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糖尿病患者皮下葡萄糖传感器的工厂校准可行性

Feasibility of Factory Calibration for Subcutaneous Glucose Sensors in Subjects With Diabetes.

作者信息

Hoss Udo, Budiman Erwin S, Liu Hanqing, Christiansen Mark P

机构信息

Abbott Diabetes Care, Alameda, CA, USA

Abbott Diabetes Care, Alameda, CA, USA.

出版信息

J Diabetes Sci Technol. 2014 Jan;8(1):89-94. doi: 10.1177/1932296813511747. Epub 2014 Jan 1.

Abstract

BACKGROUND

Continuous glucose monitoring using subcutaneously inserted sensors currently requires blood glucose tests for sensor calibration. Alternatively, sensors precalibrated during the manufacturing process may eliminate the need for fingerstick calibrations. In this study we evaluated the feasibility of sensor factory calibration in subjects with diabetes.

METHODS

A total of 33 subjects with diabetes were asked to wear 4 sensors in parallel, 2 on the arm and 2 on the abdomen. Sensors from a lot with low in vitro sensitivity coefficient of variation were used in the study. Based on frequent capillary blood glucose measurements, the average glucose sensitivity of each sensor was determined over a 5-day wear time. The in vivo sensitivities were analyzed for inter- and intrasubject variation. Mean absolute relative difference (MARD) calculation and consensus error grid analysis (EGA) were performed using a single calibration factor for all sensors, to simulate factory calibration and compared against conventional finger-stick calibration.

RESULTS

The sensitivity coefficient of variation between sensors increased from 2.9% in vitro to 6.0% in vivo. No difference in sensor response between subjects (P = .069) as well as between insertion sites (arm and abdomen) was detected (P = .104). Applying one calibration factor to all sensors in the study resulted in an MARD of 13.4%, and 83.5% of the values fell in consensus EGA zone A. Multiple fingerstick calibration resulted in an MARD of 12.7% and 84.1% in zone A.

CONCLUSIONS

Feasibility of factory calibration was demonstrated in subjects with diabetes using sensors based on "wired enzyme" technology, resulting in accuracy metrics similar to sensors calibrated with capillary blood glucose.

摘要

背景

目前,使用皮下插入式传感器进行连续血糖监测需要进行血糖测试以校准传感器。另外,在制造过程中预先校准的传感器可能无需指尖校准。在本研究中,我们评估了糖尿病患者传感器工厂校准的可行性。

方法

总共33名糖尿病患者被要求同时佩戴4个传感器,2个戴在手臂上,2个戴在腹部。本研究使用了一批体外灵敏度变异系数较低的传感器。基于频繁的毛细血管血糖测量,在5天的佩戴时间内确定每个传感器的平均葡萄糖敏感性。分析体内敏感性的受试者间和受试者内变异。使用单一校准因子对所有传感器进行平均绝对相对差异(MARD)计算和一致性误差网格分析(EGA),以模拟工厂校准,并与传统的指尖校准进行比较。

结果

传感器之间的灵敏度变异系数从体外的2.9%增加到体内的6.0%。未检测到受试者之间(P = 0.069)以及插入部位(手臂和腹部)之间的传感器反应差异(P = 0.104)。对研究中的所有传感器应用一个校准因子,MARD为13.4%,83.5%的值落在一致性EGA A区。多次指尖校准的MARD为12.7%,A区为84.1%。

结论

在糖尿病患者中,使用基于“有线酶”技术的传感器证明了工厂校准的可行性,其准确度指标与用毛细血管血糖校准的传感器相似。

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本文引用的文献

1
Continuous glucose monitoring: evidence and consensus statement for clinical use.
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5
FreeStyle Navigator Continuous Glucose Monitoring System with TRUstart algorithm, a 1-hour warm-up time.
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6
Continuous glucose monitoring in subcutaneous tissue using factory-calibrated sensors: a pilot study.
Diabetes Technol Ther. 2010 Aug;12(8):591-7. doi: 10.1089/dia.2010.0051.
7
Evaluation of factors affecting CGMS calibration.
Diabetes Technol Ther. 2006 Jun;8(3):318-25. doi: 10.1089/dia.2006.8.318.
9
Characterization of implantable biosensor membrane biofouling.
Fresenius J Anal Chem. 2000 Mar-Apr;366(6-7):611-21. doi: 10.1007/s002160051556.

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