Data Analysis and Accuracy Evaluation of a Continuous Glucose-Monitoring Device

Author:

Cai Lijun12ORCID,Ge Wancheng1ORCID,Zhu Zhigang3ORCID,Zhao Xueling3,Li Zhanhong3

Affiliation:

1. College of Electronic and Information Engineering, Tongji University, 1239 Siping Road, Shanghai 200092, China

2. Engineering Training Center, Shanghai Polytechnic University, 2360 Jin Hai Road, Pudong District, Shanghai 201209, China

3. School of Environmental and Materials Engineering, College of Engineering, Shanghai Polytechnic University, 2360 Jin Hai Road, Pudong District, Shanghai 201209, China

Abstract

This study was aimed at analyzing data and evaluating the accuracy of a new subcutaneous continuous glucose-monitoring device by referring to finger-pricking measurement. The data were obtained from 7 diabetic patients. An improved implanted flex sensor was used to measure the interstitial glucose concentration every 3 min within 6 days, and five finger-pricking samples were collected every day for comparison. A periodic glucose change happened every day. 2.45% of CGM values were in the hypoglycemic range (<70 mg/dl), 55.4% were in the normal range (70-180 mg/dl), and 42.15% were in the hyperglycemic range (>180 mg/dl). The interstitial glucose concentrations (n=204) were well linearly correlated with the capillary glucose concentrations (r=0.94, P<0.01), but a delay occurred between 10 and 40 minutes within two measurements (CGM later), and the individual average delay times were relatively close to 24.6 minutes. Clarke’s error grid analysis showed that 86.7% of the points fell in zone A, 12.7% fell in zone B, and only 0.6% fell in zone D. An overall MARD was 10.22%. This study demonstrated that the CGM was accurate and highly reliable; thus, it constituted a new device for continuous glucose monitoring in diabetic patients.

Funder

Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning

Publisher

Hindawi Limited

Subject

Electrical and Electronic Engineering,Instrumentation,Control and Systems Engineering

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