Exhaled volatile organic compounds as markers for medication use in asthma

被引:40
作者
Brinkman, Paul [1 ]
Ahmed, Waqar M. [2 ]
Gomez, Cristina [3 ,4 ,5 ]
Knobel, Hugo H. [6 ]
Weda, Hans [7 ]
Vink, Teunis J. [7 ]
Nijsen, Tamara M. [7 ]
Wheelock, Craig E. [5 ]
Dahlen, Sven-Erik [3 ,4 ]
Montuschi, Paolo [8 ]
Knowles, Richard G. [9 ]
Vijverberg, Susanne J. [1 ]
Maitland-van der Zee, Anke H. [1 ]
Sterk, Peter J. [1 ]
Fowler, Stephen J. [2 ,10 ]
机构
[1] Univ Amsterdam, Dept Resp Med, Amsterdam UMC, F5-259,Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[2] Univ Manchester, Fac Biol Med & Hlth, Sch Biol Sci, Div Infect Immun & Resp Med, Manchester, Lancs, England
[3] Karolinska Inst, Inst Environm Med, Stockholm, Sweden
[4] Karolinska Inst, Ctr Allergy Res, Stockholm, Sweden
[5] Karolinska Inst, Dept Med Biochem & Biophys, Div Physiol Chem 2, Stockholm, Sweden
[6] Philips Signify, Eindhoven, Netherlands
[7] Philips Res, Eindhoven, Netherlands
[8] Univ Cattolica Sacro Cuore, Fdn Policlin Univ Agostino Gemelli IRCCS, Dept Pharmacol, Rome, Italy
[9] Knowles Consulting, Stevenage Biosci Catalyst, Stevenage, Herts, England
[10] Manchester Univ Hosp NHS Fdn Trust, Manchester Acad Hlth Sci Ctr, Manchester, Lancs, England
关键词
MASS-SPECTROMETRY; HUMAN URINE; BREATH; PREDNISOLONE; METABOLITES; BIOMARKERS; ADHERENCE;
D O I
10.1183/13993003.00544-2019
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
Introduction: Asthma is a heterogeneous condition, characterised by chronic inflammation of the airways, typically managed with inhaled bronchodilators and corticosteroids. In the case of uncontrolled asthma, oral corticosteroids (OCSs) are often prescribed. Good adherence and inhalation technique are associated with improved outcomes; however, it is difficult to monitor appropriate drug intake and effectiveness in individual patients. Exhaled breath contains thousands of volatile organic compounds (VOCs) that reflect changes in the body's chemistry and may be useful for monitoring drug pharmacokinetics/pharmacodynamics. We aimed to investigate the association of exhaled VOCs in severe asthma patients from the U-BIOPRED cohort (by gas chromatography coupled with time-of-flight mass spectrometry) with urinary levels of salbutamol and OCSs (by liquid chromatography coupled with high-resolution mass spectrometry). Methods: Samples were collected at baseline and after 12-18 months of follow-up. Statistical analysis was based on univariate and multivariate modelling, followed by area under the receiver operating characteristic curve (AUC) calculation. Results were verified through longitudinal replication and independent validation. Results: Data were available for 78 patients (baseline n=48, replication n=30 and validation n=30). Baseline AUC values were 82.1% (95% CI 70.4-93.9%) for salbutamol and 78.8% (95% CI 65.8-91.8%) for OCS. These outcomes could be adequately replicated and validated. Additional regression analysis between qualified exhaled VOCs and urinary concentrations of salbutamol and prednisone showed statistically significant correlations ( p<0.01). Conclusion: We have linked exhaled VOCs to urinary detection of salbutamol and OCSs. This merits further development of breathomics into a point-of-care tool for therapeutic drug monitoring.
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页数:10
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