Journal of Chromatography B, 931 (2013) 90–96
Contents lists available at SciVerse ScienceDirect
Journal of Chromatography B
j ourna l h o mepa ge: www.elsevier.com/locate/chromb
Volatile biomarkers from human melanoma cells
Jae Kwak
a
, Michelle Gallagher
a
, Mehmet Hakan Ozdener
a
, Charles J. Wysocki
a,b
,
Brett R. Goldsmith
c
, Amaka Isamah
a
, Adam Faranda
a
, Steven S. Fakharzadeh
d
,
Meenhard Herlyn
e
, A.T. Charlie Johnson
c
, George Preti
a,d,∗
a
Monell Chemical Senses Center, 3500 Market Street, Philadelphia, PA 19104, USA
b
Department of Animal Biology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
c
Department of Astronomy and Physics, University of Pennsylvania, Philadelphia, PA 19104, USA
d
Department of Dermatology, School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
e
Wistar Institute, Philadelphia, PA 19104, USA
a r t i c l e i n f o
Article history:
Received 3 December 2012
Accepted 13 May 2013
Available online xxx
Keywords:
Volatile organic compounds
Gas chromatography–mass spectrometry
Melanoma
Carbon nanotubes
Volatile metabolome
a b s t r a c t
Dogs can identify, by olfaction, melanoma on the skin of patients or melanoma samples hidden on healthy
subjects, suggesting that volatile organic compounds (VOCs) from melanoma differ from those of normal
skin. Studies employing gas chromatography–mass spectrometry (GC–MS) and gas sensors reported
that melanoma-related VOCs differed from VOCs from normal skin sources. However, the identities of
the VOCs that discriminate melanoma from normal skin were either unknown or likely derived from
exogenous sources. We employed solid-phase micro-extraction, GC–MS and single-stranded DNA-coated
nanotube (DNACNT) sensors to examine VOCs from melanoma and normal melanocytes. GC–MS revealed
dozens of VOCs, but further analyses focused on compounds most likely of endogenous origin. Several
compounds differed between cancer and normal cells, e.g., isoamyl alcohol was higher in melanoma cells
than in normal melanocytes but isovaleric acid was lower in melanoma cells. These two compounds
share the same precursor, viz., leucine. Melanoma cells produce dimethyldi- and trisulfide, compounds
not detected in VOCs from normal melanocytes. Furthermore, analyses of the total volatile metabolome
from both melanoma cells and normal melanocytes by DNACNT sensors, coupled with the GC–MS results,
demonstrate clear differences between these cell systems. Consequently, monitoring of melanoma VOCs
has potential as a useful screening methodology.
© 2013 Elsevier B.V. All rights reserved.
1. Introduction
Skin cancer is the most common form of cancer in the United
States, and it is divided into 3 types: basal cell carcinoma (BCC),
squamous cell carcinoma (SCC) and melanoma [1]. BCC is the most
frequent skin cancer and rarely spreads (“metastasizes”) to other
parts of the body. BCC accounts for about 80% of all diagnosed skin
cancers, followed by SCC, which accounts for about 16% of skin can-
cers [2]. SCC requires early treatment to prevent metastasis. More
than 2 million cases of BCC and SCC occur annually in the United
States alone [3]. Melanoma is the deadliest form of skin cancer
Abbreviations: VOCs, volatile organic compounds; GC–MS, gas chromatography–
mass spectrometry; DNACNT, DNA-coated nanotube; BCC, basal cell carcinoma; SCC,
squamous cell carcinoma; SPME, solid phase micro-extraction; e-nose, electronic
nose; CNT, carbon nanotube; CNT FET, carbon nanotube field effect transistors; ss-
DNA, single strand DNA; RGP, radial growth phase; VGP, vertical growth phase; Mm,
metastatic melanoma; TIC, total ion chromatogram.
∗
Corresponding author at: Monell Chemical Senses Center, 3500 Market Street,
Philadelphia, PA 19104, USA. Tel.: +1 267 519 4920; fax: +1 215 898 2084.
E-mail addresses: preti@monell.org, preti@pobox.upenn.edu (G. Preti).
because it can rapidly spread to other parts of the body. In the
United States, it is estimated that more than 76,000 people will be
diagnosed with, and about 9000 patients will die from, melanoma
in 2012 [4]. Skin cancer is highly curable when detected early and
treated properly. Melanoma is also highly curable if limited to the
outermost layers of the skin. Thus, early detection of skin carci-
noma is critical and various diagnostic imaging techniques have
been proposed [5]. Currently, early detection of skin carcinoma is
accomplished primarily through a visual exam, imaging techniques
and biopsy of any suspected areas. Biopsy is invasive and usually
requires examination by a pathologist. A recent review cites the
large increase in the use of reflectance confocal microscopy and
dermoscopy in situ for diagnosis of primary melanoma and other
skin diseases [6]. Sophisticated imaging technologies such as these
provide spatial and diagnostic information that will aid the spe-
cialist (dermatologist, cosmetic surgeon) in surgery. In addition,
the most recent sophisticated versions of these techniques, which
have been practiced for many years, are still “emerging” and even
after they do mature to a role in the clinic, they may be too expen-
sive and require specialized training for general screening use, such
as by primary care physicians or nursing home physicians.
1570-0232/$ – see front matter © 2013 Elsevier B.V. All rights reserved.
http://dx.doi.org/10.1016/j.jchromb.2013.05.007