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Electronic nose analysis of exhaled breath to diagnose ventilator-associated pneumonia
- Source :
- Respiratory Medicine, 109(11), 1454-1459. Elsevier Saunders
- Publication Year :
- 2015
- Publisher :
- Elsevier BV, 2015.
-
Abstract
- Background Exhaled breath analysis is an emerging technology in respiratory disease and infection. Electronic nose devices (e-nose) are small and portable with a potential for point of care application. Ventilator-associated pneumonia (VAP) is a common nosocomial infection occurring in the intensive care unit (ICU). The current best diagnostic approach is based on clinical criteria combined with bronchoalveolar lavage (BAL) and subsequent bacterial culture analysis. BAL is invasive, laborious and time consuming. Exhaled breath analysis by e-nose is non-invasive, easy to perform and could reduce diagnostic time. Aim of this study was to explore whether an e-nose can be used as a non-invasive in vivo diagnostic tool for VAP. Methods Seventy-two patients met the clinical diagnostic criteria of VAP and underwent BAL. In thirty-three patients BAL analysis confirmed the diagnosis of VAP [BAL+(VAP+)], in thirty-nine patients the diagnosis was rejected [BAL−]. Before BAL was performed, exhaled breath was sampled from the expiratory limb of the ventilator into sterile Tedlar bags and subsequently analysed by an e-nose with metal oxide sensors (DiagNose, C-it, Zutphen, The Netherlands). From further fifty-three patients without clinical suspicion of VAP or signs of respiratory disease exhaled breath was collected to serve as a control group [control(VAP−]). The e-nose data from exhaled breath were analysed using logistic regression. Results The ROC curve comparing [BAL+(VAP+)] and [control(VAP−)] patients had an area under the curve (AUC) of 0.82 (95% CI 0.73–0.9). The sensitivity was 88% with a specificity of 66%. The comparison of [BAL+(VAP+)] and [BAL−] patients revealed an AUC of 0.69; 95% CI 0.57–0.81) with a sensitivity of 76% with a specificity of 56%. Conclusion E-nose lacked sensitivity and specificity in the diagnosis of VAP in the present study for current clinical application. Further investigation into this field is warranted to explore the diagnostic possibilities of this promising new technique.
- Subjects :
- Adult
Male
Pulmonary and Respiratory Medicine
medicine.medical_specialty
Microbiological culture
Bronchoalveolar Lavage
Sensitivity and Specificity
law.invention
Young Adult
law
Internal medicine
Pneumonia, Bacterial
medicine
Humans
Prospective Studies
Electronic Nose
Intensive care medicine
Aged
Aged, 80 and over
Bacteria
medicine.diagnostic_test
business.industry
Respiratory disease
Area under the curve
Ventilator-associated pneumonia
Pneumonia, Ventilator-Associated
Middle Aged
bacterial infections and mycoses
medicine.disease
Intensive care unit
respiratory tract diseases
Pneumonia
Bronchoalveolar lavage
Breath Tests
Breath gas analysis
Case-Control Studies
Female
business
Bronchoalveolar Lavage Fluid
Subjects
Details
- ISSN :
- 09546111
- Volume :
- 109
- Database :
- OpenAIRE
- Journal :
- Respiratory Medicine
- Accession number :
- edsair.doi.dedup.....04dec081e83a0154c4263fe734eb0224