Mandas Nicla, Mollura Maximiliano, Baldazzi Giulia, Sattar Parisa, Mura Maria, Casaglia Elisa, Figorilli Michela, Giorgetti Laura, Mattioli Pietro, Calizzano Francesco, Fama Francesco, Arnaldi Dario, Puligheddu Monica, Pani Danilo, Barbieri Riccardo
Hadron AcademyIstituto Universitario di Studi Superiori, IUSS 27100 Pavia Italy.
Department of Electrical and Electronic EngineeringUniversity of Cagliari 09124 Cagliari Italy.
IEEE Open J Eng Med Biol. 2024 May 7;5:859-866. doi: 10.1109/OJEMB.2024.3397550. eCollection 2024.
REM Sleep Behavior Disorder (RBD) is a REM parasomnia that is associated to high risk of developing α-synucleinopathies, as Parkinson's disease (PD) or dementia with Lewy bodies, over time. This study aims at investigating the presence of autonomic dysfunctions in RBD subjects, with and without PD, by assessing their sleep structure and autonomous nervous system activity along the different sleep stages. To this aim, an innovative framework combining a sleep transition model, by Markov chains, with an instantaneous assessment of autonomic state dynamics by statistical modeling of heart rate variability (HRV) dynamics through a point-process approach, was introduced. In general, RBD groups showed lower HRV than controls across all sleep stages, as well as higher probabilities of transitioning towards lighter sleep stages. Subjects also affected by PD present an even lower HRV, but better sleep continuity. RBD patients suffer from sleep fragmentation and overall autonomic dysfunction, mainly due to lower autonomic activation across all sleep stages. Coexistence of PD seems to improve sleep quality, possibly due to a sleep-related relief of their symptoms.
快速眼动睡眠行为障碍(RBD)是一种快速眼动期异态睡眠,随着时间的推移,与发展为α-突触核蛋白病的高风险相关,如帕金森病(PD)或路易体痴呆。本研究旨在通过评估RBD患者(无论是否患有PD)在不同睡眠阶段的睡眠结构和自主神经系统活动,来调查其自主神经功能障碍的存在情况。为此,引入了一个创新框架,该框架将基于马尔可夫链的睡眠转换模型与通过点过程方法对心率变异性(HRV)动态进行统计建模以即时评估自主神经状态动态相结合。总体而言,RBD组在所有睡眠阶段的HRV均低于对照组,并且向较浅睡眠阶段转换的概率更高。同时患有PD的患者HRV更低,但睡眠连续性更好。RBD患者存在睡眠碎片化和整体自主神经功能障碍,主要是由于所有睡眠阶段的自主神经激活较低。PD的共存似乎改善了睡眠质量,可能是由于其症状在睡眠中得到缓解。