Remote analysis and management of sweat biomarkers using a wearable microfluidic sticker in adult cystic fibrosis patients
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.
Article Details
Journal Info
Proceedings of the National Academy of Sciences
National Academy of Sciences
Authors (18)
Rachel S. Nelson
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Margaret G. Grossman
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Zasu M. Klug
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Mia Calamari
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Alvaro Donayre
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Thaddeus Cybulski
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Jared Schooley
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University
Garett J. Griffith
School of Physical Therapy and Human Movement Sciences, Northwestern University
Daniel M. Corcos
School of Physical Therapy and Human Movement Sciences, Northwestern University
Donald E. Wright
Epicore Biosystems, Inc.
Jessica C. Wallace
Epicore Biosystems, Inc.
Da Som Yang
School of Mechanical Engineering, Chung-Ang University
John A. Wright
Epicore Biosystems, Inc.
John A. Rogers
Stephen P. Lee
Epicore Biosystems, Inc.
Roozbeh Ghaffari
Epicore Biosystems, Inc.
A. J. Aranyosi
Epicore Biosystems, Inc.
Manu Jain
Division of Pulmonary and Critical Care Medicine, Feinberg School of Medicine, Northwestern University