Breath Analysis of Lung Cancer Patients Using an Electronic Nose Detection System
Background. The measurement of gaseous compounds in exhaled breath, such as volatile organic compounds (VOCs), may provide a noninvasive technique for assessing lung pathology, some of which are associated with lung cancer (LC). VOC analysis is laborious while electronic noses are emerging as rapid...
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Published in | IEEE sensors journal Vol. 10; no. 9; pp. 1514 - 1518 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
New York
IEEE
01.09.2010
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
ISSN | 1530-437X 1558-1748 |
DOI | 10.1109/JSEN.2009.2038356 |
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Abstract | Background. The measurement of gaseous compounds in exhaled breath, such as volatile organic compounds (VOCs), may provide a noninvasive technique for assessing lung pathology, some of which are associated with lung cancer (LC). VOC analysis is laborious while electronic noses are emerging as rapid detectors of an array of gaseous markers recognizing a characteristic "smellprint." Objectives. To conduct a pilot breath analysis using an electronic nose to test the hypothesis that there would be significant differences in the smellprint patterns between newly diagnosed LC patients and control subjects. Methods. Eighty-nine subjects were recruited, consisting of nonsmokers (33), ex-smokers (11), smokers (18), patients with respiratory disorders (11), and LC patients (16). Subjects exhaled into gas-impermeable bags for offline eNose measurements with a six-channel electronic detection module ENS Mk 3 (E-Nose Pty, Sydney). The time-response curve from each channel was evaluated for four parameters: rate to peak height, peak height, rate to recovery, and area under the curve. Results. The results showed significant differences between lung cancer and control groups when measuring peak height in channel 1 (p = 0.025); rate to recovery in channel 3 (p = 0.045); and rate to peak height in channel 3 (p = 0.001). Conclusion. The results show promise in that there were significant differences in the smellprint of subjects with lung cancer compared with control subjects. Further standardization of the technique will assist in improving the sensitivity and specificity of the method, with potential to use the analysis in a number of diseases where characteristic signatures occur in the breath. |
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AbstractList | Background. The measurement of gaseous compounds in exhaled breath, such as volatile organic compounds (VOCs), may provide a noninvasive technique for assessing lung pathology, some of which are associated with lung cancer (LC). VOC analysis is laborious while electronic noses are emerging as rapid detectors of an array of gaseous markers recognizing a characteristic "smellprint." Background. The measurement of gaseous compounds in exhaled breath, such as volatile organic compounds (VOCs), may provide a noninvasive technique for assessing lung pathology, some of which are associated with lung cancer (LC). VOC analysis is laborious while electronic noses are emerging as rapid detectors of an array of gaseous markers recognizing a characteristic "smellprint." Objectives. To conduct a pilot breath analysis using an electronic nose to test the hypothesis that there would be significant differences in the smellprint patterns between newly diagnosed LC patients and control subjects. Methods. Eighty-nine subjects were recruited, consisting of nonsmokers (33), ex-smokers (11), smokers (18), patients with respiratory disorders (11), and LC patients (16). Subjects exhaled into gas-impermeable bags for offline eNose measurements with a six-channel electronic detection module ENS Mk 3 (E-Nose Pty, Sydney). The time-response curve from each channel was evaluated for four parameters: rate to peak height, peak height, rate to recovery, and area under the curve. Results. The results showed significant differences between lung cancer and control groups when measuring peak height in channel 1 (p = 0.025); rate to recovery in channel 3 (p = 0.045); and rate to peak height in channel 3 (p = 0.001). Conclusion. The results show promise in that there were significant differences in the smellprint of subjects with lung cancer compared with control subjects. Further standardization of the technique will assist in improving the sensitivity and specificity of the method, with potential to use the analysis in a number of diseases where characteristic signatures occur in the breath. |
Author | Jackson, Paul Tran, Vanessa H Hiang Ping Chan Lewis, Craig Thomas, Paul S Yates, Deborah Bell, Graham Thurston, Michelle |
Author_xml | – sequence: 1 givenname: Vanessa H surname: Tran fullname: Tran, Vanessa H email: vtra7907@uni.sydney.edu.au organization: Centre for Infection & Inflammation Res., Univ. of New South Wales, Randwick, NSW, Australia – sequence: 2 surname: Hiang Ping Chan fullname: Hiang Ping Chan email: z3134017@student.unsw.edu.au organization: Centre for Infection & Inflammation Res., Univ. of New South Wales, Randwick, NSW, Australia – sequence: 3 givenname: Michelle surname: Thurston fullname: Thurston, Michelle email: micht4@hotmail.com organization: Centre for Infection & Inflammation Res., Univ. of New South Wales, Randwick, NSW, Australia – sequence: 4 givenname: Paul surname: Jackson fullname: Jackson, Paul email: paul.jackson@canceraustralia.gov.au organization: Oncology Res. Centre, Prince of Wales Hosp., Randwick, NSW, Australia – sequence: 5 givenname: Craig surname: Lewis fullname: Lewis, Craig email: craig.lewis@sesiahs.health.nsw.gov.au organization: Dept. of Med. Oncology, Prince of Wales Hosp., Randwick, NSW, Australia – sequence: 6 givenname: Deborah surname: Yates fullname: Yates, Deborah email: deborahy88@hotmail.com organization: Dept. of Thoracic Med., St. Vincent's Hosp., Darlinghurst, NSW, Australia – sequence: 7 givenname: Graham surname: Bell fullname: Bell, Graham email: g.bell@e-nose.info organization: E-Nose Pty., Ltd., Eveleigh, NSW, Australia – sequence: 8 givenname: Paul S surname: Thomas fullname: Thomas, Paul S organization: Centre for Infection & Inflammation Res., Univ. of New South Wales, Randwick, NSW, Australia |
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SubjectTerms | Cancer detection Diseases Electronic nose Electronic noses Gas detectors Hospitals Lung cancer Lungs Medical diagnostic imaging Oncology Sensor arrays Volatile organic compounds |
Title | Breath Analysis of Lung Cancer Patients Using an Electronic Nose Detection System |
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