A physicochemical-sensing electronic skin for stress response monitoring

Changhao Xu, Yu Song, Juliane R. Sempionatto, Samuel A. Solomon, You Yu, Hnin Y.Y. Nyein, Roland Yingjie Tay, Jiahong Li, Wenzheng Heng, Jihong Min, Alison Lao, Tzung K. Hsiai, Jennifer A. Sumner, Wei Gao*

*Corresponding author for this work

Research output: Contribution to journalJournal Articlepeer-review

Abstract

Approaches to quantify stress responses typically rely on subjective surveys and questionnaires. Wearable sensors can potentially be used to continuously monitor stress-relevant biomarkers. However, the biological stress response is spread across the nervous, endocrine and immune systems, and the capabilities of current sensors are not sufficient for condition-specific stress response evaluation. Here we report an electronic skin for stress response assessment that non-invasively monitors three vital signs (pulse waveform, galvanic skin response and skin temperature) and six molecular biomarkers in human sweat (glucose, lactate, uric acid, sodium ions, potassium ions and ammonium). We develop a general approach to prepare electrochemical sensors that relies on analogous composite materials for stabilizing and conserving sensor interfaces. The resulting sensors offer long-term sweat biomarker analysis of more than 100 h with high stability. We show that the electronic skin can provide continuous multimodal physicochemical monitoring over a 24-hour period and during different daily activities. With the help of a machine learning pipeline, we also show that the platform can differentiate three stressors with an accuracy of 98.0% and quantify psychological stress responses with a confidence level of 98.7%.

Original languageEnglish
Pages (from-to)168-179
Number of pages12
JournalNature Electronics
Volume7
Issue number2
DOIs
Publication statusPublished - Feb 2024

Bibliographical note

Publisher Copyright:
© The Author(s), under exclusive licence to Springer Nature Limited 2024.

Fingerprint

Dive into the research topics of 'A physicochemical-sensing electronic skin for stress response monitoring'. Together they form a unique fingerprint.

Cite this