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葡萄糖传感中的冗余:用于连续葡萄糖监测的电化学冗余传感器的更高准确性和可靠性

Redundancy in Glucose Sensing: Enhanced Accuracy and Reliability of an Electrochemical Redundant Sensor for Continuous Glucose Monitoring.

作者信息

Sharifi Amin, Varsavsky Andrea, Ulloa Johanna, Horsburgh Jodie C, McAuley Sybil A, Krishnamurthy Balasubramanian, Jenkins Alicia J, Colman Peter G, Ward Glenn M, MacIsaac Richard J, Shah Rajiv, O'Neal David N

机构信息

Department of Endocrinology & Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia Department of Medicine, St Vincent's Hospital, University of Melbourne, Melbourne, Australia.

Sensor R & D, Medtronic Diabetes, Northridge, CA, USA.

出版信息

J Diabetes Sci Technol. 2016 May 3;10(3):669-78. doi: 10.1177/1932296815612096. Print 2016 May.

Abstract

BACKGROUND

Current electrochemical glucose sensors use a single electrode. Multiple electrodes (redundancy) may enhance sensor performance. We evaluated an electrochemical redundant sensor (ERS) incorporating two working electrodes (WE1 and WE2) onto a single subcutaneous insertion platform with a processing algorithm providing a single real-time continuous glucose measure.

METHODS

Twenty-three adults with type 1 diabetes each wore two ERSs concurrently for 168 hours. Post-insertion a frequent sampling test (FST) was performed with ERS benchmarked against a glucose meter (Bayer Contour Link). Day 4 and 7 FSTs were performed with a standard meal and venous blood collected for reference glucose measurements (YSI and meter). Between visits, ERS was worn with capillary blood glucose testing ≥8 times/day. Sensor glucose data were processed prospectively.

RESULTS

Mean absolute relative deviation (MARD) for ERS day 1-7 (3,297 paired points with glucose meter) was (mean [SD]) 10.1 [11.5]% versus 11.4 [11.9]% for WE1 and 12.0 [11.9]% for WE2; P < .0001. ERS Clarke A and A+B were 90.2% and 99.8%, respectively. ERS day 4 plus day 7 MARD (1,237 pairs with YSI) was 9.4 [9.5]% versus 9.6 [9.7]% for WE1 and 9.9 [9.7]% for WE2; P = ns. ERS day 1-7 precision absolute relative deviation (PARD) was 9.9 [3.6]% versus 11.5 [6.2]% for WE1 and 10.1 [4.4]% for WE2; P = ns. ERS sensor display time was 97.8 [6.0]% versus 91.0 [22.3]% for WE1 and 94.1 [14.3]% for WE2; P < .05.

CONCLUSIONS

Electrochemical redundancy enhances glucose sensor accuracy and display time compared with each individual sensing element alone. ERS performance compares favorably with 'best-in-class' of non-redundant sensors.

摘要

背景

当前的电化学葡萄糖传感器使用单个电极。多个电极(冗余设计)可能会提高传感器性能。我们评估了一种电化学冗余传感器(ERS),该传感器在单个皮下插入平台上集成了两个工作电极(WE1和WE2),并采用一种处理算法来提供单一的实时连续血糖测量值。

方法

23名1型糖尿病成年患者每人同时佩戴两个ERS,持续168小时。插入后,进行了频繁采样测试(FST),将ERS与血糖仪(拜耳轮廓链接)进行比对。在第4天和第7天进行FST,期间提供标准餐,并采集静脉血用于参考血糖测量(YSI和血糖仪)。在两次就诊期间,ERS与每天至少8次的毛细血管血糖检测同时使用。对传感器的血糖数据进行前瞻性处理。

结果

ERS在第1 - 7天的平均绝对相对偏差(MARD)(与血糖仪有3297对配对数据)为(均值[标准差])10.1 [11.5]%,而WE1为11.4 [11.9]%,WE2为12.0 [11.9]%;P <.0001。ERS的克拉克A级和A + B级分别为90.2%和99.8%。ERS在第4天加第7天的MARD(与YSI有1237对配对数据)为9.4 [9.5]%,而WE1为9.6 [9.7]%,WE2为9.9 [9.7]%;P =无显著差异。ERS在第1 - 7天的精确绝对相对偏差(PARD)为9.9 [3.6]%,而WE1为11.5 [6.2]%,WE2为10.1 [4.4]%;P =无显著差异。ERS传感器的显示时间为97.8 [6.0]%,而WE1为91.0 [22.3]%,WE2为94.1 [14.3]%;P <.

结论

与单独的每个传感元件相比,电化学冗余设计提高了葡萄糖传感器的准确性和显示时间。ERS的性能与非冗余传感器的“同类最佳”相比具有优势。

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