The Usefulness of the Glucose Management Indicator in Evaluating the Quality of Glycemic Control in Patients with Type 1 Diabetes Using Continuous Glucose Monitoring Sensors: A Cross-Sectional, Multicenter Study.

IF 5.6 3区 工程技术 Q1 CHEMISTRY, ANALYTICAL Biosensors-Basel Pub Date : 2025-03-16 DOI:10.3390/bios15030190
Sandra Lazar, Ovidiu Potre, Ioana Ionita, Delia-Viola Reurean-Pintilei, Romulus Timar, Andreea Herascu, Vlad Florian Avram, Bogdan Timar
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Abstract

The Glucose Management Indicator (GMI) is a biomarker of glycemic control which estimates hemoglobin A1c (HbA1c) based on the average glycemia recorded by continuous glucose monitoring sensors (CGMS). The GMI provides an immediate overview of the patient's glycemic control, but it might be biased by the patient's sensor wear adherence or by the sensor's reading errors. This study aims to evaluate the GMI's performance in the assessment of glycemic control and to identify the factors leading to erroneous estimates. In this study, 147 patients with type 1 diabetes, users of CGMS, were enrolled. Their GMI was extracted from the sensor's report and HbA1c measured at certified laboratories. The median GMI value overestimated the HbA1c by 0.1 percentage points (p = 0.007). The measurements had good reliability, demonstrated by a Cronbach's alpha index of 0.74, an inter-item correlation coefficient of 0.683 and an inter-item covariance between HbA1c and GMI of 0.813. The HbA1c and the difference between GMI and HbA1c were reversely associated (Spearman's r = -0.707; p < 0.001). The GMI is a reliable tool in evaluating glycemic control in patients with diabetes. It tends to underestimate the HbA1c in patients with high HbA1c values, while it tends to overestimate the HbA1c in patients with low HbA1c.

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使用连续血糖监测传感器评估1型糖尿病患者血糖控制质量的血糖管理指标的有效性:一项横断面、多中心研究
葡萄糖管理指标(GMI)是血糖控制的生物标志物,它根据连续血糖监测传感器(CGMS)记录的平均血糖来估计血红蛋白A1c (HbA1c)。GMI提供了患者血糖控制的即时概况,但它可能会受到患者传感器佩戴依从性或传感器读数错误的影响。本研究旨在评估GMI在评估血糖控制方面的表现,并确定导致错误评估的因素。本研究纳入147例使用CGMS的1型糖尿病患者。他们的GMI是从传感器报告中提取的,HbA1c是在认证实验室测量的。GMI中位数高估了HbA1c 0.1个百分点(p = 0.007)。测量结果具有良好的信度,Cronbach’s alpha指数为0.74,项目间相关系数为0.683,HbA1c与GMI的项目间协方差为0.813。HbA1c与GMI和HbA1c的差异呈负相关(Spearman’s r = -0.707;P < 0.001)。GMI是评估糖尿病患者血糖控制的可靠工具。HbA1c值高的患者往往会低估HbA1c值,而HbA1c值低的患者往往会高估HbA1c值。
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来源期刊
Biosensors-Basel
Biosensors-Basel Biochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
6.60
自引率
14.80%
发文量
983
审稿时长
11 weeks
期刊介绍: Biosensors (ISSN 2079-6374) provides an advanced forum for studies related to the science and technology of biosensors and biosensing. It publishes original research papers, comprehensive reviews and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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