Remote analysis and management of sweat biomarkers using a wearable microfluidic sticker in adult cystic fibrosis patients

Sweat parameters such as volume and chloride concentration may offer invaluable clinical insights for people with CF (PwCF). Pilocarpine-induced sweat collection for chloridometry measurement is the gold standard for a CF diagnosis, but this technique is cumbersome and not suitable for remote settings or repeat measurements. We have previously reported the utility of a skin-interfaced microfluidic device (CF Patch) in conjunction with a smartphone image processing platform that enables real-time measurement of sweating rates and sodium chloride loss in laboratory and remote settings. Here, we conducted clinical studies assessing the accuracy of the CF Patch compared to chloridometry when using pilocarpine to induce sweat. We also tested the feasibility and accuracy of exercise-induced sweat chloride measurements in PwCF and healthy volunteers (HV). In the laboratory, using either pilocarpine or exercise to induce sweat, the CF Patch demonstrated strong correlations with sweat chloride measured by pilocarpine-induced chloridometry. In remote settings, exercise-induced sweat chlorides measured using the CF patch were strongly correlated with in-laboratory exercise-induced CF patch sweat chlorides in HV but had a weaker correlation in PwCF. For PwCF on CFTR modulators, there was greater day-to-day variability in sweat chloride compared to HV, which highlights the limitations of assessing CFTR modulator efficacy and pharmacodynamics based on a single in-laboratory chloridometry measurement. Moreover, these findings demonstrate that the CF Patch is suitable as a remote management device capable of measuring serial sweat chloride concentrations and offers the potential of monitoring the efficacy of CF medication regimens but should not replace pilocarpine-based chloridometry for making a CF diagnosis.

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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2025-08-12
DOI
https://doi.org/10.1073/pnas.2506137122
Citations
6
Primary Topic
Cystic Fibrosis Research Advances
Type
article
Field-Weighted Citation Impact
9.11

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article

Remote analysis and management of sweat biomarkers using a wearable microfluidic sticker in adult cystic fibrosis patients

Jessica C. Wallace, Donald E. Wright, Manu Jain, R. Nelson et al.
6 citations
Proceedings of the National Academy of Sciences
Cystic Fibrosis Research Advances
9.11
article

Remote analysis and management of sweat biomarkers using a wearable microfluidic sticker in adult cystic fibrosis patients

Jessica C. Wallace, Donald E. Wright, Manu Jain, R. Nelson, Jared Schooley, John A. Rogers, John A. Wright, Alexander J. Aranyosi, Stephen P. Lee, M. Grossman, Roozbeh Ghaffari, Alvaro Donayre, Daniel M. Corcos, Thaddeus R. Cybulski, Zasu M. Klug, Mia Calamari, Da Som Yang, G.C. Griffith
article en
6 citations

Abstract

Sweat parameters such as volume and chloride concentration may offer invaluable clinical insights for people with CF (PwCF). Pilocarpine-induced sweat collection for chloridometry measurement is the gold standard for a CF diagnosis, but this technique is cumbersome and not suitable for remote settings or repeat measurements. We have previously reported the utility of a skin-interfaced microfluidic device (CF Patch) in conjunction with a smartphone image processing platform that enables real-time measurement of sweating rates and sodium chloride loss in laboratory and remote settings. Here, we conducted clinical studies assessing the accuracy of the CF Patch compared to chloridometry when using pilocarpine to induce sweat. We also tested the feasibility and accuracy of exercise-induced sweat chloride measurements in PwCF and healthy volunteers (HV). In the laboratory, using either pilocarpine or exercise to induce sweat, the CF Patch demonstrated strong correlations with sweat chloride measured by pilocarpine-induced chloridometry. In remote settings, exercise-induced sweat chlorides measured using the CF patch were strongly correlated with in-laboratory exercise-induced CF patch sweat chlorides in HV but had a weaker correlation in PwCF. For PwCF on CFTR modulators, there was greater day-to-day variability in sweat chloride compared to HV, which highlights the limitations of assessing CFTR modulator efficacy and pharmacodynamics based on a single in-laboratory chloridometry measurement. Moreover, these findings demonstrate that the CF Patch is suitable as a remote management device capable of measuring serial sweat chloride concentrations and offers the potential of monitoring the efficacy of CF medication regimens but should not replace pilocarpine-based chloridometry for making a CF diagnosis.

Proceedings of the National Academy of SciencesVol. 122(33)
Northwestern University (US), Umicore (Belgium) (BE), Shirley Ryan AbilityLab (US), Science North (CA), Lung Institute (US), Division of Materials Science and Engineering (AU), Jesse Brown VA Medical Center (US), Electronic Product Services (Czechia) (CZ), BioElectronics (United States) (US), Chung-Ang University (KR)
Foundation for the National Institutes of Health, National Heart, Lung, and Blood Institute
Good health and well-being
Openalex Percentile: Top 2%
Cystic Fibrosis Research Advances
9.11
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