ArticleProceedings of the National Academy of Sciences of the United States of America2021
Wireless, soft electronics for rapid, multisensor measurements of hydration levels in healthy and diseased skin.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 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
19 citing papers in PubMed.
- Patterned wireless transcranial optogenetics generates artificial perception.Nature neuroscience · 2026Article
- Breathable, wearable skin analyzer for reliable long-term monitoring of skin barrier function and individual environmental health impacts.Nature communications · 2025Article
- A self-powered hydration-monitoring and drug-delivery skin patch for closed-loop treatment of atopic dermatitis.Microsystems & nanoengineering · 2025Article
- Skin-Inspired Healthcare Electronics.Biomimetics (Basel, Switzerland) · 2025Review
- Nonlinear Conductive Graphene Composites for Pressure Sensing with a Linear Response and Voltage-Driven Thermal Correction.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- Role of chemistry in nature-inspired skin adhesives.Chemical science · 2025Review
- Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions.JMIR mHealth and uHealth · 2025Article
- Review
- Beyond Flexible: Unveiling the Next Era of Flexible Electronic Systems.Advanced materials (Deerfield Beach, Fla.) · 2024Review
- Bioresorbable shape-adaptive structures for ultrasonic monitoring of deep-tissue homeostasis.Science (New York, N.Y.) · 2024Article
- Materials and Device Designs for Wireless Monitoring of Temperature and Thermal Transport Properties of Wound Beds during Healing.Advanced healthcare materials · 2024Article
- A monolithically integrated in-textile wristband for wireless epidermal biosensing.Science advances · 2023Article
- Wireless, Soft Sensors of Skin Hydration with Designs Optimized for Rapid, Accurate Diagnostics of Dermatological Health.Advanced healthcare materials · 2023Article
- Reliability analysis of a novel measurement system for quantifying human skin color.Skin health and disease · 2023Article
- Advanced thermal sensing techniques for characterizing the physical properties of skin.Applied physics reviews · 2022Review
- Translational gaps and opportunities for medical wearables in digital health.Science translational medicine · 2022Review
- Digitally-embroidered liquid metal electronic textiles for wearable wireless systems.Nature communications · 2022Article
- Flexible Doppler ultrasound device for the monitoring of blood flow velocity.Science advances · 2021Article
- Miniaturized soft centrifugal pumps with magnetic levitation for fluid handling.Science advances · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
26 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Precise, quantitative measurements of the hydration status of skin can yield important insights into dermatological health and skin structure and function, with additional relevance to essential processes of thermoregulation and other features of basic physiology. Existing tools for determining skin water content exploit surrogate electrical assessments performed with bulky, rigid, and expensive instruments that are difficult to use in a repeatable manner. Recent alternatives exploit thermal measurements using soft wireless devices that adhere gently and noninvasively to the surface of the skin, but with limited operating range (∼1 cm) and high sensitivity to subtle environmental fluctuations. This paper introduces a set of ideas and technologies that overcome these drawbacks to enable high-speed, robust, long-range automated measurements of thermal transport properties via a miniaturized, multisensor module controlled by a long-range (∼10 m) Bluetooth Low Energy system on a chip, with a graphical user interface to standard smartphones. Soft contact to the surface of the skin, with almost zero user burden, yields recordings that can be quantitatively connected to hydration levels of both the epidermis and dermis, using computational modeling techniques, with high levels of repeatability and insensitivity to ambient fluctuations in temperature. Systematic studies of polymers in layered configurations similar to those of human skin, of porcine skin with known levels of hydration, and of human subjects with benchmarks against clinical devices validate the measurement approach and associated sensor hardware. The results support capabilities in characterizing skin barrier function, assessing severity of skin diseases, and evaluating cosmetic and medication efficacy, for use in the clinic or in the home.
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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.