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使用可穿戴设备测量心率变异性来早期检测 1 型糖尿病的低血糖。

Early Detection of Hypoglycemia in Type 1 Diabetes Using Heart Rate Variability Measured by a Wearable Device.

机构信息

Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands

REshape Center for Innovation, Radboud University Medical Center, Nijmegen, the Netherlands.

出版信息

Diabetes Care. 2019 Apr;42(4):689-692. doi: 10.2337/dc18-1843.

DOI:10.2337/dc18-1843
PMID:30877089
Abstract

OBJECTIVE

Changes in heart rate variability (HRV) occur at the initiation of hypoglycemia due to sympathetic nervous system activity. We investigated the use of HRV detection by a wearable device as an early alert for hypoglycemia.

RESEARCH DESIGN AND METHODS

This proof-of-principle study included 23 patients with type 1 diabetes (14 women, mean age 42 ± 11 years). Patients wore a VitalConnect HealthPatch for 5 days. Hypoglycemia was defined as glucose ≤70 mg/dL (≤3.9 mmol/L) by fingerstick measurement. HRV was analyzed in standardized periods before the hypoglycemic event.

RESULTS

Sixty-six hypoglycemic events were recorded. Hypoglycemia caused a typical HRV pattern in 36 (55%) of the hypoglycemic events. Eighteen events (27%) showed an atypical pattern. Ten events were unclassified (15%), and two did not display a change in HRV (3%).

CONCLUSIONS

Hypoglycemia causes early changes in HRV that can be detected by a wearable device. Measuring real-time HRV seems promising for early hypoglycemia detection.

摘要

目的

由于交感神经系统活动,在低血糖发生时,心率变异性(HRV)会发生变化。我们研究了使用可穿戴设备检测 HRV 作为低血糖早期预警的方法。

研究设计和方法

这是一项原理验证研究,纳入了 23 名 1 型糖尿病患者(14 名女性,平均年龄 42±11 岁)。患者佩戴 VitalConnect HealthPatch 长达 5 天。通过指尖测量,血糖≤70mg/dL(≤3.9mmol/L)定义为低血糖。在低血糖事件发生前的标准化时间段内分析 HRV。

结果

记录到 66 次低血糖事件。低血糖导致 36 次(55%)低血糖事件中出现典型 HRV 模式。18 次(27%)显示非典型模式。10 次事件无法分类(15%),两次事件没有显示 HRV 变化(3%)。

结论

低血糖会导致 HRV 的早期变化,可通过可穿戴设备检测到。实时测量 HRV 似乎是早期低血糖检测的有前途的方法。

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