• 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