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Biomarkers. 2010 Jun;15(4):297-306. doi: 10.3109/13547501003624512.

Non-invasive diagnosis of liver diseases by breath analysis using an optimized ion-molecule reaction-mass spectrometry approach: a pilot study.

Author information

1
Division of Gastroenterology and Hepatology, Department of Internal Medicine, Medical University of Innsbruck, Austria. gunda.millonig@uni-heidelberg.de

Abstract

Breath composition is altered in liver diseases. We tested if ion-molecule-reaction mass spectrometry (IMR-MS) combined with a new statistical modality improves the diagnostic accuracy of breath analysis in liver diseases. We analysed 114 molecules in the breath of 126 individuals (healthy controls, and patients with non-alcoholic and alcoholic fatty liver disease and liver cirrhosis) by IMR-MS. Characteristic exhalation patterns were identified for each group. Combining two to seven molecules in the new stacked feature ranking model reached a diagnostic accuracy (area under the curve) for individual liver diseases between 0.88 and 0.97. IMR-MS followed by sophisticated statistical analysis is a promising tool for liver diagnostics by breath analysis.

PMID:
20151876
DOI:
10.3109/13547501003624512
[Indexed for MEDLINE]

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