# Skin CO2 sniffing for wearable metabolic monitoring

**Authors:** Seung-Rok Kim, Noelle Davis, Kalynna Tang, George A. Brooks, Ali Javey

PMC · DOI: 10.1126/sciadv.aec2376 · Science Advances · 2026-02-25

## TL;DR

A wearable device that detects CO2 from the skin can monitor metabolism continuously and noninvasively, offering an alternative to traditional breath analysis.

## Contribution

A wearable on-skin gas-sniffing system that correlates skin-emitted CO2 with metabolic rate and exhaled CO2.

## Key findings

- Skin-emitted CO2 correlates strongly with exhaled CO2 during rest and exercise.
- Skin-emitted CO2 is about four orders of magnitude lower than exhaled CO2.
- Skin-emitted CO2 correlates with metabolic rate, suggesting its use as a metabolic indicator.

## Abstract

CO2 is a key physiological parameter used to assess hypoventilation and to estimate metabolic rates. However, current CO2 monitoring relies on bulky breath-analysis systems that are impractical for continuous use in daily life. Here, we present a wearable on-skin gas-sniffing system that quantifies skin-emitted CO2 and establishes its physiological relevance through direct correlation with exhaled CO2 and metabolic rate. Participant studies demonstrate strong correlations between CO2 flow rates from the skin and breath during both rest and exercise, with skin-emitted CO2 approximately four orders of magnitude lower than exhaled CO2. Skin-emitted CO2 also correlates with metabolic rate, suggesting its potential as a surrogate for breath-based indirect calorimetry. With its wearable form factor and physiological relevance, this skin gas sniffing system enables continuous, noninvasive metabolic monitoring and opens opportunities for studying skin gas exchange.

CO2 released from the skin offers an alternative to breath for tracking metabolism.

## Linked entities

- **Chemicals:** CO2 (PubChem CID 280)

## Full-text entities

- **Diseases:** hypoventilation (MESH:D007040)
- **Chemicals:** water (MESH:D014867), volatile organic compounds (MESH:D055549), CO2 (MESH:D002245), Agilus30 Clear (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

17 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935033/full.md

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Source: https://tomesphere.com/paper/PMC12935033