Evidence map›Paper›PMID 40422021›Full record

ArticleBiosensors2025

Microwave Antenna Sensing for Glucose Monitoring in a Vein Model Mimicking Human Physiology.

Youness Zaarour, Fatimazahrae El Arroud, Tomas Fernandez, Juan Luis Cano, Rafiq El Alami, Otman El Mrabet, Abdelouheb Benani, Abdessamad Faik, Hafid Griguer

Abstract read
In one paragraph

Article in Biosensors, 2025. 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
–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

3 citing papers in PubMed.

  1. Article
  2. Review
  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

9 authors.

Youness ZaarourMicrowave Energy Sensing (MES), DICE-Digital Innovation Center of Excellence, University of Mohammed VI Polytechnic, Benguerir 43152, Morocco.ORCID 0000-0002-6965-3507
Fatimazahrae El ArroudMicrowave Energy Sensing (MES), DICE-Digital Innovation Center of Excellence, University of Mohammed VI Polytechnic, Benguerir 43152, Morocco.
Tomas FernandezDepartamento de Ingeniería de Comunicaciones, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0000-0003-2006-6245
Juan Luis CanoDepartamento de Ingeniería de Comunicaciones, Universidad de Cantabria, 39005 Santander, Spain.ORCID 0000-0002-7774-0758
Rafiq El AlamiMicrowave Energy Sensing (MES), DICE-Digital Innovation Center of Excellence, University of Mohammed VI Polytechnic, Benguerir 43152, Morocco.ORCID 0000-0002-6584-6950
Otman El MrabetIntelligent System Design Laboratory (ISD), Faculty of Science, Abdelmalek Essaadi University, Tetuan 93000, Morocco.ORCID 0000-0001-9722-9140
Abdelouheb BenaniOncovirology Laboratory, Institut Pasteur du Maroc, 1, Place Louis Pasteur, Casablanca 20360, Morocco.
Abdessamad FaikLaboratory for Inorganic Materiels for Sustainable Energy Technologies (LIMSET), University of Mohammed VI Polytechnic, Benguerir 43152, Morocco.ORCID 0000-0003-2379-2242
Hafid GriguerMicrowave Energy Sensing (MES), DICE-Digital Innovation Center of Excellence, University of Mohammed VI Polytechnic, Benguerir 43152, Morocco.ORCID 0000-0002-7357-8861

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Non-invasive glucose monitoring has become a critical area of research for diabetes management, offering a less intrusive and more patient-friendly alternative to traditional methods such as finger-prick tests. This study presents a novel approach using a semi-solid tissue-mimicking phantom designed to replicate the dielectric properties of human skin and blood vessels. The phantom was simplified to focus solely on the skin layer, with embedded channels representing veins to achieve realistic glucose monitoring conditions. These channels were filled with D-(+)-Glucose solutions at varying concentrations (60 mg/dL to 200 mg/dL) to simulate physiological changes in blood glucose levels. A miniature patch antenna optimized to operate at 14 GHz with a penetration depth of approximately 1.5 mm was designed and fabricated. The antenna was tested in direct contact with the skin phantom, allowing for precise measurements of the changes in glucose concentration without interference from deeper tissue layers. Simulations and experiments demonstrated the antenna's sensitivity to variations in glucose concentration, as evidenced by measurable shifts in the dielectric properties of the phantom. Importantly, the system enabled stationary measurements by injecting glucose solutions into the same blood vessels, eliminating the need to reposition the sensor while ensuring reliable and repeatable results. This work highlights the importance of shallow penetration depth in targeting close vessels for noninvasive glucose monitoring, and emphasizes the potential of microwave-based sensing systems as a practical solution for continuous glucose management.

Indexed as

Biosensing TechniquesBlood GlucoseGlucoseMicrowavesVeinsBlood Glucose Self-MonitoringHumansPhantoms, ImagingBlood GlucoseGlucoseelectromagnetic sensingminiature patch antennanon-invasive glucose monitoringtissue-mimicking phantomveins simulation

Identifiers

PMID40422021
PMCPMC12109929

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.