Evidence map›Paper›PMID 40926082›Full record

ArticleMikrochimica acta2025

Hybrid ZrO₂@CNTs nanocomposite electrodes for ultra-sensitive glucose detection via electrochemical biosensing.

Guang Shi, Liang Cheng, Shangdong Chen

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Article in Mikrochimica acta, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Guang ShiDepartment of Criminal Science and Technology, Jilin Police College, Changchun, 130117, China.
Liang ChengDepartment of PET-CT, Harbin Medical University Cancer Hospital, Harbin, 150001, China. liangchenghrb@163.com.
Shangdong ChenFaculty of Science, Shenyang University of Chemical Technology, Shenyang, 110142, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A sensitive electrochemical glucose biosensor using ZrO₂@CNTs nanocomposite was developed for real-time metabolism monitoring for athletes. The nanocomposite was prepared by a simple ultrasound-assisted technique, and the glucose oxidase (GOx) was covalently immobilized to improve the biorecognition ability. CNTs treated with acid served as a highly conductive framework, and ZrO₂ nanoparticles can provide structural stability and catalytic performance, thus showing synergistic enhancement of electron transfer kinetics and enzyme loading capacity. A SEM, XRD, FTIR, and XPS comprehensive characterization indicated the successful integration of the nanostructures and attachment of the enzyme. The electrochemical measurements provide an exceptionally wide linear range (20 to 10,040 µM) and a very low detection Limit of 0.17 µM, indicating high sensitivity, selectivity, and excellent stability in the operation of the device. The high specificity was further validated in real samples of human serum and almond juice and agreed well with high-performance liquid chromatography (HPLC) data (recoveries > 98.9%). The GOx/ZrO₂@CNTs-based biosensors provide an encouraging platform for such applications as wearable, real-time monitoring of glucose in athletes and other high-performance sports.

Indexed as

Biosensing TechniquesBlood GlucoseElectrochemical TechniquesGlucoseNanocompositesNanotubes, CarbonZirconiumElectrodesEnzymes, ImmobilizedGlucose OxidaseHumansLimit of DetectionBlood GlucoseEnzymes, ImmobilizedGlucoseGlucose OxidaseNanotubes, CarbonZirconiumzirconium oxideAcid treated CNTsChronoamperometryElectrochemical biosensorGlucose detectionModified glassy carbon electrodeNanocompositeSports biosensingZirconium dioxide

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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.