Healing cascades and infections in wounds monitored using a wearable sensor of gaseous flux

Capabilities for quantitative monitoring of chronic wounds remain an unmet clinical need, as existing diagnostic approaches rely on semiquantitative evaluation of symptoms that lack sensitivity especially during early stages of infection. Here, we present a scheme for tracking wound physiology that leverages a miniature, wireless skin-interfaced device for noncontact, transient measurements of the flux of volatile organic compounds (VOCs) and water vapor from the wound microenvironment. Unlike emerging smart bandage platforms that rely on physical contact with the fragile wound bed to interrogate liquid-phase biomarkers, this strategy uses an engineered microclimate and suspended suite of sensors to measure the diffusive transport of wound-derived gases across the wound surface but separated from it. The result enables quantitative evaluation of metabolic activity and healing progression without perturbing the healing tissues. In biofilm growth models of Staphylococcus aureus , measurements demonstrate that trends in VOC flux correlate strongly with bacterial growth kinetics and precede any visible biofilm formation. Longitudinal monitoring of infected and noninfected wounds on diabetic mice shows that concurrent measurements of water vapor and VOC flux provide complementary physiological insights, capturing both the trajectory of barrier restoration and the dynamics of bacterial burden. The findings establish this noncontact sensing scheme as a distinct and clinically translatable paradigm for wound monitoring, with broad implications for noninvasive surveillance of disease states in which tissue metabolic activity and skin barrier integrity serve as actionable physiological readouts.

Authors

Institutions

Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2026-09-29
DOI
https://doi.org/10.1073/pnas.2613824123
Primary Topic
Wound Healing and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Healing cascades and infections in wounds monitored using a wearable sensor of gaseous flux

Joseph Woojin Song, Yonggang Y. Huang, Ansen Tan, Zixi Chen et al.
Proceedings of the National Academy of Sciences
Wound Healing and Treatments
article

Healing cascades and infections in wounds monitored using a wearable sensor of gaseous flux

Joseph Woojin Song, Yonggang Y. Huang, Ansen Tan, Zixi Chen, Chong-Min Kyung, Guillermo Antonio Ameer, John A. Rogers, Jacob Trueb, Kyung Rok Pyun, Shupeng Li, Aiwa Zhang, Neena Feldman, Fujie Yin, Joyce Eunsung Yoon, Amara D. Moreno, Evan J. Neuhart, Jaeho Shin
article en

Abstract

Capabilities for quantitative monitoring of chronic wounds remain an unmet clinical need, as existing diagnostic approaches rely on semiquantitative evaluation of symptoms that lack sensitivity especially during early stages of infection. Here, we present a scheme for tracking wound physiology that leverages a miniature, wireless skin-interfaced device for noncontact, transient measurements of the flux of volatile organic compounds (VOCs) and water vapor from the wound microenvironment. Unlike emerging smart bandage platforms that rely on physical contact with the fragile wound bed to interrogate liquid-phase biomarkers, this strategy uses an engineered microclimate and suspended suite of sensors to measure the diffusive transport of wound-derived gases across the wound surface but separated from it. The result enables quantitative evaluation of metabolic activity and healing progression without perturbing the healing tissues. In biofilm growth models of Staphylococcus aureus , measurements demonstrate that trends in VOC flux correlate strongly with bacterial growth kinetics and precede any visible biofilm formation. Longitudinal monitoring of infected and noninfected wounds on diabetic mice shows that concurrent measurements of water vapor and VOC flux provide complementary physiological insights, capturing both the trajectory of barrier restoration and the dynamics of bacterial burden. The findings establish this noncontact sensing scheme as a distinct and clinically translatable paradigm for wound monitoring, with broad implications for noninvasive surveillance of disease states in which tissue metabolic activity and skin barrier integrity serve as actionable physiological readouts.

Proceedings of the National Academy of SciencesVol. 123(40)
Northwestern University (US), Korea Advanced Institute of Science and Technology (KR), University of Illinois Urbana-Champaign (US), Northwestern University (PH), International Institute for Nanotechnology
Clean water and sanitation
Openalex Percentile: Top 15%
Wound Healing and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.