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Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children

Exhaled breath analysis has great potential in diagnosing various respiratory and non-respiratory diseases. In this study, we investigated the influence of inhaled corticosteroids (ICS) on exhaled volatile organic compounds (VOCs) of wheezing preschool children. Furthermore, we assessed whether exha...

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Autores principales: Bannier, Michiel A. G. E., Kienhorst, Sophie, Jöbsis, Quirijn, van de Kant, Kim D. G., van Schooten, Frederik-Jan, Smolinska, Agnieszka, Dompeling, Edward
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9456576/
https://www.ncbi.nlm.nih.gov/pubmed/36079088
http://dx.doi.org/10.3390/jcm11175160
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author Bannier, Michiel A. G. E.
Kienhorst, Sophie
Jöbsis, Quirijn
van de Kant, Kim D. G.
van Schooten, Frederik-Jan
Smolinska, Agnieszka
Dompeling, Edward
author_facet Bannier, Michiel A. G. E.
Kienhorst, Sophie
Jöbsis, Quirijn
van de Kant, Kim D. G.
van Schooten, Frederik-Jan
Smolinska, Agnieszka
Dompeling, Edward
author_sort Bannier, Michiel A. G. E.
collection PubMed
description Exhaled breath analysis has great potential in diagnosing various respiratory and non-respiratory diseases. In this study, we investigated the influence of inhaled corticosteroids (ICS) on exhaled volatile organic compounds (VOCs) of wheezing preschool children. Furthermore, we assessed whether exhaled VOCs could predict a clinical steroid response in wheezing preschool children. We performed a crossover 8-week ICS trial, in which 147 children were included. Complete data were available for 89 children, of which 46 children were defined as steroid-responsive. Exhaled VOCs were measured by GC-tof-MS. Statistical analysis by means of Random Forest was used to investigate the effect of ICS on exhaled VOCs. A set of 20 VOCs could best discriminate between measurements before and after ICS treatment, with a sensitivity of 73% and specificity of 67% (area under ROC curve = 0.72). Most discriminative VOCs were branched C(11)H(24), butanal, octanal, acetic acid and methylated pentane. Other VOCs predominantly included alkanes. Regularised multivariate analysis of variance (rMANOVA) was used to determine treatment response, which showed a significant effect between responders and non-responders (p < 0.01). These results show that ICS significantly altered the exhaled breath profiles of wheezing preschool children, irrespective of clinical treatment response. Furthermore, exhaled VOCs were capable of determining corticosteroid responsiveness in wheezing preschool children.
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spelling pubmed-94565762022-09-09 Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children Bannier, Michiel A. G. E. Kienhorst, Sophie Jöbsis, Quirijn van de Kant, Kim D. G. van Schooten, Frederik-Jan Smolinska, Agnieszka Dompeling, Edward J Clin Med Article Exhaled breath analysis has great potential in diagnosing various respiratory and non-respiratory diseases. In this study, we investigated the influence of inhaled corticosteroids (ICS) on exhaled volatile organic compounds (VOCs) of wheezing preschool children. Furthermore, we assessed whether exhaled VOCs could predict a clinical steroid response in wheezing preschool children. We performed a crossover 8-week ICS trial, in which 147 children were included. Complete data were available for 89 children, of which 46 children were defined as steroid-responsive. Exhaled VOCs were measured by GC-tof-MS. Statistical analysis by means of Random Forest was used to investigate the effect of ICS on exhaled VOCs. A set of 20 VOCs could best discriminate between measurements before and after ICS treatment, with a sensitivity of 73% and specificity of 67% (area under ROC curve = 0.72). Most discriminative VOCs were branched C(11)H(24), butanal, octanal, acetic acid and methylated pentane. Other VOCs predominantly included alkanes. Regularised multivariate analysis of variance (rMANOVA) was used to determine treatment response, which showed a significant effect between responders and non-responders (p < 0.01). These results show that ICS significantly altered the exhaled breath profiles of wheezing preschool children, irrespective of clinical treatment response. Furthermore, exhaled VOCs were capable of determining corticosteroid responsiveness in wheezing preschool children. MDPI 2022-08-31 /pmc/articles/PMC9456576/ /pubmed/36079088 http://dx.doi.org/10.3390/jcm11175160 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bannier, Michiel A. G. E.
Kienhorst, Sophie
Jöbsis, Quirijn
van de Kant, Kim D. G.
van Schooten, Frederik-Jan
Smolinska, Agnieszka
Dompeling, Edward
Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children
title Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children
title_full Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children
title_fullStr Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children
title_full_unstemmed Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children
title_short Exhaled Breath Analysis for Investigating the Use of Inhaled Corticosteroids and Corticosteroid Responsiveness in Wheezing Preschool Children
title_sort exhaled breath analysis for investigating the use of inhaled corticosteroids and corticosteroid responsiveness in wheezing preschool children
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9456576/
https://www.ncbi.nlm.nih.gov/pubmed/36079088
http://dx.doi.org/10.3390/jcm11175160
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