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重新审视连续血糖监测数据集中文献中血糖控制和低血糖测量指标之间的关系。

Revisiting the Relationships Between Measures of Glycemic Control and Hypoglycemia in Continuous Glucose Monitoring Data Sets.

机构信息

Diabetes Unit, Endocrinology Department, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Hospital Clínic, Barcelona, Spain.

Division of Diabetes, Endocrinology and Metabolism, Imperial College London, London, U.K.

出版信息

Diabetes Care. 2018 Feb;41(2):326-332. doi: 10.2337/dc17-1597. Epub 2017 Nov 30.

Abstract

OBJECTIVE

The Diabetes Control and Complications Trial (DCCT) identified an inverse relationship between HbA and severe hypoglycemia. We investigated the relationship between hypoglycemia and HbA in a large type 1 diabetes cohort on multiple daily injection or insulin pump therapy using blinded continuous glucose monitoring (CGM) data. The impact of real-time CGM on these relationships and how these relationships differ with biochemical definitions of hypoglycemia have also been assessed.

RESEARCH DESIGN AND METHODS

CGM data were obtained from the JDRF CGM randomized control trial. Baseline blinded CGM data were used to assess time in hypoglycemia in all individuals. End point data from the CGM intervention group were used to assess the impact of CGM. Percentage of time spent below 3.9, 3.3, 3.0, and 2.8 mmol/L were calculated and quadratic regression plots drawn. Relationships were analyzed visually, and ANOVA was used to assess relationships between glycemia and time below threshold.

RESULTS

J-shaped relationships were observed for all biochemical hypoglycemia thresholds, with the lowest hypoglycemia risk occurring at HbA values between 8.1 and 8.6% (65-70 mmol/mol). The use of an average of 5 days/week of CGM flattened the relationships for 3.3, 3.0, and 2.8 mmol/L, and ANOVA confirmed the loss of relationship for the 3.3 mmol/L threshold using CGM.

CONCLUSIONS

The relationship between hypoglycemia and HbA in a population with type 1 diabetes is J-shaped. Lower HbA values are still associated with increased hypoglycemia risk, although the magnitude of risk depends on biochemical threshold. Real-time CGM may reduce the percentage time spent in hypoglycemia, changing the relationship between HbA and hypoglycemia.

摘要

目的

糖尿病控制与并发症试验(DCCT)发现 HbA 与严重低血糖之间存在反比关系。我们使用盲法连续血糖监测(CGM)数据,研究了在接受多次皮下注射或胰岛素泵治疗的大型 1 型糖尿病队列中,低血糖与 HbA 之间的关系。还评估了实时 CGM 对这些关系的影响,以及这些关系如何因低血糖的生化定义而异。

研究设计和方法

CGM 数据来自 JDRF CGM 随机对照试验。使用基线盲法 CGM 数据评估所有个体的低血糖时间。使用 CGM 干预组的终点数据评估 CGM 的影响。计算低于 3.9、3.3、3.0 和 2.8mmol/L 的时间百分比,并绘制二次回归图。通过视觉分析关系,ANOVA 用于评估血糖与阈值以下时间之间的关系。

结果

所有生化低血糖阈值均观察到 J 形关系,HbA 值在 8.1%至 8.6%(65-70mmol/mol)之间时低血糖风险最低。每周使用 CGM 平均 5 天会使 3.3mmol/L、3.0mmol/L 和 2.8mmol/L 的关系变平,ANOVA 证实使用 CGM 时 3.3mmol/L 阈值的关系丧失。

结论

1 型糖尿病患者中低血糖与 HbA 之间的关系呈 J 形。较低的 HbA 值仍与增加的低血糖风险相关,尽管风险的幅度取决于生化阈值。实时 CGM 可能会降低低血糖时间百分比,从而改变 HbA 与低血糖之间的关系。

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