Electronic nose based analysis of exhaled volatile organic compounds spectrum reveals asthmatic shifts and consistency in controls post-exercise and spirometry

J Breath Res. 2024 Jun 26;18(3). doi: 10.1088/1752-7163/ad5864.

Abstract

Analyzing exhaled volatile organic compounds (VOCs) with an electronic nose (e-nose) is emerging in medical diagnostics as a non-invasive, quick, and sensitive method for disease detection and monitoring. This study investigates if activities like spirometry or physical exercise affect exhaled VOCs measurements in asthmatics and healthy individuals, a crucial step for e-nose technology's validation for clinical use. The study analyzed exhaled VOCs using an e-nose in 27 healthy individuals and 27 patients with stable asthma, before and after performing spirometry and climbing five flights of stairs. Breath samples were collected using a validated technique and analyzed with a Cyranose 320 e-nose. In healthy controls, the exhaled VOCs spectrum remained unchanged after both lung function test and exercise. In asthmatics, principal component analysis and subsequent discriminant analysis revealed significant differences post-spirometry (vs. baseline 66.7% cross validated accuracy [CVA],p< 0.05) and exercise (vs. baseline 70.4% CVA,p< 0.05). E-nose measurements in healthy individuals are consistent, unaffected by spirometry or physical exercise. However, in asthma patients, significant changes in exhaled VOCs were detected post-activities, indicating airway responses likely due to constriction or inflammation, underscoring the e-nose's potential for respiratory condition diagnosis and monitoring.

Keywords: asthma; biomarkers; breath test; exhaled breath; volatile organic compounds.

MeSH terms

  • Adult
  • Asthma* / diagnosis
  • Asthma* / metabolism
  • Asthma* / physiopathology
  • Breath Tests* / instrumentation
  • Breath Tests* / methods
  • Electronic Nose*
  • Exercise*
  • Exhalation*
  • Female
  • Humans
  • Male
  • Middle Aged
  • Spirometry*
  • Volatile Organic Compounds* / analysis
  • Young Adult

Substances

  • Volatile Organic Compounds