ArticleScience advances2020
Skin-interfaced microfluidic system with personalized sweating rate and sweat chloride analytics for sports science applications.
Article in Science advances, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.
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.
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.
Who cites it
66 citing papers in PubMed.
- Thermoregulation and dehydration in children and youth exercising in extreme heat compared with adults.British journal of sports medicine · 2025Trial
- A full-range sweat rate sensor with superhydrophobic heterophase shunt for psychology, skin health and body dehydration evaluating.Science advances · 2026Article
- Self-Powered Triboelectric Biofluid Sensors for Early Disease Screening and Diagnosis: A Review.Nanomaterials (Basel, Switzerland) · 2026Review
- Microfluidic valves for wearable sweat analysis: a review.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026Review
- AI-Ready Multimodal Wearable Biosensors Beyond Glucose: Biofluid Sampling, Sensor Fusion, and Clinical Translation.Biosensors · 2026Review
- Applications of Wearable Sweat Biosensors in Sports Activities with Real-World Cases.Bioengineering (Basel, Switzerland) · 2026Review
- Wearable Electronics for Precision Diagnosis Through Advanced Manufacturing and Integration.Nano-micro letters · 2026Review
- Consumer Smartwatch Technology in Health and Performance Research: Validity, Limitations, and Real-World Applications.Sensors (Basel, Switzerland) · 2026Review
- Fully 3D-Printed Analytical Device Based on a Novel Floating Electrode Mechanism for Sweat Rate Acquisition.ACS measurement science au · 2026Article
- Review
- Wearable technologies in clinical trials for drug development: trends and emerging opportunities.Nature reviews. Drug discovery · 2026Review
- Wearable Biosensors for Continuous Monitoring of Chronic Kidney Disease: Materials, Biofluids, and Digital Health Integration.Biosensors · 2026Review
- Review
- Challenges and opportunities of wearable molecular sensors in endocrinology and metabolism.Nature reviews. Endocrinology · 2026Review
- Hydrogel-based sweat chloride sensor with high sensitivity and low hysteresis.Biosensors & bioelectronics · 2025Article
- Wearable solar fluidic system.Science advances · 2025Article
- Smart closed-loop drug delivery systems.Nature reviews bioengineering · 2025Article
- 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 · 2025Article
- A bioinspired microfluidic wearable sensor for multiday sweat sampling, transport, and metabolic analysis.Science advances · 2025Article
- A Generative AI-Assisted Piezo-MEMS Ultrasound Device for Plant Dehydration Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
6 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Advanced capabilities in noninvasive, in situ monitoring of sweating rate and sweat electrolyte losses could enable real-time personalized fluid-electrolyte intake recommendations. Established sweat analysis techniques using absorbent patches require post-collection harvesting and benchtop analysis of sweat and are thus impractical for ambulatory use. Here, we introduce a skin-interfaced wearable microfluidic device and smartphone image processing platform that enable analysis of regional sweating rate and sweat chloride concentration ([Cl
Identifiers
What OpenQuestion holds
Registered trials
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.