Title
Time delay of CGM sensors: Relevance, causes, and countermeasures
Date Issued
01 September 2015
Access level
open access
Resource Type
journal article
Author(s)
Universidad Johannes Kepler
Abstract
Background: Continuous glucose monitoring (CGM) is a powerful tool to support the optimization of glucose control of patients with diabetes. However, CGM systems measure glucose in interstitial fluid but not in blood. Rapid changes in one compartment are not accompanied by similar changes in the other, but follow with some delay. Such time delays hamper detection of, for example, hypoglycemic events. Our aim is to discuss the causes and extent of time delays and approaches to compensate for these. Methods: CGM data were obtained in a clinical study with 37 patients with a prototype glucose sensor. The study was divided into 5 phases over 2 years. In all, 8 patients participated in 2 phases separated by 8 months. A total number of 108 CGM data sets including raw signals were used for data analysis and were processed by statistical methods to obtain estimates of the time delay. Results: Overall mean (SD) time delay of the raw signals with respect to blood glucose was 9.5 (3.7) min, median was 9 min (interquartile range 4 min). Analysis of time delays observed in the same patients separated by 8 months suggests a patient dependent delay. No significant correlation was observed between delay and anamnestic or anthropometric data. The use of a prediction algorithm reduced the delay by 4 minutes on average. Conclusions: Prediction algorithms should be used to provide real-time CGM readings more consistent with simultaneous measurements by SMBG. Patient specificity may play an important role in improving prediction quality.
Start page
1006
End page
1015
Volume
9
Issue
5
OCDE Knowledge area
Endocrinología, Metabolismo (incluyendo diabetes, hormonas)
Sensores remotos
Subjects
Scopus EID
2-s2.0-84977745154
PubMed ID
Conference
Journal of Diabetes Science and Technology
Sponsor(s)
Los autores declararon haber recibido el siguiente apoyo financiero para la investigación, autoría y/o publicación de este artículo: Este trabajo fue financiado (parcialmente) por Roche Diagnostics.
Sources of information:
Directorio de Producción Científica
Scopus