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

Marleen Olde Bekkink, Mats Koeneman, Bastiaan E de Galan, Sebastian J Bredie
Author Information
  1. Marleen Olde Bekkink: Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands marleen.oldebekkink@radboudumc.nl. ORCID
  2. Mats Koeneman: REshape Center for Innovation, Radboud University Medical Center, Nijmegen, the Netherlands.
  3. Bastiaan E de Galan: Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.
  4. Sebastian J Bredie: Department of Internal Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.

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.

MeSH Term

Adult
Diabetes Mellitus, Type 1
Early Diagnosis
Female
Heart Rate
Humans
Hypoglycemia
Male
Middle Aged
Wearable Electronic Devices

Word Cloud

Created with Highcharts 10.0.0HRVHypoglycemiaeventshypoglycemiaearlyhypoglycemicdetectionwearabledevice1patternOBJECTIVE:ChangesheartratevariabilityoccurinitiationduesympatheticnervoussystemactivityinvestigatedusealertRESEARCHDESIGNANDMETHODS:proof-of-principlestudyincluded23patientstypediabetes14womenmeanage42±11yearsPatientsworeVitalConnectHealthPatch5daysdefinedglucose≤70mg/dL≤39mmol/LfingerstickmeasurementanalyzedstandardizedperiodseventRESULTS:Sixty-sixrecordedcausedtypical3655%Eighteen27%showedatypicalTenunclassified15%twodisplaychange3%CONCLUSIONS:causeschangescandetectedMeasuringreal-timeseemspromisingEarlyDetectionTypeDiabetesUsingHeartRateVariabilityMeasuredWearableDevice

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