ArticleAdvanced materials (Deerfield Beach, Fla.)2023
A Breathable, Passive-Cooling, Non-Inflammatory, and Biodegradable Aerogel Electronic Skin for Wearable Physical-Electrophysiological-Chemical Analysis.
Article in Advanced materials (Deerfield Beach, Fla.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 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
29 citing papers in PubMed, 109 citations in OpenAlex.
- Robust, Breathable and Stretchable Liquid Metal Composite Nanofibre for Physiological Electrical Signal Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Compressible and Stretchable Aerogels: Construction Strategies and Applications in Personal Thermal Management and Wearable Electronics.Gels (Basel, Switzerland) · 2026Review
- Skin Relevant Biomaterials from Wound Healing, Medical Aesthetics, Flexible Electronics to Artificial Intelligence and Beyond.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Recent Advances in Biomimetic Hydrogels for Bioelectronics and Human-Machine Interactions.Gels (Basel, Switzerland) · 2026Review
- A clinically deployed dual-compartment biochemical monitoring platform for human liver perfusion.Nature communications · 2026Article
- All-Polyimide-Mediated Liquid Metal Assembly on Aerogels for Breathable and Robust Electronic Skins.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Multimodal Wearable Biosensing Meets Multidomain AI: A Pathway to Decentralized Healthcare.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- A Highly Permeable and Three-Dimensional Integrated Electronic System for Wearable Human-Robot Interaction.Nano-micro letters · 2026Article
- Review
- Washable heat-resistant and inkjet-printed devices on cotton fabric for wearable applications.Nature communications · 2025Article
- A self-powered hydration-monitoring and drug-delivery skin patch for closed-loop treatment of atopic dermatitis.Microsystems & nanoengineering · 2025Article
- A Granular Hydrogel-Enabled Wearable Electrochemical Biosensing Platform for Continuous Non-Invasive Sweat Lactate Detection.Small (Weinheim an der Bergstrasse, Germany) · 2025Article
- Motion-unrestricted dynamic electrocardiogram system utilizing imperceptible electronics.Nature communications · 2025Article
- Emerging Thermal Detectors Based on Low-Dimensional Materials: Strategies and Progress.Nanomaterials (Basel, Switzerland) · 2025Review
- Rapidly self-healing electronic skin for machine learning-assisted physiological and movement evaluation.Science advances · 2025Article
- Synergistic Strategies of Biomolecular Transport Technologies in Transdermal Healthcare Systems.Advanced healthcare materials · 2024Review
- Breathable, Adhesive, and Biomimetic Skin-Like Super Tattoo.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- A Highly Stretchable, Conductive, and Transparent Bioadhesive Hydrogel as a Flexible Sensor for Enhanced Real-Time Human Health Monitoring.Advanced materials (Deerfield Beach, Fla.) · 2024Article
- Ultrathin aerogel-structured micro/nanofiber metafabric via dual air-gelation synthesis for self-sustainable heating.Nature communications · 2024Article
- AI-Assisted Detection of Biomarkers by Sensors and Biosensors for Early Diagnosis and Monitoring.Biosensors · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors at 7 institutions in 1 country.
Funding
Abstract
Real-time monitoring of human health can be significantly improved by designing novel electronic skin (E-skin) platforms that mimic the characteristics and sensitivity of human skin. A high-quality E-skin platform that can simultaneously monitor multiple physiological and metabolic biomarkers without introducing skin discomfort or irritation is an unmet medical need. Conventional E-skins are either monofunctional or made from elastomeric films that do not include key synergistic features of natural skin, such as multi-sensing, breathability, and thermal management capabilities in a single patch. Herein, a biocompatible and biodegradable E-skin patch based on flexible gelatin methacryloyl aerogel (FGA) for non-invasive and continuous monitoring of multiple biomarkers of interest is engineered and demonstrated. Taking advantage of cryogenic temperature treatment and slow polymerization, FGA is fabricated with a highly interconnected porous structure that displays good flexibility, passive-cooling capabilities, and ultra-lightweight properties that make it comfortable to wear for long periods of time. It also provides numerous permeable capillary channels for thermal-moisture transfer, ensuring its excellent breathability. Therefore, the engineered FGA-based E-skin can simultaneously monitor body temperature, hydration, and biopotentials via electrophysiological sensors and detect glucose, lactate, and alcohol levels via electrochemical sensors. This work offers a previously unexplored materials strategy for next-generation E-skin platforms with superior practicality.
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.