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Simple Continuous Glucose Monitoring in Freely Moving Mice
Published on: February 24, 2023
Agreement between glucose trends derived from three simultaneously worn continuous glucose sensors
Allen B King1, Dana Armstrong, Caroline Chu
1Diabetes Care Center, Salinas, California 93901, USA. aking@diabetescarecenter.com
Journal of Diabetes Science and Technology
|November 4, 2009
Summary
Accurate glucose trend monitoring requires reproducible sensor data. Advanced analysis methods improve agreement between continuous glucose monitoring sensors, but accuracy decreases with rapid glucose changes.
Area of Science:
- Biomedical Engineering
- Medical Device Technology
- Diabetes Technology
Background:
- Continuous glucose monitoring (CGM) sensors are crucial for tracking glucose trends.
- Sensor accuracy and reproducibility are vital for reliable diabetes management.
- Evaluating agreement between multiple CGM sensors is essential for clinical utility.
Purpose of the Study:
- To assess the agreement between simultaneously worn CGM sensors.
- To investigate the impact of different trend analysis methods on sensor agreement.
- To determine how glucose rate of change affects sensor data concordance.
Main Methods:
- Simultaneous wear of three CGMS Gold sensors in ten insulin pump-treated type 1 diabetic subjects.
- Sensors placed on the right abdomen (reference), left abdomen, and left upper arm.
- Data analysis included calibration, chronological alignment, and 24-hour simultaneous data acquisition.
Main Results:
- Improving trend analysis duration from 5 to 60 minutes enhanced sensor agreement.
- A 20-minute rolling average trend analysis achieved 94.3% agreement.
- The 'best of two' comparator sensor rolling average trend analysis improved agreement to 98.2%.
- Sensor agreement decreased significantly when the absolute rate of glucose change exceeded 1 mg/dl/min.
Conclusions:
- Trend agreement between multiple CGM sensors is inversely related to the rate of glucose change.
- Advanced trend analysis methods can improve sensor concordance, but limitations exist during rapid glucose fluctuations.
- Clinical interpretation of CGM data requires consideration of glucose variability and sensor performance limitations.
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