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Analytical Performance of Glucose Monitoring Systems at Different Blood Glucose Ranges and Analysis of Outliers in a Clinical Setting

机译:不同血糖范围内葡萄糖监测系统的分析性能和临床环境中的异常值分析

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摘要

We investigated the analytical accuracy of 27 glucose monitoring systems (GMS) in a clinical setting, using the new ISO accuracy limits. In addition to measuring accuracy at blood glucose (BG) levels < 100 mg/dl and > 100 mg/dl, we also analyzed devices performance with respect to these criteria at 5 specific BG level ranges, making it possible to further differentiate between devices with regard to overall performance. Carbohydrate meals and insulin injections were used to induce an increase or decrease in BG levels in 37 insulin-dependent patients. Capillary blood samples were collected at 10-minute intervals, and BG levels determined simultaneously using GMS and a laboratory-based method. Results obtained via both methods were analyzed according to the new ISO criteria. Only 12 of 27 devices tested met overall requirements of the new ISO accuracy limits. When accuracy was assessed at BG levels < 100 mg/dl and > 100 mg/dl, criteria were met by 14 and 13 devices, respectively. A more detailed analysis involving 5 different BG level ranges revealed that 13 (48.1%) devices met the required criteria at BG levels between 50 and 150 mg/dl, whereas 19 (70.3%) met these criteria at BG levels above 250 mg/dl. The overall frequency of outliers was low. The assessment of analytical accuracy of GMS at a number of BG level ranges made it possible to further differentiate between devices with regard to overall performance, a process that is of particular importance given the user-centered nature of the devices’ intended use.
机译:我们使用新的ISO精度限值,研究了在临床环境中27种葡萄糖监测系统(GMS)的分析精度。除了在<100 mg / dl和> 100 mg / dl的血糖(BG)水平下测量准确性外,我们还针对5个特定BG水平范围内的这些标准分析了设备性能,从而有可能进一步区分具有以下特征的设备关于整体表现。碳水化合物餐和胰岛素注射剂用于诱导37例胰岛素依赖患者的BG水平升高或降低。每隔10分钟收集一次毛细血管血样,并使用GMS和基于实验室的方法同时测定BG水平。通过两种方法获得的结果均根据新的ISO标准进行了分析。在测试的27种设备中,只有12种满足了新ISO精度限制的总体要求。当在BG水平<100 mg / dl和> 100 mg / dl时评估准确性时,分别通过14和13种设备满足标准。涉及5种不同BG水平范围的更详细的分析表明,在50至150 mg / dl的BG水平下,有13种(48.1%)的设备符合要求的标准,而在250 mg / dl以上的BG水平上,有19种(70.3%)达到了这些标准。 。离群值的总频率较低。对GMS在多个BG级别范围内的分析准确性的评估,使得可以进一步区分设备的整体性能,考虑到设备预期用途的以用户为中心的性质,这一过程特别重要。

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