Journal of Molecular Graphics and Modelling 29 (2011) 591–596
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Journal of Molecular Graphics and Modelling
journal homepage: www.elsevier.com/locate/JMGM
How do carbon nanotubes serve as carriers for gemcitabine transport in a drug
delivery system?
Uthumporn Arsawang
a
, Oraphan Saengsawang
b,c
, Thanyada Rungrotmongkol
b,c
,
Purinchaya Sornmee
a
, Kitiyaporn Wittayanarakul
b,c,e
, Tawun Remsungnen
d
, Supot Hannongbua
b,c,∗
a
Department of Mathematics, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
b
Computational Chemistry Unit Cell, Department of Chemistry, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand
c
Center of Innovative Nanotechnology, Chulalongkorn University, Bangkok 10330, Thailand
d
Department of Mathematics, Faculty of Science, Khon Kaen University, Khonkaen 40002, Thailand
e
Program of Natural Resource and Environmental Management, School of Science and Technology, Khon Kaen University, Nongkhai Campus, Nongkhai 43000, Thailand
article info
Article history:
Received 24 June 2010
Received in revised form 1 November 2010
Accepted 1 November 2010
Available online 11 November 2010
Keywords:
Carbon nanotube
Gemcitabine
Drug delivery
Molecular dynamics simulations
Steered molecular dynamics simulations
abstract
Aiming at understanding the molecular properties of the encapsulation of the anticancer drug gem-
citabine in the single-walled carbon nanotube (SWCNT), molecular dynamics (MD) simulations were
applied to the two scenarios; that of gemcitabine filling inside the SWCNT, and that of the drug in the
free state. Inside the SWCNT, the cytosine ring of gemcitabine was found to form a – stacking confor-
mation with the SWCNT surface, and this movement is not along the centerline of the tube from one end
to the other of the tube where the distance from the center of gravity of the molecule to the surface is
4.7
˚
A. A tilted angle of 19
◦
was detected between the cytosine ring of gemcitabine and the inner surface of
SWCNT. In comparison to its conformation in the free form, no significant difference was observed on the
torsion angle between the five- (ribose) and the six- (cytosine) membered rings. However, gemcitabine
inside the SWCNT was found to have a lower number of solvating water molecules but with a stronger
net solvation than the drug in the free state. This is due to the collaborative interactions between gem-
citabine and the surface of the SWCNT. In addition, the steered molecular dynamics simulation (SMD)
approach was employed to investigate the binding free energy for gemcitabine moving from one end to
another end throughout the SWCNT. In excellent agreement with that yielded from the classical MD, the
SMD energy profile confirms that the drug molecule prefers to locate inside the SWCNT.
© 2010 Elsevier Inc. All rights reserved.
1. Introduction
Since the discovery of carbon nanotubes (CNTs) in 1991 [1], they
have been considered as the ideal material for a variety of applica-
tions owing to their unique properties. These properties include
their potential biocompatibility in pharmaceutical drug delivery
systems [2–4] and their excellent role as drug carriers with a highly
site-selective delivery and sensitivity [5–10]. To accelerate the opti-
mal development of CNT as a new effective drug transporter, it
is required to better understand the structural properties of the
drug–CNT complex.
As reported by the Centers for Disease Control and Preven-
tion (CDC), cancer is the second leading cause in the number of
deaths worldwide [11], and ovarian cancer, found in the female
∗
Corresponding author at: Computational Chemistry Unit Cell, Department of
Chemistry, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand.
Tel.: +66 22 187602; fax: +66 22 187603.
E-mail address: supot.h@chula.ac.th (S. Hannongbua).
reproductive malignant cells [12], is the fifth most common can-
cer. Gemcitabine, in combination with carboplatin, is the main
anticancer drug used to treat ovarian cancer [13]. Gemcitabine is
a pro-drug, and as the active di- and tri-phosphate nucleosides,
exhibits cell phase specificity, primarily killing cells undergoing
DNA synthesis (S-phase) and also blocking the progression of
cells through the G1/S-phase boundary. The cytotoxic effects of
gemcitabine are exerted through incorporation of gemcitabine
triphosphate (dFdCTP) into DNA, resulting in the inhibition of DNA
synthesis and induction of apoptosis. However, this is not cancer
cell specific and so the main problem, common to most cancer treat-
ments and therapy, is the serious side effects to normal cells. Bone
marrow toxicity is one such effect in patients who show adverse
reactions to gemcitabine. To avoid such effects, the development of
a drug delivery system to transport the drug molecules efficiently
and specifically to the targeted tumor cells, without harming the
surrounding tissue is one promising approach. This can lead to a
more sustained and localized delivery of the drug, reducing the
systemic loads and side effects to non-target cells. To this end CNTs
have been found to show good carrier properties by serving as a
1093-3263/$ – see front matter © 2010 Elsevier Inc. All rights reserved.
doi:10.1016/j.jmgm.2010.11.002