Naps reliably estimate nocturnal sleep spindle density in health and schizophrenia.
Dimitrios MylonasCatherine TocciWilliam G CoonBengi BaranErin J KohnkeLin ZhuMark G VangelRobert A StickgoldDara S ManoachPublished in: Journal of sleep research (2019)
Sleep spindles, defining oscillations of non-rapid eye movement stage 2 sleep (N2), mediate memory consolidation. Spindle density (spindles/minute) is a stable, heritable feature of the sleep electroencephalogram. In schizophrenia, reduced spindle density correlates with impaired sleep-dependent memory consolidation and is a promising treatment target. Measuring sleep spindles is also important for basic studies of memory. However, overnight sleep studies are expensive, time consuming and require considerable infrastructure. Here we investigated whether afternoon naps can reliably and accurately estimate nocturnal spindle density in health and schizophrenia. Fourteen schizophrenia patients and eight healthy controls had polysomnography during two overnights and three afternoon naps. Although spindle density was lower during naps than nights, the two measures were highly correlated. For both groups, naps and nights provided highly reliable estimates of spindle density. We conclude that naps provide an accurate, reliable and more scalable alternative to measuring spindle density overnight.
Keyphrases
- sleep quality
- bipolar disorder
- physical activity
- working memory
- obstructive sleep apnea
- healthcare
- public health
- end stage renal disease
- mental health
- blood pressure
- chronic kidney disease
- sleep apnea
- machine learning
- ejection fraction
- deep learning
- peritoneal dialysis
- risk assessment
- health information
- mass spectrometry
- combination therapy
- replacement therapy
- atomic force microscopy