1. Exhaled breath profiles to detect lung infection with Staphylococcus aureus in children with cystic fibrosis.
- Author
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Licht JC, Seidl E, Slingers G, Waters V, de Vries R, Post M, Ratjen F, and Grasemann H
- Subjects
- Humans, Child, Staphylococcus aureus, Cross-Sectional Studies, ROC Curve, Breath Tests, Lung, Cystic Fibrosis complications, Cystic Fibrosis diagnosis, Cystic Fibrosis microbiology, Pneumonia, Volatile Organic Compounds analysis, Pseudomonas Infections diagnosis
- Abstract
Background: An electronic nose (eNose) can be used to detect volatile organic compounds (VOCs). Exhaled breath contains numerous VOCs and individuals' VOCs mixtures create distinct breath profiles. Previous reports have shown that eNose can detect lung infections. Whether eNose can detect Staphylococcus aureus airway infections in breath of children with cystic fibrosis (CF) is currently unclear., Methods: In this cross-sectional observational study, a cloud-connected eNose was used for breath profile analysis of clinically stable paediatric CF patients with airway microbiology cultures positive or negative for CF pathogens. Data-analysis involved advanced signal processing, ambient correction and statistics based on linear discriminant and receiver operating characteristics (ROC) analyses., Results: Breath profiles from 100 children with CF (median predicted FEV
1 91%) were obtained and analysed. CF patients with positive airway cultures for any CF pathogen were distinguishable from no CF pathogens (no growth or usual respiratory flora) with accuracy of 79.0% (AUC-ROC 0.791; 95% CI: 0.669-0.913) and between patients positive for Staphylococcus aureus (SA) only and no CF pathogen with accuracy of 74.0% (AUC-ROC 0.797; 95% CI: 0.698-0.896). Similar differences were seen for Pseudomonas aeruginosa (PA) infection vs no CF pathogens (78.0% accuracy, AUC-ROC 0.876, 95% CI: 0.794-0.958). SA- and PA-specific signatures were driven by different sensors in the SpiroNose suggesting pathogen-specific breath signatures., Conclusions: Breath profiles of CF patients with SA in airway cultures are distinct from those with no infection or PA infection, suggesting the utility of eNose technology in the detection of this early CF pathogen in children with CF., Competing Interests: Declaration of Competing Interest Rianne de Vries receives personal fees and has a substantial interest in the start-up company Breathomix BV. Gitte Slingers receives personal fees from the start-up company Breathomix BV. The remaining authors have nothing to disclose. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2023 European Cystic Fibrosis Society. Published by Elsevier B.V. All rights reserved.)- Published
- 2023
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