Feasibility of electronic nose technology for discriminating between head and neck, bladder, and colon carcinomas

R. M. G. E. van de Goor*, N. Leunis, M. R. A. van Hooren, E. Francisca, A. Masclee, B. Kremer, K. W. Kross

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

28 Citations (Web of Science)

Abstract

Electronic nose (e-nose) technology has the potential to detect cancer at an early stage and can differentiate between cancer origins. Our objective was to compare patients who had head and neck squamous cell carcinoma (HNSCC) with patients who had colon or bladder cancer to determine the distinctive diagnostic characteristics of the e-nose. Feasibility study An e-nose device was used to collect samples of exhaled breath from patients who had HNSCC and those who had bladder or colon cancer, after which the samples were analyzed and compared. One hundred patients with HNSCC, 40 patients with bladder cancer, and 28 patients with colon cancer exhaled through an e-nose for 5 min. An artificial neural network was used for the analysis, and double cross-validation to validate the model. In differentiating HNSCC from colon cancer, a diagnostic accuracy of 81 % was found. When comparing HNSCC with bladder cancer, the diagnostic accuracy was 84 %. A diagnostic accuracy of 84 % was found between bladder cancer and colon cancer. The e-nose technique using double cross-validation is able to discriminate between HNSCC and colon cancer and between HNSCC and bladder cancer. Furthermore, the e-nose technique can distinguish colon cancer from bladder cancer.

Original languageEnglish
Pages (from-to)1053-1060
Number of pages8
JournalEuropean Archives of Oto-Rhino-Laryngology
Volume274
Issue number2
DOIs
Publication statusPublished - Feb 2017

Keywords

  • Electronic nose technology
  • Head and neck cancer
  • Colon cancer
  • Bladder cancer
  • Volatile organic compounds
  • Diagnosis
  • EXHALED BREATH
  • CANCER
  • LUNG

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