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Collecting Sleep, Circadian, Fatigue, and Performance Data in Complex Operational Environments
Published on: August 8, 2019
Sleep alterations as a function of 88 health indicators
Péter Przemyslaw Ujma1, Róbert Bódizs2
1Institute of Behavioural Sciences, Semmelweis University, Budapest, Hungary. peteru88@gmail.com.
Large-scale analysis reveals sleep macrostructure changes like longer REM latency are common in health conditions. Most EEG power spectral density alterations were not linked to health, but specific patterns emerged for depression and cardiovascular issues.
Area of Science:
- Sleep Medicine
- Neuroscience
- Gerontology
Background:
- Sleep alterations are linked to various health conditions and medications.
- Previous evidence often comes from small, limited studies.
- A large-scale, data-driven approach is needed to understand these complex relationships.
Purpose of the Study:
- To investigate associations between sleep macrostructure, quantitative sleep electroencephalogram (EEG), and health indicators in a large cohort.
- To identify common sleep patterns associated with numerous medical disorders and medication use.
Main Methods:
- Utilized polysomnography and health data from 3086 elderly American men (MrOS Sleep Study).
- Analyzed associations between sleep macrostructure, EEG power spectral density (PSD), 38 medical disorders, 2 health behaviors, and 48 medications.
- Employed principal component analysis to identify patterns in EEG-PSD alterations related to health.
Main Results:
- Increased REM latency and reduced REM duration were common sleep macrostructure findings across health indicators.
- Most health indicators were not associated with EEG PSD alterations; however, two principal components explained 85-95% of the observed associations.
- Specific EEG patterns were linked to depression/SSRI use (PC1: decreased slow, increased fast PSD in NREM) and cardiovascular issues (PC2: mid-frequency changes), with benzodiazepine use associated with increased mid-frequency and spindle activity.
Conclusions:
- Sleep alterations, particularly in macrostructure, are prevalent in various health conditions.
- Objective EEG spectral composition shows specific, albeit less common, associations with certain health disorders and medications.
- Findings highlight the complex interplay between sleep, health, and pharmacological interventions.
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