The open-source multi-wavelength non-invasive blood glucose sensing system

Diabetes treatment requires reliable blood glucose monitoring to allow for appropriate adjustments and interventions. The conventional finger-prick test is associated with significant discomfort and poor compliance, highlighting the critical need for non-invasive, user-friendly solutions. This study proposes and validates an open-source, multi-wavelength spectroscopy system that combines visible (660 nm) and near-infrared (940 nm) wavelengths through six distinct transmission and reflection strategies. The system was validated through a rigorous three-phase process. Phase I established a preliminary regression model against a commercial meter using 500 controlled samples ($$R^2$$ up to 0.8832). Phase II expanded this validation in 96 healthy volunteers, confirming high clinical acceptability (over 95% in Zone A, Clarke Error Grid) and a mean absolute error of 8.438 mg/dL relative to the commercial device. Critically, Phase III performed a definitive clinical validation, comparing our system and the commercial meter against the venous plasma glucose (VPG) gold standard. This analysis definitively established the clinical failure of all reflection-based strategies (resulting in Zone D errors), while confirming 100% clinical safety (Zones A/B) for all transmission modes. Notably, our multi-wavelength transmission (MT) strategy achieved 100% Zone A accuracy and demonstrated superior analytical precision (tighter ISO 15197:2015 compliance) than the ISO-compliant commercial benchmark when both were compared to the VPG. This work validates a transparent, open-source platform as a clinically reliable and accurate non-invasive alternative for intermittent glucose monitoring.

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Publication Details

Journal
Scientific Reports
Published
2025-12-19
DOI
https://doi.org/10.1038/s41598-025-28673-4
Primary Topic
Spectroscopy Techniques in Biomedical and Chemical Research
Type
article
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article

The open-source multi-wavelength non-invasive blood glucose sensing system

Hong Duyen Trinh Tran, Thanh Tam Nguyen, Anh Le, Minh Hoàng Phan et al.
Scientific Reports
Spectroscopy Techniques in Biomedical and Chemical Research
article

The open-source multi-wavelength non-invasive blood glucose sensing system

Hong Duyen Trinh Tran, Thanh Tam Nguyen, Anh Le, Minh Hoàng Phan, Hoang Nhut Huynh, Đặng Văn Thành, Phượng Hoàng Thị, Ngoc An Dang Nguyen, T. Tran, Thanh Ven Huynh, Hoang Van Nguyen Thi, Trung Nghia Tran, Duc Manh Nguyen, Anh Thu Pham Nguyen
article en

Abstract

Diabetes treatment requires reliable blood glucose monitoring to allow for appropriate adjustments and interventions. The conventional finger-prick test is associated with significant discomfort and poor compliance, highlighting the critical need for non-invasive, user-friendly solutions. This study proposes and validates an open-source, multi-wavelength spectroscopy system that combines visible (660 nm) and near-infrared (940 nm) wavelengths through six distinct transmission and reflection strategies. The system was validated through a rigorous three-phase process. Phase I established a preliminary regression model against a commercial meter using 500 controlled samples ($$R^2$$ up to 0.8832). Phase II expanded this validation in 96 healthy volunteers, confirming high clinical acceptability (over 95% in Zone A, Clarke Error Grid) and a mean absolute error of 8.438 mg/dL relative to the commercial device. Critically, Phase III performed a definitive clinical validation, comparing our system and the commercial meter against the venous plasma glucose (VPG) gold standard. This analysis definitively established the clinical failure of all reflection-based strategies (resulting in Zone D errors), while confirming 100% clinical safety (Zones A/B) for all transmission modes. Notably, our multi-wavelength transmission (MT) strategy achieved 100% Zone A accuracy and demonstrated superior analytical precision (tighter ISO 15197:2015 compliance) than the ISO-compliant commercial benchmark when both were compared to the VPG. This work validates a transparent, open-source platform as a clinically reliable and accurate non-invasive alternative for intermittent glucose monitoring.

Scientific ReportsVol. 15(1)
Vietnam National University Ho Chi Minh City (VN), University of Medicine and Pharmacy at Ho Chi Minh City (VN), Hung Vuong Hospital (VN), 108 Military Central Hospital (VN), Ho Chi Minh City University of Technology (VN)
Openalex Percentile: Top 72%
Spectroscopy Techniques in Biomedical and Chemical Research
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