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Biophys J, January 2002, p. 76-92, Vol. 82, No. 1

Poisson-Boltzmann Theory for Membranes with Mobile Charged Lipids and the pH-Dependent Interaction of a DNA Molecule with a Membrane

Christian Fleck,* Roland R. Netz,dagger and Hans Hennig von Grünberg*

 *Fakultät für Physik, Universität Konstanz, 78457 Konstanz, and  dagger Max-Planck-Institut für Kolloid- und Grenzflächenforschung, 14424 Potsdam, Germany


    ABSTRACT
TOP
ABSTRACT
INTRODUCTION
FORMULATION OF THE PROBLEM
THEORY
DISCUSSION
DNA NEAR AN OPPOSITELY...
CONCLUSION
REFERENCES

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
TOP
ABSTRACT
INTRODUCTION
FORMULATION OF THE PROBLEM
THEORY
DISCUSSION
DNA NEAR AN OPPOSITELY...
CONCLUSION
REFERENCES

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
TOP
ABSTRACT
INTRODUCTION
FORMULATION OF THE PROBLEM
THEORY
DISCUSSION
DNA NEAR AN OPPOSITELY...
CONCLUSION
REFERENCES

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,
A<SUB><UP>i</UP></SUB><UP>H</UP><SUB><UP>v<SUB>i</SUB></UP></SUB>+v<SUB><UP>i</UP></SUB><UP>H<SUB>2</SUB>O</UP> ⇌ A<SUP><UP>q<SUB>i</SUB></UP></SUP><SUB><UP>i</UP></SUB>+v<SUB><UP>i</UP></SUB><UP>H<SUB>3</SUB>O<SUP>+</SUP></UP> i=1,…, M, (1)
where vi are the stoichiometric coefficients of the reaction and A<UP><SUB>i</SUB><SUP>q<SUB>i</SUB></SUP></UP> 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<UP><SUB>s</SUB><SUP>i</SUP></UP> 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 phi (r)---that is, the potential multiplied by ebeta with e being the elementary charge and beta  = 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 phi (r) directly on the surface. Let us denote the position vector on the surface, r is in  S, by rS. Far away from the object, the surface potential phi (rS) approaches the constant value phi infinity . 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 rho i(rS) of the ion type A<UP><SUB>i</SUB><SUP>q<SUB>i</SUB></SUP></UP> for 1) a given surface potential phi (rS), 2) a given pH value of the electrolyte solution, and 3) a given set of dissociation constants K<UP><SUB>s</SUB><SUP>i</SUP></UP> (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 phi (rS) phi infinity , rho i is a constant, rho <UP><SUB>i</SUB><SUP>∞</SUP></UP>, and the law of mass action reads
K<SUP><UP>i</UP></SUP><SUB><UP>s</UP></SUB>=<FR><NU>&rgr;<SUP><UP>∞</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>v<SUB>i</SUB></UP>(<UP>−pH ln 10−&phgr;<SUP>∞</SUP></UP>)</SUP></NU><DE>c<SUB><UP>i</UP></SUB>−&rgr;<SUP><UP>∞</UP></SUP><SUB><UP>i</UP></SUB></DE></FR>, (2)
with exp(-pH ln 10 - phi infinity ) 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<UP><SUB>s</SUB><SUP>i</SUP></UP>. Hence,
&rgr;<SUP><UP>∞</UP></SUP><SUB><UP>i</UP></SUB>/c<SUB><UP>i</UP></SUB>=(e<SUP><UP>ln 10</UP>(<UP>pK</UP><SUP><UP>i</UP></SUP><SUB><UP>s</UP></SUB><UP>−v<SUB>i</SUB>pH</UP>)</SUP>e<SUP><UP>q<SUB>i</SUB>&phgr;<SUP>∞</SUP></UP></SUP>+1)<SUP>−1</SUP>≡&agr;<SUB><UP>i</UP></SUB>, (3)
where pK<UP><SUB>s</SUB><SUP>i</SUP></UP> = -ln K<UP><SUB>s</SUB><SUP>i</SUP></UP>/ln 10. In the following, we refer to the ratio rho <UP><SUB>i</SUB><SUP>∞</SUP></UP>/ci as the degree of dissociation alpha i. For neutral surface groups (K<UP><SUB>s</SUB><SUP>i</SUP></UP> = 0), the degree of dissociation becomes zero. If phi (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 rho i(rS)/ci results from simply replacing eqiphi ∞ by eqiphi (rS) in Eq. 3. Expressing the resulting formula in terms of the degree of dissociation alpha i defined in Eq. 3, one obtains
<FR><NU>&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)</NU><DE>c<SUB><UP>i</UP></SUB></DE></FR>=<FR><NU>&agr;<SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB>S</SUB>)</SUP></NU><DE>(1−&agr;<SUB><UP>i</UP></SUB>)+&agr;<SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB>S</SUB>)</SUP></DE></FR>, (4)
with Delta phi (rS) = phi (rS- phi infinity . In the same way, one obtains the surface density of the associated (A) groups AiHvi of type i, which we denote by rho <UP><SUB>i</SUB><SUP>A</SUP></UP>(rS),
<FR><NU>&rgr;<SUP><UP>A</UP></SUP><SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)</NU><DE>c<SUB><UP>i</UP></SUB></DE></FR>=<FR><NU>1−&agr;<SUB><UP>i</UP></SUB></NU><DE>(1−&agr;<SUB><UP>i</UP></SUB>)+&agr;<SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B><SUB>S</SUB></UP>)</SUP></DE></FR>. (5)
Obviously,
&rgr;<SUP><UP>A</UP></SUP><SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)+&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)=c<SUB><UP>i</UP></SUB> (6)
for all points rS on the surface. Eq. 4 then is the partial surface density rho i(rS) for given values of pH and K<UP><SUB>s</SUB><SUP>i</SUP></UP> 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 phi (rS). The first is the old one, the charge-regulation mechanism of adjusting the degree of dissociation to phi (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 phi (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 rji). 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 - qiphi (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,
&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>=<FR><NU>c<SUB><UP>i</UP></SUB>a<SUP>2</SUP>&agr;<SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B><SUB>S</SUB></UP>)</SUP></NU><DE><LIM><OP>∑</OP></LIM><SUP>M</SUP><SUB>j=1</SUB> c<SUB><UP>j</UP></SUB>a<SUP>2</SUP><FENCE>(1−&agr;<SUB><UP>j</UP></SUB>)+&agr;<SUB><UP>j</UP></SUB>e<SUP><UP>−q<SUB>j</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B><SUB>S</SUB></UP>)</SUP></FENCE></DE></FR>, (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
&rgr;<SUP><UP>A</UP></SUP><SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>=<FR><NU>c<SUB><UP>i</UP></SUB>a<SUP>2</SUP>(1−&agr;<SUB><UP>i</UP></SUB>)</NU><DE><LIM><OP>∑</OP></LIM><SUP><UP>M</UP></SUP><SUB><UP>j=1</UP></SUB> c<SUB><UP>j</UP></SUB>a<SUP>2</SUP><FENCE>(1−&agr;<SUB><UP>j</UP></SUB>)+&agr;<SUB><UP>j</UP></SUB>e<SUP><UP>−q<SUB>j</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B><SUB>S</SUB></UP>)</SUP></FENCE></DE></FR>, (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 rho i(rS) for all group types i, we can calculate the total surface charge density distribution rho c(rS),
&rgr;<SUB><UP>c</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)=<LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>M</UP></UL></LIM> q<SUB><UP>i</UP></SUB>&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>), (9)
which, via Eq. 7, still depends on the 2D surface potential phi (rS). So far, we have assumed this surface potential to be a quantity known a priori. In practice, the spatially dependent electrostatic potential phi (r), and with it phi (rS), must be calculated in a self-consistent way from the PB BVP in which rho c(rS) (and thus phi (rS)) enter as boundary condition (see section DNA Near an Oppositely Charged Planar Membrane).


    THEORY
TOP
ABSTRACT
INTRODUCTION
FORMULATION OF THE PROBLEM
THEORY
DISCUSSION
DNA NEAR AN OPPOSITELY...
CONCLUSION
REFERENCES

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 Gsetminus G*, where G is the configuration space for the whole system and G* = S cup  CS is a 2D smooth manifold embedded in G, and C is the region occupied by an additional arbitrary distribution of fixed charges, denoted by sigma (r), located somewhere in Gsetminus 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 Gsetminus G*,
&rgr;<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)=<LIM><OP>∑</OP><LL><UP>k=1</UP></LL><UL><UP>N<SUB>j</SUB></UP></UL></LIM> &dgr;(<B><UP>r</UP></B>−<B><UP>r</UP></B><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB>), (10)
where r<UP><SUB>k</SUB><SUP>j</SUP></UP> 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,
&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B>)=<LIM><OP>∑</OP><LL><UP>n=1</UP></LL><UL><UP>P</UP></UL></LIM> &dgr;<SUB><UP>iS<SUB>n</SUB></UP></SUB>&dgr;(<B><UP>r</UP></B>−<B><UP>r</UP></B><SUB><UP>n</UP></SUB>). (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 rho <UP><SUB>j</SUB><SUP>e</SUP></UP>(r)) in Gsetminus G*, fixed ions in Gsetminus S (density sigma (r)) and charged/uncharged surface groups (density rho i(r)) in S, and the total charge density reads accordingly,
&rgr;<SUP><UP>tot</UP></SUP>(<B><UP>r</UP></B>)=<LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM> q<SUB><UP>j</UP></SUB>&rgr;<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)+<LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM> q<SUB><UP>i</UP></SUB>&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B>)+&sfgr;(<B><UP>r</UP></B>), (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, nu (r, r'), so that the Hamiltonian of our system takes the simple form
H({<B><UP>r</UP></B><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB>}, {S<SUB><UP>n</UP></SUB>})=<FR><NU>1</NU><DE>2</DE></FR> <LIM><OP>∫</OP></LIM> <UP>d<B>r</B></UP> <LIM><OP>∫</OP></LIM> <UP>d<B>r′</B></UP>&rgr;<SUP><UP>tot</UP></SUP>(<B><UP>r</UP></B>)&ngr;(<B><UP>r</UP></B>,<B><UP> r′</UP></B>)&rgr;<SUP><UP>tot</UP></SUP>(<B><UP>r′</UP></B>). (13)
We introduce the fugacities lambda j = ebeta µj/lambda <UP><SUB>t</SUB><SUP>3</SUP></UP> and chemical potentials µj for the Q different types of bulk ions (lambda t the thermal wave length), and the fugacities and chemical potentials for the 2M different types of surface groups, lambda i = ebeta µi/lambda <UP><SUB>t</SUB><SUP>2</SUP></UP> (i = 1, ... , 2M). The grand partition function of this system can then be written in the from,
&Xgr;=<LIM><OP>∏</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>N<SUB>j</SUB>=0</UP></LL><UL><UP>∞</UP></UL></LIM> <FR><NU>&lgr;<SUP><UP>N<SUB>j</SUB></UP></SUP><SUB><UP>j</UP></SUB></NU><DE>N<SUB><UP>j</UP></SUB>!</DE></FR> <LIM><OP>∫</OP><LL><UP>G∖G*</UP></LL></LIM> <FENCE><LIM><OP>∏</OP><LL><UP>k=1</UP></LL><UL><UP>N<SUB>j</SUB></UP></UL></LIM> <UP>d<B>r</B></UP><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB></FENCE> <LIM><OP>∏</OP><LL><UP>n=1</UP></LL><UL><UP>P</UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>S<SUB>n</SUB>=1</UP></LL><UL><UP>2M</UP></UL></LIM><FENCE><LIM><OP>∏</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM> &lgr;<SUP><UP>&dgr;</UP><SUB><UP>iS<SUB>n</SUB></UP></SUB></SUP><SUB><UP>i</UP></SUB></FENCE> (14)

×e<SUP><UP>−H</UP>({<UP>r</UP><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB>}<UP>,</UP>{<UP>S<SUB>n</SUB></UP>})</SUP>.
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
&Xgr;=<LIM><OP>∏</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>N<SUB>j</SUB>=0</UP></LL><UL><UP>∞</UP></UL></LIM> <FR><NU>&lgr;<SUP><UP>N<SUB>j</SUB></UP></SUP><SUB><UP>j</UP></SUB></NU><DE>N<SUB><UP>j</UP></SUB>!</DE></FR> <LIM><OP>∫</OP></LIM> <FR><NU>𝒟&psgr;</NU><DE><RAD><RCD><UP>det</UP> &ngr;</RCD></RAD></DE></FR> <LIM><OP>∫</OP><LL><UP>G∖G*</UP></LL></LIM> <FENCE><LIM><OP>∏</OP><LL><UP>k=1</UP></LL><UL><UP>N<SUB>j</SUB></UP></UL></LIM><UP>d<B>r</B></UP><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB></FENCE>×<LIM><OP>∏</OP><LL><UP>n=1</UP></LL><UL><UP>P</UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>S<SUB>n</SUB>=1</UP></LL><UL><UP>2M</UP></UL></LIM> <FENCE><LIM><OP>∏</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM> &lgr;<SUP><UP>&dgr;</UP><SUB><UP>iS<SUB>n</SUB></UP></SUB></SUP><SUB><UP>i</UP></SUB></FENCE>e<SUP><UP>−H</UP>(<UP>&psgr;,</UP>{<UP><B>r</B></UP><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB>}<UP>,</UP>{<UP>S<SUB>n</SUB></UP>})</SUP>, (15)
where
H(&psgr;, {<B><UP>r</UP></B><SUP><UP>j</UP></SUP><SUB><UP>k</UP></SUB>}, {S<SUB><UP>n</UP></SUB>})=<FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE>8&pgr;e<SUP>2</SUP></DE></FR> <LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM> <UP>d<B>r</B></UP>(∇&psgr;(<B><UP>r</UP></B>))<SUP>2</SUP>ϵ(<B><UP>r</UP></B>)+<LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM> <UP>d<B>r</B></UP>&rgr;<SUP><UP>tot</UP></SUP>(<B><UP>r</UP></B>)i&psgr;(<B><UP>r</UP></B>)−<LIM><OP>∫</OP><LL><UP>G∖G*</UP></LL></LIM> <UP>d<B>r</B></UP> <LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM> &rgr;<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)h<SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)−<LIM><OP>∫</OP><LL><UP>S</UP></LL></LIM> <LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM> &rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B>)h<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B>), (16)
with psi  being a fluctuating field and varepsilon (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 rho i(r) and rho <UP><SUB>j</SUB><SUP>e</SUP></UP>(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,
&Xgr;=<LIM><OP>∫</OP></LIM> <FR><NU>𝒟&psgr;</NU><DE><RAD><RCD><UP>det</UP> &ngr;</RCD></RAD></DE></FR> e<SUP><UP>−H<SUB>G</SUB></UP>[<UP>&psgr;</UP>]</SUP> <LIM><OP>∏</OP><LL><UP>n=1</UP></LL><UL><UP>P</UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>S<SUB>n</SUB>=1</UP></LL><UL><UP>2M</UP></UL></LIM> <LIM><OP>∏</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM>(&lgr;<SUB><UP>i</UP></SUB>e<SUP><UP>h<SUB>i</SUB></UP>(<UP><B>r</B><SUB>n</SUB></UP>)<UP>−iq<SUB>i</SUB>&psgr;</UP>(<UP><B>r</B><SUB>n</SUB></UP>)</SUP>)<SUP><UP>&dgr;</UP><SUB><UP>iS<SUB>n</SUB></UP></SUB></SUP>,
with the abbreviation
H<SUB><UP>G</UP></SUB>[&psgr;] <UP>:</UP>=<FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE>8&pgr;e<SUP>2</SUP></DE></FR> <LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM> <UP>d<B>r</B></UP>(∇&psgr;(<B><UP>r</UP></B>))<SUP>2</SUP>ϵ(<B><UP>r</UP></B>)+<LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM> <UP>d<B>r</B></UP>&sfgr;(<B><UP>r</UP></B>)i&psgr;(<B><UP>r</UP></B>)−<LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM> &lgr;<SUB><UP>j</UP></SUB> <LIM><OP>∫</OP><LL><UP>G∖G*</UP></LL></LIM> <UP>d<B>r</B></UP>e<SUP><UP>h<SUB>j</SUB></UP>(<UP><B>r</B></UP>)−<UP>q<SUB>j</SUB>i&psgr;</UP>(<UP><B>r</B></UP>)</SUP>. (17)
This can be further simplified to
&Xgr;=<LIM><OP>∫</OP></LIM> <FR><NU>𝒟&psgr;</NU><DE><RAD><RCD><UP>det</UP> v</RCD></RAD></DE></FR> e<SUP><UP>−H<SUB>G</SUB></UP>[<UP>&psgr;</UP>] </SUP><LIM><OP>∏</OP><LL><UP>n=1</UP></LL><UL><UP>P</UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM> (&lgr;<SUB><UP>i</UP></SUB>e<SUP><UP>h<SUB>i</SUB></UP>(<UP><B>r</B><SUB>n</SUB></UP>)<UP>−iq<SUB>i</SUB>&psgr;</UP>(<UP><B>r</B><SUB>n</SUB></UP>)</SUP>). (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,
H<SUB><UP>S</UP></SUB>[&psgr;]<UP> := </UP><FR><NU><UP>−</UP>1</NU><DE>a<SUP>2</SUP></DE></FR> <LIM><OP>∫</OP><LL><UP>S</UP></LL></LIM> <UP>d<B>r </B>ln</UP><FENCE><LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>2M</UP></UL></LIM> &lgr;<SUB><UP>i</UP></SUB>e<SUP><UP>h<SUB>i</SUB></UP>(<UP><B>r</B></UP>)−<UP>iq<SUB>i</SUB>&psgr;</UP>(<UP><B>r</B></UP>)</SUP></FENCE>, (19)
we can rewrite Eq. 18 as
&Xgr;=<LIM><OP>∫</OP></LIM><FR><NU>𝒟&psgr;</NU><DE><RAD><RCD><UP>det</UP> &ngr;</RCD></RAD></DE></FR> e<SUP><UP>−H<SUB>G</SUB></UP>[<UP>&psgr;</UP>]<UP>−H<SUB>S</SUB></UP>[<UP>&psgr;</UP>]</SUP>. (20)
We approximate the integral over all possible configurations by the configuration for which the partition function is stationary (saddle-point approximation),
&Xgr;<SUB><UP>SP</UP></SUB>=e<SUP><UP>−H<SUB>G</SUB></UP>[<UP>&psgr;<SUB>SP</SUB></UP>]<UP>−H<SUB>S</SUB></UP>[<UP>&psgr;<SUB>SP</SUB></UP>]</SUP>, (21)
where the mean-field potential psi 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),
&rgr;<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)=<FENCE><FR><NU>&dgr; <UP>ln</UP> &Xgr;<SUB><UP>SP</UP></SUB></NU><DE>&dgr;h<SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)</DE></FR></FENCE><SUB><UP>h<SUB>i</SUB>=h<SUB>j</SUB>=0</UP></SUB> <B><UP>r</UP></B>∈G∖G*, (23)
which yields
&rgr;<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB>(<B><UP>r</UP></B>)=&lgr;<SUB><UP>j</UP></SUB>e<SUP><UP>−q<SUB>j</SUB>&phgr;</UP>(<UP><B>r</B></UP>)</SUP> <B><UP>r</UP></B>∈G∖G*, (24)
where we have introduced phi := ipsi SP. The bulk ion fugacities lambda j may be determined from the ion densities far way from the surface S and the fixed charge distribution sigma  where one may safely assume that rho <UP><SUB>j</SUB><SUP>e</SUP></UP>(rinfinity ) = c<UP><SUB>j</SUB><SUP>e</SUP></UP> with c<UP><SUB>j</SUB><SUP>e</SUP></UP> being the concentration of electrolyte ions of type j (Sigma <UP><SUB>j=1</SUB><SUP>Q</SUP></UP> qjc<UP><SUB>j</SUB><SUP>e</SUP></UP> = 0). This leads to lambda j = c<UP><SUB>j</SUB><SUP>e</SUP></UP>. The densities of the surface groups in mean-field approximation can be calculated from (rS = r is in  S)
&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)=<FENCE><FR><NU>&dgr; <UP>ln </UP>&Xgr;<SUB><UP>SP</UP></SUB></NU><DE>&dgr;h<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)</DE></FR></FENCE><SUB><UP>h<SUB>i</SUB>=h<SUB>j</SUB>=0</UP></SUB>, (25)
resulting in the expression
&rgr;<SUB><UP>i</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)=<FR><NU>1</NU><DE>a<SUP>2</SUP></DE></FR> <FR><NU>&lgr;<SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&phgr;</UP>(<UP><B>r</B></UP><SUB>S</SUB>)</SUP></NU><DE><LIM><OP>∑</OP></LIM><SUP><UP>2M</UP></SUP><SUB><UP>j=1</UP></SUB> &lgr;<SUB><UP>j</UP></SUB>e<SUP><UP>−q<SUB>j</SUB>&phgr;</UP>(<UP><B>r</B></UP><SUB>S</SUB>)</SUP></DE></FR>. (26)
Again the fugacities need to be determined. Henceforth, we denote the density of the associated species by rho <UP><SUB>i</SUB><SUP>A</SUP></UP>, the fugacity of the associated species by lambda i, and that of the dissociated one by lambda ilambda <UP><SUB>i</SUB><SUP>D</SUP></UP> (i is in  {1, ... , M}, lambda <UP><SUB>i</SUB><SUP>D</SUP></UP> = ebeta µ<UP><SUB>i</SUB><SUP>D</SUP></UP>). Furthermore, we set the valencies of the neutral surface groups to zero. For rS far away from any fixed charge distribution sigma (r) we expect a homogeneous density,
a<SUP>2</SUP>&rgr;<SUP><UP>∞</UP></SUP><SUB><UP>i</UP></SUB>+a<SUP>2</SUP>&rgr;<SUP><UP>∞ A</UP></SUP><SUB><UP>i</UP></SUB>=a<SUP>2</SUP>c<SUB><UP>i</UP></SUB> (27)

=<FR><NU>&lgr;<SUB><UP>i</UP></SUB>(&lgr;<SUP><UP>D</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&phgr;<SUP>∞</SUP></UP></SUP>+1)</NU><DE><LIM><OP>∑</OP></LIM><SUP><UP>M</UP></SUP><SUB><UP>j=1</UP></SUB> &lgr;<SUB><UP>j</UP></SUB>(&lgr;<SUP><UP>D</UP></SUP><SUB><UP>j</UP></SUB>e<SUP><UP>−q<SUB>j</SUB>&phgr;<SUP>∞</SUP></UP></SUP> + 1)</DE></FR>,
and hence,
&lgr;<SUB><UP>i</UP></SUB>=<FR><NU>a<SUP>2</SUP>c<SUB><UP>i</UP></SUB></NU><DE>1−a<SUP>2</SUP>c<SUB><UP>i</UP></SUB></DE></FR> <FR><NU><LIM><OP>∑</OP></LIM><SUP><UP>M</UP></SUP><SUB><UP>j≠i</UP></SUB> &lgr;<SUB><UP>j</UP></SUB>(&lgr;<SUP><UP>D</UP></SUP><SUB><UP>j</UP></SUB>e<SUP><UP>−q<SUB>j</SUB>&phgr;<SUP>∞</SUP></UP></SUP>+1)</NU><DE>&lgr;<SUP><UP>D</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&phgr;<SUP>∞</SUP></UP></SUP>+1</DE></FR>. (28)
This is an eigenvalue equation for the fugacities for the eigenvalue 1 with the eigenvector,
&lgr;<SUB><UP>i</UP></SUB>=<FR><NU>c<SUB><UP>i</UP></SUB>a<SUP>2</SUP></NU><DE>1+&lgr;<SUP><UP>D</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&phgr;<SUP>∞</SUP></UP></SUP></DE></FR>. (29)
We determine the lambda <UP><SUB>i</SUB><SUP>D</SUP></UP> by means of the mass action law, Eqs. 2 and 3. At infinity, the ratio of rho <UP><SUB>i</SUB><SUP>∞</SUP></UP> and rho <UP><SUB>i</SUB><SUP>∞A</SUP></UP> = ci - rho <UP><SUB>i</SUB><SUP>∞</SUP></UP> must be equal to alpha i/(1 - alpha i) as defined in Eq. 3. In contrast, Eq. 26 yields rho <UP><SUB>i</SUB><SUP>∞</SUP></UP>/rho <UP><SUB>i</SUB><SUP>∞A</SUP></UP> lambda <UP><SUB>i</SUB><SUP>D</SUP></UP>e-qiphi ∞ so that
&lgr;<SUP><UP>D</UP></SUP><SUB><UP>i</UP></SUB>=e<SUP><UP>q<SUB>i</SUB>&phgr;<SUP>∞</SUP></UP></SUP> <FR><NU>&agr;<SUB><UP>i</UP></SUB></NU><DE>1−&agr;<SUB><UP>i</UP></SUB></DE></FR>. (30)
Inserting the expression for lambda i and lambda <UP><SUB>i</SUB><SUP>D</SUP></UP> 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 Omega ,
&bgr;&OHgr;=<UP>−ln </UP>&Xgr;<SUB><UP>SP</UP></SUB>‖<SUB>h<SUB>i</SUB><UP>=h<SUB>j</SUB>=0</UP></SUB>=H<SUB><UP>G</UP></SUB>[&phgr;/i]+H<SUB><UP>S</UP></SUB>[&phgr;/i]‖<SUB>h<SUB>i</SUB><UP>=h<SUB>j</SUB>=0</UP></SUB>. (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
&bgr;&OHgr;=<UP>−</UP><FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE>8&pgr;e<SUP>2</SUP></DE></FR> <LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM><UP>d<B>r</B></UP>(∇&phgr;(<B><UP>r</UP></B>))<SUP>2</SUP>ϵ(<B><UP>r</UP></B>) (32)

+<LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM><UP> d<B>r</B></UP>&sfgr;(<B><UP>r</UP></B>)&phgr;(<B><UP>r</UP></B>)−<LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM>c<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB><LIM><OP>∫</OP><LL><UP>G∖G*</UP></LL></LIM><UP>d<B>r</B></UP>e<SUP><UP>−q<SUB>j</SUB>&phgr;</UP>(<UP>r</UP>)</SUP>

−<FR><NU>1</NU><DE>a<SUP>2</SUP></DE></FR> <LIM><OP>∫</OP><LL><UP>S</UP></LL></LIM> <UP>d<B>r</B> ln</UP><FENCE><LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>M</UP></UL></LIM> a<SUP>2</SUP>c<SUB><UP>i</UP></SUB>(&agr;<SUB><UP>i</UP></SUB>e<SUP><UP>−q<SUB>i</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP>)</SUP>+(1−&agr;<SUB><UP>i</UP></SUB>))</FENCE>.
An interesting property of the system is that the partition function factorizes due to the mean-field description,
&Xgr;<SUB><UP>SP</UP></SUB>=Z<SUB><UP>G</UP></SUB>[&phgr;]Z<SUB><UP>S</UP></SUB>[&phgr;], (33)
with ZG[phi ] := exp{-HG[phi /i]} and ZS[phi ] := exp{-HS[phi /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
Z<SUB><UP>S<SUB>k</SUB></UP></SUB>=<LIM><OP>∏</OP><LL><UP>n=1</UP></LL><UL><UP>P<SUB>k</SUB></UP></UL></LIM> <LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>2M<SUB>k</SUB></UP></UL></LIM> &lgr;<SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>h</UP><SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>(<UP><B>r</B></UP><SUP>k</SUP><SUB>n</SUB>)−q<SUP>k</SUP><SUB>i</SUB>&phgr;(<B><UP>r</UP></B><SUP>k</SUP><SUB>n</SUB>)</SUP>, (34)
which, for a slowly varying field phi , can be approximated by
Z<SUB><UP>S<SUB>k</SUB></UP></SUB>=<UP>exp</UP><FENCE><FR><NU>1</NU><DE>a<SUP><UP>2</UP></SUP><SUB><UP>k</UP></SUB></DE></FR> <LIM><OP>∫</OP><LL><UP>S<SUB>k</SUB></UP></LL></LIM><UP>d<B>r</B> ln</UP><FENCE><LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>2M<SUB>k</SUB></UP></UL></LIM> &lgr;<SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>h</UP><SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>(<UP><B>r</B></UP>)−q<SUP>k</SUP><SUB>i</SUB>&phgr;(<B><UP>r</UP></B>)</SUP></FENCE></FENCE>. (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,
&Xgr;<SUB><UP>SP</UP></SUB>=Z<SUB><UP>G</UP></SUB>[&phgr;] <LIM><OP>∏</OP><LL><UP>k=1</UP></LL><UL><UP>L</UP></UL></LIM> Z<SUB><UP>S<SUB>k</SUB></UP></SUB>[&phgr;]. (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:
&bgr;&OHgr;=<UP>−</UP><FR><NU>k<SUB><UP>B</UP></SUB>T</NU><DE>8&pgr;e<SUP>2</SUP></DE></FR> <LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM><UP>d<B>r</B></UP>(∇&phgr;(<B><UP>r</UP></B>))<SUP>2</SUP>ϵ(<B><UP>r</UP></B>)+<LIM><OP>∫</OP><LL><UP>G</UP></LL></LIM><UP>d<B>r</B></UP>&sfgr;(<B><UP>r</UP></B>)&phgr;(<B><UP>r</UP></B>)−<LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>Q</UP></UL></LIM> c<SUP><UP>e</UP></SUP><SUB><UP>j</UP></SUB> <LIM><OP>∫</OP><LL><UP>G∖G*</UP></LL></LIM><UP> d<B>r</B></UP>e<SUP><UP>−q<SUB>j</SUB>&phgr;</UP>(<UP><B>r</B></UP>)</SUP>−<LIM><OP>∑</OP><LL><UP>k=1</UP></LL><UL><UP>L</UP></UL></LIM> <FR><NU>1</NU><DE>a<SUP><UP>2</UP></SUP><SUB><UP>k</UP></SUB></DE></FR> <LIM><OP>∫</OP><LL><UP>S<SUB>k</SUB></UP></LL></LIM> (37)

×<UP>d<B>r</B> ln</UP><FENCE><LIM><OP>∑</OP><LL><UP>i=1</UP></LL><UL><UP>M<SUB>k</SUB></UP></UL></LIM> a<SUP><UP>2</UP></SUP><SUB><UP>k</UP></SUB>c<SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>(&agr;<SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>e<SUP><UP>−q</UP><SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB><UP>&Dgr;&phgr;</UP>(<UP><B>r</B></UP>)</SUP>+(1−&agr;<SUP><UP>k</UP></SUP><SUB><UP>i</UP></SUB>))</FENCE><UP>,</UP>
where G* now becomes cup <UP><SUB>k=1</SUB><SUP>L</SUP></UP> Sk cup  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/<RAD><RCD><IT>N</IT></RCD></RAD>, 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
TOP
ABSTRACT
INTRODUCTION
FORMULATION OF THE PROBLEM
THEORY
DISCUSSION
DNA NEAR AN OPPOSITELY...
CONCLUSION
REFERENCES

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 rho i), and the product cia2 (rho ia2) can be understood just as the surface fraction of species i. Because the surface is closely packed with groups, Sigma <UP><SUB>j=1</SUB><SUP>M</SUP></UP> 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 Delta phi (rS) = 0 and Eqs. 7 and 8 reduce to rho i(rS)/ci alpha i and rho <UP><SUB>i</SUB><SUP>A</SUP></UP>(rS)/ci = 1 - alpha i. The same result is obtained if the surface groups are immobile (insert Delta phi (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 Delta phi (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, rho i(rS) rho <UP><SUB>i</SUB><SUP>A</SUP></UP>(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 Delta phi (rS) = 0 (i.e., before switching on phi (rS)), groups of type i must have moved after phi (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 phi (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:
<LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>M</UP></UL></LIM> (&rgr;<SUB><UP>j</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>+&rgr;<SUP><UP>A</UP></SUP><SUB><UP>j</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>)=<LIM><OP>∑</OP><LL><UP>j=1</UP></LL><UL><UP>M</UP></UL></LIM> c<SUB><UP>j</UP></SUB>a<SUP>2</SUP>=1, (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 Delta phi (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 alpha 1 = alpha ), the second not (alpha 2 = 0). With Eqs. 7 and 9, we then find for the total surface charge density,
&rgr;<SUB><UP>c</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>=q<SUB>1</SUB>&rgr;<SUB>1</SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP> (39)

=<FR><NU>q<SUB>1</SUB>c<SUB>1</SUB>a<SUP>2</SUP>&agr;e<SUP><UP>−q<SUB>1</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB><UP><B>S</B></UP></SUB>)</SUP></NU><DE>c<SUB>1</SUB>a<SUP>2</SUP>&agr;e<SUP><UP>−q<SUB>1</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB><UP><B>S</B></UP></SUB>)</SUP>+(1−c<SUB>1</SUB>a<SUP>2</SUP>&agr;)</DE></FR>,
where we have used (c1 + c2)a2 = 1. Specializing this expression further to the case alpha  = 1, 
&rgr;<SUB><UP>c</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>=<FR><NU>q<SUB>1</SUB>c<SUB>1</SUB>a<SUP>2</SUP>e<SUP><UP>−q<SUB>1</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB><UP><B>S</B></UP></SUB>)</SUP></NU><DE>c<SUB>1</SUB>a<SUP>2</SUP>e<SUP><UP>−q<SUB>1</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB><UP><B>S</B></UP></SUB>)</SUP>+(1−c<SUB>1</SUB>a<SUP>2</SUP>)</DE></FR>, (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
&rgr;<SUB><UP>c</UP></SUB>(<B><UP>r</UP></B><SUB><UP>S</UP></SUB>)a<SUP>2</SUP>=<FR><NU>q<SUB>1</SUB>&agr;e<SUP><UP>−q<SUB>1</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB><UP><B>S</B></UP></SUB>)</SUP></NU><DE>&agr;e<SUP><UP>−q<SUB>1</SUB>&Dgr;&phgr;</UP>(<UP><B>r</B></UP><SUB><UP><B>S</B></UP></SUB>)</SUP>+(1−&agr;)</DE></FR>, (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 alpha  in Eq. 41. This is not surprising, because alpha  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