ArticleSmall (Weinheim an der Bergstrasse, Germany)2025
A Granular Hydrogel-Enabled Wearable Electrochemical Biosensing Platform for Continuous Non-Invasive Sweat Lactate Detection.
Article in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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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.
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Who cites it
8 citing papers in PubMed.
- Gelatin Hydrogel Crosslinking: From Molecular Design to Functional Soft Materials.Gels (Basel, Switzerland) · 2026Review
- A Flexible Wearable Multisensing Patch Integrating SWCNT-PtNPs Nanocomposites for Non-Invasive Clinical Biomarkers Monitoring in Sweat.Polymers · 2026Article
- Applications of Wearable Sweat Biosensors in Sports Activities with Real-World Cases.Bioengineering (Basel, Switzerland) · 2026Review
- Shadow-Calibrated Stereo Vision for Colorimetric Sweat Analysis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Making Sweat Measurable: Induction, Sampling, and Refreshment in Wearable Biofluid Sensing.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Advances in Laser-Induced Graphene for Flexible Sensors.Materials (Basel, Switzerland) · 2026Review
- Hydrogel-based sweat chloride sensor with high sensitivity and low hysteresis.Biosensors & bioelectronics · 2025Article
- A Granular Hydrogel-Enabled Wearable Electrochemical Biosensing Platform for Continuous Non-Invasive Sweat Lactate Detection.Small (Weinheim an der Bergstrasse, Germany) · 2025Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
Although continuous and non-invasive measurements of sweat biomarkers may provide vital health information, sweat collection often involves intense physical activities or chemical/thermal stimuli. The natural body sweat during endogenous metabolic or stress processes, secreted at much lower rates at rest, may be continuously analyzed using microfluidic devices integrated with hydrophilic rigid fillers; however, the sweat uptake and accumulation in thermoregulatory processes take too long for near-real-time measurements. This work provides an innovative body fluid collection strategy using a granular hydrogel scaffold (GHS), facilitating osmotic and capillary effects to uptake and transfer an ultralow amount of sweat into a microfluidic device at rest. Taken together with a spiral microfluidic channel, the GHS-embedded microfluidics reduce the evaporation of collected sweat and store it in a sensing well for near-real-time measurements. Integrating the sweat-collecting system with an enzymatic gold-graphene nanocomposite-modified laser-induced graphene (LIG) electrode and a LIG-based pH sensor enables the accurate continuous on-body detection of sweat lactate during normal daily activities at a low perspiration rate. The novel combination of a GHS-integrated microfluidic system with a low-cost, flexible, sensitive, and stable LIG-based sensing system provides an accessible technology for sweat-based biosensing during normal daily activities.
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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.