Validation of photoplethysmography-derived short-term heart rate variability using a wearable device
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.
Authors
- Florian Tilquin
- Yann Le Guillou
- Benjamin Speich (ORCID: https://orcid.org/0000-0002-3301-8085)
- Peter Hämmerle (ORCID: https://orcid.org/0000-0002-6570-3503)
- Emmanuel Dervieux
- Christine S. Zuern
- Niklaus D. Labhardt
- Emel Kaplan
- Matthias Briel
- Maximilian Felkel
- Felix Mahfoud
- Qian Zhou (ORCID: https://orcid.org/0000-0002-1828-4879)
Institutions
- University of Basel (CH)
- University Hospital of Basel (CH)
- Hospital Base (CL)
- JCP Connect (France) (FR)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-05-18
- DOI
- https://doi.org/10.1038/s41598-026-52700-7
- Primary Topic
- Non-Invasive Vital Sign Monitoring
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Universitätsspital Basel
- Schweizerische Herzstiftung