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DOI 10.1093/sleep/zsae083

Медицинская библиотека · Sleep · 2024

The Swiss Primary Hypersomnolence and Narcolepsy Cohort Study: feasibility of long-term monitoring with Fitbit smartwatches in central disorders of hypersomnolence and extraction of digital biomarkers in narcolepsy.

Gnarra Oriella, van der Meer Julia, Warncke Jan D, Fregolente Livia G, Wenz Elena, Zub Kseniia, Nwachukwu Uchendu, Zhang Zhongxing, Khatami Ramin, von Manitius Sigrid, Miano Silvia, Acker Jens, Strub Mathias, Riener Robert, Bassetti Claudio L A, Schmidt Markus H

СтатьяМногоцентровое исследованиеПоддержка исследования: вне правительства СШАПеревод в очереди

Аннотация

The Swiss Primary Hypersomnolence and Narcolepsy Cohort Study (SPHYNCS) is a multicenter research initiative to identify new biomarkers in central disorders of hypersomnolence (CDH). Whereas narcolepsy type 1 (NT1) is well characterized, other CDH disorders lack precise biomarkers. In SPHYNCS, we utilized Fitbit smartwatches to monitor physical activity, heart rate, and sleep parameters over 1 year. We examined the feasibility of long-term ambulatory monitoring using the wearable device. We then explored digital biomarkers differentiating patients with NT1 from healthy controls (HC). A total of 115 participants received a Fitbit smartwatch. Using a adherence metric to evaluate the usability of the wearable device, we found an overall adherence rate of 80% over 1 year. We calculated daily physical activity, heart rate, and sleep parameters from 2 weeks of greatest adherence to compare NT1 (n = 20) and HC (n = 9) participants. Compared to controls, NT1 patients demonstrated findings consistent with increased sleep fragmentation, including significantly greater wake-after-sleep onset (p = .007) and awakening index (p = .025), as well as standard deviation of time in bed (p = .044). Moreover, NT1 patients exhibited a significantly shorter REM latency (p = .019), and sleep latency (p = .001), as well as a lower peak heart rate (p = .008), heart rate standard deviation (p = .039) and high-intensity activity (p = .009) compared to HC. This ongoing study demonstrates the feasibility of long-term monitoring with wearable technology in patients with CDH and potentially identifies a digital biomarker profile for NT1. While further validation is needed in larger datasets, these data suggest that long-term wearable technology may play a future role in diagnosing and managing narcolepsy.

Для цитирования: Gnarra Oriella, van der Meer Julia, Warncke Jan D, Fregolente Livia G, Wenz Elena, Zub Kseniia, Nwachukwu Uchendu, Zhang Zhongxing, Khatami Ramin, von Manitius Sigrid, Miano Silvia, Acker Jens, Strub Mathias, Riener Robert, Bassetti Claudio L A, Schmidt Markus H. The Swiss Primary Hypersomnolence and Narcolepsy Cohort Study: feasibility of long-term monitoring with Fitbit smartwatches in central disorders of hypersomnolence and extraction of digital biomarkers in narcolepsy.. Sleep. 2024. DOI: 10.1093/sleep/zsae083.

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