Detection of Pancreatic Cancer by Urine Volatile Organic Compound Analysis

SI Nissinen, A Roine, L Hokkinen, Markus Karjalainen, M Venäläinen, Heli Helminen, R Niemi, T Lehtimäki, T Rantanen, N. Oksala

Research output: Contribution to journalArticleScientificpeer-review

28 Citations (Scopus)

Abstract

BACKGROUND/AIM: Most pancreatic cancer patients are diagnosed at an advanced stage, since the diagnosis is demanding. Field asymmetric waveform ion mobility spectrometry (FAIMS) is a sensitive technique used for the detection of volatile organic compounds (VOC). We evaluated the ability of FAIMS to discriminate between pancreatic cancer and healthy controls from a urine sample. PATIENTS AND METHODS: For a proof-of-concept study in three Finnish hospitals, 68 patients with pancreatic cancer, 36 with acute pancreatitis, 18 with chronic pancreatitis, 8 with pancreatic pre-malign lesions and 52 healthy controls were prospectively recruited. Urine samples were collected at the time of diagnosis and stored at -70°C. The samples were subsequently measured with FAIMS. The data were processed with linear discriminant analysis and cross-validated with leave-one-out cross-validation. RESULTS: FAIMS distinguished pancreatic cancer from controls with a sensitivity of 79% and specificity of 79%. CONCLUSION: As a non-invasive and rapid urine test, FAIMS can discriminate patients with pancreatic cancer from healthy controls.

Original languageEnglish
Pages (from-to)73-79
Number of pages7
JournalAnticancer research
Volume39
Issue number1
DOIs
Publication statusPublished - 2019
Publication typeA1 Journal article-refereed

Keywords

  • FAIMS
  • Pancreatic cancer
  • linear discriminant analysis
  • pre-malignant lesion
  • urine test
  • volatile organic compound

Publication forum classification

  • Publication forum level 1

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