Key result
Wrist-worn PPG achieves 0.98 correlation with standard ECG for short-term HRV metrics.
Why the study?
While ECG is the gold standard for HRV assessment, photoplethysmography-based wearables offer an alternative, motivating validation of the wrist-worn Bora band against standard ECG for short-term HRV assessment.
Does a wrist-worn PPG device provide reliable short-term heart rate variability assessment compared to standard 12-lead ECG in participants in sinus rhythm?
Observational (n=66)
No
Does a wrist-worn PPG device provide reliable short-term heart rate variability assessment compared to standard 12-lead ECG in participants in sinus rhythm?
Effect estimate: ρ = 0.98
p-value: p=0.003
Under controlled resting conditions, wrist-based PPG provides reliable short-term heart rate variability indices compared with standard ECG.
Should not yet change clinical heart rate monitoring; extends small-sample observational data on agreement for future validation.
Heart rate variability (HRV) reflects cardiac autonomic function and cardiovascular health. While electrocardiography (ECG) remains the gold standard for HRV assessment, photoplethysmography (PPG)-based wearables offer an alternative for monitoring. This study aimed to validate the wrist-worn PPG device Bora band® for short-term HRV assessment against standard ECG and to characterize domain-specific agreement patterns. In this prospective, single-center observational study, 66 participants in sinus rhythm underwent simultaneous high-resolution 12-lead ECG and wrist-based PPG recording for 5 min and 30 s. PPG-derived interbeat intervals were extracted and compared to ECG-derived R-R intervals. Sixteen HRV metrics from time-, frequency-, and non-linear domains were computed for both modalities. Agreement was assessed using biweight mid-correlation (ρ), Cliff's delta (δ), and equivalence testing (TOST). Strong agreement was observed for mean heart rate (ρ = 1.0, δ = 0.104, TOST p < 0.001), standard deviation of normal-to-normal intervals (ρ = 0.98, δ = 0.037, TOST p = 0.003), deceleration capacity of heart rate (ρ = 0.95, δ = 0.071, TOST p = 0.014), coefficient of variation of normal-to-normal intervals (ρ = 0.98, δ = 0.035, TOST p = 0.002) and Poincaré Plot standard deviation 2 (ρ = 0.99, δ = 0.074, TOST p < 0.001). Moderate agreement was noted for long-term fractal scaling exponent and very low-, low- and high-frequency power. Weaker agreement appeared for short-term variability and entropy metrics. Bland-Altman analysis indicated minimal bias without systematic error. Under controlled resting conditions, wrist-based PPG provides reliable HRV indices compared with ECG-derived HRV. These findings support the use of selected PPG-derived HRV parameters for short-term assessment in clinical settings. Further validation in real-world settings will be necessary.
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Zuern et al. (2026) conducted an observational in Sinus rhythm (n=66). Bora band (wrist-worn PPG device) vs. Standard 12-lead ECG was evaluated on Agreement of standard deviation of normal-to-normal intervals (SDNN) between PPG and ECG (ρ = 0.98, p=0.003). The wrist-worn PPG device Bora band demonstrated strong agreement with standard ECG for short-term heart rate variability metrics, including SDNN (ρ = 0.98) and mean heart rate (ρ = 1.0).
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