Evidence map›Paper›PMID 40796515›Full record

ArticleACS nano2025

Robust Skin-Conformal Nano-Electrodes for Sustainable Health and Performance Monitoring.

Jinyoung Kim, Sehyun Park, Jisoo Jeon, Dong-Hee Kang, Gwendolyn M Bryan, Timothy J Broderick, Morley Stone, Vladimir V Tsukruk

Abstract read
In one paragraph

Article in ACS nano, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Trial
  2. Review
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  4. Article
  5. Review
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  8. Review
  9. Precision Grafting-From of Diblock Copolymer Brushes on MXene Nanosheets.Chemistry of materials : a publication of the American Chemical Society · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jinyoung KimSchool of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.ORCID 0000-0001-9597-6863
Sehyun ParkSchool of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.
Jisoo JeonSchool of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.ORCID 0000-0002-0969-0293
Dong-Hee KangSchool of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.ORCID 0000-0002-1826-1052
Gwendolyn M BryanInstitute for Human and Machine Cognition, Pensacola, Florida 32502, United States.
Timothy J BroderickInstitute for Human and Machine Cognition, Pensacola, Florida 32502, United States.
Morley StoneInstitute for Human and Machine Cognition, Pensacola, Florida 32502, United States.
Vladimir V TsukrukSchool of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States.ORCID 0000-0001-5489-0967

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wearable electrodes with high conformability to the skin allow for a second-skin-like wearing experience and record high-quality electrophysiological signals over extended time in challenging environments. However, current research on skin-conformal electrodes faces limitations due to excessive motion artifacts under real-life external conditions. Here, we report a nanoscale skin-conformal electrode that enables continuous resilient electrophysiological signal monitoring with highly suppressed noise, low-motion artifacts, and high water-resilience, all unachievable with commercial gel electrodes. In particular, achieving a conformal skin-electrode interface provides mechanical and electrical stability under repeated dynamic stress (5000 times). The 300 nm nano-electrodes with dual hydrophilicity integrate a hydrophilic nanoscale 2D MXene conductor and a hydrophobic cross-linked parylene layer, ensuring highly conformal contact and long-term stable physical adherence to skin. This ultrathin design facilitates high physical adhesion and low skin interfacial impedance for continuous, reliable monitoring of electrocardiogram (ECG), and electromyogram (EMG) signals with a greatly increased signal-to-noise ratio. As a proof of concept, we successfully recorded high-quality ECG signals, allowing for the analysis of heart rate across diverse in-field testing. We further demonstrated concurrent EMG and ECG monitoring during treadmill walking, achieving stable, long-term signal acquisition, particularly in monitoring demanding human activity.

Indexed as

NanostructuresSkinWearable Electronic DevicesElectrocardiographyElectrodesElectromyographyHeart RateHumansMonitoring, PhysiologicSignal-To-Noise Ratioflexible nanoscale filmshealth and performance monitoringlow-motion artifactskin-conformal nano-electrodesunderwater monitoringwearable sensors

Identifiers

PMID40796515
PMCPMC12392733

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Registered trials

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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.