ¼ a0DP 1� a0
2ðB� a2=cÞDP� �
: ð16Þ
This second case describes the tilted phase, which is adopted
for sufficiently small lateral pressure (i.e., for P o P0 in the
absence of DNA). We use the free energy fL according to
eqn (14) and (16) as our phenomenological model for the tilt
transition of a zwitterionic lipid monolayer in the absence of
DNA. Divalent cations of concentration 5 mMmay be present
or not; the transition pressure remains essentially unaffected;
see Fig. 5.
We write for the total free energy of the zwitterionic
monolayer in the presence of adsorbed DNA
f(a,y) = fL(a,y) + fel[d(a),a] � f (0)el (a). (17)
Here fL is the Landau free energy according to eqn (12), which
describes the total monolayer free energy in the absence of
DNA. The second term, fel[d(a),a], is the electrostatic free
energy of the monolayer in the presence of DNA and divalent
cations (5 mM) according to eqn (9). The final term, f (0)el (a),
corresponds to the electrostatic contribution to the free energy
in the absence of DNA (with 5 mM divalent cations present).
Recall that both fel[d(a),a] and f (0)el (a) are plotted in Fig. 5. The
difference fel[d(a),a] � f (0)el (a) accounts for the influence of
adsorbed DNA on the total free energy of the zwitterionic
monolayer. We can express the differential of this difference as
d[fel[d(a),a] � f (0)el (a)] = DPel(a) da with DPel = Pel � P(0)el
being the change in the electrostatic contribution to the lateral
pressure upon adsorption of the DNA. (Recall Pel = �dfel/daand P(0)
el = �df (0)el /da). Hence, dfL(a,y) remains identical to
df(a,y) if we replace the term DPa in eqn (12) by (DP � DPel)a.
In the absence of DNA the tilt transition occurs at DP = 0.
Analogously, in the presence of DNA the tilt transition occurs
at DP= DPel. From the inset of Fig. 5 we recall that DPel o 0
has a negative sign. We conclude that the DNA lowers the tilt
transition pressure.
To further illustrate the reduction in the tilt transition
pressure upon adsorption of the DNA, we explicitely calculate
the relation y = y(DP) from the minimization of f(a,y)according to eqn (17). In the absence of DNA, where the total
free energy is specified solely by fL, the relation y = y(DP) is
given analytically in eqn (13) and (15). In the presence of DNA
we determine the relation y= y(DP) numerically. To this end,
we chose a0 = 0.4 nm2, B = 10kBT, and c = a = 2kBT. Note
that a0 = 0.4 nm2 is the average cross-sectional area per lipid
where the tilt transition is observed experimentally,14,15 B= Ka0is related to the compression modulus K = 40 kBT nm�2 of a
lipid layer,28 and a has been estimated from previous modeling27
of the tilt modulus and its dependence on the cross-sectional
area per lipid a. The constant c is not known but can be used
to control the magnitude of y in the tilted phase. Fig. 6 shows
the tilt angle y (and the inset the equilibrium value of a) as a
function of the lateral excess pressure DP. In the absence
of DNA (solid line in Fig. 6) the tilt transition is located at
DP = 0. Upon adsorption of DNA onto the monolayer the
tilt angle y decreases and the tilt transition shifts to smaller
lateral pressure. As argued above, the shift is equal to DPel.
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This finding is in qualitative agreement with experimental
observations,15 where the binding of DNA onto a zwitterionic
monolayer composed of DMPE was mediated by either
Ca2+or Mg2+. We also note that the lateral equilibrium area
a (which generally decreases with increasing DP and exhibits a
kink at the position of the second order tilt transition)
becomes slightly smaller when DNA is present. This too is a
manifestation of the DNA-induced monolayer condensation.
5 Discussion and conclusions
The present electrostatic mean-field model predicts a lateral
condensation of the monolayer upon adsorption of DNA.
Divalent cations are needed to render the adsorption process
of the DNA favorable. Indeed, it was demonstrated in pre-
vious work29 that in the absence of the divalent cations our
model predicts no DNA adsorption. How do divalent cations
induce the adsorption process? The mechanism that the pre-
sent electrostatic mean-field model predicts is based on the
migration of divalent cations from the DNA prior to adsorp-
tion to the lipid’s phosphate groups after adsorption. This
releases positive headgroup charges, which move toward the
DNA in order to interact with the phosphate groups of the
bound DNA. The driving force for this migration is the larger
area density of the lipid’s phosphate groups (1.43 nm�2 o1/ao 2.9 nm�2) as compared to the DNA’s phosphate groups
(1.09 nm�2). In essence, it is more favorable for a divalent
cation to neutralize the more densely packed phosphate
groups of the lipids as compared to those of the DNA.
To illustrate both the migration of divalent cations from the
DNA into the headgroup region and the concomitant release
of positive headgroup charges, we have carried out a repre-
sentative calculation for the specific choices m0 = 0.003 nm�3
(5 mM), a = 0.4 nm2 and d = 4.33 nm (which is where our
model predicts the tilt transition; see Fig. 6). Fig. 7 shows the
local number of divalent cations per lipid, defined through
ZðxÞ ¼ aR ‘0 mðz;xÞdz. Note the hypothetical value Z = 0.5 at
which one divalent cation would neutralize the phosphate
groups of two lipids. Solid and broken lines in Fig. 7 refer
to the presence and absence of DNA, respectively. In the
absence of DNA, we obtain a uniform cation-to-lipid ratio
Z(x) = 0.003, which is small but still five times higher than it
would be for m � m0; i.e., Z ¼ aR ‘0 m0dz ¼ a‘m0 ¼ 0:0006.
Hence, an insignificant amount of divalent cations penetrate
into the headgroup region of a bare monolayer. The notion of
weak penetration of calcium ions into purely zwitterionic lipid
layers is in general agreement with experimental studies6,30–32
and molecular dynamics simulations.33 The presence of acidic
lipids enhances the tendency of cation binding.33,34 In contrast,
when DNA is adsorbed the accumulation is significant, especially
in the vicinity of the adsorption region x=0 (see the solid line in
Fig. 7) where a magnitude of Z(x = 0) = 0.16 is reached.
The inset of Fig. 7 shows the average position of the positive
headgroup charges hzi ¼ ð1=‘ÞR ‘0zPðzjxÞdz. Again, solid and
broken lines refer to, respectively, the presence and absence of
DNA. In the absence of DNA, hzi= 0.133 which results from
the interplay of headgroup entropy and electrostatic attraction
between the two headgroup charges in a bare lipid layer. In the
presence of DNA, hzi increases somewhat, indicating the
tendency of the headgroups to reorient toward the DNA. This
reorientation has also been observed in computer simulations.35
The structural features we observe (see Fig. 7) suggest a
mechanism for the reduction in the lateral pressure P upon
DNA adsorption. The penetration of divalent cations into the
headgroup region neutralizes the lipid’s phosphate groups
more efficiently than the positive headgroup charges can do.
This reduces the electrostatic pressure within the headgroup
region, and this reduction is more significant than the simul-
taneous increase in P due to the DNA strands above the
headgroup region (i.e., in the region lo zo l+2R). We also
point out that the magnitude of the predicted decrease in Pis significantly smaller than that observed in experiment.
Fig. 6 Tilt angle y = y(DP) as a function of the excess pressure DP.
The excess pressure is defined so that for DP = 0 a zwitterionic lipid
monolayer undergoes the tilt transition in the absence of DNA. This is
the case for the solid curve, which corresponds to eqn (13) and (15)
and is derived from fL; i.e., the absence of DNA. The presence of DNA
leads to the broken line, which is derived from the minimization of
f(a,y) in eqn (17). Both curves are computed forB=10 kBT, a0= 0.4 nm 2,
and c = a = 2 kBT. The inset shows the corresponding dependence of
the cross-sectional area a per lipid on DP (solid and broken lines in the
main figure and the inset correspond to each other).
Fig. 7 Local cation-to-lipid ratio ZðxÞ ¼ aR ‘0 mðz;xÞdz (main figure)
and position of positive headgroup charges hzi ¼ ð1=‘ÞR ‘0zPðzjxÞdz
(inset). Solid and broken lines refer to the presence and absence of
adsorbed DNA, respectively. All calculations refer to m0 = 0.003 nm�3
(5 mM), a = 0.4 nm2 and d = 4.33 nm. This point is marked in the
inset of Fig. 3 by the symbol 1; see the second curve from top.
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Upon comparing DP E 0.16 kBT nm�2 E 0.7 mN m�1 in
Fig. 6 to the experimental15 value DP E 4 mN m�1, we see
two major reasons for this discrepancy. First, headgroup
reorientations and water hydration within the headgroup
region affect steric interactions and thus contribute to changes
in the lateral monolayer pressure. Steric interactions can
be accounted for phenomenologically.21 Second, mean-field
electrostatics neglects ion–ion correlations,36,37 which tend to
increase the lateral condensation of the monolayer. More
specifically, individual divalent cations can migrate between
the phosphate groups of neighboring lipids, thus forming an
ion bridge that leads to an additional electrostatic attraction
beyond the mean-field level.6 The same mechanism can also
act between DNA molecules.20 One could include such effects
into the present model by introducing a specific binding of the
divalent ions with the phosphate groups of either DNA or
lipid.38 In the present work we have not included any exten-
sions that would introduce additional unknown parameters
(i.e., to account for steric interactions, specific binding, etc.).
Instead, our extended Poisson–Boltzmann model involves
only a minimal set of known structural quantities (namely a,
lB, m0, l, R, s).In summary, we have studied the influence of adsorbed
DNA on the lateral pressure and tilt transition of a zwitter-
ionic lipid monolayer at the air–water interface. Our main
finding is that even on the electrostatic mean-field level, DNA
induces a lateral condensation of the monolayer. This con-
densation results from the (DNA-induced) penetration of
divalent cations into the headgroup region of the zwitterionic
monolayer. The condensation manifests itself in a downshift of
the lateral pressure at which the transition from a tilted to an
untilted ordered phase of the hydrocarbon chains takes place.
This agrees qualitatively with experimental observations.15
Acknowledgements
The authors acknowledge support from the Slovenian Research
Agency through grant No. BI-US/11-12-046.
References
1 X. Gao, K. S. Kim and D. X. Liu, AAPS J., 2007, 9, E92–E104.2 P. L. Felgner and G. M. Ringold, Nature, 1989, 331, 461–462.3 S. May and A. Ben-Shaul, Curr. Med. Chem., 2004, 11, 151–167.4 B. C. Ma, S. B. Zhang, H. M. Jiang, B. D. Zhao and H. T. Lv,J. Controlled Release, 2007, 123, 184–194.
5 C. R. Dass, J. Pharm. Pharmacol., 2002, 54, 593–601.6 J. J. McManus, J. O. Radler and K. A. Dawson, J. Phys. Chem. B,2003, 107, 9869–9875.
7 O. Francescangeli, V. Stanic, L. Gobbi, P. Bruni, M. Iacussi,G. Tosi and S. Bernstorff, Phys. Rev. E: Stat., Nonlinear, SoftMatter Phys., 2003, 67, 011904.
8 O. Francescangeli, M. Pisani, V. Stanic, P. Bruni and T. M. Weiss,Europhys. Lett., 2004, 67, 669–675.
9 D. Uhrikova, A. Lengyel, M. Hanulova, S. S. Funari andP. Balgavy, Eur. Biophys. J., 2007, 36, 363–375.
10 G. Tresset, W. C. D. Cheong and Y. M. Lam, J. Phys. Chem. B,2007, 111, 14233–14238.
11 P. Bruni, M. Pisani, A. Amici, C. Marchini, M. Montani andO. Francescangeli, Appl. Phys. Lett., 2006, 88, 073901.
12 M. Pisani, G. Mobbili, I. F. Placentino, A. Smorlesi and P. Bruni,J. Phys. Chem. B, 2011, 115, 10198–10206.
13 V. L. Shapovalov, M. Dittrich, O. V. Konovalov andG. Brezesinski, Langmuir, 2010, 26, 14766–14773.
14 S. Gromelski and G. Brezesinski, Phys. Chem. Chem. Phys., 2004,6, 5551–5556.
15 S. Gromelski and G. Brezesinski, Langmuir, 2006, 22, 6293–6301.16 F. Gunstone, J. Harwood and F. Padley, The Lipid Handbook,
Chapman and Hall, 1994.17 C. M. Knobler and R. C. Desai, Annu. Rev. Phys. Chem., 1992, 43,
207–236.18 A. Aroti, E. Leontidis, E. Maltseva and G. Brezesinski, J. Phys.
Chem. B, 2004, 108, 15238–15245.19 A. Aroti, E. Leontidis, M. Dubois, T. Zemb and G. Brezesinski,
Colloids Surf., A, 2007, 303, 144–158.20 I. Koltover, K. Wagner and C. R. Safinya, Proc. Natl. Acad. Sci.
U. S. A., 2000, 97, 14046–14051.21 E. C. Mbamala, A. Fahr and S. May, Langmuir, 2006, 22,
5129–5136.22 W. M. Gelbart, R. Bruinsma, P. A. Pincus and V. A. Parsegian,
Phys. Today, 2000, 53, 38–44.23 D. Harries, S. May, W. M. Gelbart and A. Ben-Shaul, Biophys. J.,
1998, 75, 159–173.24 S. A. Safran, M. O. Robbins and S. Garoff, Phys. Rev. A, 1986, 33,
2186–2189.25 R. D. Gianotti, M. J. Grimson and M. Silbert, J. Phys. A: Math.
Gen., 1992, 25, 2889–2896.26 M. Hamm and M. M. Kozlov, Eur. Phys. J. B, 1998, 6, 519–528.27 S. May, Y. Kozlovsky, A. Ben-Shaul and M. M. Kozlov, Eur.
Phys. J. E: Soft Matter Biol. Phys., 2004, 14, 299–308.28 E. Evans and W. Rawicz, Phys. Rev. Lett., 1990, 64, 2094–2097.29 D. H. Mengistu, K. Bohinc and S. May, J. Phys. Chem. B, 2009,
113, 12277–12282.30 C. G. Sinn, M. Antonietti and R. Dimova, Colloids Surf., A, 2006,
282, 410–419.31 D. Uhrikova, N. Kucerka, J. Teixeira, V. Gordeliy and P. Balgavy,
Chem. Phys. Lipids, 2008, 155, 80–89.32 S. Kewalramani, H. Hlaing, B. M. Ocko, I. Kuzmenko and
M. Fukuto, J. Phys. Chem. Lett., 2010, 1, 489–495.33 P. T. Vernier, M. J. Ziegler and R. Dimova, Langmuir, 2009, 25,
1020–1027.34 J. J. G. Casares, L. Camacho, M. T. Martin-Romero and J. J. L.
Cascales, ChemPhysChem, 2008, 9, 2538–2543.35 S. Bandyopadhyay, M. Tarek and M. L. Klein, J. Phys. Chem. B,
1999, 103, 10075–10080.36 L. Guldbrand, B. Jonsson, H. Wennerstrom and P. Linse, J. Chem.
Phys., 1984, 80, 2221–2228.37 V. Vlachy, Annu. Rev. Phys. Chem., 1999, 50, 145–165.38 A. Travesset and D. Vaknin, Europhys. Lett., 2006, 74, 181–187.
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