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Early Detection of Cancer Biomarkers at the Highest Level of Confidence
Using Exhaled Breath: Fourier Transform Ion Cyclotron Resonance Mass
Spectrometry and Biosensors Designed by Nature
Touradj Solouki, Michael F. McCulloch, James C. Walker, and
Unyime O. Nseyo
The following paper was presented at "The Emerging Role of
Screening and Prevention
in Women's Cancers," May 4th and 5th, 2006, at the New York
University School Of Medicine sponsored by the Lynne Cohen Foundation. Click
here to download our detailed project display.
Early detection of any cancer disease is one of the most important factors
contributing to patient survival. For example, while the 5-year survival
rates in women diagnosed with localized ovarian epithelial cancer is
94%, only 19% of women have their disease detected at this stage. 5-year
survival decreases to 69% with regional metastasis and 29% with distant
metastasis. Hence early diagnosis is critical. However, tests currently
in use for diagnosis of ovarian cancer, serum marker CA 125, transvaginal
ultrasound, and pelvic examinations, have both high false-negative and
false positive rates. False negatives would fail to find disease early,
and false-positives may lead to anxiety and invasive diagnostic tests
and unnecessary oophorectomies.
With breast cancer, 5-year survival for localized disease is 98%. This
decreases to 80% with regional metastasis and 26% with distant metastasis.
However, false-positive rates of mammographic screening for breast cancer
can reach 15%, leading to patient distress and additional costs of care.
Every $100 spent for mammographic screening incurs an estimated $33 to
evaluate false-positive results. As many as 50% of women will have at
least one false-positive mammogram in a 10 year period of screening,
and a 20% chance of a false-positive leading to unnecessary biopsy. False-negative
results are most likely in women with dense fibrous breast tissue or
whose fast-growing cancers become symptomatic between screening intervals.
These problems can be greatly lessened through an innovative method,
the chemical sensing/identification of biomarkers in exhaled breath
condensate (EBC). Both trained dogs and conventional gas chromatography
mass spectrometry (GC/MS) can distinguish breast cancer patients from
controls using breath samples. However, the confident identification
of unknown biomarkers with a GC/MS requires detectors with high sensitivity,
mass resolving power, and mass measurement accuracy. A novel preconcentrator
gas chromatography Fourier transform Ion Cyclotron Resonance Mass Spectrometer
(PC/GC/FT-ICR MS) coupled with a cryofocuser inlet has been constructed
in Dr. Solouki's laboratories to specifically address the above
mentioned issues.
With the financial support (~ $750,000) from the Defense Advanced Research
Projects Agency (DARPA), Dr. Solouki's team at the University of
Maine has developed the first state-of-the-art PC/GC
FT-ICR MS to acquire "sampleprints" and
identify human exhaled breath (HEB) biomarkers for early detection of
human diseases. Currently, this high performance GC/FT-ICR coupled
with a sample "cryofocuser" is the only system of its kind
worldwide and ideal for "fingerprinting" complex sample mixtures
at the highest level of confidence. With additional financial support
from the National Science Foundation (NSF), the PC/GC/FT-ICR MS capabilities
were enhanced to establish a "Gold Standard" protocol to evaluate
analytical performances of conventional sensors. The PC/GC/FT-ICR MS
research has allowed the scientists in Maine to enhance detection limits,
beat the GC/MS world record for ultrahigh mass resolving power by an
order of magnitude, and identify unique biomarkers for bacterial differentiation.
The unmatched analyte specificity offered by the multidimensional PC/GC/FT-ICR
MS combined with the in-house developed trainable software packages such
as Mass Identification Smart Tool (MIST) reduces/eliminates chemical
misidentifications and is ideal for biomarker identification.
In this talk, advantages of these cutting-edge technologies in conjunction
with the use of biological sensors, such as dogs, to advance cancer research
and biomarker identification for noninvasive/early detection and screening
of women cancers will be presented. A collaborative team of investigators
from University of Maine, Florida State University, and Pine Street Foundation
is seeking to understand precisely what compounds the dogs are smelling,
and to then use that information to develop an "electronic nose" that
can help in accurate, non-invasive early diagnosis.
Citation: Solouki T, McCulloch MF, Walker JC, Nseyo NO. Early
detection of cancer biomarkers at the highest level of confidence using
exhaled breath: Fourier Transform Ion Cyclotron Resonance Mass Spectrometry
and biosensors designed by nature.
Touradj Solouki: University of Maine, Orono ME 04469
Michael F. McCulloch: Pine Street Foundation, San Anselmo, CA 94960
James C. Walker: Florida State University, Tallahassee FL 32310
Unyime O.
Nseyo: NF/SG Veterans Health System, Gainesville, FL 32601
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