We consider a planar stiff model membrane consisting of
mobile surface groups whose state of charge depends on the pH and the
ionic composition of the adjacent electrolyte solution. To calculate
the mean-field interaction potential between a charged object and such
a model membrane, one needs to solve a Poisson-Boltzmann boundary
value problem. We here derive and discuss the boundary condition at the
membrane surface, a condition that is generally appropriate for
biological membranes where two charge-regulating mechanisms are present
at the same time: the pH-dependent chemical charge regulation and a
regulation through the in-plane mobility of the surface groups. As an
application of this general formalism, we consider the specific example
of a single DNA molecule, approximated by a cylinder with smeared-out
surface charges, interacting with such a model membrane. We study the
effect that the two competing charge-regulating mechanisms have on the
DNA/membrane interaction and the distribution of surface ions in the
plane of the membrane. We find that, at short DNA-membrane distances,
membrane fluidity can have a considerable impact on the DNA adsorption
behavior and can lead to such counterintuitive phenomena as the
adsorption of a negatively charged DNA onto a (on average) negatively
charged membrane.
 |
INTRODUCTION |
Most biomembranes are charged. These charges
arise from charged headgroups of phospholipids, adsorbed ions, and
proteins. Phospholipids, the basic structural component of membranes,
are charged due to the dissociation of protons. Depending on the
charges of additional groups that may be bound to the phosphate group, phospholipids in water can have a valency between
2 and +1, and also
neutral groups are possible (Cooper, 2000
). The state of charge of a
phospholipid is not a fixed quantity, but depends on the pH and the
ionic composition of the adjacent electrolyte solution. For this
reason, a specific phospholipid group is best characterized by a
chemical-binding constant rather than by a fixed charge.
Biomembranes are usually in a fluid state in which individual membrane
components are free to move in lateral directions, i.e., within the
plane of the membrane, whereas their normal movements are highly
restricted (Almeida and Vaz, 1995
). Depending on their specific
biological function, membranes are composed of mixtures of many
different lipids and amphiphilic proteins, and it is, in particular,
the proteins that are decisive for their specific function. However, if
more general properties of membranes are concerned, it often makes
sense to neglect this diversity (and especially the proteins), and to
study a model membrane solely made of phospholipids (Sackman and
Lipowsky, 1995
).
In this article, we study such a model membrane. It is assumed to be a
collection of surface groups, specified not other than that they can
become charged and that they are mobile in the membrane plane. The
membrane shape changes are neglected. Different types of groups are
allowed for, each type being characterized by a chemical dissociation
constant rather than a charge. With such a model, we take account of
three basic properties of a lipid bilayer: that it may be composed of
different types of phospholipids, that the state of charge of each
surface group is controlled by a pH-dependent chemical reaction, and
that the surface groups can diffuse laterally.
Specifically, this article addresses the question of how such a model
membrane interacts electrostatically with other charged objects in an
electrolyte solution. The interaction between charged macroscopic
objects in an electrolyte solution is, in fact, an "effective" one
(Löwen and Hansen, 2000
), meaning that, in addition to the direct
Coulomb interaction between both objects, there is a contribution to
the interaction energy coming from the distance-dependent density
distribution of the electrolyte ions around both objects. More
precisely, the effective interaction can be viewed as the free energy
of the whole system (composed of both macroions and microions) as a
function of the distance between the macroions. In a mean-field
approach, the essential input to calculate this free energy, and thus
the effective interaction, is the electrostatic mean-field potential;
it can be obtained from a Poisson-Boltzmann (PB) (Barrat and Joanny,
1996
; Andelman, 1995
) boundary value problem (BVP), where the
boundaries are the surfaces of the two objects carrying the fixed
charges. Important here is the choice of the boundary conditions, which
must be made on physical grounds. Besides the constant-charge and
constant-potential boundary condition, fixing either the potential or
its derivative at the boundary, a third boundary condition is well
established, the charge-regulation boundary condition, where the
surface charge is assumed not to be fixed, but to result from
ionization of discrete surface sites (Ninham and Parsegian, 1971
; Healy
and White, 1978
; Healy et al., 1980
; Chan et al., 1976
). The
surface-charge density distribution is then a result, not a parameter,
of the calculation; input parameters are rather the set of acid
dissociation constants and the pH value.
This charge-regulation boundary condition is based on the assumption
that the ionizable groups are locally fixed, and is thus not adequate
for our case of a model membrane composed of mobile groups. This brings
us to the major point of this paper. We derive a boundary condition for
a PB BVP that goes beyond the traditional charge-regulation boundary
condition by taking explicit account of surface group mobility. Once
this point is clarified, the calculation of effective interactions
is
though technically involved
conceptually simple. We then calculate
the effective interactions between a charged rod and a charged
membrane. Here we think of a DNA molecule interacting with a lipid
membrane, which we see as a potential field of application of our results.
The issue of mobility of surface groups in an electrostatic context has
been addressed before by Guttman and Andelman (1993)
and Fogden and
Ninham (1991)
, who investigated the interplay of a spontaneous
curvature of a single membrane and the spatial modulation of the
surface-charge density of mobile and immobile ions (Andelman, 1995
).
The effect of mobile surface charges has also been investigated treating the surface charges and counterions as strongly correlated two-dimensional (2D) liquids, which is a valid approximation at very
large coupling parameters (i.e. low temperature or multivalent counterions) (Nguyen et al., 2000
). Motivated by the recent interest in
the DNA-cationic liposome complexes observed by Rädler et al.
(1997)
and Salditt et al. (1997)
, a sequence of theoretical papers
appeared in which a periodic array of charged rods is considered that
is adsorbed onto an oppositely charged surface with mobile charged
groups (Menes et al., 1998
; Dan, 1997
; Bruinsma and Mashl, 1998
;
Harries et al., 2000
; Wagner et al., 2000
; Mashl et al., 1999
; Mashl
and Gronbech-Jensen, 1998
). In the work of Harries et al. (2000)
, the
appropriate boundary condition is derived by minimizing a free-energy
functional. Quite recently, May et al. (2000a)
considered the
adsorption of charged proteins on membranes, taking explicit into
account surface-group mobility. However, in all these works, the
equilibrium between dissociated and associated surface groups was not
considered. The case of a membrane consisting of equal amounts of
negative and positive mobile lipids has been of special interest. The
effective interaction between two fluid membranes is, in this case,
solely due to correlation of in-plane charge fluctuations of mobile
surface groups (Attard et al., 1988a
; Pincus and Safran, 1998
). The
effect of such lateral charge fluctuations on the elastic properties of
a membrane has been considered by Lau and Pincus (1998)
, and the
effective interaction with test charges has been calculated using a
generalized Green's formalism (Netz, 1999
).
The outline of this paper is as follows. In the section Formulation of
the Problem, we formulate the theoretical problem and present the
results to make clear the underlying physics. The Theory section
contains the formal solution that is derived from the grand-canonical
partition function, a somewhat technical analysis that, however, is
unnecessary to an understanding of the main result. In the Discussion,
various simple limiting cases are considered to make the result more
transparent and intuitively understandable. The next section is devoted
to a typical application of our theory; we set up a PB BVP and
calculate numerically the interaction of a charged cylinder approaching
an oppositely charged wall consisting of mobile surface groups.
 |
FORMULATION OF THE PROBLEM |
We consider a charged surface S embedded in an aqueous
electrolyte solution. In addition to the mobile electrolyte ions, there are ions on the surface that we assume to result from a dissociation of
ionizable groups. We assume that there are M different types of such groups, each denoted by the symbol
AiHvi (i = 1, ... , M). In water, these groups dissociate according to
the reaction formula,
|
(1)
|
where vi are the stoichiometric
coefficients of the reaction and
A
denote the negatively
charged ions that remain at the surface. The valency of the ion of type
i, qi, is therefore
vi.
Each of the M different reactions in Eq. 1 is characterized
by a dissociation constant K
given
by the law of mass action. For the moment, only simple acid reactions
are allowed for, but generalization to basic groups is straightforward.
Neutral surface groups are also included in the scheme, and can be
realized by setting the corresponding dissociation constant equal to
zero. We assume each surface group to cover some small area
a2 of the surface, which we assume to be the
same area for every surface group type i. We can then regard
the surface as being entirely composed of such groups. Every point on
the surface belongs to one specific surface group. This leads to the
idea of a regular lattice of site area a2 being
superposed on the surface, with each lattice site being occupied by one
and only one surface group.
Inside the electrolyte solution and close to the surface, there is a
charged object, which, for the moment, we need not specify further.
Essential is that, in a mean-field description, the reduced electrostatic mean-field potential
(r)
that is, the
potential multiplied by e
with e being the
elementary charge and
= 1/kT, the inverse
temperature
is now a function of all three spatial dimensions. Because
of the presence of the charged object, there is a variation of
(r) directly on the surface. Let us denote the position
vector on the surface, r
S, by
rS. Far away from the object, the surface
potential
(rS) approaches the constant value

. Note that this implies that the perturbation of the
system due to the presence of the charged object is local.
What we calculate here is the partial surface density
i(rS) of the ion type
A
for 1) a given surface
potential
(rS), 2) a given pH value of the
electrolyte solution, and 3) a given set of dissociation constants
K
(i = 1, ... ,
M). This we want to do under the additional assumption that the
surface groups are free to move in the surface. To set the stage, let
us briefly consider the opposite case of immobile surface groups, where
our task is easily solved. In case
(rS) = 
,
i is a constant,

, and the law of mass action reads
|
(2)
|
with exp(
pH ln 10

) the concentration
of H+ ions at the surface, and ci
the number of surface ionizable groups of type i per area.
Note that the concentration of water molecules is adsorbed into the
definition of K
. Hence,
|
(3)
|
where pK
=
ln
K
/ln 10. In the following, we
refer to the ratio 
/ci as
the degree of dissociation
i. For neutral surface groups
(K
= 0), the degree of
dissociation becomes zero. If
(rS) is now a
function slowly varying on a length scale that is large compared to the
lattice constant a of our regular lattice, then, Eqs. 2 and
3 should be valid for every single lattice cell and
i(rS)/ci
results from simply replacing
eqi
by
eqi
(rS)
in Eq. 3. Expressing the resulting formula in terms of the degree of
dissociation
i defined in Eq. 3, one obtains
|
(4)
|
with 
(rS) =
(rS)

. In the same
way, one obtains the surface density of the associated (A) groups
AiHvi of type i,
which we denote by 
(rS),
|
(5)
|
Obviously,
|
(6)
|
for all points rS on the surface. Eq. 4
then is the partial surface density
i(rS) for given values of pH and K
and a given surface potential
caused by the presence of the charged object in the vicinity of the
membrane. The main message of the last three equations is that the
degree to which a certain ionizable group dissociates, now depends on its position on the surface. As a result of such a spatial dependence of the degree of dissociation, a 2D surface-charge distribution forms.
Eq. 6 states, in essence, that the surface groups are immobile; a group
at rS can dissociate or not, but it can never
leave its position, so that the surface density of the dissociated and associated species must everywhere add up to ci.
Things are different if the surface groups can freely move in the
interfacial plane. There are now two possibilities for the surface
groups to respond to the surface potential
(rS). The first is the old one, the
charge-regulation mechanism of adjusting the degree of dissociation to
(rS), which is still effective, as in the
case of immobile ions. However, in addition, the free energy of the
system can now be lowered further by allowing the surface charges to
move to their most favorable position in the 2D surface potential
(rS).
The quantity that governs the movement of the surface groups is the set
of chemical potentials µi for all types of surface groups. They regulate the exchange of surface groups with a reservoir. A change of sites between two groups of type i and
j at lattice positions ri and
rj is then to be understood as a process
consisting of four steps: transferring particle at
ri to the reservoir (energy change
µi), putting ion of type j from the
reservoir to site ri (+µj),
removing particle at rj (
µj) to
the reservoir and inserting particle of type i at
rj (µi). The net energy change for
a site change of two groups is thus zero, which is why we say that the groups can move freely. If, however, there is a
rS dependence of the surface potential, an
exchange of sites can cause a change of energy, because it is now the
rS-dependent electrochemical potential
µi
qi
(rS) rather than the
chemical potential that regulates the exchange of sites.
With these few remarks, it should have become clear that the case of
mobile surface groups is not simply a straightforward generalization of
the results obtained for immobile ions, but that another
charge-regulating mechanism is allowed for, and that more input
parameters, as the chemical potentials of all groups, must now be
incorporated into the theory. Starting from the grand-canonical partition function, we derive, in the next section, the following for
the partial surface density of mobile ions of type i,
|
(7)
|
which is the pendant of Eq. 4, now for the case of mobile surface
groups. We will also show that Eq. 5, for the case of mobile ions,
becomes
|
(8)
|
and one can recognize already that Eq. 6 is no longer valid, a
feature that best shows the basic difference between the case of mobile
and immobile ions. We continue this discussion after having derived
Eqs. 7 and 8.
Once we know
i(rS) for all group
types i, we can calculate the total surface charge density
distribution
c(rS),
|
(9)
|
which, via Eq. 7, still depends on the 2D surface potential
(rS). So far, we have assumed this surface
potential to be a quantity known a priori. In practice, the spatially
dependent electrostatic potential
(r), and with it
(rS), must be calculated in a self-consistent
way from the PB BVP in which
c(rS) (and thus
(rS)) enter as boundary condition (see
section DNA Near an Oppositely Charged Planar Membrane).
 |
THEORY |
We start with the grand partition function for a multicomponent
electrolyte consisting of Q different types of ions, free to
move in the three-dimensional configuration space G
G*,
where G is the configuration space for the whole system and
G* = S
C. S is a 2D smooth manifold embedded in
G, and C is the region occupied by an additional
arbitrary distribution of fixed charges, denoted by
(r),
located somewhere in G
S. On S, we define an
regular lattice, i.e., the area per site is constant. Each site is
occupied by one out of M different surface groups. The area
per site can be understood as the size of the surface group; all
surface groups are thus assumed to be of the same size. A surface group
on site i can be in one of two possible states
(associated/dissociated), which yields in total 2M possible
states per site. We label each site n with a state variable
Sn similar to the spin variable in the Ising
model. Sn can be any integer between 1 and
2M. We introduce the particle density for the mobile
electrolyte ions of type j in G
G*,
|
(10)
|
where r
denotes the position vector
of particle k of species j, and
Nj the total number of particles of type
j. Similarly, we write for the density of surface groups of
type i in S,
|
(11)
|
Here, P is the number of lattice sites and
rn is the position vector of lattice site
n. All together, we have three different sorts of ions,
mobile electrolyte ions (density

(r)) in G
G*, fixed
ions in G
S (density
(r)) and
charged/uncharged surface groups (density
i(r)) in S, and the total charge density reads accordingly,
|
(12)
|
with qi (qj) being
the valency of the surface groups (bulk ions)
(qi = 0 for an uncharged group). These
charges interact via the Coulomb interaction,
(r,
r'), so that the Hamiltonian of our system takes the simple
form
|
(13)
|
We introduce the fugacities
j = e
µj/
and chemical
potentials µj for the Q different types of
bulk ions (
t the thermal wave length), and the
fugacities and chemical potentials for the 2M different
types of surface groups,
i = e
µi/
(i = 1, ... , 2M). The grand partition function of this system can
then be written in the from,
|
(14)
|
With Eq. 14, we have brought our problem into a form well suited
for applying standard field-theoretical methods. The details of what
follows now are not specific to this calculation, and has been
described elsewhere; we refer the reader, for example, to Netz and
Orland (1999
, 2000
) Netz (1999
, 2000
), and continue with a more
condensed description of the calculation. After renormalizing the
fugacities to get rid of diagonal terms, a Hubbard-Stratonovich transformation leads us to
|
(15)
|
where
|
(16)
|
with
being a fluctuating field and
(r) a
dielectric field defined on G. To be able to calculate later
the expectation values of the charge density operators, we introduce at
this point, the generating fields
hi(r) and
hj(r), which couple to the densities
i(r) and 
(r), respectively. Resolving our abbreviations in Eq. 16, Eqs. 10, 11, and
12, performing the sums and making use of the series expansion of the
exponential function, we can bring the partition function into the
form,
with the abbreviation
|
(17)
|
This can be further simplified to
|
(18)
|
If the physical properties of the system vary on a much
larger scale than the size of a lattice site, we can avoid the sum over
a discrete lattice. Introducing the functional,
|
(19)
|
we can rewrite Eq. 18 as
|
(20)
|
We approximate the integral over all possible
configurations by the configuration for which the partition function is
stationary (saddle-point approximation),
|
(21)
|
where the mean-field potential
SP
results from,
|
(22)
|
From the mean-field partition function, Eq. 21, we can
now derive all quantities needed for the following. We start with the densities of the electrolyte ions; it can be obtained with the help of
the functions hj(r),
|
(23)
|
which yields
|
(24)
|
where we have introduced
:= i
SP.
The bulk ion fugacities
j may be determined from the ion
densities far way from the surface S and the fixed charge
distribution
where one may safely assume that

(r
) = c
with c
being the
concentration of electrolyte ions of type j
(
qjc
= 0). This leads to
j = c
. The densities of the
surface groups in mean-field approximation can be calculated from
(rS = r
S)
|
(25)
|
resulting in the expression
|
(26)
|
Again the fugacities need to be determined. Henceforth, we
denote the density of the associated species by 
, the fugacity of the associated species by
i, and that of
the dissociated one by
i
(i
{1, ... , M}, 
= e
µ
). Furthermore, we set
the valencies of the neutral surface groups to zero. For
rS far away from any fixed charge distribution
(r) we expect a homogeneous density,
|
(27)
|
and hence,
|
(28)
|
This is an eigenvalue equation for the fugacities for the
eigenvalue 1 with the eigenvector,
|
(29)
|
We determine the 
by means of the mass action
law, Eqs. 2 and 3. At infinity, the ratio of 
and 
= ci

must be equal to
i/(1
i) as defined in Eq. 3. In contrast, Eq. 26 yields

/
= 
e
qi
so that
|
(30)
|
Inserting the expression for
i and

in Eq. 26 leads us directly to the main result of
this paper, Eqs. 7 and 8.
The mean-field partition function provides us also with the grand
potential
,
|
(31)
|
It is important to realize that this equation is only valid
if we use the mean-field potential defined by Eq. 22 in
HG and HS. Using Eqs. 17
and 19, we obtain for the grand potential
|
(32)
|
An interesting property of the system is that the partition
function factorizes due to the mean-field description,
|
(33)
|
with ZG[
] :=
exp{
HG[
/i]} and
ZS[
] :=
exp{
HS[
/i]}. Therefore, it
is easy to extend our model to several independent lattice systems. Let
us denote the kth of these lattices by
Sk. The partition function for each lattice
factorizes itself and is just the product of the partition functions of
each single lattice site as can be seen in Eq. 18. Allowing on
Sk, 2Mk different states
on each site, we get for the partition sum of this sub-system ZSk
|
(34)
|
which, for a slowly varying field
, can be approximated by
|
(35)
|
It is not needed that the lattices are spatially distinct.
Due to this property, we are capable of describing a system of several
interpenetrating lattices and thus modeling a surface with various
immobile surface groups. The partition function for a system with
L different lattices hence reads,
|
(36)
|
If we determine the fugacities for each lattice similar to the
procedure for one lattice done above, we arrive at the following expression for the grand potential:
|
(37)
|
where G* now becomes 
Sk
C. If we specialize to one ionizable
surface group on each lattice, i.e., two different states on each
lattice site (Mk = 1), we readily arrive at
the densities given by Eqs. 4 and 5 above.
Note that it is an inherent assumption for our present treatment of the
model, that the fixed charge distribution perturbs the surfaces
Sk only locally. Only under this condition we
can chose the fugacities in the way we did above. Furthermore, we can
show that, in the case of local perturbation, the relative number
fluctuation of the particle of type i in the surface goes like 1/
, where N is the total number
of particle in the surface. Thus, in the case of large particle
numbers, i.e. large surfaces, our description of the system is
equivalent to the case where the particle numbers are fixed.
 |
DISCUSSION |
Having derived the two expressions, Eqs. 7 and 8, we now want to
convey a more intuitive understanding of their meaning. For that
purpose, we consider a few simple cases. We re-iterate beforehand that
our result relies on the existence of a regular lattice with lattice
constant a superposed on the surface, and that it is thus valid only if one can assume that all membrane components are of the
same size and arrangeable on such a lattice. In both Eqs. 7 and 8,
a2 appears in conjunction with surface densities
ci (or
i), and the product
cia2
(
ia2) can be understood just
as the surface fraction of species i. Because the surface is
closely packed with groups, 
cja2 = 1.
The simplest case is that the potential does not depend on the surface
position vector rS, either because the charged surface is well separated from other charged objects in the solution, or because of symmetry reasons (e.g., two parallel planar walls). Then

(rS) = 0 and Eqs. 7 and 8 reduce to
i(rS)/ci =
i and

(rS)/ci = 1
i. The same result is obtained if the
surface groups are immobile (insert 
(rS) = 0 in Eqs. 4 and 5). If there
is no variation of the potential on the surface, there is no point in
distinguishing between mobile and immobile surface groups; the
mean-field potential is the same for both cases. This implies, for
example, that the effect of mobility of surface groups cannot be
studied in problems depending only on the spatial coordinate
z on the mean-field level, as, for example, the traditional
Gouy-Chapman problem of a single-charged wall bordering to an
electrolyte solution.
If 
(rS) is now taken to be a spatially
varying function, then there is a difference between mobile and
immobile surface groups, best to be seen from the following
consideration. The total surface density of groups of type i
at rS,
i(rS) + 
(rS), is usually not equal
to ci, as can be seen by adding Eq. 7 to Eq. 8.
Because ci is the total surface density of
groups when 
(rS) = 0 (i.e., before
switching on
(rS)), groups of type
i must have moved after
(rS) was
switched on, either by disappearing from or by coming to the point
rS. This is in direct contrast to the case of
immobile ions where the total surface density of groups of type
i remains unaffected by
(rS), and
is always equal to ci, see Eq. 6. Mobility of
surface groups, however, does not mean that sites on the surface remain
unoccupied:
|
(38)
|
which shows that the lattice site at rS is
always occupied by some surface groups, though not necessarily by that specific group it was occupied before 
(rS)
became nonzero.
We next remark that the distinction between mobile and immobile ions is
again pointless if only one type of surface group is present, because
the exchange of sites of two identical groups can have no energetic
effect, and, indeed, Eqs. 7, 8, and 38 reduce to Eqs. 4, 5, and 6 if
M = 1.
Let us now consider a surface composed of two types of mobile surface
groups, the first of which can dissociate (degree of dissociation
1 =
), the second not (
2 = 0). With Eqs. 7 and 9, we then find for the total surface charge
density,
|
(39)
|
where we have used (c1 + c2)a2 = 1. Specializing this
expression further to the case
= 1,
|
(40)
|
we have the surface charge density resulting only from the
mobility of the groups. If, in contrast, we allow for only one type of
surface group by setting c1a2 = 1, then Eq. 39 reduces to
|
(41)
|
which is identical to the expression one obtains starting from Eq. 4 for immobile groups. Eq. 41 thus represents the case of a surface
charge density generated by a rS-dependent dissociation of one type of ions, no matter if mobile or not. Both Eqs.
40 and 41 appeared in literature before: Eq. 40 has been derived by
Harries et al. (2000)
(see also (May et al., 2000a
)), whereas Eq. 41 is
the starting point of the classical paper of Ninham and Parsegian
(1971)
introducing the concept of the charge-regulation PB boundary condition.
Comparison of Eqs. 40 and 41 reveals the close relationship between
dissociation and surface group mobility as the two basic charge-regulating mechanisms: Eq. 40 becomes identical to Eq. 41 if one
sets the surface fraction c1a2 in
Eq. 40 equal to the degree of dissociation
in Eq. 41. This is not
surprising, because
measures the fraction of ions relative to the
total number of groups, exactly as
c1a2 does in the mixture of neutral
and charged groups. Thus, we see that the case of a mixture of neutral
and fully dissociated mobile surface groups is equivalent to the case
of a surface made of