Trial reportNature communications2016
A wearable chemical-electrophysiological hybrid biosensing system for real-time health and fitness monitoring.
Trial report in Nature communications, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 195 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
195 citing papers in PubMed, 832 citations in OpenAlex.
- A novel device for detecting anaerobic threshold using sweat lactate during exercise.Scientific reports · 2021Trial
- AI-Ready Multimodal Wearable Biosensors Beyond Glucose: Biofluid Sampling, Sensor Fusion, and Clinical Translation.Biosensors · 2026Review
- Flexible Multimodal Wearable Biosensors for Continuous Health Monitoring: Recent Advances and Challenges.Biosensors · 2026Review
- Wireless, skin-interfaced multimodal sensing system for continuous psychophysiological monitoring-A wearable polygraph device.Science advances · 2026Article
- Wireless and in situ regenerable multimodal wearable bioelectronic sweat sensor for continuous biomarker monitoring in everyday settings.Nature biomedical engineering · 2026Article
- A hierarchical dual-lock mechanism empowered epifluidic patch for rapid glucose feedback in exercise-induced sweating.Mikrochimica acta · 2026Article
- Low-Temperature Sintering Inks for Printed Bioelectronics: Materials, Mechanisms, and Emerging Ideas.Biosensors · 2026Review
- An Integrated Flexible Bioelectrical and Biochemical Monitoring System Based on Spindle-Structured Directional Sweat-Pumping Nanomesh.Nano-micro letters · 2026Article
- Wearable Sensors for Health Monitoring.Biosensors · 2026Review
- Nanomaterial-Based Inkjet Printing for Electrochemical Sensing.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- What Is a Biosensor?-A Terminological Guide From Biomolecular Recognition to Bioindicators.Engineering in life sciences · 2026Review
- Dual-Mode Sensor with Saturated Mechanochromic Structural Color Enhanced by Black Conductive Hydrogel for Interactive Rehabilitation Monitoring.Nano-micro letters · 2026Article
- Review
- Integration of chemical and physical inputs for monitoring metabolites and cardiac signals in diabetes.Nature biomedical engineering · 2026Article
- Seeing inside the Body Using Wearable Sensing and Imaging Technologies.Advanced healthcare materials · 2025Review
- A body-scale textile-based electromyogram monitoring system with coaxially shielded conductive yarns.Science advances · 2025Article
- Continuous biosignal acquisition beyond the limit of epidermal turnover.Materials horizons · 2025Review
- Smart closed-loop drug delivery systems.Nature reviews bioengineering · 2025Article
- Wireless Soft Athlete Bioelectronics for Monitoring Carbon Dioxide Ventilation and Physiological Performance.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Noninvasive On-Skin Biosensors for Monitoring Diabetes Mellitus.Nano-micro letters · 2025Review
135 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
7 authors at 1 institution in 1 country.
Funding
Abstract
Flexible, wearable sensing devices can yield important information about the underlying physiology of a human subject for applications in real-time health and fitness monitoring. Despite significant progress in the fabrication of flexible biosensors that naturally comply with the epidermis, most designs measure only a small number of physical or electrophysiological parameters, and neglect the rich chemical information available from biomarkers. Here, we introduce a skin-worn wearable hybrid sensing system that offers simultaneous real-time monitoring of a biochemical (lactate) and an electrophysiological signal (electrocardiogram), for more comprehensive fitness monitoring than from physical or electrophysiological sensors alone. The two sensing modalities, comprising a three-electrode amperometric lactate biosensor and a bipolar electrocardiogram sensor, are co-fabricated on a flexible substrate and mounted on the skin. Human experiments reveal that physiochemistry and electrophysiology can be measured simultaneously with negligible cross-talk, enabling a new class of hybrid sensing devices.
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.