Evidence map›Paper›PMID 41572506›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Improving the Skin-Conformability of Wearable Continuous Glucose Monitors With Synthetic Hydrogel Electrodes.

Binbin Cui, Shilei Dai, Ivo Pang, Dingyao Liu, Xinran Zhang, Jing Bai, Xinyu Tian, Shiming Zhang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. A Monolithic Janus Hydrogel Pressure Sensor for Wearable Motion and Physiological Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    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.

Binbin CuiDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Shilei DaiDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Ivo PangDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Dingyao LiuDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Xinran ZhangDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Jing BaiDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Xinyu TianDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.
Shiming ZhangDepartment of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong SAR, China.ORCID https://orcid.org/0000-0002-9727-028X

Funding

Collaborative Research C7005-23YCollaborative Research in Engineering, Science and Technology Centre C7005-23YEarly Career Scheme 27214224Innovation and Technology Commission MHP/053/21Research Grants Council of the Hong Kong SAR Government; Innovation and Technology Fund (Mainland-Hong Kong Joint Funding Scheme MHP/053/21RGC Postdoctoral Fellowship Scheme PDF2324-7S07Shenzhen Science and Technology Innovation Committee
6 · The paper itself

Abstract

Synthetic bioelectronics is rapidly advancing, propelled by breakthroughs in synthetic biology and bioelectronics. This convergence is key to next-generation wearable and implantable devices, enabling seamless integration with living systems. Here, we introduce an enzymatic hydrogel electrode (GelZymes) developed via a synthetic bioelectronic strategy to overcome the mechanical and interfacial limitations of conventional enzyme electrodes. GelZymes deliver two core advances: i) a monolithic and scalable 3D architecture that unifies the enzyme membrane and electrode, simplifying fabrication and eliminating interfacial instability; and ii) tissue-like viscoelasticity-combining stretchability and adhesiveness-rarely achievable with rigid enzyme membranes. GelZymes are synthesized through three steps: engineering a stretchable, mixed-conducting 3D hydrogel; implementing an enzyme-compatible, cascading crosslinking scheme to immobilize enzymes within the network; and balancing the trade-off between electronic/ionic conductivity and the density of redox-active enzyme sites to maximize bio-electrochemical performance. We further show that GelZymes enable a shift from invasive, tissue-interfaced biosensing to noninvasive, tissue-integrated biosensing, offering a practical pathway to bridge current biosensor technologies with living systems.

Indexed as

Biosensing TechniquesHydrogelsWearable Electronic DevicesContinuous Glucose MonitoringElectrodesHumansHydrogelscontinuous glucose monitorenzyme membranehydrogel electrodesynthetic bioelectronicswearable health

Identifiers

PMID41572506
PMCPMC13042557

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.