Calculating the Hydrodynamic Volume of Poly(ethylene oxylated)
Single-Walled Carbon Nanotubes and Hydrophilic Carbon Clusters
Alfredo D. Bobadilla,
†,‡
Errol. L. G. Samuel,
¶
James M. Tour,*
,¶,∥,⊥
and Jorge M. Seminario*
,†,‡,§
†
Department of Chemical Engineering,
‡
Department of Electrical and Computer Engineering, and
§
Materials Science and
Engineering Graduate Program, Texas A&M University, College Station, Texas 77843, United States, and
¶
Department of
Chemistry,
∥
Department of Mechanical Engineering and Materials Science, and
⊥
Smalley Institute for Nanoscale Science and
Technology, Rice University, 6100 Main Street, Houston Texas 77005, United States
ABSTRACT: Poly(ethylene glycol) (PEG) functionalization
of carbon nanotubes (CNTs) is widely used to render CNTs
suitable as vectors for targeted drug delivery. One recently
described PEGylated version uses an oxidized single-walled
carbon nanotube called a hydrophilic carbon cluster (HCC).
The resulting geometric dimension of the hybrid PEG−CNT
or PEG−HCC is an important factor determining its ability to permeate the cellular membrane and to maintain its blood
circulation. Molecular dynamics (MD) simulations were performed to estimate the maximum length and width dimensions for a
PEGylated single-walled carbon nanotube in water solution as a model for the PEG−HCC. We ensured maximum PEGylation
by functionalizing each carbon atom in a CNT ring with an elongated PEG molecule, avoiding overlapping between PEGs
attached to different CNT rings. We suggest that maximum PEGylation is important to achieve an optimal drug delivery platform.
■
INTRODUCTION
Carbon nanotubes constitute an emerging class of drug delivery
platforms.
1,2
The very small dimension of carbon nanotubes,
especially in the radial direction, ensures efficient circulation
through blood.
3
A very effective version of this consists of
shortened (40−60 nm long) oxidized carbon nanotubes
4,5
to
which solubilizing addends,
6
namely 5000 molecular weight
poly(ethylene glycol) moieties, have been attached.
7
The entire
constructs are termed poly(ethylene glycol)-functionalized hydro-
philic carbon clusters (PEG−HCCs) and these have recently been
shown to have enormous efficacy and ultralow toxicity.
8,9
These
PEG−HCCs are very short compared to the CNTs used in earlier
studiesthey are short enough that they show efficient clearance
via the kidneys and nontoxicity in mammalsand are proving to
be exceedingly effective for in vitro and in vivo drug delivery.
10−12
A considerable number of drugs with high therapeutic efficacy
are of hydrophobic nature.
13,14
We would expect some affinity
of these drugs to CNTs, as CNTs themselves are inherently
hydrophobic.
15
In addition, in order to maintain the properties of
these drugs, it is preferable that they be noncovalently loaded
onto the CNT construct.
7,16
Studies of hydrophobicity in toxicity
prediction were performed by Cronin
17
and Moyano et al.;
18
however, further research is needed to explore biological res-
ponses to carbon nanomaterials. Fortunately, PEG has excellent
solubility in water, and CNT functionalization with PEG imparts
increased solubility in water solutions as well as reduced toxi-
city.
19
We therefore expect PEG−CNT constructs to have
strategically localized hydrophobic and hydrophilic sites, making
them excellent therapeutic carriers. HCCs do in fact have hydro-
phobic domains which ensure drug sequestration, but they also
have oxidized sites for covalent PEG attachment. PEG−HCCs
have demonstrated very high effectiveness for both untargeted
and antibody-targeted delivery, but little is known regarding their
actual hydrodynamic volume when water-association is man-
ifested. This question is addressed here using a shortened single-
walled carbon nanotube as the central core and PEG addends.
Molecular simulations provide complementary information to
experimental techniques by enabling the analysis of the structure
and fast dynamics with atomistic detail.
20−22
Classical molecular
dynamics simulations are playing an increasingly important role
in drug discovery
23,24
to the point that they are becoming essen-
tial and not just complementary. Simulation techniques are used
for example in the identification of binding sites
25
and prediction
of ligand binding energies
26,27
and to understand the atomistic
energetics and mechanics of binding.
28
CHARMM is a widely
used force field for molecular dynamics simulations and it has been
parametrized for di fferent types of biological molecules,
29−31
for
ethers (CHARMM35),
32
for hybrid nanomaterials
33−35
and recently
also for drug-like molecules.
36
A revised version CHARMM-35r for
ethers reported by Lee et al.,
37
refitted the OCCO dihedral potential
energy, yielding excellent agreement with experiment for persistence
lengths and hydrodynamic radii at high and low molecular weights.
In the present work, we perform molecular dynamics calcula-
tions on a PEG 114-mer in water to obtain a PEG with globular
shape. This 114-mer affords a 5040 molecular weight chain, the
typical chain length found in PEG−CNTs for biological applica-
tions.
7,16
We then analyze the maximum number of PEG mole-
cules that can possibly be covalently linked to a CNT sidewall.
Finally, after equilibration at room temperature, we analyze the
geometry of the PEG−CNT construct.
Received: May 31, 2012
Revised: December 2, 2012
Article
pubs.acs.org/JPCB
© XXXX American Chemical Society A dx.doi.org/10.1021/jp305302y | J. Phys. Chem. B XXXX, XXX, XXX−XXX