Sleep Neurophysiological Dynamics Through the Lens of Multitaper Spectral Analysis

被引:216
作者
Prerau, Michael J. [1 ]
Brown, Ritchie E. [2 ,3 ]
Bianchi, Matt T. [4 ]
Ellenbogen, Jeffrey M. [5 ]
Purdon, Patrick L. [1 ]
机构
[1] Massachusetts Gen Hosp, Dept Anesthesia Crit Care & Pain Med, Charlestown, MA 02129 USA
[2] VA Boston Healthcare Syst, Dept Psychiat, Lab Neurosci, Brockton, MA USA
[3] Harvard Med Sch, Brockton, MA USA
[4] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[5] Johns Hopkins Univ, Dept Neurol, Baltimore, MD 21218 USA
基金
美国国家卫生研究院;
关键词
LESS-THAN-1 HZ OSCILLATION; PIG THALAMIC NEURONS; HUMAN REM-SLEEP; ATTENTIONAL MODULATION; PARVALBUMIN NEURONS; ALPHA OSCILLATIONS; DROWSINESS PERIOD; EEG; RHYTHM; SPINDLES;
D O I
10.1152/physiol.00062.2015
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
During sleep, cortical and subcortical structures within the brain engage in highly structured oscillatory dynamics that can be observed in the electroencephalogram (EEG). The ability to accurately describe changes in sleep state from these oscillations has thus been a major goal of sleep medicine. While numerous studies over the past 50 years have shown sleep to be a continuous, multifocal, dynamic process, long-standing clinical practice categorizes sleep EEG into discrete stages through visual inspection of 30-s epochs. By representing sleep as a coarsely discretized progression of stages, vital neurophysiological information on the dynamic interplay between sleep and arousal is lost. However, by using principled timefrequency spectral analysis methods, the rich dynamics of the sleep EEG are immediately visible-elegantly depicted and quantified at time scales ranging from a full night down to individual microevents. In this paper, we review the neurophysiology of sleep through this lens of dynamic spectral analysis. We begin by reviewing spectral estimation techniques traditionally used in sleep EEG analysis and introduce multitaper spectral analysis, a method that makes EEG spectral estimates clearer and more accurate than traditional approaches. Through the lens of the multitaper spectrogram, we review the oscillations and mechanisms underlying the traditional sleep stages. In doing so, we will demonstrate how multitaper spectral analysis makes the oscillatory structure of traditional sleep states instantaneously visible, closely paralleling the traditional hypnogram, but with a richness of information that suggests novel insights into the neural mechanisms of sleep, as well as novel clinical and research applications.
引用
收藏
页码:60 / 92
页数:33
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