Evidence map›Paper›PMID 33790027›Full record

ArticleScience translational medicine2021

Soft, skin-interfaced sweat stickers for cystic fibrosis diagnosis and management.

Tyler R Ray, Maja Ivanovic, Paul M Curtis, Daniel Franklin, Kerem Guventurk, William J Jeang, Joseph Chafetz, Hannah Gaertner, Grace Young, Steve Rebollo and 12 more

Open access · greenAbstract read
In one paragraph

Article in Science translational medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed
13.6field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

43 citing papers in PubMed, 127 citations in OpenAlex.

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  9. Remote analysis and management of sweat biomarkers using a wearable microfluidic sticker in adult cystic fibrosis patients.Proceedings of the National Academy of Sciences of the United States of America · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

22 authors at 3 institutions in 3 countries.

Tyler R RayDepartment of Mechanical Engineering, University of Hawaii at Manoa, Honolulu, HI 96822, USA.ORCID 0000-0001-7047-9676
Maja IvanovicNorthwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Paul M CurtisDepartment of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0003-1644-1575
Daniel FranklinQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.
Kerem GuventurkDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-5821-3864
William J JeangDepartment of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-5401-8535
Joseph ChafetzDepartment of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA.
Hannah GaertnerDepartment of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0001-6070-5924
Grace YoungDepartment of Materials Science and Engineering, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0003-1254-9415
Steve RebolloPritzker School of Molecular Engineering and Department of Physics, University of Chicago, Chicago, IL 60637, USA.ORCID 0000-0001-9806-8924
Jeffrey B ModelQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0003-3052-7076
Stephen P LeeQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-8521-8652
John CiraldoMicro/Nano Fabrication Facility (NUFAB) Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0003-1403-8213
Jonathan T ReederQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-7624-7355
Aurélie Hourlier-FargetteQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-0148-4145
Amay J BandodkarQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-1792-1506
Jungil ChoiQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-3659-8978
Alexander J AranyosiQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0002-8133-5026
Roozbeh GhaffariQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA.ORCID 0000-0001-5380-2363
Susanna A McColleyDepartment of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.ORCID 0000-0003-0842-728X
Shannon HaymondDepartment of Pathology, Northwestern Feinberg School of Medicine, Chicago, IL 60611, USA.
John A RogersQuerrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, IL 60202, USA. jrogers@northwestern.edu.ORCID 0000-0002-3830-5980
Northwestern University · USKookmin University · KRUniversity of Chicago · US

Funding

TRPA1 Physiology in Diabetes, Metabolic Syndrome, and MetabolismP20GM113134 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI Michael A. Ortega · 2017 to 2026
$21.5M
Soft, Epidermal Biosystems with Advanced Sensing and Microfluidics Capabilities for Assessing Fatigability BiomarkersR43AG067835 · NIA · EPICORE BIOSYSTEMS, INC. · PI ARANYOSI, ALEXANDER J · 2020 to 2020
$252k
NIA NIH HHS R43 AG067835NIGMS NIH HHS P20 GM113134
6 · The paper itself

Abstract

The concentration of chloride in sweat remains the most robust biomarker for confirmatory diagnosis of cystic fibrosis (CF), a common life-shortening genetic disorder. Early diagnosis via quantitative assessment of sweat chloride allows prompt initiation of care and is critically important to extend life expectancy and improve quality of life. The collection and analysis of sweat using conventional wrist-strapped devices and iontophoresis can be cumbersome, particularly for infants with fragile skin, who often have insufficient sweat production. Here, we introduce a soft, epidermal microfluidic device ("sweat sticker") designed for the simple and rapid collection and analysis of sweat. Intimate, conformal coupling with the skin supports nearly perfect efficiency in sweat collection without leakage. Real-time image analysis of chloride reagents allows for quantitative assessment of chloride concentrations using a smartphone camera, without requiring extraction of sweat or external analysis. Clinical validation studies involving patients with CF and healthy subjects, across a spectrum of age groups, support clinical equivalence compared to existing device platforms in terms of accuracy and demonstrate meaningful reductions in rates of leakage. The wearable microfluidic technologies and smartphone-based analytics reported here establish the foundation for diagnosis of CF outside of clinical settings.

Indexed as

Cystic FibrosisSweatChloridesHumansInfantQuality of LifeSmartphoneChlorides

Identifiers

PMID33790027
PMCPMC8351625
OpenAlexW3142547257

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.