Metabolic insights at the finish line: deciphering physiological changes in ultramarathon runners through breath VOC analysis

被引:7
作者
Chou, Hsuan [1 ]
Arthur, Kayleigh [1 ]
Shaw, Elen [1 ]
Schaber, Chad [1 ]
Boyle, Billy [1 ]
Allsworth, Max [1 ]
Kelley, Eli F. [2 ]
Stewart, Glenn M. [2 ,3 ]
Wheatley, Courtney M. [4 ]
Schwartz, Jesse [2 ]
Fermoyle, Caitlin C. [2 ,5 ]
Ziegler, Briana L. [2 ]
Johnson, Kay A. [2 ]
Robach, Paul [6 ]
Basset, Patrick [7 ]
Johnson, Bruce D. [2 ]
机构
[1] Owlstone Med, Cambridge, England
[2] Mayo Clin, Dept Cardiovasc Dis, Rochester, MN 55905 USA
[3] Griffith Univ, Menzies Hlth Inst Queensland, Brisbane, Australia
[4] Dept Cardiovasc Dis, Mayo Clin, Scottsdale, AZ USA
[5] Utah Vasc Res Lab, Salt Lake City, UT USA
[6] Ecole Natl Sports Montagne, Chamonix Mt Blanc, France
[7] Ultra Sports Sci Fdn, Grenoble, France
关键词
volatile organic compounds (VOCs); breath; exhaustive exercise; biomarker; EXHALED BREATH; EXERCISE;
D O I
10.1088/1752-7163/ad23f5
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Exhaustive exercise can induce unique physiological responses in the lungs and other parts of the human body. The volatile organic compounds (VOCs) in exhaled breath are ideal for studying the effects of exhaustive exercise on the lungs due to the proximity of the breath matrix to the respiratory tract. As breath VOCs can originate from the bloodstream, changes in abundance should also indicate broader physiological effects of exhaustive exercise on the body. Currently, there is limited published data on the effects of exhaustive exercise on breath VOCs. Breath has great potential for biomarker analysis as it can be collected non-invasively, and capture real-time metabolic changes to better understand the effects of exhaustive exercise. In this study, we collected breath samples from a small group of elite runners participating in the 2019 Ultra-Trail du Mont Blanc ultra-marathon. The final analysis included matched paired samples collected before and after the race from 24 subjects. All 48 samples were analyzed using the Breath Biopsy Platform with GC-Orbitrap (TM) via thermal desorption gas chromatography-mass spectrometry. The Wilcoxon signed-rank test was used to determine whether VOC abundances differed between pre- and post-race breath samples (adjusted P-value < .05). We identified a total of 793 VOCs in the breath samples of elite runners. Of these, 63 showed significant differences between pre- and post-race samples after correction for multiple testing (12 decreased, 51 increased). The specific VOCs identified suggest the involvement of fatty acid oxidation, inflammation, and possible altered gut microbiome activity in response to exhaustive exercise. This study demonstrates significant changes in VOC abundance resulting from exhaustive exercise. Further investigation of VOC changes along with other physiological measurements can help improve our understanding of the effect of exhaustive exercise on the body and subsequent differences in VOCs in exhaled breath.
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页数:11
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共 41 条
  • [1] Volatile metabolites differentiate air-liquid interface cultures after infection with Staphylococcus aureus
    Ahmed, Waqar
    Bardin, Emmanuelle
    Davis, Michael D.
    Sermet-Gaudelus, Isabelle
    Delyle, Stanislas Grassin
    Fowler, Stephen J.
    [J]. ANALYST, 2023, 148 (03) : 618 - 627
  • [2] Fermentation of glycerol to 1,3-propanediol and 2,3-butanediol by Klebsiella pneumoniae
    Biebl, H
    Zeng, AP
    Menzel, K
    Deckwer, WD
    [J]. APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 1998, 50 (01) : 24 - 29
  • [3] Exercise-induced leg pain
    Bonasia, Davide Edoardo
    Rosso, Federica
    Cottino, Umberto
    Rossi, Roberto
    [J]. ASIA-PACIFIC JOURNAL OF SPORT MEDICINE ARTHROSCOPY REHABILITATION AND TECHNOLOGY, 2015, 2 (03): : 73 - 84
  • [4] Averaging correlations: Expected values and bias in combined Pearson rs and Fisher's z transformations
    Corey, DM
    Dunlap, WP
    Burke, MJ
    [J]. JOURNAL OF GENERAL PSYCHOLOGY, 1998, 125 (03) : 245 - 261
  • [5] Effect of short-duration lipid supplementation on fat oxidation during exercise and cycling performance
    Decombaz, Jacques
    Grathwohl, Dominik
    Pollien, Philippe
    Schmitt, Jeroen A. J.
    Borrani, Fabio
    Lecoultre, Virgile
    [J]. APPLIED PHYSIOLOGY NUTRITION AND METABOLISM-PHYSIOLOGIE APPLIQUEE NUTRITION ET METABOLISME, 2013, 38 (07): : 766 - 772
  • [6] Volatile Biomarkers in Breath Associated With Liver Cirrhosis - Comparisons of Pre- and Post-liver Transplant Breath Samples
    del Rio, R. Fernandez
    O'Hara, M. E.
    Holt, A.
    Pemberton, P.
    Shah, T.
    Whitehouse, T.
    Mayhew, C. A.
    [J]. EBIOMEDICINE, 2015, 2 (09): : 1243 - 1250
  • [7] Breath Biopsy® to Identify Exhaled Volatile Organic Compounds Biomarkers for Liver Cirrhosis Detection
    Ferrandino, Giuseppe
    De Palo, Giovanna
    Murgia, Antonio
    Birch, Owen
    Tawfike, Ahmed
    Smith, Rob
    Debiram-Beecham, Irene
    Gandelman, Olga
    Kibble, Graham
    Lydon, Anne Marie
    Groves, Alice
    Smolinska, Agnieszka
    Allsworth, Max
    Boyle, Billy
    van der Schee, Marc P.
    Allison, Michael
    Fitzgerald, Rebecca C.
    Hoare, Matthew
    Snowdon, Victoria K.
    [J]. JOURNAL OF CLINICAL AND TRANSLATIONAL HEPATOLOGY, 2023, 11 (03) : 638 - 648
  • [8] Molecular analysis of volatile metabolites released specifically by staphylococcus aureus and pseudomonas aeruginosa
    Filipiak, Wojciech
    Sponring, Andreas
    Baur, Maria Magdalena
    Filipiak, Anna
    Ager, Clemens
    Wiesenhofer, Helmut
    Nagl, Markus
    Troppmair, Jakob
    Amann, Anton
    [J]. BMC MICROBIOLOGY, 2012, 12
  • [9] The Formation of Methyl Ketones during Lipid Oxidation at Elevated Temperatures
    Grebenteuch, Sandra
    Kanzler, Clemens
    Klaussnitzer, Stefan
    Kroh, Lothar W.
    Rohn, Sascha
    [J]. MOLECULES, 2021, 26 (04):
  • [10] Characterization of standardized breath sampling for off-line field use
    Harshman, Sean W.
    Pitsch, Rhonda L.
    Davidson, Christina N.
    Scott, Alexander M.
    Hill, Elizabeth M.
    Smith, Zachary K.
    Strayer, Kraig E.
    Schaeublin, Nicole M.
    Wiens, Taylor L.
    Brothers, Michael C.
    Slusher, Grant M.
    Steele, Megan L.
    Geier, Brian A.
    Fan, Maomian
    Drummond, Leslie A.
    Martin, Jennifer A.
    [J]. JOURNAL OF BREATH RESEARCH, 2020, 14 (01)