ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Making Sweat Measurable: Induction, Sampling, and Refreshment in Wearable Biofluid Sensing.
Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Sweat has emerged as a promising biofluid for wearable health monitoring due to its ability to provide noninvasive and continuous access to a wide range of biomarkers. While advances in sensing materials and device integration have accelerated the field, measurement reliability is fundamentally governed by how sweat is induced, intercepted, transported, and refreshed at the skin-device interface. Outside of exercise or thermal stress, sweat secretion is often low, transient, and spatially heterogeneous, making sweat availability-not sensing chemistry-the primary constraint for continuous monitoring. This Review reframes sweat sampling as an integrated engineering pipeline spanning physiological induction, on-skin capture, directional transport, flow regulation, storage, and outlet-driven refreshment. We summarize sweat gland physiology and compositional dynamics that define biomarker accessibility, compare whole-body, localized thermal, and cholinergic induction strategies, and analyze modern microfluidic architectures designed to sustain temporal resolution under low and variable sweat flux. Particular emphasis is placed on system-level coupling between programmable induction and controlled fluid handling to enable quantitative and long-duration monitoring. By shifting focus from sensing chemistry alone to induction-sampling integration, we outline design principles required to make sweat a reliable and comparable biofluid for real-world wearable applications.
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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 Socratic graph.