Studies

CellWell record HH-227655

Dynamic Sleep-Derived Heart Rate and Heart Rate Variability Features Associated with Glucose Metabolism Status: An Exploratory Feature-Selection Study Using Consumer Wearables

Li Li; Syarifah Nabilah Syed Taha; Yoshiyuki Nishinaka; Yufeng Tan; Hajime Ohtsu; Sinyoung Lee; Ken Kiyono

2026

In plain language

Dynamic nocturnal heart rate variability features distinguished glucose metabolism status, with lower-glycemic-risk individuals showing stabilizing HRV trends versus persistent instability in higher-risk individuals.

Evidence
Emerging
Design
Primary research (design unspecified)

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