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光体积描记法:局灶性意识障碍性癫痫自主神经系统功能的测量指标。

Photoplethysmography: A measure for the function of the autonomic nervous system in focal impaired awareness seizures.

机构信息

Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA.

Children's Brain Dynamics, Division of Newborn Medicine, Department of Medicine, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA.

出版信息

Epilepsia. 2020 Aug;61(8):1617-1626. doi: 10.1111/epi.16621. Epub 2020 Jul 25.

Abstract

OBJECTIVES

Photoplethysmography (PPG) reflects variations of blood perfusion in tissues, which may signify seizure-related autonomic changes. The aim of this study is to assess the variability of PPG signals and their value in detecting peri-ictal changes in patients with focal impaired awareness seizures (FIASs).

METHODS

PPG data were recorded using a wearable sensor placed on the wrist or ankle of children with epilepsy admitted for long-term video-electroencephalographic monitoring. We analyzed PPG data in four different periods: seizure-free, preictal, ictal, and postictal. Multiple features were automatically extracted from the PPG signal-frequency, duration, amplitude, increasing and decreasing slopes, smoothness, and area under the curve (AUC)-and were used to identify preictal, ictal, or postictal changes by comparing them with seizure-free periods and with each other using a linear mixed-effects model.

RESULTS

We studied PPG in 11 patients (18 FIASs), including seizure-free, preictal, and postictal periods, and a subset of eight patients (12 FIASs) including the ictal period. Compared to the seizure-free period, we found significant changes in PPG (1) during the ictal period across all features; (2) during the preictal period in amplitude, duration, increasing slope, and AUC; and (3) during the postictal period in decreasing slope.

SIGNIFICANCE

Specific PPG changes can be seen before, during, and after FIASs. The peri-ictal changes in the PPG features of patients with FIASs suggest potential applications of PPG monitoring for seizure detection.

摘要

目的

光体积描记法(PPG)反映了组织中血液灌注的变化,这可能表明与癫痫发作相关的自主变化。本研究旨在评估 PPG 信号的可变性及其在检测局灶性意识障碍性癫痫发作(FIASs)患者发作期变化中的价值。

方法

使用放置在癫痫患儿手腕或脚踝上的可穿戴传感器记录 PPG 数据,这些患儿因长期视频-脑电图监测而入院。我们分析了四个不同时期的 PPG 数据:无发作期、发作前期、发作期和发作后期。从 PPG 信号中自动提取了多个特征-频率、持续时间、幅度、增加和减少斜率、平滑度和曲线下面积(AUC)-并使用线性混合效应模型将其与无发作期和彼此进行比较,以识别发作前期、发作期或发作后期的变化。

结果

我们研究了 11 名患者(18 次 FIASs)的 PPG,包括无发作期、发作前期和发作后期,以及 8 名患者(12 次 FIASs)的子集,包括发作期。与无发作期相比,我们发现 PPG 在以下方面发生了显著变化:(1)在所有特征中,在发作期;(2)在发作前期,在幅度、持续时间、增加斜率和 AUC 中;(3)在发作后期,在减少斜率中。

意义

在 FIASs 之前、期间和之后可以看到特定的 PPG 变化。FIASs 患者 PPG 特征的发作期变化表明 PPG 监测在癫痫发作检测方面具有潜在的应用价值。

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