Title :
Development of an electronic nose for detection and discrimination of exhaled breath of hepatocellular carcinoma patients
Author :
Seesaard, Thara ; Khunarak, Chayanin ; Kerdcharoen, Teerakiat ; Kitiyakara, Taya
Author_Institution :
Mater. Sci. & Eng. Programme, Mahidol Univ., Bangkok, Thailand
Abstract :
An electronic nose (E-nose) has been designed and fabricated for detection of liver cancer based on measurement of the volatiles in the exhaled breath. This e-nose system is in the form of a briefcase, practical for adoption in both clinical and on field uses. The sensing unit is based on eight commercial metal oxide semiconductor gas sensors that are sensitive to a broad range of volatile chemicals, such as ammonia, sulfides, alcohol and hydrocarbons, sufficient to cover the chemical species contained in the human exhaled breath. Delivery of the odor samples to e-nose can be done easily by collecting the exhaled molecules from face mask worn by patients for several minutes. We have demonstrated the preliminary performance of this portable e-nose by comparing the odor of the breath based on two groups of people, patients diagnosed with hepatocellular carcinoma (HCC) and healthy control. It was found that this e-nose can discriminate the patterns of volatile organic compounds (VOCs) from these two groups, as analyzed by the principal component analysis (PCA). With further validation and development, this e-nose may become very useful for monitoring the exhaled as a screening device for detecting patients with early stage liver cancer. Such a device would help reduce the high mortality associated with this disease.
Keywords :
ammonia; cancer; electronic noses; medical control systems; patient diagnosis; principal component analysis; sulphur compounds; alcohol; ammonia; commercial metal oxide semiconductor gas sensor; e-nose system; electronic nose; exhaled breath detection; exhaled breath discrimination; hepatocellular carcinoma; hepatocellular carcinoma patient; human exhaled breath; hydrocarbons; liver cancer detection; principal component analysis; sulfides; volatile chemical; volatile organic compounds; Cancer; Electrical resistance measurement; Electronic noses; Gas detectors; Pollution measurement; Principal component analysis; Electronic nose; PCA; cancer detection; exhaled breath; gas sensors; volatile organic compounds (VOCs);
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
DOI :
10.1109/ICSMC.2012.6377969