ArticleNeuroImage. Clinical2020
Inter-channel phase differences during sleep spindles are altered in Veterans with PTSD.
Article in NeuroImage. Clinical, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 9 citations in OpenAlex.
- Slow oscillation-sleep spindle coupling is associated with fear extinction retention in trauma-exposed individuals.bioRxiv : the preprint server for biology · 2025Article
- Advances in Electroencephalography for Post-Traumatic Stress Disorder Identification: A Scoping Review.IEEE open journal of engineering in medicine and biology · 2025Article
- Sleep Spindles Favor Emotion Regulation Over Memory Consolidation of Stressors in Posttraumatic Stress Disorder.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2023Article
- Sleep spindles, stress and PTSD: The state of the science and future directions.Neurobiology of stress · 2023Article
- The Many Faces of Sleep Disorders in Post-Traumatic Stress Disorder: An Update on Clinical Features and Treatment.Neuropsychobiology · 2022Review
- Zolpidem Maintains Memories for Negative Emotions Across a Night of Sleep.Affective science · 2022Article
- Sleep Power Spectral Density and Spindles in PTSD and Their Relationship to Symptom Severity.Frontiers in psychiatry · 2021Article
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
Sleep disturbances are common complaints in patients with post-traumatic stress disorder (PTSD). To date, however, objective markers of PTSD during sleep remain elusive. Sleep spindles are distinctive bursts of brain oscillatory activity during non-rapid eye movement (NREM) sleep and have been implicated in sleep protection and sleep-dependent memory processes. In healthy sleep, spindles observed in electroencephalogram (EEG) data are highly synchronized across different regions of the scalp. Here, we aimed to investigate whether the spatiotemporal synchronization patterns between EEG channels during sleep spindles, as quantified by the phase-locking value (PLV) and the mean phase difference (MPD), are altered in PTSD. Using high-density (64-channel) EEG data recorded from 78 combat-exposed Veteran men (31 with PTSD and 47 without PTSD) during two consecutive nights of sleep, we examined group differences in the PLV and MPD for slow (10-13 Hz) and fast (13-16 Hz) spindles separately. To evaluate the reproducibility of our findings, we set apart the first 47 consecutive participants (18 with PTSD) for the initial discovery and reserved the remaining 31 participants (13 with PTSD) for replication analysis. In the discovery analysis, compared to the non-PTSD group, the PTSD group showed smaller MPDs during slow spindles between the frontal and centro-parietal channel pairs on both nights. We obtained reproducible results in the replication analysis in terms of statistical significance and effect size. The PLVs during slow or fast spindles did not significantly differ between groups. The reduced inter-channel phase difference during slow spindles in PTSD may reflect pathological changes in the underlying thalamocortical circuits. This novel finding, if independently validated, may prove useful in developing sleep-focused PTSD diagnostics and interventions.
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