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Updated: May 26, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Cyclic Alternating Pattern Dynamics in Individuals at Risk for Developing Parkinson's Disease
Andrew Dagay1,2, Shlomit Katzav2,3,4, Danielle Wasserman5
1Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel.
Objective:
The objective of this study was to investigate the differences in cyclic alternating patterns (CAP) metrics, a non-rapid eye movement (NREM) sleep physiological rhythm, among recently diagnosed patients with Parkinson's disease (PD), and individuals at high and low risk for developing PD based on genetic and prodromal risk.
Methods:
In this cross-sectional exploratory study, participants underwent clinical, cognitive, and motor evaluation to compute risk based on the Movement Disorder Society (MDS) prodromal criteria and a standard overnight polysomnography. CAP rate, CAP index, A index subtypes, number of CAP sequences, and CAP sequence duration were computed from the electroencephalogram (EEG) signal.
Results:
The study included 30 patients with early PD (mean age = 62.80 ± 7.69, disease duration = 1.10 ± 1.09), 26 participants at risk for PD (age = 64.88 ± 10.09), and 36 participants with low risk for PD (age = 56.83 ± 7.41). Despite comparable macrosleep architecture, most CAP measures were significantly lower in patients with PD compared with the low-risk group, whereas the at-risk group showed transitional values between PD and the low-risk group. The A2 index was significantly lower in both the at-risk and PD groups from the low-risk group (at risk = 7.59 ± 4.59; PD = 7.71 ± 5.83; and low risk = 12.85 ± 8.63; p = 0.010). Lower CAP rate and lower CAP index were associated with greater disease severity (r = -0.23 and - 0.24, respectively).
Interpretation:
Patients with early clinical PD exhibit alterations in CAP dynamics despite having comparable macrosleep architecture. Alterations of the NREM microsleep structure may occur early in the neurodegenerative process and the A2 index may be an early event in the evolution of the disease with the potential to serve as an early marker for disease progression. ANN NEUROL 2025;98:136-146.
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