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Brain network dynamics in the wake-sleep transition reorganize according to task engagement.

Overview

Authors: Samika S Kumar1,2, Anat Arzi1,3, Corinne A Bareham1,4,5, Javier Gonzalez-Castillo2, Isabel Fernandez2, Enzo Tagliazucchi6, Pedro AM Mediano1,7, Peter A Bandettini2, Tristan A Bekinschtein1
  1. Consciousness and Cognition Lab, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
  2. Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD, United States
  3. Department of Medical Neurobiology and Department of Cognitive and Brain Science, The Hebrew University of Jerusalem, Jerusalem, Israel
  4. Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
  5. School of Psychology, Massey University, Auckland, New Zealand
  6. Instituto de Física de Buenos Aires and Physics Department, University of Buenos Aires, Buenos Aires, Argentina
  7. Department of Computing, Imperial College London, London, United Kingdom
Journal: Imaging neuroscience (Cambridge, Mass.), volume 4, article IMAG.a.1336
Dates: received 22 August 2024; accepted 13 July 2026; published online 8 September 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1162/imag.a.1336 · PMID 42719309 · PMCID PMC13556789 · OpenAlex W7171467173
Open access: diamond, a free copy (OpenAlex)
Status: empty repository
Categories: EEG (modality), human (organism), cognitive (subfield)
Methods: Spectral & time-frequency, Connectivity, Smoothing, state filtering, decompositions, Preprocessing, Statistics, fMRI & imaging, Evoked potentials
Keywords: consciousness, cognition, alertness, vigilance, sleep onset
MeSH: Brain*, Sleep*, Wakefulness*, Acoustic Stimulation, Adult, Attention, Auditory Perception, Brain Mapping, Cognition, Electroencephalography, Female, Humans, Magnetic Resonance Imaging, Male, Neural Pathways, Young Adult (* major topic)
Topic: Sleep and Wakefulness Research (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Wellcome Trust (WT093811MA)
Citations: not cited yet (Europe PMC); 91 references in the paper

Abstract

Alertness fluctuations and cognitive processing comprise overlapping brain circuits that include frontoparietal, thalamocortical, and sensory pathways. It is unclear how these brain circuits can simultaneously support such disparate but foundational human processes. To develop an integrated framework of consciousness and cognition, it is important to understand how fluctuations in alertness and cognitive processing interact in their shared circuits. In this electroencephalography (EEG)-functional magnetic resonance imaging (fMRI) study, we assessed individuals who fluctuated between alert and drowsy states while engaged in either an active or passive auditory task. We hypothesized that during periods of low alertness, individuals who actively maintain task engagement would recruit additional frontoparietal and sensory processing networks, while thalamocortical dynamics that typically change during sleep onset would remain unaffected. We found that when alertness decreased, passively listening to auditory tones led to increased synchronization primarily in the parietal lobe, whereas actively performing an auditory task resulted in increased long-range frontoparietal synchronization. During decreasing alertness, passive listening (but not active task engagement) was associated with widespread increased synchronization between the thalamus and cortex. In contrast, active task engagement (but not passive listening) led to increased synchronization between the auditory cortex and the rest of the brain. These results suggest the brain’s capacity for flexible functional reorganization when alertness levels decline but cognitive processes persist. The brain patterns that support transitions of consciousness at sleep onset also reflect ongoing cognitive task demands.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

OSF nua4y

License: none: the authors keep all their rights
State: the link answers, verified on 26 September 2026
Evidence: files inventoried
Size: 0 files, 0 scripts
Software Heritage: not checked
Found in: “Data Code and Availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 26 September 2026: the link answers (HTTP 200)
  • 26 September 2026: the link answers (HTTP 200)
At the source: osf.io/nua4y

The paper's code and data availability statement is in the Data section.

Tracing map

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Data

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Data Code and Availability

The analysis script and anonymized data are available at https://osf.io/nua4y.

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Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, pages, dates, 9 authors, 5 keywords, 16 MeSH terms, 1 funder, 91 references.

Cite

This paper

Kumar, S. S., Arzi, A., Bareham, C. A., Gonzalez-Castillo, J., Fernandez, I., Tagliazucchi, E., Mediano, P. A., Bandettini, P. A., & Bekinschtein, T. A. (2026). Brain network dynamics in the wake-sleep transition reorganize according to task engagement. Imaging neuroscience (Cambridge, Mass.), 4, IMAG.a.1336. https://doi.org/10.1162/imag.a.1336

BibTeX

@article{kumar2026brain,
author = {Kumar, Samika S and Arzi, Anat and Bareham, Corinne A and Gonzalez-Castillo, Javier and Fernandez, Isabel and Tagliazucchi, Enzo and Mediano, Pedro AM and Bandettini, Peter A and Bekinschtein, Tristan A},
title = {{Brain network dynamics in the wake-sleep transition reorganize according to task engagement}},
journal = {Imaging neuroscience (Cambridge, Mass.)},
year = {2026},
month = sep,
volume = {4},
pages = {IMAG.a.1336},
publisher = {MIT Press},
issn = {2837-6056},
doi = {10.1162/imag.a.1336},
url = {https://doi.org/10.1162/imag.a.1336},
pmid = {42719309},
pmcid = {PMC13556789}
}

RIS

TY - JOUR
AU - Kumar, Samika S
AU - Arzi, Anat
AU - Bareham, Corinne A
AU - Gonzalez-Castillo, Javier
AU - Fernandez, Isabel
AU - Tagliazucchi, Enzo
AU - Mediano, Pedro AM
AU - Bandettini, Peter A
AU - Bekinschtein, Tristan A
TI - Brain network dynamics in the wake-sleep transition reorganize according to task engagement
T2 - Imaging neuroscience (Cambridge, Mass.)
J2 - Imaging Neurosci (Camb)
PY - 2026
DA - 2026/09/08
VL - 4
SP - IMAG.a.1336
SN - 2837-6056
PB - MIT Press
DO - 10.1162/imag.a.1336
UR - https://doi.org/10.1162/imag.a.1336
LA - en
ER -

CSL-JSON

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