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Biophys J, March 1998, p. 1358-1370, Vol. 74, No. 3

Ionic Transport in Lipid Bilayer Membranes

F. Bordi,* C. Cametti,# and A. Naglieri#

 *Sezione di Fisica Medica, Dipartimento di Medicina Interna, Universita' di Roma "Tor Vergata," and Istituto Nazionale di Fisica della Materia (INFM), Unita' di Roma I, and  #Dipartimento di Fisica, Universita' di Roma "La Sapienza," and Istituto Nazionale di Fisica della Materia (INFM), Unita' di Roma I, Rome, Italy

    ABSTRACT
Top
Abstract
Introduction
Results & Discussion
Conclusion
Appendix
References

The current-voltage relationships of model bilayer membranes have been measured in various phospholipid systems, under the influence of both a gradient of potential and an ionic concentration, in order to describe the ion translocation through hydrated transient defects (water channels) across the bilayer formed because of lipid structure fluctuations and induced by temperature. The results have been analyzed in the light of a statistical rate theory for the transport process across a lipid bilayer, recently proposed by Skinner et al. (1993). In order to take into account the observed I-V curves and in particular the deviation from an ohmic behavior observed at high potential values, the original model has been modified, and a new version has been proposed by introducing an additional kinetic process. In this way, a very good agreement with the experimental values has been obtained for all of the systems we have investigated (dimyristoylphosphatidyl ethanolamine bilayers and mixed systems composed by dimyristoylphosphatidyl ethanolamine/dimyristoylphosphatidylcholine mixtures and dimyristoylphosphatidyl ethanolamine/phosphatidic acid dipalmitoyl mixtures). The rate constants governing the reactions at the bilayer interfaces have been evaluated for K+ and Cl- ions, as a function of temperature, from 5 to 35°C and bulk ionic concentrations from 0.02 to 0.2 M. Finally, a comparison between the original model of Skinner and the modified version is presented, and the advantages of this new formulation are briefly discussed.

    INTRODUCTION
Top
Abstract
Introduction
Results & Discussion
Conclusion
Appendix
References

Phospholipid bilayer membranes represent a useful model system to investigate basic aspects of the lipid bilayer components of biological cell membranes and, particularly, to study the passive ionic transport processes.

Although the electrical properties of lipid bilayers, which are of fundamental importance in many areas of biology (Weiss, 1996), have been intensely characterized by means of different experimental techniques (Hianik and Passechnik, 1995; Cevc and Marsh, 1987), the basic mechanism of the ion translocation and ion permeation responsible for the observed, relatively low conductance is not yet completely understood, and various sophisticated models have been proposed (Levitt, 1986; Schumaker and MacKinnon, 1990; Läuger, 1976; Levitt, 1991; Hladky, 1992). This is primarily because of both the difficulty of characterizing, from an electrical point of view, the lipid bilayer and the fact that the electrical conductance reflects different averaged processes at a macroscopic level. All of them are strongly dependent on the physical-chemical conditions, such as ionic strength and pH of the aqueous solvent, temperature, besides the structural arrangement of the hydrophobic lipid matrix.

In the simplest version of the transport model of ions in layered or confined structures, ions must diffuse up to the membrane, adsorb, cross the membrane core, desorb, and finally diffuse away on the other side of the membrane itself. Among these different steps describing the overall transport of an ion across the lipid membrane, the adsorbing and desorbing processes are particularly dependent on the potential barrier at the interfaces and voltage drops in the polar and nonpolar regions and on the structure of the double layer at the surface of the charged membrane. In addition, the ion migration through the membrane core cannot be explained only by Born energy, around 100 kJ/mol (Parsegian, 1969; Deamer and Nichols, 1989; Smith et al., 1984; Lasic, 1993), which predicts ionic fluxes of three or more orders of magnitude lower than those observed experimentally.

In contrast to some nonelectrolytes, the flux of cations and, to a lesser extent, anions can be qualitatively justified by a diffusion process through statistically created pores, i.e., the formation of short-lived, water-filled structures as a consequence of statistical fluctuations in the lipid organization that allow ions to pass throughout the bilayer. Mechanisms that suggest that ion permeation across a lipid membrane could occur through hydrated transient defects produced by thermal fluctuation have been recently proposed by different authors (Nichols and Deamer, 1980; Bhowmik and Nandy, 1983; Lawaczeck, 1988; Jansen and Blume, 1995; Paula et al., 1996). As pointed out by Smith et al. (1984), these pores could be formed because of fluctuations in the lipid organization, but their density order of 106-107 pores/cm2 (Smith et al., 1984) is sufficiently small to unaffect the basic structure of the hydrophobic region of the lipid bilayer.

In fact, the cooperative nature of the membrane assembly imparts the bilayer with a considerable degree of dynamic heterogeneity that is believed to favor the formation of water channels (pores) along which ions can diffuse. These microscopic domains, induced by thermal density fluctuations, persist on a time scale of typically 10-6-10-7 s, provide for highly effective transfer of ions across the bilayer, and greatly reduce the electrostatic transfer energy (Born energy) associated with moving ions from an aqueous phase to the hydrocarbon interior of the lipid bilayer.

These heterogeneities are also present in biological cell membranes (Lipowski and Sackmann, 1995) in which they are important for many cell functions and serve as fundamental elements through which small anions, cations, and other polar solutes, besides water, cross the membrane and make possible the cell volume regulation. In this context, a pore is viewed as an hole that offers to the ion an hydrophilic pathway through which it can diffuse across the apolar core of the lipid bilayer, and the membrane structure, as a whole, can be considered as a metastable system in which, as a result of heat fluctuations, pores of appropriate radius and lifetimes can be formed.

The change in the membrane free energy during the formation of a pore of radius r can be written, to a first approximation, as (Chizmadzhev, 1988)
&Dgr;F=<UP>−</UP>&pgr;r<SUP>2</SUP>&sfgr;+2&pgr;r&ggr;−&pgr;r<SUP>2</SUP>C<SUB><UP>m</UP></SUB>(&egr;<SUB><UP>m</UP></SUB>&egr;<SUB><UP>p</UP></SUB>−1)<BINOM><NU>V<SUP>2</SUP></NU><DE>2</DE></BINOM>
in which sigma  and gamma  are the bilayer tension and the pore linear tension, epsilon m and epsilon p are the permittivities of aqueous and hydrophobic phase, respectively, Cm is the specific capacitance, and V is the total potential difference applied to the bilayer. Owing to the parabolic dependence of the free energy on the radius r, the above equation shows that once the size of a pore exceeds a particular value ro
r<SUB>0</SUB>=<FR><NU>&ggr;</NU><DE>&sfgr;+C<SUB><UP>m</UP></SUB>(&egr;<SUB><UP>m</UP></SUB>&egr;<SUB><UP>p</UP></SUB>−1)V<SUP>2</SUP>2</DE></FR>
the radius r begins to increase. Moreover, the work of the pore formation (the height of the potential barrier) decreases with the increase of the applied potential, thus resulting in a reduction of the critical pore radius. These two effects contribute to stabilize the pore distribution when the tension gamma  is made dependent on the pore radius, and the hydrational repulsion between pore edges is considered.

Evidence in favor of this idea is provided by electroporation experiments leading to membrane fusion (Chizmadzhev, 1988) or by conductance jumps (Antonov et al., 1980; Kaufmann and Silman, 1983; Vyshenskaia and Pasechnik, 1986) observed during lipid phase transitions and finally by computer models of lipid dynamics in bilayers (Owenson and Pratt, 1984). Recently, measurements of permeation of small ions and other small polar molecules through phospholipid bilayers (Paula et al., 1996) also confirm that pores are the dominant mechanism to the diffusion of ions.

These findings support the idea that the hydrophobic region of a lipid bilayer does not behave as a uniform phase, but it is the seat of transient fluctuations that allow ionic conductance at an higher rate than that predicted by Born energy considerations.

In this study, we investigated the ionic flux across a lipid bilayer, which takes both ion concentration and electrical potential gradients into account as driving forces, following a statistical rate theory approach recently proposed by Skinner et al. (1993). Within this theory, the ion transport is described as a three-step mechanism consisting in an ion that couples with a channel, passes through the channel, and then is released on the opposite side of the membrane. These three processes are described using the statistical rate theory approach (Ward, 1977; Ward et al., 1982). This picture seems to be appropriate when the channel is considered as a stable structure that permanently spans the lipid bilayer.

For a black lipid bilayer, when the channel or pore can be thought as caused by short-lived water channels induced by thermal fluctuations, it seems more appropriate to describe the ion-pairing reaction through an additional kinetic process, as the simultaneous presence of an ion and a pore across which it can diffuse is needed. Neglecting the detail of the microscopic interactions, the water pores in presence or absence of an ion can be simply defined as "quasi-particles" the thermodynamic properties of which can be completely described and properly defined as an electrochemical potential. Such a scheme provides a good approximation to describe the current-voltage relationships in the different systems we have investigated, and under different conditions, it can be viewed as an extension with respect to the original approach proposed by Skinner et al. (1993) toward simple bilayer systems.

The results presented in this work, concerning the electrical conduction in single lipid bilayers and mixed bilayers under all the experimental conditions used here and over an extended range of electrical potentials in which deviations from an ohmic behavior occur, can be accounted for by the current-voltage relationships we have derived. The phenomenology of these events depends on three different parameters, i.e., the two rate constants that govern the ion exchange at the membrane interfaces and rate constant across the pore. These quantities have been evaluated in the case of K+ and Cl- ions in different membrane bilayers as a function of temperature and ion concentration. The integration of such results into the general understanding of ion transport in lipid bilayers governed by kinetic processes is the central aim of this work.

    THEORETICAL CONSIDERATIONS

Review of the statistical rate approach of the Skinner model

We proceed now to a brief summary of the Skinner model. On the basis of the statistical rate approach proposed by Ward (1977) and Ward et al. (1982), Skinner et al. (1993) recently derived an expression to describe the kinetics of the ionic transport across a membrane. The overall permeation model consists of three independent steps, and each gives rise to an ionic flux, i.e., from the external medium to the membrane pore, across the membrane pore, and from the membrane pore to the inner medium, respectively. In the steady-state condition, for each step, according to the statistical rate approach (Skinner et al., 1993), the fluxes Ji, Jch, Je through the internal interface, the external interface, and the pore, respectively, can be written as
J<SUB><UP>i</UP></SUB>=K<SUB><UP>i</UP></SUB><FENCE><FR><NU>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP>)</NU><DE>C<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR>−<FR><NU>C<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP>)</DE></FR></FENCE>
J<SUB><UP>ch</UP></SUB>=K<SUB><UP>ch</UP></SUB><FENCE><FR><NU>C<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>C<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR>−<FR><NU>C<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>C<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR></FENCE> (1)
J<SUB><UP>e</UP></SUB>=K<SUB><UP>e</UP></SUB><FENCE><FR><NU>C<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP>)</DE></FR>−<FR><NU>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP>)</NU><DE>C<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR></FENCE>
in which phi i, phi e and Ci, Ce are the reduced electrical potentials and the ionic concentrations, respectively, in the inner (index i) and outer (index e) external bulk medium on each side of the membrane, and beta i and beta e are the ion partition coefficients. The corresponding quantities phi pi, phi pe and Cpi, Cpe are the reduced potentials and the ionic concentrations at the membrane surface on the inner side (superscript i) and at the membrane surface on the outer side (superscript e). Ki, Kch, and Ke are the equilibrium exchange rates per unit area of the interface from the inner medium to the bilayer, across the bilayer (the pore), and from the bilayer to the external medium, respectively. Finally, at each position j, the reduced potential phi j is defined as
&phgr;<SUP><UP>j</UP></SUP>=<FR><NU>zF</NU><DE>RT</DE></FR> V<SUP><UP>j</UP></SUP>
in which z is the ion valence, R is the gas constant, T is the absolute temperature, F is the Faraday constant (F approx  96,500 C/mol), and Vj is the applied voltage.

In the steady state condition, the fluxes (Eq. 1) must be equal. This yields, taking the reference potential as that of the external medium as usually (phi i - phi e = phi i = phi ), the following set of equations
<FENCE><AR><R><C><FR><NU>x</NU><DE>y</DE></FR>−<FR><NU>y</NU><DE>x</DE></FR>=<FR><NU>K<SUB><UP>i</UP></SUB></NU><DE>K<SUB><UP>ch</UP></SUB></DE></FR><FENCE><FR><NU>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB><UP>exp</UP>(&phgr;)</NU><DE>x</DE></FR>−<FR><NU>x</NU><DE>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB><UP>exp</UP>(&phgr;)</DE></FR></FENCE></C></R><R><C><FR><NU>x</NU><DE>y</DE></FR>−<FR><NU>y</NU><DE>x</DE></FR>=<FR><NU>K<SUB><UP>e</UP></SUB></NU><DE>K<SUB><UP>ch</UP></SUB></DE></FR><FENCE><FR><NU>y</NU><DE>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB></DE></FR>−<FR><NU>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB></NU><DE>y</DE></FR></FENCE></C></R></AR></FENCE> (2)
in which x = Cpi exp(phi pi) and y = Cpe exp(phi pe).

Skinner et al. (1993) obtained an analytical solution of the above system (Eq. 2) in two particular cases, i.e., when the equilibrium exists at the interfaces (the rates at the interfaces are infinity, Ki = Ke right-arrow infinity ), yielding a current density given by
I=zFK<SUB><UP>ch</UP></SUB><FENCE><FR><NU>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB></NU><DE>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB></DE></FR> <UP>exp</UP>(&phgr;)−<FR><NU>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB></NU><DE>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB></DE></FR> <UP>exp</UP>(<UP>−</UP>&phgr;)</FENCE> (3)
and when the equilibrium exchange rates are the same for all the three fluxes, i.e., Ki = Kch = Ke, yielding a current density given by
I=zFK<SUB><UP>ch</UP></SUB><FENCE><FENCE><FR><NU>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB></NU><DE>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB></DE></FR> <UP>exp</UP>(&phgr;)</FENCE><SUP>1/3</SUP>−<FENCE><FR><NU>&bgr;<SUB><UP>e</UP></SUB>C<SUB><UP>e</UP></SUB></NU><DE>&bgr;<SUB><UP>i</UP></SUB>C<SUB><UP>i</UP></SUB></DE></FR> <UP>exp</UP>(<UP>−</UP>&phgr;)</FENCE><SUP>1/3</SUP></FENCE>  (4)
Typical dependencies in these two particular cases are shown in Fig. 1 in which the current-voltage relationships (I-V relationships) are calculated from Eqs. 3 and 4 for different values of the ratio k = beta iCi/beta eCe between the ionic concentration in the inner and outer medium. As can be seen, the I-V curves show a marked nonlinear behavior that becomes more linear as a symmetrical condition (k = 1) is approached. As pointed out by Skinner et al. (1993), the nonlinear I-V curves can be obtained even when the inner and outer concentrations are the same and the system undergoes a symmetrical behavior (beta i = beta e), whereas in regions around the reversal potential, the curves are always almost linear and the conductance remains approximately constant.


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FIGURE 1   I-V relationships calculated from Eq. 3 (dotted lines) and Eq. 4 (solid lines) in the particular case Kch = 10-5 pmol/s for different values of the ratio k = beta iCi/beta eCe: (a) k = 1; (b) k = 0.5; (c) k = 0.1; (d) k = 0.05. The temperature is 300 K and z = 1.

Although the analytical solutions proposed by Skinner et al. (1993) deal with frequently encountered cases and represent a relevant description of the ionic transport across confined systems, in the general case, the numerical solution of the nonlinear system proposed by Skinner et al. (1993) (Eq. 2) is with no additional assumptions difficult, and it was never studied in detail. In the following, we have attempted to find an equation for the flux J that is surely simpler to be handled than Eq. 2 and allows to be solved numerically. To this end (see Appendix), Eq. 2 can be rearranged to give the ionic flux in an implicit form according to Eq. 5
<AR><R><C><UP>sinh</UP>(V<SUB><UP>eff</UP></SUB>)<FENCE><RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>i</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD><RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>e</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD>+<FR><NU>J<SUP>2</SUP></NU><DE>4K<SUB><UP>i</UP></SUB>K<SUB><UP>e</UP></SUB></DE></FR></FENCE>−</C></R><R><C><UP>cosh</UP>(V<SUB><UP>eff</UP></SUB>)<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>e</UP></SUB></DE></FR><RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>i</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD>+<FR><NU>J</NU><DE>2K<SUB><UP>i</UP></SUB></DE></FR><RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>e</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD></FENCE>=<FR><NU>J</NU><DE>2K<SUB><UP>ch</UP></SUB></DE></FR></C></R></AR> (5)
in which Veff = phi  + ln(beta iCi/beta eCe). This equation, that obviously reduces to Eq. 3 in the limit Ki = Ke right-arrow infinity  when equilibrium exists on both sides of the bilayer or to Eq. 4 when the equilibrium exchange rates are the same for all the three fluxes, can be solved numerically and represents the solution of the Skinner model in the general case. Moreover, Eq. 5 provides an analytical solution in an additional case with respect to those reported by Skinner et al. (1993) when the system behaves unsymmetrically, equilibrium exists on one side of the membrane (for example Ke right-arrow infinity ), and the pore constant Kch differs from the exchange rate on the other side of the membrane (Kch not equal  Ki). In this case, the current density is given by
I=<FR><NU>2zFK<SUB><UP>ch</UP></SUB><UP>sinh</UP>(V<SUB><UP>eff</UP></SUB>)</NU><DE><RAD><RCD>1+2 <FR><NU>K<SUB><UP>ch</UP></SUB></NU><DE>K<SUB><UP>i</UP></SUB></DE></FR> <UP>cosh</UP>(V<SUB><UP>eff</UP></SUB>)+<FENCE><FR><NU>K<SUB><UP>ch</UP></SUB></NU><DE>K<SUB><UP>i</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD></DE></FR> (6)
Finally, when the constant rates at the interfaces are equal, i.e., k = Ki = Ke, but different from the rate constant Kch, the ionic flux J of Eq. 5 reduces to
J=2K<SUB><UP>ch</UP></SUB><FENCE><UP>sinh</UP>(V<SUB><UP>eff</UP></SUB>)<FENCE>1+2<FENCE><FR><NU>J</NU><DE>2k</DE></FR></FENCE><SUP>2</SUP></FENCE></FENCE> (7)
<FENCE>−2 <UP>cosh</UP>(V<SUB><UP>eff</UP></SUB>)<FENCE><FR><NU>J</NU><DE>2k</DE></FR></FENCE><RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2k</DE></FR></FENCE><SUP>2</SUP></RCD></RAD></FENCE>
This equation, which can be solved numerically in an extended range of ionic concentrations and applied potentials, can be applied to phospholipid bilayers or bilayer components of a biological membrane involving the same membrane-solution interfaces. The I-V relationships calculated from Eq. 7 show a nonlinear behavior, and some typical dependencies are shown in Fig. 2 for different values of the exchange rate ranging from k = Ki = Ke = 5 × 10-5 to k = Ki = Ke = 0.5 pmol/s. All curves undergo qualitatively the same behavior, which differs from that of an ohmic regime with an increasing rate constant k = Ki = Ke. This feature is evidenced in the inset of Fig. 2, in which the current density, calculated at a fixed value of the applied potential, reaches a constant value as k = Ki = Ke is increased.


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FIGURE 2   I-V relationships calculated from Eq. 7 in the particular case Kch = 10-5 pmol/s for different values of k = Ki = Ke ranging from 5 × 10-5 to 0.5 pmol/s. The temperature is 300 K and z = 1. The inset shows the behavior of the current density at a fixed value of the reduced applied potential (phi  + ln(beta iCi/beta eCe) = 5) as a function of the parameter k = Ki = Ke, ranging from 5 × 10-5 to 0.5 pmol/s.

It is noteworthy that in the general case Eq. 5 predicts that an asymptotic current density is reached for each value of the applied potential as the system becomes closer to a symmetric one. Fig. 3 shows this saturation effect in the current density calculated at a fixed value of the applied voltage as a function of the ratio Ki/Ke, in the general case Ki not equal  Ke not equal  Kch. As can be seen, depending on the absolute value of the rate at the interface, the current becomes constant as the system evolves toward a symmetric bilayer (Ki/Ke = 1).


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FIGURE 3   Calculated current density (Eq. 5) at a fixed value of the applied potential (phi  + ln(beta iCi/beta eCe) = 5) as a function of the ratio Ki/Ke for different value of Ki. (a) Ki = 10-3 pmol/s; (b) Ki = 10-4 pmol/s. The parameter Kch is assumed to be Kch = 10-5 pmol/s. The temperature is 300 K and z = 1. The curves show how an asymptotic value of the current density is reached, starting from an asymmetric membrane (Ki/Ke = 10-5) toward a symmetric one (Ki/Ke = 1).

The case Ki = Ke not equal  Kch, which is certainly an oversimplification of the real system, is nevertheless of particular interest and deserves a more detailed analysis as it models the behavior of a symmetric pore with a rate constant different from that of the adjacent interfaces and enables us to investigate qualitative properties of model systems very similar to those studied in this work. In this case, the general equation proposed by Skinner et al. (1993) (Eq. 2) reduces to Eq. 7, the solution of which can be approximated in a closed form with the following expressions (see Appendix):
I=2zFK<SUB><UP>i</UP></SUB><UP>sinh</UP> &agr;V<SUB><UP>eff</UP></SUB> 0≤K≤1
I=2zFK<SUB><UP>i</UP></SUB> <FR><NU><UP>sinh</UP> &agr;V<SUB><UP>eff</UP></SUB></NU><DE>K</DE></FR> 1≤K≤∞ (8)
in which the parameter alpha  depends in a well-defined way on the ratio K = Ki/Kch. This dependence, shown in Fig. 4, can be analytically described by two different empirical expressions, according to the range of the parameter K involved, i.e.,
&agr;(K)≈<FR><NU>1</NU><DE>2</DE></FR><FENCE>1−<FR><NU>1</NU><DE>3</DE></FR> K<SUP>0.5</SUP></FENCE> K≤1 (9)
&agr;(K)≈1−<UP>exp</UP><FENCE><UP>ln</UP><FENCE><FR><NU>2</NU><DE>3</DE></FR></FENCE>K<SUP>0.376</SUP></FENCE> K≥1
In this way, it is possible to derive well defined analytical expressions for the current density as solution of Eq. 7 in the case Ki = Ke not equal  Kch, which are simple enough to be readily grasped. The validity of this approximation can be seen by comparing the results from Eq. 7 and those derived from Eqs. 8 and 9. The inset of Fig. 4 shows that the normalized standard deviation between these two set of values as a function of the ratio K = Ki/Kch is always confined within ~6% and in particular, for values of K = 0, K = 1, and K = infinity  in which an exact solution exists, the standard deviation is zero. For these values of the ratio K, Eq. 7 yields well defined analytical solutions to which correspond a value of alpha  = 1/2, <FR><NU>1</NU><DE>3</DE></FR>, and 1, respectively, according to the expressions
I=2zFK<SUB><UP>i</UP></SUB><UP>sinh</UP> <FR><NU>V<SUB><UP>eff</UP></SUB></NU><DE>2</DE></FR> K=0
I=2zFK<SUB><UP>i</UP></SUB><UP>sinh</UP> <FR><NU>V<SUB><UP>eff</UP></SUB></NU><DE>3</DE></FR> K=1
I=2zFK<SUB><UP>ch</UP></SUB><UP>sinh</UP> V<SUB><UP>eff</UP></SUB> K=∞
Typical behaviors of the I-V relationships calculated on the basis of Eqs. 8 and 9 are shown in Fig. 5 and show a progressive deviation from linearity as the parameter K = Ki/Kch decreases.


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FIGURE 4   Coefficient alpha  as a function of the ratio K = Ki/Kch for the particular value of the rate constant Kch = 0.2 pmol/s. This behavior shows that in the limit K right-arrow 0 and K right-arrow infinity  the values of alpha  tend to 0.5 and 1, respectively, corresponding to the explicit solution of Eq. 7. The value K = 1 corresponds to the value alpha  = <FR><NU>1</NU><DE>3</DE></FR>, which represents the solution given in closed form by Skinner et al. (1993). The calculations has been carried out at a temperature of 300 K and for z = 1.


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FIGURE 5   Calculated I-V relationships in the particular case Ki = Ke not equal  Kch for different values of the ratio K = Ki/Kch. The curves represent an analytical solution of the Skinner equation (Eq. 7) written in the form J ~ sinh[alpha (K)Veff] with Veff = phi  + ln(beta iCi/beta eCe) and alpha (K) given in Fig. 4. The numbers on each curve refer to the value of the parameter K = Ki/Kch. The calculations are carried out with Ki = 10-4 pmol/s; T = 300 K and z = 1.

A modified version of the Skinner model

In the case of lipid bilayer membrane, the ion transport is supposed to be attributable to the formation of fluctuating water channels, i.e., short-lived water pathways that span the lipid structure that represent a mechanism of facilitated transport to overcame the potential barrier associated with the hydrophobic membrane core. The permeation and diffusion of ions involve the ion pairing with a pore, its passing through, and finally its release in the external bathing medium. The step involving the ion-pore coupling can be viewed as an additional kinetic process depending both on the ion concentration and the pore concentration that can be related to the probability of formation of the water channels.

These processes can be treated similarly to those observed in enzyme-catalyzed reactions in which some substrates must interact with an enzyme to react on an appropriate time scale. In this particular case, this means that only the simultaneous presence of a pore and an ion leads to the formation of a structure with a facilitate diffusion pathway across the membrane.

We will formulate a modified version of the Skinner et al. (1993) model on the light of this mechanism, and we will simulate the overall diffusion process as a kinetic process consisting of two different reactions, The first deals with the diffusion of an ion in a pore, and the latter deals with the ion-pore coupling at both the interfaces.

Considering the kinetic processes at the two inner and outer interfaces of the bilayer between the pores at concentrations eta pi and eta pe, respectively, and the ions at concentrations Ci and Ce, respectively, the following equilibria hold
C<SUB><UP>i</UP></SUB>+&eegr;<SUP><UP>i</UP></SUP><SUB><UP>P</UP></SUB> ↔ &eegr;<SUP><UP>i</UP></SUP><SUB><UP>PS</UP></SUB>
&eegr;<SUP><UP>e</UP></SUP><SUB><UP>PS</UP></SUB> ↔ &eegr;<SUP><UP>e</UP></SUP><SUB><UP>P</UP></SUB>+C<SUB><UP>e</UP></SUB>
and the fluxes Ji and Je at the inner and outer interfaces can be written, according to the Skinner et al. (1993) formulation, as
<FENCE><AR><R><C>J<SUB><UP>i</UP></SUB>=K<SUB><UP>i</UP></SUB><FENCE><FR><NU>C<SUB><UP>i</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP>)&eegr;<SUP><UP>i</UP></SUP><SUB><UP>P</UP></SUB></NU><DE>&eegr;<SUP><UP>i</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR>−<FR><NU>&eegr;<SUP><UP>i</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>C<SUB><UP>i</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP>)&eegr;<SUP><UP>i</UP></SUP><SUB><UP>P</UP></SUB></DE></FR></FENCE></C></R><R><C>J<SUB><UP>e</UP></SUB>=K<SUB><UP>e</UP></SUB><FENCE><FR><NU>&eegr;<SUP><UP>e</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>C<SUB><UP>e</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP>)&eegr;<SUP><UP>e</UP></SUP><SUB><UP>P</UP></SUB></DE></FR>−<FR><NU>C<SUB><UP>e</UP></SUB><UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP>)&eegr;<SUP><UP>e</UP></SUP><SUB><UP>P</UP></SUB></NU><DE>&eegr;<SUP><UP>e</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR></FENCE></C></R></AR></FENCE> (10)
in which eta PSi and eta PSe represent the pore concentrations at the inner and outer interface, respectively, when ion-pore coupling occurred. These equations are based on the assumption that the standard contribution of the electrochemical potential does not change by passing across the inner and outer interface. That appears to be acceptable when temperature or pressure gradients across the bilayer, as in this case, are not taken into account.

However, the processes describing the diffusion of the fluctuating defect (the pore) in the bilayer structure either in presence of an ion or not are governed by kinetic reactions with the same forward and reverse rate constants
&eegr;<SUP><UP>i</UP></SUP><SUB><UP>P</UP></SUB> ↔ &eegr;<SUP><UP>e</UP></SUP><SUB><UP>P</UP></SUB>
&eegr;<SUP><UP>i</UP></SUP><SUB><UP>PS</UP></SUB> ↔ &eegr;<SUP><UP>e</UP></SUP><SUB><UP>PS</UP></SUB>
that give rise to the fluxes
<FENCE><AR><R><C>J<SUB><UP>P</UP></SUB>=K<SUB><UP>ch</UP></SUB><FENCE><FR><NU>&eegr;<SUP><UP>i</UP></SUP><SUB><UP>P</UP></SUB></NU><DE>&eegr;<SUP><UP>e</UP></SUP><SUB><UP>P</UP></SUB></DE></FR>−<FR><NU>&eegr;<SUP><UP>e</UP></SUP><SUB><UP>P</UP></SUB></NU><DE>&eegr;<SUP><UP>i</UP></SUP><SUB><UP>P</UP></SUB></DE></FR></FENCE></C></R><R><C>J<SUB><UP>PS</UP></SUB>=K<SUB><UP>ch</UP></SUB><FENCE><FR><NU>&eegr;<SUP><UP>i</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>&eegr;<SUP><UP>e</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR>−<FR><NU>&eegr;<SUP><UP>e</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>e</UP></SUP><SUB><UP>p</UP></SUB>)</NU><DE>&eegr;<SUP><UP>i</UP></SUP><SUB><UP>PS</UP></SUB> <UP>exp</UP>(&phgr;<SUP><UP>i</UP></SUP><SUB><UP>p</UP></SUB>)</DE></FR></FENCE></C></R></AR></FENCE> (11)
The first relation of Eq. 11 takes into account that there is a finite probability that a pore could be formed and that it spans the bilayer without the presence of any ion. Moreover, on the basis of this model, it appears reasonable that the same rate constant appears, both for the diffusion of pore-ion complex and for the diffusion of the pore alone. The second relation describes a similar mechanism when an ion is present by passing through such hydrated defects. These equations actually refer to fluxes of pore-like structures through the lipid bilayer that give rise to ionic currents when coupled to ions.

In order to simplify the theory, we have limited the number of adjustable parameters to Ki, Ke, and Kch. With the additional assumption that, in the steady-state condition, the total flux of pores, both in the free state (subscript P) and in the bound state (subscript PS), must be zero, i.e.,
J<SUB><UP>PS</UP></SUB>+J<SUB><UP>P</UP></SUB>=0 (11a)
Eqs. 10 and 11, following the procedure of Skinner et al. (1993), can be rearranged to give the following implicit expression for the ionic flux, (see Appendix)
J=K<SUB><UP>ch</UP></SUB><FENCE><UP>sinh</UP> <FR><NU>V<SUB><UP>eff</UP></SUB></NU><DE>2</DE></FR> <FENCE><RAD><RCD>(ϕ<SUB><UP>e</UP></SUB>+1)(ϕ<SUB><UP>i</UP></SUB>+1)</RCD></RAD>+<RAD><RCD>(ϕ<SUB><UP>i</UP></SUB>−1)(ϕ<SUB><UP>e</UP></SUB>−1)</RCD></RAD></FENCE>−<UP>cosh</UP> <FR><NU>V<SUB><UP>eff</UP></SUB></NU><DE>2</DE></FR> <FENCE><RAD><RCD>(ϕ<SUB><UP>e</UP></SUB>−1)(ϕ<SUB><UP>i</UP></SUB>+1)</RCD></RAD>+<RAD><RCD>(ϕ<SUB><UP>e</UP></SUB>+1)(ϕ<SUB><UP>i</UP></SUB>−1)</RCD></RAD></FENCE></FENCE> (12)
in which
ϕ<SUB><UP>e</UP></SUB>=<RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>e</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD>
ϕ<SUB><UP>i</UP></SUB>=<RAD><RCD>1+<FENCE><FR><NU>J</NU><DE>2K<SUB><UP>i</UP></SUB></DE></FR></FENCE><SUP>2</SUP></RCD></RAD> 
and Veff, as usual, is defined as
V<SUB><UP>eff</UP></SUB>=(&phgr;<SUP><UP>i</UP></SUP>−&phgr;<SUP><UP>e</UP></SUP>)+<UP>ln</UP><FENCE><FR><NU>C<SUB><UP>i</UP></SUB></NU><DE>C<SUB><UP>e</UP></SUB></DE></FR></FENCE>≡<FR><NU>zF</NU><DE>RT</DE></FR> V+<UP>ln</UP><FENCE><FR><NU>C<SUB><UP>i</UP></SUB></NU><DE>C<SUB><UP>e</UP></SUB></DE></FR></FENCE>
This equation, which describes the behavior of the ion permeation process across the bilayer under the above stated assumptions, gives the flux through a single pore. In order to obtain the current across the bilayer investigated, Eq. 12 must be multiplied by the average number (eta ) of pores involved in the ion transport.

In the case Ki = Ke not equal  Kch, Eq. 12 can be solved in closed form and the current density I reduces to
I=<FR><NU>2zFK<SUB><UP>ch</UP></SUB><UP>sinh</UP> V<SUB><UP>eff</UP></SUB>/2</NU><DE><RAD><RCD>1+<FENCE><FR><NU>K<SUB><UP>ch</UP></SUB></NU><DE>K<SUB><UP>i</UP></SUB></DE></FR></FENCE><SUP>2</SUP>+2<FENCE><FR><NU>K<SUB><UP>ch</UP></SUB></NU><DE>K<SUB><UP>i</UP></SUB></DE></FR></FENCE><UP>cosh</UP> V<SUB><UP>eff</UP></SUB>/2</RCD></RAD></DE></FR> (13)
This equation differs greatly from the analogous equation given by Skinner et al. (1993) (Eq. 7 or 8), and as we will show in the experiments we performed, it is able to take into account the observed behavior of the I-V curves under different conditions of the ionic concentration and the applied potentials in a very satisfactory way. Fig. 6 shows the I-V curves calculated from Eq. 13 in the special case of a symmetric system, varying the rate constant K = Ki = Ke from 10-6 to 10-2 pmol/s. Also in this case, deviation from linearity occurs when the system deviates from that in which the equilibrium exchange rates are the same for the three fluxes.


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FIGURE 6   I-V relationships calculated from Eq. 13 in the particular case Kch = 10-5 pmol/s, for different values of Ki = Ke = K ranging from 10-6 to 10-1 pmol/s: (1) K = 10-6 pmol/s; (2) K = 10-5 pmol/s; (3) K = 10-4 pmol/s; (4) K = 10-3 pmol/s; (5) K = 10-2 pmol/s. The inset shows the comparison between Eq. 13, solid lines, and the Skinner equation (Eq. 7), dotted lines, in the case Kch = 10-5 pmol/s at three different values of Ki = Ke = K, i.e., 10-5, 10-4, 10-3 pmol/s.

Finally, a cumulative plot of the I-V relationships calculated on the basis of the Skinner model (Eqs. 4 and 5) and Skinner modified model described in this section (Eq. 13) is shown in Fig. 7 in order to compare the differences between the various expressions we have analyzed.


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FIGURE 7   Cumulative plot of the I-V relationships based on the Skinner model and Skinner modified model for two different values of the constant rate Kch. Solid lines, Kch = 10-5 pmol/s; dotted lines, Kch = 10-4 pmol/s. (1) analytical solution of Skinner model (Eq. 4) with beta iCi/beta eCe = 1; (2) numerical solution of the Skinner modified model (Eq. 13) with Ki = 10-4 pmol/s and Ke = 10-3 pmol/s; (3) numerical solution of the Skinner model (Eq. 5) with Ki = 10-4 pmol/s and Ke = 10-3 pmol/s.

In the next section we will apply the above relations to describe the I-V curves we have obtained in different lipid bilayer membranes and we discuss in detail their validity.

    EXPERIMENTAL

Bilayer membranes were formed at the tip of a patch-clamp pipette using the tip-dip technique described by Coronado and Latorre (1983; Coronado, 1985). After immersion of a glass pipette within the electrolyte solution (0.01 M KCl, 10 mM Hepes-Tris, pH 7.5) contained in the measuring cell, a phospholipid monolayer was formed at the air-water interface by spreading 20 µl of a 1 mg/ml solution of the lipid investigated, which was dissolved in chloroform. The so-called Langmuir monolayer forms spontaneously as the solvent spreads and evaporates.

The thermodynamic state of the lipid assembly at the interface was controlled by the determination of a surface pressure-area isotherm obtained by means of a Langmuir trough. For all the systems studied, the isotherms we have measured show the existence of at least four monolayer phases, ranging from the gas to the solid state, passing through the liquid expanded and the liquid condensed phases. In this latter phase, the tails of phospholipids are almost entirely in transconformations, and the head groups are completely ordered, thus suggesting that the packing is similar to that of a three-dimensional solid.

After the evaporation of the solvent from the surface of the solution, as the interface is progressively reduced until a liquid-condensed phase is reached (evidence is given by the surface area per polar head group), the pipette is moved out into the air and back into the solution to which corresponds the formation of a lipid bilayer at the tip of the pipette. Generally, two or three trials were performed because a gigaseal could be formed. The formation of the seal that gives rise to the bilayer structure was ascertained by the change in the electrical resistance that takes place during the movements of the pipette.

To insure that the seal was actually because of the formation of a bilayer, the seal was checked by the recording of alamethicin channels (Suarez-Isla et al., 1983). In this case, the pipette was filled with 0.2 M KCl, 5 mM Hepes-Tris, pH 7.5, containing 100 ng/ml alamethicin. The same buffer without the protein was used to form the phospholipid monolayer. The electrical current through alamethicin channels recorded by means of the standard patch-clamp technique is shown in Fig. 8 and reveals the typical behavior generally observed in planar single bilayer structures.


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FIGURE 8   Record of current through alamethicin channels.

Lipids used in this investigation were dimyristoylphosphatidyl ethanolamine (DMPE), dimyristoylphosphatidylcholine (DMPC), and phosphatidic acid dipalmitoyl. These products were obtained from Sigma and used without any additional purification.

All the measurements were carried out in the temperature range from 5 to 35°C within 0.5°C. Movement of the pipette was obtained in a reproducible manner by means of a step-by-step dipper of the Langmuir-Blodget trough.

The lipid bilayer separates two aqueous phases conventionally defined as inner (the aqueous phase within the pipette) and outer medium (the external electrolyte solution). Pipettes were filled with an KCl electrolyte solution at different molarities between 0.02 and 0.2 M, whereas the outer medium was maintained at an ionic concentration of 0.02 M KCl.

To measure the electrical currents produced by KCl gradients under the influence of an external electrical field (up to ± 200 mV), the bilayers were formed with both the aqueous phases at an identical concentration, and the electrolyte concentration in the electrode pipette compartment was then varied by the addition of more concentrated salt solutions. The inner medium is the one to which a voltage is connected to the bilayer through an Ag/AgCl electrode, whereas the outer medium is connected to the ground through a second Ag/AgCl electrode. The voltage was applied to the electrode inside the pipette while the external electrode was grounded through the current amplifier.

Pipettes, made of hard glass capillaries (KG 33), were prepared immediately before use by means of vertical pipette puller (Model PP-83, Narishige, Japan) using the standard two-pull method. The heater current was adjusted to produce pipettes with a tip diameter in the range of 5-10 µm yielding an open tip resistance when measured in 0.02 M KCl, 10 mM Hepes-Tris, pH 7.5, of the order of 5-10 MOmega .

    RESULTS AND DISCUSSION
Top
Abstract
Introduction
Results & Discussion
Conclusion
Appendix
References

We will present here separately the results obtained for the three different systems investigated, i.e., a bilayer built up of DMPE molecules varying the concentration of KCl electrolyte solution from 0.02 to 0.2 M, a mixed bilayer built up of DMPC-DMPE mixtures at different compositions from 20:80% wt/wt to 80:20% wt/wt at a fixed ionic concentration (0.02 M KCl), and finally a mixed bilayer built up of DMPE-DPPA at a fixed composition (50:50% wt/wt) at different ionic concentrations (from 0.02-0.2 M KCl).

It must be noted that Eq. 13 gives the current density that flows through transient defects of the bilayer, whereas the measured current is related to the membrane surface selected by the area of the electrode tip we used, and consequently it depends on the average number of defects (pores) present. To make the comparison meaningful, the current in Eq. 13 must be multiplied by a factor that takes into account the surface of the bilayer investigated. However, the fitting procedure does not allow one to obtain a separate contribution of the rate constant Kch from the average concentration of defects eta , as well as this procedure is unable to distinguish between Kch and Ki, but it only gives the ratio Kch/Ki. Therefore (see Figs. 12, 15, and 18), we report the reduced rate constant eta Kch and the ratio Kch/Ki thus obtained from the fitting procedure we used. However, values of eta Kch of the order of 10-6 pmol/µm2 s as derived from our fitting procedure with a typical value of Kch = 10-5 pmol/s yield a pore density of about 108 pore/cm2 in good agreement with the values generally quoted for a lipid bilayer.

I-V curves in DMPE bilayers

The I-V curves of membranes formed in different gradients of KCl concentrations showed deviations from Ohm's law. The central portions of the curves are essentially ohmic, but at higher potential, marked deviations occur. Typical I-V curves are shown in Fig. 9 at two selected temperatures for different concentrations of the external medium in the range from 0.02-0.2 M. 


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FIGURE 9   I-V curves of DMPE bilayer at two different temperatures for different values of the ionic concentration from 0.02-0.2 M KCl. (down-triangle) 0.2 M; (triangle ) 0.1 M; (star ) 0.075 M; (open circle ) 0.05 M; (square ) 0.02 M.

In the region of each curve close to zero potential, the conductance G = (dI/dV)V=0 for all the ionic gradients investigated shows a more or less pronounced maximum in correspondence of the chain-melting phase transition temperature (Fig. 10), the magnitude of which is progressively decreased as the ionic concentration gradient is reduced from 0.2-0.02 M. This phospholipid undergoes a main transition at about T = 30°C. The mismatch in molecular packing between different coexisting regions (solid-like and liquid-like phases) with different structures could be invoked to justify an increase in the formation of water channels and consequently an increase in the ionic conductivity. The maximum of sodium permeability at the transition temperature of the bilayer found in different systems (Cevc, 1991) is in agreement with this hypothesis.


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FIGURE 10   Conductance G in the ohmic region of the I-V curves of the DMPE bilayer as a function of temperature, at different ionic concentration from 0.02-0.2 M KCl. (down-triangle) 0.2 M; (triangle ) 0.1 M; (star ) 0.075 M; (open circle ) 0.05 M; (square ) 0.02 M.

We will proceed now with the analysis of the observed I-V dependence on the basis of the statistical rate approach proposed by Skinner et al. (1993) and on the modified version of this theory (Eq. 13). We confine this analysis to the case Ki = Ke not equal  Kch that represents a relevant case of practical interest. For all the systems we considered, the Skinner model, Eq. 7 or equivalently Eq. 8, predicts deviation from an ohmic behavior more marked than that observed experimentally, whereas the modified version of the Skinner model is able to describe accurately the dependence of the current density upon the whole voltage range investigated. A typical example is shown in Fig. 11, in which we compare the experimental data for DMPE bilayer at the temperature of 5°C and ionic concentration of 0.1 M with the expected values on the basis of Eq. 7 (Skinner model) and Eq. 13 (modified Skinner model). As can be seen, Eq. 7 predicts a more marked deviation from an ohmic behavior and a conductance lower than that observed experimentally. On the contrary, with the same number of adjustable parameters, Eq. 13 is in good agreement with the measured values.


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FIGURE 11   I-V curve of DMPE bilayer at the temperature of 5°C and ionic concentration of 0.1 M, compared with the values calculated according to Eq. 7 (solid line, Skinner model) and to Eq. 13 (dotted line, modified Skinner model). Both of the models depend on four free parameters, the values of which, derived from the fitting procedure, are: Eq. 13, K+ ion, eta Kch = 0.085 pmol/µm2 s and Kch/Ki = 0.95; Cl- ion, eta Kch = 0.075 pmol/µm2 s and Kch/Ki = 1.0, and Eq. 7, K+ ion, eta Kch = 0.15 pmol/µm2 s and Ke = Ki = 0.75; Cl- ion, eta Kch = 0.095 pmol/µm2 s and Ke = Ki = 0.88. As can be seen, Eq. 13 gives a very good agreement over the whole potential interval investigated.

In order to gain additional information on the behavior of the conducting pores, we have analyzed the I-V curves on the basis of Eq. 13 written for the two ionic species present in the system (K+ and Cl-), and the parameters eta Kch and Kch/Ki = Kch/Ke have been derived by a nonlinear least-squares minimization. The results are shown in Fig. 12 as a function of temperature for the different ionic concentrations investigated (solid symbols refer to K+ ions and open symbols refer to Cl- ions). As can be seen, since the uncertainties on each parameter are rather large, no particular behavior as a function of temperature can be found. Nevertheless, it must be noted that the ratio Kch/Ki is approximately one both for K+ and Cl- ions, suggesting that the whole process occurs essentially with a single rate constant (the constant Kch). Moreover this parameter is largely independent of temperature, and the pore behaves similarly with respect to K+ and Cl- ions.


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FIGURE 12   Parameters eta Kch and Kch/Ki deduced from a nonlinear least-squares fit of Eq. 13 to the observed I-V curves of DMPE bilayer as a function of temperature for the various ionic concentrations investigated. Solid symbols refer to K+ ions: (bullet ) 0.02 M KCl; (black-square) 0.075 M KCl; (black-triangle) 0.05 M KCl; (black-diamond ) 0.1 M KCl; (black-down-triangle ) 0.2 M KCl. Open symbols refer to Cl- ions: (open circle ) 0.02 M KCl; (square ) 0.075 M KCl; (triangle ) 0.05 M KCl; (star ) 0.1 M KCl; (down-triangle) 0.2 M KCl.

On the basis of the results shown in Fig. 12, an additional analysis of the data has been carried out considering Kch = Ki, thus reducing the number of free parameters to two only. It must be noted that, under the condition Kch = Ki, Eq. 13 simplifies to
I=2zFK<SUB><UP>ch</UP></SUB><UP>sinh</UP><FENCE><FR><NU>V<SUB><UP>eff</UP></SUB></NU><DE>4</DE></FR></FENCE> (14)
No substantial improvement can be found in the behavior of Kch for both K+ and Cl- ions as a function of temperature.

In the limit of low potential phi , the conductance G should reflect the behavior of the rate Kch. This feature is not completely evidenced in the plot of Fig. 12, in which because of the large scattering of the data is not possible to obtain any dependence of Kch upon temperature.

In order to ascertain if a such correlation exists, we have investigated the conductometric behavior of bilayers built up with different phospholipids (DMPC and DMPE) having the same hydrophobic portion but different polar head groups and a phase transition temperature varying from about 23-30°C, depending on phospholipid composition.

I-V curves in DMPC-DMPE mixtures

In absence of an ionic concentration gradient across the bilayer (the molarity on both sides of the bilayer is maintained constant to the value of 0.02 M), we have varied the composition of the lipid phase, doping the DMPE bilayer with DMPC molecules at different concentrations from 20-80% wt/wt. The conductivity behavior of the resulting structure is shown in Fig. 13 in which the I-V curves are plotted at two different temperatures for various lipid compositions.


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FIGURE 13   I-V curves of bilayer built up with DMPC/DMPE mixture at two different temperatures (T = 5°C and T = 35°C) and various compositions: (open circle ) DMPE; (square ) DMPC/DMPE 20:80 (wt/wt); (star ) DMPC/DMPE 40:60 (wt/wt); (triangle ) DMPC/DMPE 60:40 (wt/wt); (down-triangle) DMPC/DMPE 80:20 (wt/wt); (