Bruttomesso Daniela, Boscari Federico, Lepore Giuseppe, Noaro Giulia, Cappon Giacomo, Girelli Angela, Bozzetto Lutgarda, Tumminia Andrea, Grassi Giorgio, Sparacino Giovanni, Laviola Luigi, Facchinetti Andrea
Unit of Metabolic Diseases, Department of Medicine, University of Padova, Padova, Italy.
Unit of Endocrine Diseases and Diabetology, ASST Papa Giovanni XXIII, Bergamo, Italy.
Diabetes Ther. 2021 May;12(5):1313-1324. doi: 10.1007/s13300-021-01020-2. Epub 2021 Mar 16.
In persons with type 1 diabetes (T1D) insulin dosing can be adjusted based on trend arrows derived from continuous glucose monitoring (CGM). We propose a slide rule with narrower blood glucose intervals and more classes of insulin sensitivity than are available in current models.
The slide rule was tested in silico, in which a meal was simulated in 100 virtual subjects and the insulin bolus was calculated either in the standard way based on the insulin-to-carbohydrate ratio and the correction factor or according to the slide rule, following which the percentage time spent in range (70-180 mg/dl; %T), hypoglycemia (< 70 mg/dl; %T), and hyperglycemia (> 180 mg/dl; %T) was compared between the methods during the 4 h after the meal. Slide rule performance was also tested in real life by analyzing the same variables at during the 4 h postprandial period in 27 individuals with T1D. Only meals starting while the rate of change was at least 1 mg/dl per minute (increasing or decreasing) were considered for analysis.
In silico, when the preprandial trend arrow was increasing, our slide rule reduced %T and increased %T (p < 0.05), whereas when the preprandial trend arrow was decreasing, it reduced %T and slightly increased %T (p < 0.05). In real life, our slide rule kept subjects on target for 70.8 and 91.6% of postprandial time when preprandial trend arrows were increasing or decreasing, respectively.
The proposed slide rule performed well both in silico and in real life, suggesting that it could be safely adopted by individuals with T1D to improve glucose control.
在1型糖尿病(T1D)患者中,胰岛素剂量可根据连续血糖监测(CGM)得出的趋势箭头进行调整。我们提出了一种计算尺,其血糖区间更窄,胰岛素敏感性类别比当前模型更多。
对该计算尺进行了计算机模拟测试,在100名虚拟受试者中模拟了一顿餐,并以标准方式根据胰岛素与碳水化合物的比例和校正因子计算胰岛素推注量,或者根据计算尺计算胰岛素推注量,然后比较餐后4小时内两种方法在目标范围内(70 - 180 mg/dl;%T)、低血糖(< 70 mg/dl;%T)和高血糖(> 180 mg/dl;%T)的时间百分比。还通过分析27名T1D患者餐后4小时内的相同变量在现实生活中测试了计算尺的性能。仅考虑起始时变化率至少为每分钟1 mg/dl(上升或下降)的餐食进行分析。
在计算机模拟中,当餐前趋势箭头上升时,我们的计算尺降低了%T并增加了%T(p < 0.05),而当餐前趋势箭头下降时,它降低了%T并略微增加了%T(p < 0.05)。在现实生活中,当餐前趋势箭头上升或下降时,我们的计算尺分别使受试者在餐后时间的70.8%和91.6%保持在目标范围内。
所提出的计算尺在计算机模拟和现实生活中均表现良好,表明T1D患者可以安全采用它来改善血糖控制。