PHYSICAL REVIEW E 85, 051402 (2012)
Pressure and density scaling for colloid-polymer systems in the protein limit
Nathan A. Mahynski, Thomas Lafitte, and Athanassios Z. Panagiotopoulos
*
Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey 08540, USA
(Received 22 February 2012; published 11 May 2012)
Grand canonical Monte Carlo and histogram reweighting techniques are used to study the fluid-phase behavior
of an athermal system of colloids and nonadsorbing polymers on a fine lattice in the “protein limit,” where
polymer dimensions exceed those of the colloids. The main parameters are the chains’ radius of gyration, R
g
, the
diameter of the colloids, σ
c
, and the monomer diameter, σ
s
. The phase behavior is controlled by the macroscopic
size ratio, q
r
= 2R
g
/σ
c
, and the microscopic size ratio, d = σ
s
/σ
c
. The latter ratio is found to play a significant
role in determining the critical monomer concentration for q
r
4 and the critical colloid density for all chain
lengths. However, the critical (osmotic) pressure is independent of the microscopic size ratio at all macroscopic
size ratios studied. Quantitative agreement is observed between our simulation results and experimental data. We
scale our results based on the polymer correlation length, which has previously been suggested to universally
collapse these binodals [Bolhuis et al., Phys. Rev. Lett. 90, 068304 (2003); Fleer and Tuinier, Phys. Rev. E
76, 041802 (2007)]. While the density binodals exhibit universal characteristics along the low-colloid-density
branch, such features are not present in the corresponding high-density phase. However, pressure binodals do
collapse nicely under such a scaling, even far from the critical point, which allows us to produce a binodal curve
whose shape is independent of either size ratio.
DOI: 10.1103/PhysRevE.85.051402 PACS number(s): 82.70.−y, 64.75.Gh, 64.70.pv, 64.70.km
I. INTRODUCTION
The addition of nonadsorbing polymers to a suspension of
colloids has long been known to give rise to an effect known as
depletion. This phenomenon, first described theoretically by
Asakura and Oosawa [1,2], arises as nearby colloids mutually
exclude polymers from within their overlapping depletion
radii, creating an osmotic pressure imbalance between the
locally polymer depleted region and the bulk. This creates an
effective attraction between the suspended colloids which can
induce phase separation into colloidal liquid-like and vapor-
like phases. This is a highly advantageous system to study
not only for its applications in industrial [3] and biological [4]
settings, but also because it represents a controllable model for
fluids. While molecular fluids have intermolecular forces fixed
by their structural and electronic properties, colloid-polymer
systems allow the experimentalist to tune these interactions
for a wide array of technological applications [5].
As originally surmised by Asakura and Oosawa, these
effects also play an important role in biochemical systems,
though their significance is only now beginning to be fully ap-
preciated [6]. While a single depletion interaction between two
colloids may only be of the order of one k
B
T , many such inter-
actions may work in concert, with a total energy comparable to
that of a hydrogen bond in a protein. For instance, it has been
demonstrated that depletion forces play a role in actin dimer-
ization and bundling, and the addition of noninteracting crowd-
ing agents, such as polysaccharides, has been shown to increase
the refolding rates of proteins, such as hen lysozyme, two to
five times times over its uncrowded state [7]. In fact, the com-
mon practice of adding large macromolecules to assist in the
crystallization of smaller proteins has given the “protein limit”
its moniker [8]. Due to the ubiquity of depletion, the need to
understand the underlying physics becomes readily apparent.
*
azp@princeton.edu
Typically, colloid-polymer systems are characterized by the
ratio q
r
= 2R
g
/σ
c
, where R
g
is the polymer’s radius of gyra-
tion, generally estimated in its pure or reservoir state, and σ
c
is
the colloid diameter. In the “colloid limit” (q
r
< 1), polymer
dimensions are smaller than those of the colloid and their
internal degrees of freedom are often negligible. As a result,
coarse-graining the polymers has proven to be a successful
technique in this limit. In the less explored “protein limit”
(q
r
> 1), where polymer dimensions exceed those of the col-
loid, neglecting these degrees of freedom is less appropriate.
Investigations in this limit can be rather tedious as monomer
interactions, solvent quality, and many-body effects become
increasingly important [9–14]. Nonetheless, this limit is at
least as important as the colloid limit for many applications.
Early scaling analysis of the protein limit led many to
believe widespread miscibility would be observed [15,16],
until it was later shown that such mixtures do, in fact, phase
separate [17,18]. In the protein limit, phase separation is
observed at much higher polymer concentrations than in the
colloid limit. Due to increased polymer-polymer interactions
at these concentrations, the characteristic interaction length
scale (depletion radius) is reduced from the polymer’s radius
of gyration to its correlation length, ξ [15]. As a result, the
phase behavior shifts from being governed by the chain length
(in the colloid limit) to the polymer volume fraction (in the
protein limit).
With sufficiently short-ranged attractions or high enough
packing densities, fluid-fluid coexistence becomes metastable
with respect to a fluid-solid transition [12,19–21]. Estimates
of this limit in terms of q
r
range from roughly 0.15 for
purely pairwise interactions [19] to approximately 0.32 for
perturbation [20] and free volume theories [21] and up to 0.45
for lattice simulations [22]. In the protein limit q
r
is in sufficient
excess of these estimates, so we restrict our considerations in
this report to fluid-fluid phase behavior only.
Many theories have been proposed to describe the
phase behavior of colloid-polymer systems, including
051402-1 1539-3755/2012/85(5)/051402(9) ©2012 American Physical Society