Evidence map›Paper›PMID 37334002›Full record

ArticleNetwork neuroscience (Cambridge, Mass.)2023

Reconfigurations in brain networks upon awakening from slow wave sleep: Interventions and implications in neural communication.

Cassie J Hilditch, Kanika Bansal, Ravi Chachad, Lily R Wong, Nicholas G Bathurst, Nathan H Feick, Amanda Santamaria, Nita L Shattuck, Javier O Garcia, Erin E Flynn-Evans

Erratum issuedAbstract read
In one paragraph

Article in Network neuroscience (Cambridge, Mass.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
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  5. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Cassie J HilditchFatigue Countermeasures Laboratory, Department of Psychology, San José State University, San José, CA, USA.ORCID https://orcid.org/0000-0001-8797-4390
Kanika BansalDepartment of Biomedical Engineering, Columbia University, New York, NY, USA.
Ravi ChachadFatigue Countermeasures Laboratory, Department of Psychology, San José State University, San José, CA, USA.
Lily R WongFatigue Countermeasures Laboratory, Department of Psychology, San José State University, San José, CA, USA.
Nicholas G BathurstFatigue Countermeasures Laboratory, Human Systems Integration Division, NASA Ames Research Center, Moffett Field, CA, USA.
Nathan H FeickFatigue Countermeasures Laboratory, Department of Psychology, San José State University, San José, CA, USA.
Amanda SantamariaCognitive and Systems Neuroscience Research Hub, University of South Australia, Adelaide, SA, Australia.
Nita L ShattuckOperations Research Department, Naval Postgraduate School, Monterey, CA, USA.
Javier O GarciaUS DEVCOM Army Research Laboratory, Humans in Complex Systems Division, Aberdeen Proving Ground, MD, USA.
Erin E Flynn-EvansFatigue Countermeasures Laboratory, Human Systems Integration Division, NASA Ames Research Center, Moffett Field, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sleep inertia is the brief period of impaired alertness and performance experienced immediately after waking. Little is known about the neural mechanisms underlying this phenomenon. A better understanding of the neural processes during sleep inertia may offer insight into the awakening process. We observed brain activity every 15 min for 1 hr following abrupt awakening from slow wave sleep during the biological night. Using 32-channel electroencephalography, a network science approach, and a within-subject design, we evaluated power, clustering coefficient, and path length across frequency bands under both a control and a polychromatic short-wavelength-enriched light intervention condition. We found that under control conditions, the awakening brain is typified by an immediate reduction in global theta, alpha, and beta power. Simultaneously, we observed a decrease in the clustering coefficient and an increase in path length within the delta band. Exposure to light immediately after awakening ameliorated changes in clustering. Our results suggest that long-range network communication within the brain is crucial to the awakening process and that the brain may prioritize these long-range connections during this transitional state. Our study highlights a novel neurophysiological signature of the awakening brain and provides a potential mechanism by which light improves performance after waking.

Indexed as

Graph theoretical frameworkNetwork communicationShort-wavelength-enriched lightSleep inertia

Identifiers

PMID37334002
PMCPMC10270716

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.