TY - JOUR
T1 - Breath octane and acetaldehyde as markers for acute respiratory distress syndrome in invasively ventilated patients suspected to have ventilator-associated pneumonia
AU - Heijnen, Nanon F. L.
AU - Hagens, Laura A.
AU - van Schooten, Frederik-Jan
AU - Bos, Lieuwe D. J.
AU - van der Horst, Iwan C. C.
AU - Mommers, Alex
AU - Schultz, Marcus J.
AU - Smit, Marry R.
AU - Bergmans, Dennis C. J. J.
AU - Smolinska, Agnieszka
AU - Schnabel, Ronny M.
N1 - Funding Information:
The authors received a grant from Health Holland and the Dutch Lung Foundation for the DARTS study. This grant is co-financed by Philips Research. Philips Research had no role in the data analysis and did not influence this manuscript in any way. Funding information for this article has been deposited with the Crossref Funder Registry.
Funding Information:
Support statement: The authors received a grant from Health Holland and the Dutch Lung Foundation for the DARTS study. This grant is co-financed by Philips Research. Philips Research had no role in the data analysis and did not influence this manuscript in any way. Funding information for this article has been deposited with the Crossref Funder Registry.
Publisher Copyright:
© The authors 2022.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - Rationale The concentration of octane and acetaldehyde in exhaled breath has good diagnostic accuracy for acute respiratory distress syndrome (ARDS). We aimed to determine whether breath octane and acetaldehyde are able to distinguish the presence and absence of ARDS in critically ill patients suspected to have ventilator-associated pneumonia (VAP). Methods This is a secondary analysis of a prospective observational study into exhaled breath analysis using gas chromatography–time-of-flight mass spectrometry. Difference in the relative abundance of octane and acetaldehyde in exhaled breath was compared between patients with and without ARDS using the Mann–Whitney U-test and the association was quantified using logistic regression. The discriminative accuracy of octane and acetaldehyde, alone or in combination, was calculated using the area under the receiver operating characteristic curve (AUROCC). Results We included 98 patients, of whom 32 had ARDS and 66 did not. The area under the acetaldehyde peak was higher in patients with ARDS ( p=0.03), and associated with the presence of ARDS (OR 1.06 per 100 000 count change, 95% CI 1.02–1.13 per 100 000 count change; p=0.01). A combined model with octane and acetaldehyde showed a high specificity and low sensitivity (90% and 40.6%, respectively), with a low accuracy (AUROCC 0.65, 95% CI 0.53–0.78). Conclusion Patients suspected to have VAP with ARDS had a higher acetaldehyde concentration in exhaled breath than patients suspected to have VAP without ARDS. However, in this patient population, discrimination of these breath biomarkers for ARDS was poor, indicating the difficulty of translating diagnostic tests between clinical settings.
AB - Rationale The concentration of octane and acetaldehyde in exhaled breath has good diagnostic accuracy for acute respiratory distress syndrome (ARDS). We aimed to determine whether breath octane and acetaldehyde are able to distinguish the presence and absence of ARDS in critically ill patients suspected to have ventilator-associated pneumonia (VAP). Methods This is a secondary analysis of a prospective observational study into exhaled breath analysis using gas chromatography–time-of-flight mass spectrometry. Difference in the relative abundance of octane and acetaldehyde in exhaled breath was compared between patients with and without ARDS using the Mann–Whitney U-test and the association was quantified using logistic regression. The discriminative accuracy of octane and acetaldehyde, alone or in combination, was calculated using the area under the receiver operating characteristic curve (AUROCC). Results We included 98 patients, of whom 32 had ARDS and 66 did not. The area under the acetaldehyde peak was higher in patients with ARDS ( p=0.03), and associated with the presence of ARDS (OR 1.06 per 100 000 count change, 95% CI 1.02–1.13 per 100 000 count change; p=0.01). A combined model with octane and acetaldehyde showed a high specificity and low sensitivity (90% and 40.6%, respectively), with a low accuracy (AUROCC 0.65, 95% CI 0.53–0.78). Conclusion Patients suspected to have VAP with ARDS had a higher acetaldehyde concentration in exhaled breath than patients suspected to have VAP without ARDS. However, in this patient population, discrimination of these breath biomarkers for ARDS was poor, indicating the difficulty of translating diagnostic tests between clinical settings.
UR - http://www.scopus.com/inward/record.url?scp=85127670917&partnerID=8YFLogxK
U2 - 10.1183/23120541.00624-2021
DO - 10.1183/23120541.00624-2021
M3 - Article
C2 - 35350275
SN - 2044-6055
VL - 8
JO - BMJ Open
JF - BMJ Open
IS - 1
M1 - 00624-2021
ER -