DocumentCode :
2100073
Title :
Smelling heart failure from human skin odor with an electronic nose
Author :
Voss, Andreas ; Witt, K. ; Fischer, Claudia ; Reulecke, S. ; Poitz, W. ; Kechagias, V. ; Surber, R. ; Figulla, H.
Author_Institution :
Dept. of Med. Eng. & Biotechnol., Univ. of Appl. Sci. Jena, Jena, Germany
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
4034
Lastpage :
4037
Abstract :
The human body odor contains different volatile organic compounds which can be used as biomarkers for various diseases. The early detection of heart failure (HF) through periodical screening provides an early treatment application. Therefore we have developed a completely new non-invasive method to identify HF applying an “electronic nose” (e-nose) which provides a “smelling” of the disease based on the analysis of sweat volatile gases from the skin surface. For this e-nose a special applicator carrying the sensor chip was developed which can be applied directly on the skin surface. 27 patients with decompensated HF (DHF), 25 patients with compensated HF (CHF, mean age 70.72 ± 12.02) and 28 controls (CON) were enrolled in this first pilot study. Principal component analysis (PCA) was performed in combination with discriminant function analysis (DA) to discriminate between the patient groups. DHF were separated from CHF with an accuracy of 87% whereas the CON were successfully discriminated from CHF in 85%. The results of this pilot study suggest that an e-nose could be successfully applied for diagnosing and monitoring of HF patients analyzing the human body odor from skin surface.
Keywords :
cardiology; diseases; gas sensors; medical disorders; organic compounds; patient diagnosis; principal component analysis; skin; DA; PCA; discriminant function analysis; disease biomarkers; disease smelling; e-nose; early heart failure detection; early treatment application; electronic nose; human skin odor; noninvasive method; principal component analysis; sensor chip; sweat volatile gas analysis; volatile organic compounds; Accuracy; Cancer; Diseases; Electronic noses; Heart; Principal component analysis; Skin; Aged; Discriminant Analysis; Electronic Nose; Heart Failure; Humans; Odors; Principal Component Analysis; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346852
Filename :
6346852
Link To Document :
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