Dissipative Particle Dynamics Simulations of Polymersomes
Vanessa Ortiz,*
,‡,§,|
Steven O. Nielsen,
‡,|
Dennis E. Discher,
§,|
Michael L. Klein,
‡,|
Reinhard Lipowsky,
²
and Julian Shillcock
²
Max Planck Institute of Colloids and Interfaces Golm, D-14424 Potsdam, Germany, Center for Molecular
Modeling, Department of Chemistry, Biophysical Engineering Lab, Department of Chemical & Biomolecular
Engineering, and Laboratory for Research on the Structure of Matter, UniVersity of PennsylVania,
Philadelphia, PennsylVania 19104-6202
ReceiVed: March 11, 2005; In Final Form: July 25, 2005
A DPD model of PEO-based block copolymer vesicles in water is developed by introducing a new density
based coarse graining and by using experimental data for interfacial tension. Simulated as a membrane patch,
the DPD model is in excellent agreement with experimental data for both the area expansion modulus and
the scaling of hydrophobic core thickness with molecular weight. Rupture simulations of polymer vesicles,
or “polymersomes”, are presented to illustrate the system sizes feasible with DPD. The results should provide
guidance for theoretical derivations of scaling laws and also illustrate how spherical polymer vesicles might
be studied in simulation.
I. Introduction
Membranes composed of pure phospholipid have been studied
since the 1960s
1,2
and simulated in atomistic detail for about a
decade.
3
Membranes composed of purely synthetic polymer have
been studied experimentally for less than a decade
4-10
and,
because of the higher molecular weight (M) of the amphiphilic
polymers (>kDa) compared to lipids (<kDa), polymer mem-
branes have only recently been simulated.
11-13
In practice,
polymer vesicles appear to have advantages over lipid vesicles
because the physicochemical properties of “polymersomes” are
more widely tunable. Specifically, the membrane elasticity,
stability, permeability, and thickness are easily controlled by
varying the molecular weight of the blocks. In addition,
controlled degradability can be incorporated by the addition of
hydrolyzable monomers. Sufficiently hydrophilic monomers can
form blocks with variable hydrophobicity based on the molecular
weight, namely at low M the block will be water soluble but at
high M it can form the hydrophobic core of diblock (self-
assembling) vesicles.
14
As with lipids, the more hydrophobic segments of amphiphilic
block copolymers exclude water and form a melt whereas the
hydrophilic chains hydrate. This aqueous environment alters the
behavior from diblock melts, which historically have been the
focus of theoretical efforts. Although theoretical discussions of
polymer membranes and property scaling
15
predate even the first
experiments,
10
these have always been based on the melt
derivations. Indeed, now that the variability in structure and
properties of polymer membranes with M is beginning to be
elucidated experimentally,
16-21
it has become apparent that the
theory does not adequately describe aqueous systems. The
essential physical properties of these systems are due to the
balance between the tendency of the components to phase
separate into a hydrated component and a melt, and the chemical
bond attaching the blocks together. A simple model that only
incorporates these effects and is still capable of capturing the
experimental scaling relations would be of great value in
developing a theoretical description.
Recent simulations of polymer membranes have exploited
coarse grained molecular dynamics (CGMD)
12,13
but have
proven unable to span much of the M range of experiments let
alone demonstrate vesicle formation. Simulations of systems
whose natural length scales far exceed those of traditional
atomistic computations is perhaps better met today by the
method of dissipative particle dynamics (DPD).
22
The interaction
parameters for DPD simulations consist of one parameter for
each species that determines the single component fluid’s
compressibility, an intramolecular part capturing the connectiv-
ity, and an intermolecular part that uses a single parameter for
each pair of species to describe their mutual solubility. The link
between the tendency of the species to phase separate and their
mutual solubility is provided by the liquid-liquid interfacial
tension that can be used directly as a fitting parameter.
23
While
a CGMD model with a mapping of approximately three heavy
atoms for every coarse grained site offers a speedup of 10
5
over
fully atomistic molecular dynamics (AAMD),
24
the same
mapping in the DPD framework provides an increase in
efficiency of 10
6
largely because the interactions have a shorter
cutoff. Figure 1 illustrates the length scales accessible to the
different techniques with the above mapping at reasonable
computational cost for a moderate molecular weight diblock
copolymer. In DPD, this copolymer can make a closed vesicle.
Here we have constructed a model in the DPD framework
for aqueous poly(ethylene oxide)-polyethylethylene (PEO-
PEE) diblock copolymer vesicles by incorporating intramolecu-
lar data from atomistic simulations and intermolecular data from
experimental interfacial tensions. Elastic properties of the
membrane were used to evaluate two coarse graining schemes
for DPD. The conventional coarse graining of three water
molecules and one monomer per interaction site gave unphysical
results, but elasticities obtained with a new mapping based on
* Address correspondence to this author. E-mail: vaortiz@seas.upenn.edu.
²
Max Planck Institute of Colloids and Interfaces Golm.
‡
Center for Molecular Modeling, Department of Chemistry, University
of Pennsylvania.
§
Biophysical Engineering Lab, Department of Chemical & Biomolecular
Engineering, University of Pennsylvania.
|
Laboratory for Research on the Structure of Matter, University of
Pennsylvania.
17708 J. Phys. Chem. B 2005, 109, 17708-17714
10.1021/jp0512762 CCC: $30.25 © 2005 American Chemical Society
Published on Web 08/30/2005