Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma

Metabolomic indicators of asthma treatment responses have yet to be identified. In this study, we aimed to uncover plasma metabolomic profiles associated with asthma exacerbations while on inhaled corticosteroid (ICS) treatment. We determined whether these profiles change with age from adolescence t...

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Autores principales: Priyadarshini Kachroo, Joanne E. Sordillo, Sharon M. Lutz, Scott T. Weiss, Rachel S. Kelly, Michael J. McGeachie, Ann Chen Wu, Jessica A. Lasky-Su
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Publicado: MDPI AG 2021
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Acceso en línea:https://doaj.org/article/26fbc14b80e54e5c81d0ae90845ef7c7
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spelling oai:doaj.org-article:26fbc14b80e54e5c81d0ae90845ef7c72021-11-25T18:07:33ZPharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma10.3390/jpm111111482075-4426https://doaj.org/article/26fbc14b80e54e5c81d0ae90845ef7c72021-11-01T00:00:00Zhttps://www.mdpi.com/2075-4426/11/11/1148https://doaj.org/toc/2075-4426Metabolomic indicators of asthma treatment responses have yet to be identified. In this study, we aimed to uncover plasma metabolomic profiles associated with asthma exacerbations while on inhaled corticosteroid (ICS) treatment. We determined whether these profiles change with age from adolescence to adulthood. We utilized data from 170 individuals with asthma on ICS from the Mass General Brigham Biobank to identify plasma metabolites associated with asthma exacerbations while on ICS and examined potential effect modification of metabolite-exacerbation associations by age. We used liquid chromatography–high-resolution mass spectrometry-based metabolomic profiling. Sex-stratified analyses were also performed for the significant associations. The age range of the participating individuals was 13–43 years with a mean age of 33.5 years. Of the 783 endogenous metabolites tested, eight demonstrated significant associations with exacerbation after correction for multiple comparisons and adjusting for potential confounders (Bonferroni <i>p</i> value < 6.2 × 10<sup>−4</sup>). Potential effect modification by sex was detected for fatty acid metabolites, with males showing a greater reduction in their metabolite levels with ICS exacerbation. Thirty-eight metabolites showed suggestive interactions with age on exacerbation (nominal <i>p</i>-value < 0.05). Our findings demonstrate that plasma metabolomic profiles differ for individuals who experience asthma exacerbations while on ICS. The differentiating metabolites may serve as biomarkers of ICS response and may highlight metabolic pathways underlying ICS response variability.Priyadarshini KachrooJoanne E. SordilloSharon M. LutzScott T. WeissRachel S. KellyMichael J. McGeachieAnn Chen WuJessica A. Lasky-SuMDPI AGarticleasthmainhaled corticosteroidsmetabolitesmetabolomicsage interactionsMedicineRENJournal of Personalized Medicine, Vol 11, Iss 1148, p 1148 (2021)
institution DOAJ
collection DOAJ
language EN
topic asthma
inhaled corticosteroids
metabolites
metabolomics
age interactions
Medicine
R
spellingShingle asthma
inhaled corticosteroids
metabolites
metabolomics
age interactions
Medicine
R
Priyadarshini Kachroo
Joanne E. Sordillo
Sharon M. Lutz
Scott T. Weiss
Rachel S. Kelly
Michael J. McGeachie
Ann Chen Wu
Jessica A. Lasky-Su
Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma
description Metabolomic indicators of asthma treatment responses have yet to be identified. In this study, we aimed to uncover plasma metabolomic profiles associated with asthma exacerbations while on inhaled corticosteroid (ICS) treatment. We determined whether these profiles change with age from adolescence to adulthood. We utilized data from 170 individuals with asthma on ICS from the Mass General Brigham Biobank to identify plasma metabolites associated with asthma exacerbations while on ICS and examined potential effect modification of metabolite-exacerbation associations by age. We used liquid chromatography–high-resolution mass spectrometry-based metabolomic profiling. Sex-stratified analyses were also performed for the significant associations. The age range of the participating individuals was 13–43 years with a mean age of 33.5 years. Of the 783 endogenous metabolites tested, eight demonstrated significant associations with exacerbation after correction for multiple comparisons and adjusting for potential confounders (Bonferroni <i>p</i> value < 6.2 × 10<sup>−4</sup>). Potential effect modification by sex was detected for fatty acid metabolites, with males showing a greater reduction in their metabolite levels with ICS exacerbation. Thirty-eight metabolites showed suggestive interactions with age on exacerbation (nominal <i>p</i>-value < 0.05). Our findings demonstrate that plasma metabolomic profiles differ for individuals who experience asthma exacerbations while on ICS. The differentiating metabolites may serve as biomarkers of ICS response and may highlight metabolic pathways underlying ICS response variability.
format article
author Priyadarshini Kachroo
Joanne E. Sordillo
Sharon M. Lutz
Scott T. Weiss
Rachel S. Kelly
Michael J. McGeachie
Ann Chen Wu
Jessica A. Lasky-Su
author_facet Priyadarshini Kachroo
Joanne E. Sordillo
Sharon M. Lutz
Scott T. Weiss
Rachel S. Kelly
Michael J. McGeachie
Ann Chen Wu
Jessica A. Lasky-Su
author_sort Priyadarshini Kachroo
title Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma
title_short Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma
title_full Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma
title_fullStr Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma
title_full_unstemmed Pharmaco-Metabolomics of Inhaled Corticosteroid Response in Individuals with Asthma
title_sort pharmaco-metabolomics of inhaled corticosteroid response in individuals with asthma
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/26fbc14b80e54e5c81d0ae90845ef7c7
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