The Diabetes Technology Society Error Grid and Trend Accuracy Matrix for Glucose Monitors

连续血糖监测 糖尿病 血糖自我监测 网格 医学 计算机科学 数据科学 内分泌学 数学 1型糖尿病 几何学
作者
David C. Klonoff,Guido Freckmann,Stefan Pleus,Boris Kovatchev,David Kerr,Chui Tse,Chengdong Li,Michael S. D. Agus,Kathleen Dungan,Barbora Voglová Hagerf,Jan S. Krouwer,Wei-An Lee,Shivani Misra,Sang Youl Rhee,Ashutosh Sabharwal,Jane Jeffrie Seley,Viral N. Shah,Nam K. Tran,Kayo Waki,Chris Worth
出处
期刊:Journal of diabetes science and technology [SAGE Publishing]
卷期号:18 (6): 1346-1361 被引量:20
标识
DOI:10.1177/19322968241275701
摘要

INTRODUCTION: An error grid compares measured versus reference glucose concentrations to assign clinical risk values to observed errors. Widely used error grids for blood glucose monitors (BGMs) have limited value because they do not also reflect clinical accuracy of continuous glucose monitors (CGMs). METHODS: Diabetes Technology Society (DTS) convened 89 international experts in glucose monitoring to (1) smooth the borders of the Surveillance Error Grid (SEG) zones and create a user-friendly tool-the DTS Error Grid; (2) define five risk zones of clinical point accuracy (A-E) to be identical for BGMs and CGMs; (3) determine a relationship between DTS Error Grid percent in Zone A and mean absolute relative difference (MARD) from analyzing 22 BGM and nine CGM accuracy studies; and (4) create trend risk categories (1-5) for CGM trend accuracy. RESULTS: The DTS Error Grid for point accuracy contains five risk zones (A-E) with straight-line borders that can be applied to both BGM and CGM accuracy data. In a data set combining point accuracy data from 18 BGMs, 2.6% of total data pairs equally moved from Zones A to B and vice versa (SEG compared with DTS Error Grid). For every 1% increase in percent data in Zone A, the MARD decreased by approximately 0.33%. We also created a DTS Trend Accuracy Matrix with five trend risk categories (1-5) for CGM-reported trend indicators compared with reference trends calculated from reference glucose. CONCLUSION: The DTS Error Grid combines contemporary clinician input regarding clinical point accuracy for BGMs and CGMs. The DTS Trend Accuracy Matrix assesses accuracy of CGM trend indicators.
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