Gels 2022, 8, 96. https://doi.org/10.3390/gels8020096 www.mdpi.com/journal/gels
Article
Evidence of Many-Body Interactions in the Virial Coefficients
of Polyelectrolyte Gels
Ferenc Horkay
1,
* and Jack F. Douglas
2,
*
1
Section on Quantitative Imaging and Tissue Sciences, Eunice Kennedy Shriver National Institute of Child
Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
2
Material Measurement Laboratory, Materials Science and Engineering Division, National Institute of
Standards and Technology, Gaithersburg, MD 20899, USA
* Correspondence: horkayf@mail.nih.gov (F.H.); jack.douglas@nist.gov (J.F.D.)
Abstract: Simulation studies of aqueous polymer solutions, and heuristic arguments by De Gennes
for aqueous polyethylene oxide polymer solutions, have suggested that many-body interactions
can give rise to the ‘anomalous’ situation in which the second osmotic virial coefficient is positive,
while the third virial coefficient is negative. This phenomenon was later confirmed in analytic
calculations of the phase behavior and the osmotic pressure of complex fluids exhibiting coopera-
tive self-assembly into extended dynamic polymeric structures by Dudowicz et al. In the present
study, we experimentally confirm the occurrence of this osmotic virial sign inversion phenomenon
for several highly charged model polyelectrolyte gels (poly(acrylic acid), poly(styrene sulfonate),
DNA, hyaluronic acid), where the virial coefficients are deduced from osmotic pressure measure-
ments. Our observations qualitatively accord with experimental and simulation studies indicating
that polyelectrolyte materials exhibit supramolecular assembly in solution, another symptomatic
property of fluids exhibiting many-body interactions. We also find that the inversion in the varia-
tion of the second (A2) and third (A2) virial coefficients upon approach to phase separation does not
occur in uncharged poly(vinyl acetate) gels. Finally, we briefly discuss the estimation of the os-
motic compressibility of swollen polyelectrolyte gels from neutron scattering measurements as an
alternative to direct, time-consuming and meticulous osmotic pressure measurements. We con-
clude by summarizing some general trends and suggesting future research directions of natural
and synthetic polyelectrolyte hydrogels.
Keywords: polyelectrolyte gel; phase separation; salt; multivalent ions; osmotic swelling pressure;
osmotic compressibility; small angle neutron scattering; osmotic virial coefficient; swell-
ing-deswelling transition
1. Introduction
The phase behavior of materials ranging from gases to polymer solutions and gels,
can often be understood semi-quantitatively in terms of the first few virial coefficients
quantifying intermolecular interaction strength in the limit of low concentration [1–5].
The second (A2) and third (A3) virial coefficients, or their equivalent χi -interaction pa-
rameters in a polymer solution context [6,7], have correspondingly been adopted as
measures of intermolecular interactions having fundamental significance for materials
classification, design, and characterization [8]. It is often implicit in this type of descrip-
tion of phase behavior that the interactions between the molecules can be described by a
single pairwise decomposable interactions such as well-known Lennard-Jones or
square-well potentials. However, it is not clear if patterns of phase behavior based on this
type of ‘simple fluid’ apply to ‘complex liquids’, such as ionic and polyelectrolyte solu-
tions, polyelectrolyte gels, etc. In these systems, many-body interactions associated with
Citation: Horkay, F.; Douglas, J.F.
Evidence of Many-Body Interactions
in the Virial Coefficients of
Polyelectrolyte Gels. Gels 2022, 8, 96.
https://doi.org/10.3390/gels8020096
Academic Editor: Annarosa
Gugliuzza
Received: 30 December 2021
Accepted: 2 February 2022
Published: 4 February 2022
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