Using an Ambulatory Technology Approach to Understand Nightmares, Nightmare Enactment, and Sleep-Related Violent Behavior: Toward Precision Diagnosis in PTSD

Abstract

PTSD occurs in 8% to 10% of civilians, and 20% to 30% of combat veterans. Sleep problems, including distressing nightmares, are present innearly all individuals with PTSD. The goal of this study is to characterize the sleep physiological background and clinical factors which contribute to trauma nightmares, nightmare enactment during sleep, and sleep-related violent behaviors in trauma-exposed male and female U.S. military veterans. The primary scientific aims of our study are as follows: (1) To use an ambulatory, participant-administered multi-modal approach including sleep encephalogram (EEG), sleep diary app, standard wristband actigraphy with event marker, and video-recording of sleep, to examine the sleep architectural background of nightmares, nightmare enactment, and sleep-related violent behaviors; (2) To use an ambulatory, participant-administered approach including EEG, pulse oximetry, and respiratory belts, to examine the relationship between respiratory events during sleep and nightmares, nightmare enactment, and non-nightmare distressed awakenings; (3) To use a machine learning approach, utilize the full range of demographic, clinical, trauma, sleep/wake activity, sleep architectural and sleep-associated physiological data in the sample to identify independent and interacting predictors of the target sleep disturbances in the sample.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2022
Accession Number
AD1179804

Entities

People

  • Anne Richards

Organizations

  • Northern California Institute for Research and Education

Tags

Communities of Interest

  • Biomedical

DTIC Thesaurus Topics

  • Biomedical Research
  • California
  • Data Analysis
  • Education
  • Electroencephalography
  • Learning
  • Machine Learning
  • Maryland
  • Mobile Application Software
  • Patent Applications
  • Phase
  • Phase Studies
  • Physiological Monitoring
  • Physiology
  • Professional Development
  • Sleep Disorders
  • Social Media
  • Standards
  • United States
  • Video
  • Video Recording

Fields of Study

  • Psychology

Readers

  • Circadian Sleep-Wake Regulation and Chronobiology
  • Neurotrauma and Rehabilitation Medicine.

Technology Areas

  • AI & ML