Heart rate variability for the evaluation of patients with disorders of consciousness

最小意识状态 心率变异性 清醒 脑电图 持续植物状态 意识水平 心率 临床神经生理学 单变量 多元分析 心理学 意识 观察研究 意识障碍 医学 心脏病学 内科学 多元统计 麻醉 精神科 神经科学 血压 机器学习 计算机科学
作者
Piergiuseppe Liuzzi,Silvia Campagnini,Bahia Hakiki,Rachele Burali,Maenia Scarpino,Claudio Macchi,Francesca Cecchi,Andrea Mannini,Antonello Grippo
出处
期刊:Clinical Neurophysiology [Elsevier BV]
卷期号:150: 31-39 被引量:11
标识
DOI:10.1016/j.clinph.2023.03.007
摘要

Clinical responsiveness of patients with a Disorder of Consciousness (DoC) correlates to sympathetic/parasympathetic homeostatic balance. Heart Rate Variability (HRV) metrics result in non-invasive proxies of modulation capabilities of visceral states. In this work, our aim was to evaluate whether HRV measures could improve the differential diagnosis between Unresponsive Wakefulness Syndrome (UWS) and Minimally Conscious State (MCS) with respect to multivariate models based on standard clinical electroencephalography (EEG) labeling only in a rehabilitation setting.A prospective observational study was performed consecutively enrolling 82 DoC patients. Polygraphic recordings were performed. HRV-metrics and EEG descriptors derived from the American Clinical Neurophysiology Society's Standardized Critical Care terminology were included. Descriptors entered univariate and then multivariate logistic regressions with the target set to the UWS/MCS diagnosis.HRV measures resulted significantly different between UWS and MCS patients, with higher values being associated with better consciousness levels. Specifically, adding HRV-related metrics to ACNS EEG descriptors increased the Nagelkerke R2 from 0.350 (only EEG descriptors) to 0.565 (HRV-EEG combination) with the outcome set to the consciousness diagnosis.HRV changes across the lowest states of consciousness. Rapid changes in heart rate, occurring in better consciousness levels, confirm the mutual correlation between visceral state functioning patterns and consciousness alterations.Quantitative analysis of heart rate in patients with a DoC paves the way for the implementation of low-cost pipelines supporting medical decisions within multimodal consciousness assessments.
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