1. Modular Breath Analyzer (MBA): Introduction of a Breath Analyzer Platform Based on an Innovative and Unique, Modular eNose Concept for Breath Diagnostics and Utilization of Calibration Transfer Methods in Breath Analysis Studies
- Author
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Inese Polaka, Carsten Jaeschke, Jan Mitrovics, Marta Padilla, Boris Mizaikoff, Martins Leja, Marcis Leja, Viktors Veliks, Johannes Glöckler, European Union (EU), and Horizon 2020
- Subjects
calibration transfer ,Computer science ,Respiratory System ,Pharmaceutical Science ,Organic chemistry ,correlation alignment ,01 natural sciences ,eNose ,Analytical Chemistry ,0302 clinical medicine ,QD241-441 ,DDC 570 / Life sciences ,Drug Discovery ,breath analysis ,Sensortechnik ,digestive, oral, and skin physiology ,Atemgasanalyse ,Mischoxide ,Exhalation ,Chemistry (miscellaneous) ,piecewise direct standardization ,030220 oncology & carcinogenesis ,Elektronische Nase ,Calibration ,Molecular Medicine ,MOX sensors ,Spectrum analyzer ,Adolescent ,low sensing chamber volume ,Real-time computing ,standard samples ,breath sampling ,Article ,Electronic nose ,03 medical and health sciences ,ddc:570 ,Breath tests ,Humans ,ddc:610 ,Physical and Theoretical Chemistry ,Reproducibility ,business.industry ,010401 analytical chemistry ,Breath sampling ,pattern recognition ,Breath diagnostics ,Atemluft ,Modular design ,0104 chemical sciences ,Breath analyzer ,Breath gas analysis ,business ,Biosensing techniques ,DDC 610 / Medicine & health ,Biomarkers - Abstract
Exhaled breath analysis for early disease detection may provide a convenient method for painless and non-invasive diagnosis. In this work, a novel, compact and easy-to-use breath analyzer platform with a modular sensing chamber and direct breath sampling unit is presented. The developed analyzer system comprises a compact, low volume, temperature-controlled sensing chamber in three modules that can host any type of resistive gas sensor arrays. Furthermore, in this study three modular breath analyzers are explicitly tested for reproducibility in a real-life breath analysis experiment with several calibration transfer (CT) techniques using transfer samples from the experiment. The experiment consists of classifying breath samples from 15 subjects before and after eating a specific meal using three instruments. We investigate the possibility to transfer calibration models across instruments using transfer samples from the experiment under study, since representative samples of human breath at some conditions are difficult to simulate in a laboratory. For example, exhaled breath from subjects suffering from a disease for which the biomarkers are mostly unknown. Results show that many transfer samples of all the classes under study (in our case meal/no meal) are needed, although some CT methods present reasonably good results with only one class., publishedVersion
- Published
- 2021
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