Cited by 110Emotion and Mood RecognitionAdvanced Sensor and Energy Harvesting MaterialsStress Responses and Cortisol

Identification of Suitable Biomarkers for Stress and Emotion Detection for Future Personal Affective Wearable Sensors

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Zamkah, Abdulaziz, Hui, Terence, Andrews, Simon, Dey, Nilanjan, Shi, Fuqian, Sherratt, R. Simon·2020·Biosensors

Abstract

Skin conductivity (i.e., sweat) forms the basis of many physiology-based emotion and stress detection systems. However, such systems typically do not detect the biomarkers present in sweat, and thus do not take advantage of the biological information in the sweat. Likewise, such systems do not detect the volatile organic components (VOC’s) created under stressful conditions. This work presents a review into the current status of human emotional stress biomarkers and proposes the major potential biomarkers for future wearable sensors in affective systems. Emotional stress has been classified as a major contributor in several social problems, related to crime, health, the economy, and indeed quality of life. While blood cortisol tests, electroencephalography and physiological parameter methods are the gold standards for measuring stress; however, they are typically invasive or inconvenient and not suitable for wearable real-time stress monitoring. Alternatively, cortisol in biofluids and VOCs emitted from the skin appear to be practical and useful markers for sensors to detect emotional stress events. This work has identified antistress hormones and cortisol metabolites as the primary stress biomarkers that can be used in future sensors for wearable affective systems.

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Authors
Zamkah, A., Hui, T., Andrews, S., Dey, N., Shi, F., & Sherratt, R. S.
Affiliations
  • University of Reading (GB)
  • Techno India Group (India) (IN)
  • Rutgers, The State University of New Jersey (US)
Corresponding author
Sherratt, R. Simon
Venue
Biosensors
Publisher
MDPI AG
Published
2020-04-16
Volume
10
Issue
4
Pages
40
ISSN
2079-6374 (ISSN-L)
OpenAlex
W3017363702
Cited by
110
References
4
Citations by year
2026: 9 · 2025: 18 · 2024: 18 · 2023: 21 · 2022: 18 · 2021: 19 · 2020: 7
FWCI
2.36
Type
journal article
Language
en
Open access
Locations
  • Biosensors (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • CentAUR (University of Reading) (acceptedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Saudi Arabia Cultural Bureau in London (1026378974)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Emotion and Mood Recognition
  • Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
  • Life Sciences › Neuroscience › Behavioral Neuroscience › Stress Responses and Cortisol
Keywords
stress biomarkers, emotion recognition, wearable sensors, affective computing, skin conductance, sweat, volatile organic compounds, cortisol, cortisol metabolites, real-time stress monitoring
MeSH terms
Wearable Electronic Devices, Emotions, Humans, Stress, Psychological, Biomarkers

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