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Continuous Monitoring of Psychosocial Stress by Non-Invasive Volatilomics
Elias Mansour1, Walaa Saliba1, Yoav Y Broza1
1The Department of Chemical Engineering, Technion-Israel Institute of Technology, Haifa 3200003, Israel.
ACS Sensors
|July 26, 2023
Summary
Volatile organic compounds (VOCs) in breath show potential as non-invasive stress biomarkers. This study identified stress-related VOCs and demonstrated their use in a real-time stress detection tool.
Area of Science:
- Biomedical Engineering
- Analytical Chemistry
- Psychophysiology
Background:
- Current stress detection methods (e.g., questionnaires) are subjective and unsuitable for long-term monitoring.
- Existing physiological biomarkers (e.g., HRV, cortisol) have limitations for real-time, non-invasive monitoring.
- There is a need for objective, real-time, non-invasive stress detection tools.
Purpose of the Study:
- To investigate the potential of breath and skin volatile organic compound (VOC) fingerprinting as non-invasive stress biomarkers.
- To develop a prediction model for stress-related VOCs.
- To assess the feasibility of using VOCs for real-time stress monitoring.
Main Methods:
- Induction of acute stress using the Trier Social Stress Test (TSST).
- Measurement of heart rate variability (HRV), cortisol, and anxiety levels.
- Collection and analysis of VOCs using Gas Chromatography-Mass Spectrometry (GC-MS) and a sensor array.
- Development of a prediction model for stress-related VOCs.
Main Results:
- A prediction model identified eight stress-related VOCs with up to 78% accuracy.
- A gold nanoparticle-based sensor detected significant differences in breath VOC fingerprints between stressed and non-stressed states.
- VOC levels changed during and after stress induction, indicating dynamic metabolic responses.
- VOCs showed correlation with cortisol levels, suggesting complementary information for stress detection.
Conclusions:
- Volatile organic compounds (VOCs) show promise as objective, non-invasive biomarkers for real-time stress detection.
- VOC fingerprinting can differentiate between stressed and non-stressed individuals.
- This approach could lead to novel tools for well-being monitoring and early detection of stress-related diseases.
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