ReviewMicrosystems & nanoengineering2023
Wearable and flexible electrochemical sensors for sweat analysis: a review.
Review in Microsystems & nanoengineering, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 162 papers, 2 of them syntheses that pooled 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.
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
162 citing papers in PubMed, 2 syntheses or guidelines pooled it, 610 citations in OpenAlex.
- Development Boards and Microcontroller Platforms in Sports and Physical Activity: A Systematic Review.Sensors (Basel, Switzerland) · 2026Pooled it
- Mapping smart technologies and nutritional strategies for monitoring cognitive resilience in military personnel under extreme operational conditions: a scoping review.Frontiers in nutrition · 2026Pooled it
- No effect of tattoos on local sweat concentrations of select cytokines, cortisol, glucose, blood urea nitrogen, or lactate during exercise.Scientific reports · 2024Trial
- Microfluidic valves for wearable sweat analysis: a review.Analytical sciences : the international journal of the Japan Society for Analytical Chemistry · 2026Review
- Metal-organic framework-based wearable electrochemical glucose sensors for sweat analysis: materials design, sensing mechanisms, and future perspectives.RSC advances · 2026Review
- Evaluation of a Wearable Hydration Monitor for Estimating Sweat Loss and Hydration Status in Collegiate Athletes: A Pilot Study.Nutrients · 2026Article
- Preserving Sample, Interface, and Signal Fidelity in Wearable Sweat Electrolyte Monitoring During Exercise.Biosensors · 2026Review
- A mechanically robust wearable sweat analysis platform with plug-and-play interconnects for continuous biomarker profiling.Microsystems & nanoengineering · 2026Article
- Investigation of a surface decorated Ag-MnORSC advances · 2026Article
- On-Skin Wearable Health Monitoring Devices: Recent Trends and Perspectives.Sensors (Basel, Switzerland) · 2026Review
- Advances in Cellulose-Based Materials for Bionic Sensors.Macromolecular rapid communications · 2026Review
- Saliva, Sweat, and Exhaled Breath as Alternative Specimens for Exercise Chemistry: Analytical Advantages, Limitations, and Comparative Progress.Biomedical chromatography : BMC · 2026Review
- Smart wearable biosensors: a transformative synergy between diagnosis and treatment of disease.RSC advances · 2026Review
- Carbon Nanotube-Based Biosensors for Non-Invasive Biofluid Analysis.Biosensors · 2026Review
- Polymer-Based Multiparameter Sensing Integrated Photonic Chip for Health Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Advances and Challenges in Wearable Sensors for Health Monitoring.ACS applied materials & interfaces · 2026Review
- Portable Sensing Systems in Biological and Chemical Analyses: A Review of Sensor Technologies, Miniaturized Platforms, Data Processing, and Field Applications.Micromachines · 2026Review
- From Static to Dynamic: The Convergence of Nanomaterials and 3D/4D Bioprinting for Adaptive Wearable Sports Biosensors.Biosensors · 2026Review
- Single source precursor-enabled NiS nanosheets on flexible carbon cloth for sensitive electrochemical detection of chloramphenicol in food and biological matrix.Mikrochimica acta · 2026Article
- Electrochemical Aptasensor Based on rGO@gold Nanoparticles for Neuropeptide Y Detection.Biosensors · 2026Article
102 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
20 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Flexible wearable sweat sensors allow continuous, real-time, noninvasive detection of sweat analytes, provide insight into human physiology at the molecular level, and have received significant attention for their promising applications in personalized health monitoring. Electrochemical sensors are the best choice for wearable sweat sensors due to their high performance, low cost, miniaturization, and wide applicability. Recent developments in soft microfluidics, multiplexed biosensing, energy harvesting devices, and materials have advanced the compatibility of wearable electrochemical sweat-sensing platforms. In this review, we summarize the potential of sweat for medical detection and methods for sweat stimulation and collection. This paper provides an overview of the components of wearable sweat sensors and recent developments in materials and power supply technologies and highlights some typical sensing platforms for different types of analytes. Finally, the paper ends with a discussion of the challenges and a view of the prospective development of this exciting field.
Indexed as
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.