Evidence map›Paper›PMID 40546120›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Sweat Wearable Sensor Based on Confined Pt Nanoparticles in 2D Conductive Metal-Organic Frameworks for Continuous Glucose Monitoring.

Wei Huang, Yong Yang, Yun Xu, Fei Xiao, Lin Wang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. An All-Soft Wearable Electrochemiluminescence Chip for Sweat Metabolite Detection.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  6. 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

5 authors.

Wei HuangKey Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology, Wuhan, 430074, China.
Yong YangSchool of Mechanical Science and Engineering, Huazhong University of Science & Technology, Wuhan, 430074, China.
Yun XuUnion Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
Fei XiaoKey Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, School of Chemistry and Chemical Engineering, Huazhong University of Science & Technology, Wuhan, 430074, China.ORCID https://orcid.org/0000-0002-7081-1998
Lin WangUnion Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.ORCID https://orcid.org/0000-0001-5716-6587

Funding

Hubei Province Science and Technology Innovation Team Project [2022]No.11National Key Research and Development Program of China 2022YFC2408100National Natural Science Foundation of China 21874051National Natural Science Foundation of China 82272277Natural Science Foundation of Hubei Province 2022CFA031
6 · The paper itself

Abstract

The noninvasive glucose sensors with comprehensive functional capabilities can enable wearable glucose monitoring in sweat with high sensitivity and minimal risk. However, the limited stability of natural enzymes, along with interference from electro-oxidizable species, continues to pose significant challenges for their long-term application. Herein, an integrated wearable system is presented for nonenzymatic glucose monitoring in sweat at the point of care. This system integrates a flexible microfluidic glucose sensor patch for sweat sampling and measurement, using Pt nanoparticles (Pt-NPs) confined within phthalocyanine-based conductive metal-organic frameworks (Pc-MOFs) as electrode materials, and a flexible printed circuit board for signal/analysis and wireless communication. The microfluidic sensor patch based on Pc-MOFs confined Pt-NPs exhibits significantly improved nonenzymatic glucose sensing performances. This is attributed to the ultrasmall size of Pt-NPs and the confinement effect within the Pc-MOF channels, which regulates the glucose adsorption intensity and increases the electrocatalytic activity to glucose oxidation. During the continuous monitoring process, the glucose concentration is calibrated in sweat by accounting for fluctuations in pH and temperature, and evaluated the performance of the wearable device in monitoring sweat glucose levels in human subjects over a 12-h period, achieving data as accurate as that obtained using high-performance liquid chromatography.

Indexed as

Biosensing TechniquesGlucoseMetal NanoparticlesMetal-Organic FrameworksPlatinumSweatWearable Electronic DevicesContinuous Glucose MonitoringHumansGlucoseMetal-Organic FrameworksPlatinumconfined metal nanoparticlesintegrated wearable devicesmicrofluidic electrochemical biosensornonenzymatic glucose detectionphthalocyanine‐based metal‐organic framework

Identifiers

PMID40546120
PMCPMC12463007

What OpenQuestion holds

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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.