Related Experiment Video
Updated: Aug 15, 2026

A Microfluidic System for Modeling Endothelial Dysfunction under Combined Physiological Pulsatile Shear Stress and Oscillatory Hyperglycemia
Published on: May 12, 2026
Error grid analysis of noninvasive glucose monitoring via gingival crevicular fluid
Masaki Yamaguchi1, Shigenori Kambe, Katsuya Yamazaki
1Faculty of Engineering, Toyama University, 3190 Gofuku, Toyama 930-8555, Japan. yamag@eng.toyama-u.ac.jp
Abstract:
In order to realize a noninvasive blood glucose monitor, we monitored the gingival crevicular fluid (GCF). In this paper, the clinical evaluations were performed on not only normal subjects but also diabetic subjects using a GCF-glucose monitor to determine blood glucose levels. Meal load tests were carried out and the time-course changes in blood glucose level and GCF glucose level were measured continuously. A positive correlation of more than 0.9 was found between blood glucose level and GCF glucose level, necessitating the calibration of individual correlations for every subject. Finally, the performance of the GCF-glucose monitor was evaluated using Error Grid Analysis. As the results, significant information for the glucose level decision was obtained not only for normal subjects, but also for diabetic subjects.
