Evidence map›Paper›PMID 37779336›Full record

ArticleAdvanced healthcare materials2024

Silky Liquid Metal Electrodes for On-Skin Health Monitoring.

Maria A Menke, Braden M Li, Meghan G Arnold, Logan E Mueller, Robin Dietrich, Shijie Zhou, Nancy Kelley-Loughnane, Patrick Dennis, Jason T Boock, Joseph Estevez and 2 more

Open access · hybridAbstract read
In one paragraph

Article in Advanced healthcare materials, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.5field-weighted citation impact, top 19% of its field
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

3 citing papers in PubMed, 14 citations in OpenAlex.

  1. Liquid Metal-Enabled Soft Bioelectronics for Human Health Monitoring.Small (Weinheim an der Bergstrasse, Germany) · 2026
    Review
  2. Article
  3. 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

12 authors at 3 institutions in 1 country.

Maria A MenkeDepartment of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA.ORCID 0000-0001-9698-9842
Braden M LiAir Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA.
Meghan G ArnoldDepartment of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA.
Logan E MuellerDepartment of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA.
Robin DietrichAir Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA.
Shijie ZhouDepartment of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA.
Nancy Kelley-LoughnaneAir Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA.
Patrick DennisAir Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA.
Jason T BoockDepartment of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA.ORCID 0000-0002-5111-0969
Joseph EstevezNaval Air Warfare Center, Weapons Division, China Lake, CA, 93555, USA.
Christopher E TaborAir Force Research Laboratory, Materials and Manufacturing Directorate, Wright-Patterson AFB, Dayton, OH, 45433, USA.
Jessica L SparksDepartment of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, 45056, USA.ORCID 0000-0002-7800-6029
United States Air Force Research Laboratory · USMiami University · USNaval Air Warfare Center Weapons Division · US

Funding

Air Force Life Cycle Management CenterBiotech Optimized for Operational Solutions and TacticsScience Mathematics and Research for TransformationSMART SEED Grant programStrategic Ohio Council for Higher EducationU.S. Department of Defense
6 · The paper itself

Abstract

Next generation on-skin electrodes will require soft, flexible, and gentle materials to provide both high-fidelity sensing and wearer comfort. However, many commercially available on-skin electrodes lack these key properties due to their use of rigid hardware, harsh adhesives, uncomfortable support structures, and poor breathability. To address these challenges, this work presents a new device paradigm by joining biocompatible electrospun spider silk with printable liquid metal to yield an incredibly soft and scalable on-skin electrode that is strain-tolerant, conformable, and gentle on-skin. These electrodes, termed silky liquid metal (SLiM) electrodes, are found to be over five times more breathable than commercial wet electrodes, while the silk's intrinsic adhesion mechanism allows SLiM electrodes to avoid the use of harsh artificial adhesives, potentially decreasing skin irritation and inflammation over long-term use. Finally, the SLiM electrodes provide comparable impedances to traditional wet and other liquid metal electrodes, offering a high-fidelity sensing alternative with increased wearer comfort. Human subject testing confirmed the SLiM electrodes ability to sense electrophysiological signals with high fidelity and minimal irritation to the skin. The unique properties of the reported SLiM electrodes offer a comfortable electrophysiological sensing solution especially for patients with pre-existing skin conditions or surface wounds.

Indexed as

MetalsSilkElectric ImpedanceElectrodesHumansSkinMetalsSilkbiocompatible materialsbreathable materialsepidermal electrodeseutectic gallium indium (EGaIn)spider silktextileswearables

Identifiers

PMID37779336
PMCPMC11468510
OpenAlexW4387241274

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.