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Updated: Mar 31, 2026

Real-Time Void Spot Assay
Published on: February 10, 2023
Changes in urine headspace composition as an effect of strenuous walking
Devasena Samudrala1, Brigitte Geurts2, Phil A Brown3
1Institute Molecules & Materials, Life Science Trace Gas Facility, Radboud University Nijmegen, 6500 GL Nijmegen, The Netherlands.
Researchers used proton transfer reaction mass spectrometry (PTR-MS) to identify urinary biomarkers for metabolic changes during strenuous walking. Acetic acid in urine emerged as a key indicator of exercise effects, offering insights into metabolic responses.
Area of Science:
- Metabolomics
- Biomarker Discovery
- Exercise Physiology
Background:
- Strenuous physical activity, such as endurance walking, significantly impacts human metabolism.
- Monitoring metabolic changes in athletes and participants of mass sporting events is crucial for health and performance.
- Existing methods for metabolic monitoring may not be suitable for real-time or large-scale application.
Purpose of the Study:
- To investigate the utility of proton transfer reaction mass spectrometry (PTR-MS) for identifying urinary metabolic biomarkers associated with strenuous walking.
- To differentiate metabolic profiles before and after exercise across different participant groups (controls, type-1 diabetes, type-2 diabetes).
- To assess the potential of urinary biomarkers for monitoring exercise-induced metabolic alterations in mass participation events.
Main Methods:
- Collection of urine, breath, and blood samples from 51 participants during the International Four Days Marches event.
- Application of proton transfer reaction mass spectrometry (PTR-MS) for analyzing volatile organic compounds in samples.
- Utilisation of multivariate and univariate statistical analyses to identify significant metabolic changes and biomarkers.
Main Results:
- Multivariate analysis successfully discriminated between pre- and post-exercise metabolic states for all participant groups across multiple days.
- Twelve molecular ions were identified as significant contributors to this discrimination.
- Acetic acid in urine was confirmed as a significant biomarker, showing increased levels post-exercise.
- Urinary acetone analysis revealed time-averaged metabolic effects over the 4-day event, contrasting with immediate breath acetone measurements.
Conclusions:
- PTR-MS analysis of urine can effectively detect and monitor metabolic alterations induced by strenuous walking.
- Acetic acid is a promising urinary biomarker for assessing exercise-related metabolic changes.
- Urinary metabolic profiling offers a valuable tool for monitoring participants in large-scale exercise events, providing insights into metabolic responses over time.
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