【2h】

Glucose-at-a-Glance

机译:一目了然的葡萄糖

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摘要

The standard continuous glucose monitoring (CGM) output provides multiple graphical and numerical summaries. A useful adjunct would be a visualization tool that facilitates immediate assessment of both long- and short-term variability. We developed an algorithm based on the mathematical method of delay maps to display CGM signals in which the glucose value at time ti is plotted against its value at time ti+1. The data points are then color-coded based on their frequency of occurrence (density). Examples of this new visualization tool, along with the accompanying time series, are presented for selected patients with type 2 diabetes and non-diabetic controls over the age of 70 years. The method reveals differences in the structure of the glucose variability between subjects with a similar range of glucose values. We also observe that patients with comparable hemoglobin A1c (HbA1c) values may have very different delay maps, consistent with marked differences in the dynamics of glucose control. These differences are not accounted by the amplitude of the fluctuations. Furthermore, the delay maps allow for rapid recognition of hypo- and hyperglycemic periods over the full duration of monitoring or any subinterval. The glucose-at-a-glance visualization tool, based on colorized delay maps, provides a way to quickly assess the complex data acquired by CGM systems. This method yields dynamical information not contained in single summary statistics, such as HbA1c values, and may also serve as the basis for developing novel metrics of glycemic control.
机译:标准的连续葡萄糖监测(CGM)输出可提供多种图形和数字摘要。一个有用的辅助工具将是可视化工具,该工具有助于立即评估长期和短期可变性。我们基于延迟图的数学方法开发了一种算法,以显示CGM信号,其中将在ti时刻的葡萄糖值与在ti + 1时刻的葡萄糖值作图。然后,根据数据点的出现频率(密度)对它们进行颜色编码。针对选定的患有2型糖尿病和70岁以上非糖尿病对照的患者,介绍了这种新的可视化工具的示例以及随附的时间序列。该方法揭示了具有相似范围的葡萄糖值的受试者之间葡萄糖变异性的结构差异。我们还观察到具有可比的血红蛋白A1c(HbA1c)值的患者可能具有非常不同的延迟图,这与葡萄糖控制动力学的显着差异一致。这些差异不能通过波动幅度来解决。此外,延迟图可在整个监控期间或任何子间隔内快速识别低血糖和高血糖期。基于彩色延迟图的葡萄糖概览可视化工具提供了一种快速评估CGM系统获取的复杂数据的方法。此方法产生的动态信息不包含在单个摘要统计信息中,例如HbA1c值,并且还可以用作开发新的血糖控制指标的基础。

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