Title :
Detection volatile organic compounds in breath as markers of lung cancer using a novel electronic nose
Author :
Yu, Hao ; Xu, Liang ; Mingfu Cao ; Xing Chen ; Wang, Ping ; Jiao, Jiwei ; Wang, Yuelin
Author_Institution :
Dept. of Biomed. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
In this work we developed a novel electronic nose for analysis of volatile organic compounds (VOCs) such as benzene derivatives and alkane derivatives in breath of lung cancer patients. This electronic nose employed capillary column GC and a pair of surface acoustic wave (SAW) sensors. We applied Tedlar bags to collect exhaled air and calibration gas, and then solid phase micro extraction (SPME) as pre-concentrator to increase the sensitivity. Our novel electronic nose was calibrated by 9 VOCs separated in three concentrations. These VOCs are determined as the markers of lung cancer. We used artificial neural network (ANN) to recognize lung cancer patients.
Keywords :
biosensors; cancer; chemioception; gas sensors; neural nets; organic compounds; pneumodynamics; surface acoustic wave sensors; Tedlar bags; alkane derivatives; artificial neural network; benzene derivatives; breath; calibration gas; capillary column; detection volatile organic compounds; electronic nose; exhaled air; lung cancer markers; pre-concentrator; solid phase micro extraction; surface acoustic wave sensors; Acoustic sensors; Acoustic waves; Artificial neural networks; Calibration; Cancer detection; Electronic noses; Gas detectors; Lungs; Surface acoustic waves; Volatile organic compounds;
Conference_Titel :
Sensors, 2003. Proceedings of IEEE
Print_ISBN :
0-7803-8133-5
DOI :
10.1109/ICSENS.2003.1279164