Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign

Volatile organic compounds (VOCs) in exhaled breath provide insights into various metabolic processes and can be used to monitor physiological response to exercise and medication. We integrated and validated in situ a sampling and analysis protocol using proton transfer reaction time-of-flight mass...

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Main Authors: Ben Henderson, Guilherme Lopes Batista, Carlo G. Bertinetto, Joris Meurs, Dušan Materić, Coen C. W. G. Bongers, Neeltje A. E. Allard, Thijs M. H. Eijsvogels, Rupert Holzinger, Frans J. M. Harren, Jeroen J. Jansen, Maria T. E. Hopman, Simona M. Cristescu
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Metabolites
Subjects:
Online Access:https://www.mdpi.com/2218-1989/11/4/192
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spelling doaj-baadd2c9c57c407bbcaab7810d351ef22021-03-25T00:04:58ZengMDPI AGMetabolites2218-19892021-03-011119219210.3390/metabo11040192Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field CampaignBen Henderson0Guilherme Lopes Batista1Carlo G. Bertinetto2Joris Meurs3Dušan Materić4Coen C. W. G. Bongers5Neeltje A. E. Allard6Thijs M. H. Eijsvogels7Rupert Holzinger8Frans J. M. Harren9Jeroen J. Jansen10Maria T. E. Hopman11Simona M. Cristescu12Department of Molecular and Laser Physics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Molecular and Laser Physics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Analytical Chemistry and Chemometrics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Molecular and Laser Physics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Molecular and Laser Physics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, 6525 XZ Nijmegen, The NetherlandsDepartment of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, 6525 XZ Nijmegen, The NetherlandsDepartment of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, 6525 XZ Nijmegen, The NetherlandsInstitute for Marine and Atmospheric Research, Utrecht University, 3584 CC Utrecht, The NetherlandsDepartment of Molecular and Laser Physics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Analytical Chemistry and Chemometrics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsDepartment of Physiology, Radboud Institute for Health Sciences, Radboud University Medical Center, 6525 XZ Nijmegen, The NetherlandsDepartment of Molecular and Laser Physics, Institute for Molecules and Materials, Radboud University, 6525 XZ Nijmegen, The NetherlandsVolatile organic compounds (VOCs) in exhaled breath provide insights into various metabolic processes and can be used to monitor physiological response to exercise and medication. We integrated and validated in situ a sampling and analysis protocol using proton transfer reaction time-of-flight mass spectrometry (PTR-ToF-MS) for exhaled breath research. The approach was demonstrated on a participant cohort comprising users of the cholesterol-lowering drug statins and non-statin users during a field campaign of three days of prolonged and repeated exercise, with no restrictions on food or drink consumption. The effect of prolonged exercise was reflected in the exhaled breath of participants, and relevant VOCs were identified. Most of the VOCs, such as acetone, showed an increase in concentration after the first day of walking and subsequent decrease towards baseline levels prior to walking on the second day. A cluster of short-chain fatty acids including acetic acid, butanoic acid, and propionic acid were identified in exhaled breath as potential indicators of gut microbiota activity relating to exercise and drug use. We have provided novel information regarding the use of breathomics for non-invasive monitoring of changes in human metabolism and especially for the gut microbiome activity in relation to exercise and the use of medication, such as statins.https://www.mdpi.com/2218-1989/11/4/192prolonged exercisebreathshort-chain fatty acidsstatinPTR-ToF-MS
collection DOAJ
language English
format Article
sources DOAJ
author Ben Henderson
Guilherme Lopes Batista
Carlo G. Bertinetto
Joris Meurs
Dušan Materić
Coen C. W. G. Bongers
Neeltje A. E. Allard
Thijs M. H. Eijsvogels
Rupert Holzinger
Frans J. M. Harren
Jeroen J. Jansen
Maria T. E. Hopman
Simona M. Cristescu
spellingShingle Ben Henderson
Guilherme Lopes Batista
Carlo G. Bertinetto
Joris Meurs
Dušan Materić
Coen C. W. G. Bongers
Neeltje A. E. Allard
Thijs M. H. Eijsvogels
Rupert Holzinger
Frans J. M. Harren
Jeroen J. Jansen
Maria T. E. Hopman
Simona M. Cristescu
Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign
Metabolites
prolonged exercise
breath
short-chain fatty acids
statin
PTR-ToF-MS
author_facet Ben Henderson
Guilherme Lopes Batista
Carlo G. Bertinetto
Joris Meurs
Dušan Materić
Coen C. W. G. Bongers
Neeltje A. E. Allard
Thijs M. H. Eijsvogels
Rupert Holzinger
Frans J. M. Harren
Jeroen J. Jansen
Maria T. E. Hopman
Simona M. Cristescu
author_sort Ben Henderson
title Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign
title_short Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign
title_full Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign
title_fullStr Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign
title_full_unstemmed Exhaled Breath Reflects Prolonged Exercise and Statin Use during a Field Campaign
title_sort exhaled breath reflects prolonged exercise and statin use during a field campaign
publisher MDPI AG
series Metabolites
issn 2218-1989
publishDate 2021-03-01
description Volatile organic compounds (VOCs) in exhaled breath provide insights into various metabolic processes and can be used to monitor physiological response to exercise and medication. We integrated and validated in situ a sampling and analysis protocol using proton transfer reaction time-of-flight mass spectrometry (PTR-ToF-MS) for exhaled breath research. The approach was demonstrated on a participant cohort comprising users of the cholesterol-lowering drug statins and non-statin users during a field campaign of three days of prolonged and repeated exercise, with no restrictions on food or drink consumption. The effect of prolonged exercise was reflected in the exhaled breath of participants, and relevant VOCs were identified. Most of the VOCs, such as acetone, showed an increase in concentration after the first day of walking and subsequent decrease towards baseline levels prior to walking on the second day. A cluster of short-chain fatty acids including acetic acid, butanoic acid, and propionic acid were identified in exhaled breath as potential indicators of gut microbiota activity relating to exercise and drug use. We have provided novel information regarding the use of breathomics for non-invasive monitoring of changes in human metabolism and especially for the gut microbiome activity in relation to exercise and the use of medication, such as statins.
topic prolonged exercise
breath
short-chain fatty acids
statin
PTR-ToF-MS
url https://www.mdpi.com/2218-1989/11/4/192
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