Literature DB >> 31473945

Feasibility study of portable microwave microstrip open-loop resonator for non-invasive blood glucose level sensing: proof of concept.

Carlos G Juan1, Héctor García2, Ernesto Ávila-Navarro2, Enrique Bronchalo3, Vicente Galiano4, Óscar Moreno5, Domingo Orozco5, José María Sabater-Navarro6.   

Abstract

Self-management of blood glucose level is part and parcel of diabetes treatment, which involves invasive, painful, and uncomfortable methods. A proper non-invasive blood glucose monitor (NIBGM) is therefore desirable to deal better with it. Microwave resonators can potentially be used for such a purpose. Following the positive results from an in vitro previous work, a portable device based upon a microwave resonator was developed and assessed in a multicenter proof of concept. Its electrical response was analyzed when an individual's tongue was placed onto it. The study was performed with 352 individuals during their oral glucose tolerance tests, having four measurements per individual. The findings revealed that the accuracy must be improved before the diabetes community can make real use of the device. However, the relationship between the measuring parameter and the individual's blood glucose level is coherent with that from previous works, although with higher data dispersion. This is reflected in correlation coefficients between glycemia and the measuring magnitude consistently negative, although small, for the different datasets analyzed. Further research is proposed, focused on system improvements, individual calibration, and multitechnology approach. The study of the influence of other blood components different to glucose is also advised. Graphical abstract.

Entities:  

Keywords:  Blood glucose; Microwaves; Portable device; Proof of concept; Quality factor

Mesh:

Year:  2019        PMID: 31473945     DOI: 10.1007/s11517-019-02030-w

Source DB:  PubMed          Journal:  Med Biol Eng Comput        ISSN: 0140-0118            Impact factor:   2.602


  25 in total

1.  Finger pricking and pain: a never ending story.

Authors:  Lutz Heinemann
Journal:  J Diabetes Sci Technol       Date:  2008-09

2.  Comparative assessment of glucose prediction models for patients with type 1 diabetes mellitus applying sensors for glucose and physical activity monitoring.

Authors:  K Zarkogianni; K Mitsis; E Litsa; M-T Arredondo; G Ficο; A Fioravanti; K S Nikita
Journal:  Med Biol Eng Comput       Date:  2015-06-07       Impact factor: 2.602

3.  Short-term prediction of glucose in type 1 diabetes using kernel adaptive filters.

Authors:  Eleni I Georga; José C Príncipe; Dimitrios I Fotiadis
Journal:  Med Biol Eng Comput       Date:  2018-07-02       Impact factor: 2.602

4.  Feedforward-feedback multiple predictive controllers for glucose regulation in type 1 diabetes.

Authors:  Amjad Abu-Rmileh; Winston Garcia-Gabin
Journal:  Comput Methods Programs Biomed       Date:  2010-04-28       Impact factor: 5.428

5.  Nanostructured biosensor for detecting glucose in tear by applying fluorescence resonance energy transfer quenching mechanism.

Authors:  Longyi Chen; Wai Hei Tse; Yi Chen; Matthew W McDonald; James Melling; Jin Zhang
Journal:  Biosens Bioelectron       Date:  2016-12-23       Impact factor: 10.618

Review 6.  Dielectric properties of bones for the monitoring of osteoporosis.

Authors:  Bilal Amin; Muhammad Adnan Elahi; Atif Shahzad; Emily Porter; Barry McDermott; Martin O'Halloran
Journal:  Med Biol Eng Comput       Date:  2018-08-29       Impact factor: 2.602

7.  Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models.

Authors:  Eleni I Georga; Vasilios C Protopappas; Demosthenes Polyzos; Dimitrios I Fotiadis
Journal:  Med Biol Eng Comput       Date:  2015-03-15       Impact factor: 2.602

8.  Modeling the glucose sensor error.

Authors:  Andrea Facchinetti; Simone Del Favero; Giovanni Sparacino; Jessica R Castle; W Kenneth Ward; Claudio Cobelli
Journal:  IEEE Trans Biomed Eng       Date:  2013-09-30       Impact factor: 4.538

Review 9.  Radio-Frequency and Microwave Techniques for Non-Invasive Measurement of Blood Glucose Levels.

Authors:  Tuba Yilmaz; Robert Foster; Yang Hao
Journal:  Diagnostics (Basel)       Date:  2019-01-08

10.  Design and In Vitro Interference Test of Microwave Noninvasive Blood Glucose Monitoring Sensor.

Authors:  Heungjae Choi; Jack Naylon; Steve Luzio; Jan Beutler; James Birchall; Chris Martin; Adrian Porch
Journal:  IEEE Trans Microw Theory Tech       Date:  2015-10-01       Impact factor: 3.599

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  3 in total

Review 1.  Review of Non-invasive Glucose Sensing Techniques: Optical, Electrical and Breath Acetone.

Authors:  Maryamsadat Shokrekhodaei; Stella Quinones
Journal:  Sensors (Basel)       Date:  2020-02-25       Impact factor: 3.576

2.  Development of a Microwave Sensor for Solid and Liquid Substances Based on Closed Loop Resonator.

Authors:  Aiswarya S; Sreedevi K Menon; Massimo Donelli; Meenu L
Journal:  Sensors (Basel)       Date:  2021-12-20       Impact factor: 3.576

Review 3.  Radio-Frequency Biosensors for Real-Time and Continuous Glucose Detection.

Authors:  Chorom Jang; Hee-Jo Lee; Jong-Gwan Yook
Journal:  Sensors (Basel)       Date:  2021-03-06       Impact factor: 3.576

  3 in total

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