Low-Cost and Easy-to-Fabricate Microwave Sensor for Sensitive Glucose Monitoring: A Step Towards Continuous Glucose Monitoring

Basal-bolus insulin therapy is associated with frequent injections, dosing errors, and hypoglycemia risks. Integrating continuous glucose monitoring (CGM) with insulin pumps offers several advantages. However, current CGM systems lack accuracy and have high costs. To overcome these challenges, a CGM system requires sensor with enhanced sensitivity and low cost. In this study, we develop a planar microwave resonator-based sensor for sensitive glucose detection in human serum and whole blood. We track the variation in the transmission coefficient (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$s_{21}$</tex-math></inline-formula>) to deduce changes in glucose concentration. Utilizing combinations of complementary split ring resonators (CSRRs) and complementary electric-LC (CELC) structures, the sensor achieves remarkable sensitivity, notably 37.3 mdB/(mg/dL) for glucose in human serum and 1.557 mdB/(mg/dL) for glucose in whole blood. We also evaluate other performance metrics, linearity (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$R^{2} = 0.985$</tex-math></inline-formula> for serum and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$R^{2} = 0.963$</tex-math></inline-formula> for whole blood), and limit of detection (LOD) of 477.75 μg/dL for serum and 53.84 mg/dL for whole blood. While we initially use an FR-4 rigid substrate in our proof-of-concept demonstration, we also investigate the feasibility of employing a flexible polyimide substrate. Our flexible glucose sensor shows an order of magnitude better performance than our rigid sensor.

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Publication Details

Journal
IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology
Published
2024-10-22
DOI
https://doi.org/10.1109/jerm.2024.3477596
Citations
7
Primary Topic
Spectroscopy Techniques in Biomedical and Chemical Research
Type
article
Field-Weighted Citation Impact
4.64
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article

Low-Cost and Easy-to-Fabricate Microwave Sensor for Sensitive Glucose Monitoring: A Step Towards Continuous Glucose Monitoring

Ahmad Tahmid, Md. Ismail Hosen, Reefat Inum, Ahsan Habib et al.
7 citations
IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology
Spectroscopy Techniques in Biomedical and Chemical Research
4.64
article

Low-Cost and Easy-to-Fabricate Microwave Sensor for Sensitive Glucose Monitoring: A Step Towards Continuous Glucose Monitoring

Ahmad Tahmid, Md. Ismail Hosen, Reefat Inum, Ahsan Habib, Tauhedur Rahman, Shahed Reza, S. M. Ali Emam
article en
7 citations

Abstract

Basal-bolus insulin therapy is associated with frequent injections, dosing errors, and hypoglycemia risks. Integrating continuous glucose monitoring (CGM) with insulin pumps offers several advantages. However, current CGM systems lack accuracy and have high costs. To overcome these challenges, a CGM system requires sensor with enhanced sensitivity and low cost. In this study, we develop a planar microwave resonator-based sensor for sensitive glucose detection in human serum and whole blood. We track the variation in the transmission coefficient (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$s_{21}$</tex-math></inline-formula>) to deduce changes in glucose concentration. Utilizing combinations of complementary split ring resonators (CSRRs) and complementary electric-LC (CELC) structures, the sensor achieves remarkable sensitivity, notably 37.3 mdB/(mg/dL) for glucose in human serum and 1.557 mdB/(mg/dL) for glucose in whole blood. We also evaluate other performance metrics, linearity (<inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$R^{2} = 0.985$</tex-math></inline-formula> for serum and <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$R^{2} = 0.963$</tex-math></inline-formula> for whole blood), and limit of detection (LOD) of 477.75 μg/dL for serum and 53.84 mg/dL for whole blood. While we initially use an FR-4 rigid substrate in our proof-of-concept demonstration, we also investigate the feasibility of employing a flexible polyimide substrate. Our flexible glucose sensor shows an order of magnitude better performance than our rigid sensor.

IEEE Journal of Electromagnetics RF and Microwaves in Medicine and BiologyVol. 9(2)
University of California, Santa Cruz (US), University of Dhaka (BD)
Openalex Percentile: Top 6%
Spectroscopy Techniques in Biomedical and Chemical Research
4.64
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