The use of linear theory, in particular, counterion
condensation (CC) theory, in describing electrophoresis of
polyelectrolyte chains, is criticized on several grounds. First, there
are problems with CC theory in describing the equilibrium distribution
of ions around polyelectrolytes. Second, CC theory is used to treat ion relaxation in a linear theory with respect to the polyion charge despite the fact that ion relaxation arises as a consequence of nonlinear charge effects. This nonlinearity has been well established by several investigators over the last 70 years for spherical, cylindrical, and arbitrarily shaped model polyions. Third, current use
of CC theory ignores the electrophoretic hindrance as well as the ion
relaxation for condensed counterions and only includes such
interactions for uncondensed counterions. Because most of the condensed
counterions lie outside the shear surface of the polyion (in the
example of DNA), the assumption of ion condensation is artificial and
unphysical. Fourth, the singular solution, based on a screened Oseen
tensor, currently used in the above mentioned theories is simply wrong
and fails to account for the incompressibility of the solvent. The
actual singular solution, which has long been available, is discussed.
In conclusion, it is pointed out that numerical alternatives based on
classic electrophoresis theory (J.T.G. Overbeek, Kolloid-Beih, 1943, 54:287-364
) are now available.
 |
INTRODUCTION |
Over the last few years, the electrophoretic
mobility of flexible polyions have frequently been interpreted in terms
of an approximate formalism (Manning, 1981
; Barrat and Joanny, 1996
) that combines bead hydrodynamics of the Oseen-Burgers-Kirkwood variety (Kirkwood, 1967
) and counterion condensation theory (Manning, 1978
). In the remainder of this work, this formalism shall be referred
to as the screened-Oseen, counterion condensation (SOCC) formalism. A
good example of the application of the SOCC approach is the recent
analysis of the free solution mobility of short DNA fragments (Mohanty
and Stellwagen, 1999
). It is our firm belief that there are some
serious problems with the SOCC formalism, and the primary purpose of
the present work is to call some of these problems to public attention.
A secondary objective is to point out that viable alternatives to the
SOCC approach are available.
 |
DISCUSSION |
In modeling the transport of flexible polymers, it is common
practice to model the polymer as a string of beads. Let
yi denote the position of bead
i, and Fi the force acting on
that bead. In the absence of external forces on the surrounding solvent, the fluid velocity at position x is (Barrat and Joanny, 1996
; Mohanty and Stellwagen, 1999
)
|
(1)
|
where O is the Oseen tensor given by
|
(2)
|
r = x
y,
r = |r|,
is the solvent viscosity,
I is the 3 by 3 identity tensor, and R is a
second rank tensor with the i, jth component
given by (R)ij = rirj/r2.
The SOCC formalism attempts to generalize this to the transport of
polyions. Let u(yi) denote the
velocity of bead i centered at
yi, then, for the special case of
electrophoresis (Barrat and Joanny, 1996
; Mohanty and Stellwagen,
1999
),
|
(3)
|
where Fj,ext is the external force on
bead j (the product of the effective charge on a single
bead, q, and the external field, E),
Fj,pol is the intramolecular force on bead
j, Fj,rand is the random force
on bead j due to diffusion, and
Ej,r represents the electric field at bead
location j due to the distortion of the ion atmosphere of
the polyion from its equilibrium value. Also,
T(x, y) denotes a screened Oseen
tensor given by (Manning, 1981
)
|
(4)
|
where O is again the Oseen tensor given by Eq. 2, and
|
(5)
|
where e is the protonic charge, D is the
dielectric constant, kB is
Boltzmann's constant, T is absolute temperature, and I is the ionic strength of the solvent. The screening
factor, e
r, appearing in Eq. 4,
is typical of solutions of the linearized Poisson-Boltzmann equation
that are valid when the mean surface potential of the polyion,
, is low.
Here, we feel it worthwhile to provide some background on the
electrophoresis of simple spherical polyions with uniform surface potential,
. This should serve as an aid in understanding the more
complex issues associated with electrophoresis of arbitrary charged
macromolecules, which the SOCC formalism is supposed to address.
Hückel (1924)
determined the velocity and pressure fields around
a charged spherical polyion and derived a simple expression for its
electrophoretic mobility. The assumption was made that the electric
field in the vicinity of the sphere was the sum of the electric field
due to the equilibrium charge distribution of the sphere and a uniform
external field, E. A similar model was formulated by Henry
(1931)
, but account was taken of the difference in conductivity of
solution and solid particle, and this difference distorts the electric
field around the polyion in much the same way that a dielectric
discontinuity between solid particle and fluid would. In both the
Hückel and Henry models, the distortion of the ion atmosphere
around the moving polyion, or ion relaxation, was ignored. Later,
Overbeek (1943)
accounted for ion relaxation and considered terms in
the surface potential up to order
3. To
first-order terms in
, Overbeek's results reduce to those of Henry,
and it is observed that the effects of ion relaxation start with the
higher, nonlinear terms that are proportional to
2 and
3. Thus,
Hückel and Henry were justified in using the equilibrium ionic
atmospheres around the moving sphere in their work, because ion
relaxation can be ignored provided the linearized Poisson-Boltzmann equation adequately describes the charge distribution around the spherical polyion. The criterion for this condition to be satisfied is
that |e
/kBT|
1. When
|e
/kBT| is not
small, the linearized Poisson-Boltzmann equation does not adequately
describe the charge distribution around a spherical polyion at rest,
and also ion relaxation becomes a significant factor in
electrophoresis. Finally, the effects of fluid flow and ion relaxation
are not simply additive, but entangled with one another in the
nonlinear terms. Booth (1950)
subsequently confirmed Overbeek's results.
In all continuum theories of electrophoresis that account for ion
relaxation and the coupled interactions of fluid, polyion, ion
atmosphere, and external electric field, it is necessary to solve
simultaneously the Navier-Stokes, Poisson, and ion transport equations. Provided the polyion is large relative to the mobile ions
(co- and counterions), it is a good approximation to ignore the
diffusion of the polyion relative to the small ions (Wiersema, 1964
).
Linearization of these equations with respect to the perturbing electric/flow fields is allowed provided the perturbing fields are
weak. However, linearization with respect to the equilibrium potential
of the polyion itself is only valid if the polyion is weakly charged.
This may indeed be valid in particular applications (|e
/kBT|
1), but if this is so, it also follows that ion relaxation should also
be negligible. In the formulation of Eq. 3, which is the fundamental
equation of the SOCC approach, linearization of the various field
equations is extensively carried out (Barrat and Joanny, 1996
). In
deriving an expression for the relaxation electric field around bead
j, Ej,r, ion densities derived from the linear Poisson-Boltzmann equation are first used in an approximate ion transport equation. (Incidentally, the ion transport equation used in Eq. B.2 of Barrat and Joanny (1996)
is incomplete because it ignores solvent convection. However, given other problems that we regard as much more serious, we shall not consider this oversight further in the present work.). The ion transport equation is
then again linearized with respect to the charge on each bead, q, which leads to Eqs. 7.1 and 7.2 of Barrat and Joanny
(1996)
, and Eqs. 8 and 9 of Mohanty and Stellwagen (1999)
. As we have emphasized above, however, ion relaxation becomes important when the
nonlinear terms in the electrostatic potential become important. Thus,
there is a fundamental inconsistency in using terms linear in
q to calculate relaxation electric fields. To be
self-consistent, the SOCC may be valid if it is applied to
polyelectrolytes where the monomer charges are low so that the
condition
|e
/kBT|
1 is indeed satisfied, but, in that case, all terms related to ion relaxation should be thrown out. For the case of double-stranded high
molecular-weight DNA,
|e
/kBT| is
approximately 3.0 in monovalent salt at room temperature (Schellman and
Stigter, 1977
), which clearly falls well outside the range of validity
of the linear PB equation.
It is at this point where counterion condensation theory enters the
SOCC formalism (Manning, 1981
). In counterion condensation theory
(Manning, 1978
) of a long linear polyion in the presence of one simple
salt, there are two kinds of counterions
"condensed" (if the
linear charge density of the polyion exceeds a certain threshold) and
"free." The argument has been advanced that the condensed ions do
not contribute to electrophoresis, but that the free ions do (Barrat
and Joanny, 1996
; Mohanty and Stellwagen, 1999
). In the SOCC approach,
the actual charge on each monomer is replaced by a much reduced
effective charge, which accounts for the absorption of the condensed
counterions by the line charge of the polyion. Only the uncondensed
counterions and the effective charges of the polyion are assumed to
contribute to electrophoresis. Then, if one accepts all of the
assumptions, linearization of the fields may be allowed. Aided by its
simplicity, the concept of counterion condensation has become firmly
embedded in biochemistry. A few cautionary remarks are in order here to
point out its nonphysical origin and technical flaws.
Condensation of counterions on highly charged cylindrical polyions is
assumed to avoid the infinite divergence of the phase integral
involving counterions (Manning, 1969
). However, such divergence occurs
only for the electrostatic potential field around a cylinder in the
absence of counterions. Whenever counterions, and common salt at
whatever low concentration, are present in the medium around the
cylinder, the potential field is changed in such a way that the phase
integral does not, in fact, diverge.
The distribution of the condensed counterions presents another problem.
It has been argued (Manning, 1977
) that condensed counterions are
distributed uniformly in solution in the immediate vicinity of the
polyion in a cylindrical volume, V. For example, for B-DNA,
V = 720 ml/mole DNA phosphate. With an average radius of 10 Å for the double helix, this corresponds to an outer radius of
the condensation volume of 17 Å. If the concentration of counterions in V is constant, then, following Boltzmann's law, the
electrostatic potential in the uniformly charged volume, V,
should also be constant. This, however, is contrary to Poisson's
equation of electrostatics, which says that the potential cannot be
constant in any charged region of the solution. This shows that the
counterion distribution in condensation theory violates some
fundamental physics. There are alternatives to counterion condensation
theory that have been very successful in describing equilibrium
properties of charged linear polyions (Anderson and Record, 1995
).
There is also a kinetic puzzle in condensation theory. Outside a solid
particle-solution interface, the local viscosity changes from a high
value to the viscosity of the bulk solution. It is customary to
contract this narrow region to a smooth surface enveloping the
particle, called the hydrodynamic shear surface. Solute transport properties are often interpreted in terms of the location of the shear
surface. A variety of experiments has shown that, for clay particles,
and also for micelles of sodium dodecyl sulfate, the shear surface is
located at 1 ± 1 Å from the particle-water interface (Stigter,
1982
). Modeling DNA as a cylinder, estimates of its hydrodynamic
diameter vary from 25 ± 1 Å, as derived from sedimentation of
high molecular weight DNA (Yamakawa and Fujii, 1973
), to 20 ± 1.5 Å, as derived from analysis of rotational and translational diffusion
constants of short DNA fragments (Eimer and Pecora, 1991
). Comparison
of a kinetic radius of about 11 Å with the outer radius of 17 Å of
its condensation volume suggests that most of the condensed counterions
lie well outside the shear surface of DNA. On physical grounds, one
would therefore expect most of the condensed counterions to undergo ion
relaxation. This is an inconsistency that is ignored in the SOCC approach.
In addition to these criticisms, we also feel that there is a serious
problem with Eq. 4. This screened Oseen tensor should be equivalent to
the singular solution of the velocity
(v(x, y)) and pressure
(p(x, y)) fields for an incompressible fluid of viscosity
at field position x due to a point charge of magnitude q at position
y in a uniform external electric field, E. Except
for the perturbation by the point charge, the solvent is taken to be at
rest. The assumption is also made that the point charge carries with it
an equilibrium ion atmosphere characterized by the
Debye-Hückel charge distribution,
|
(6)
|
It is also assumed that the perturbation of the solvent by the
point charge is weak enough that the singular velocity/pressure fields
are described by the linearized Navier-Stokes and solvent incompressibility equations,
|
(7a)
|
|
(7b)
|
The differential operators in Eqs. 7 act on field position
x. It has been claimed that the solution of Eqs. 7 for v(x, y) is (Barrat and Joanny, 1996
;
Mohanty and Stellwagen, 1999
)
|
(8)
|
where T is given by Eq. 4. In fact, this is not the
case that can readily be demonstrated by simply applying Eq. 7b to Eq. 8, which yields
q
e-
rr
· E/4
r2 instead of
zero. Physically, Eq. 8 fails to account for the incompressibility of
the solvent.
It is straightforward to deduce the actual singular solution of Eqs. 7a
and 7b from the early work of Hückel (1924)
. Also, we have
confirmed Hückel's results through an independent derivation, which yields
|
(9a)
|
|
(9b)
|
where
|
(10a)
|
|
(10b)
|
In the limit of zero salt, Eq. 10a reduces to the Oseen tensor,
Eq. 2. It may, in fact, be possible to adapt the SOCC approach using
the actual singular solutions given above, but that is beyond the scope
of the present work.
It is the combination of a large number of monomeric charges and high
average linear charge density that is responsible for the distinctive
molecular, thermodynamic, and transport properties of linear
polyelectrolytes. In a qualitative way, counterion condensation theory
has been of considerable value in helping our understanding of many of
these properties. Yet it remains an approximate device that should not
be used in serious quantitative theory. An alternative is based on the
Poisson-Boltzmann ionic atmosphere around charged particles in salt
solutions, the classic approach to electrophoresis (Hunter, 1981
).
Overbeek (1943)
gave the general formulation of the coupled
steady-state hydrodynamic and electrodynamic differential equations for
the transport and force fields around a charged particle in
electrophoresis with the appropriate boundary conditions. A number of
investigators (Overbeek, 1943
; Booth, 1950
; Wiersema, 1964
; Wiersema et
al., 1966
; O'Brien and White, 1978
), solved these equations for
charged spheres in salt solutions. This work was extended to long rods
(Stigter, 1978a
,b
) and to particles of arbitrary shape (Allison, 1996
).
The same formal approach was also followed in an analysis of the
electric polarizability of finite rods (Fixman and Jagannathan, 1981
).
Mohanty and Stellwagen (1999)
have recently considered how well the
SOCC approach fits the experimental mobility of DNA fragments as a
function of length. Figure 1 of their paper compares theoretical and
experimental mobilities as a function of fragment length. The
theoretical curve displays a much stronger length dependence than seen
experimentally. Figure 2 of their paper presents what appears to be
much better agreement after "scaling" the experimental data, but
the authors do not explain what they mean by this. Classical analyses
of the free solution electrophoretic mobility of hen eggwhite lysozyme
as a function of pH (Allison et al., 1997
) and of short DNA fragments
(20-30 bp) (Allison and Mazur, 1998
) have yielded good quantitative
agreement between theory and experiment.
 |
CONCLUSION |
In summary, we feel that the SOCC formalism is, at best, a
qualitative theory that has a flawed theoretical foundation for reasons
discussed above. Numerical alternatives (O'Brien and White, 1978
;
Stigter, 1978a
,b
; Allison, 1996
; Allison et al., 1997
; Allison and
Mazur, 1998
) that are grounded in the formal transport theory of
Overbeek (1943)
are now available.
S.A.A. would like to acknowledge National Science Foundation grant
MCB-9807541 for partial support of this work.
Address reprint requests to Stuart A. Allison, Department of Chemistry,
Georgia State University, Atlanta, GA 30303. Tel.: 404-651-1986; Fax:
404-651-1416; E-mail: chesaa{at}panther.gsu.edu and
stigter{at}laplace.ucsf.edu.