OSCR

Predictability of sleep slow oscillation emergence and spatial extent from pre-onset neural dynamics.

Overview

Authors: Mahmoud Alipour1, Wim van Drongelen2,3, Paola Malerba4,5, Joel Voss3, David Satzer1
  1. Department of Neurological Surgery, University of Chicago,Chicago, USA
  2. Department of Pediatrics, The University of Chicago,Chicago, USA
  3. Department of Neurology, The University of Chicago,Chicago, USA
  4. Center for Biobehavioral Health, Abigail Wexner Research Institute, Nationwide Children’s Hospital,Columbus, USA
  5. College of Medicine, The Ohio State University,Columbus, USA
Institutions: University of Chicago (United States); Nationwide Children's Hospital (United States); The Ohio State University (United States)
Journal: Scientific reports, volume 16, issue 1, article 28057
Dates: received 31 January 2026; accepted 8 June 2026; published online 19 June 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1038/s41598-026-57532-z · PMID 42321332 · PMCID PMC13550440 · OpenAlex W7165144573
Open access: gold, a free copy (OpenAlex)
Status: code on request
Categories: EEG (modality), human (organism), systems (subfield)
Methods: Spectral & time-frequency, Preprocessing, Connectivity, Statistics, Machine learning, Evoked potentials, Physiology & signal measures
Keywords: Sleep slow oscillations, Theta activity, Spatiotemporal dynamics, Predictive modeling, Closed-loop neuromodulation
MeSH: Brain*, Sleep*, Sleep, Slow-Wave*, Adult, Electroencephalography, Female, Humans, Male, Theta Rhythm, Young Adult (* major topic)
Topic: Sleep and Wakefulness Research (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Internal Departmental Funds
Citations: not cited yet (Europe PMC); 56 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

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

Tracing map

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Data

Datasets cited

Code and data availability statement

The paper has a code and data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • it points to a dataset: OSF r26fh
  • it says that the data are available on request
  • it says that the code is available on request

Read it in the paper: doi.org/10.1038/s41598-026-57532-z.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 5 authors, 5 keywords, 10 MeSH terms, 1 funder, 55 references.

Cite

This paper

Alipour, M., van Drongelen, W., Malerba, P., Voss, J., & Satzer, D. (2026). Predictability of sleep slow oscillation emergence and spatial extent from pre-onset neural dynamics. Scientific reports, 16(1), 28057. https://doi.org/10.1038/s41598-026-57532-z

BibTeX

@article{alipour2026predictability,
author = {Alipour, Mahmoud and van Drongelen, Wim and Malerba, Paola and Voss, Joel and Satzer, David},
title = {{Predictability of sleep slow oscillation emergence and spatial extent from pre-onset neural dynamics}},
journal = {Scientific reports},
year = {2026},
month = jun,
volume = {16},
number = {1},
pages = {28057},
publisher = {Nature Publishing Group},
issn = {2045-2322},
doi = {10.1038/s41598-026-57532-z},
url = {https://doi.org/10.1038/s41598-026-57532-z},
pmid = {42321332},
pmcid = {PMC13550440}
}

RIS

TY - JOUR
AU - Alipour, Mahmoud
AU - van Drongelen, Wim
AU - Malerba, Paola
AU - Voss, Joel
AU - Satzer, David
TI - Predictability of sleep slow oscillation emergence and spatial extent from pre-onset neural dynamics
T2 - Scientific reports
J2 - Sci Rep
PY - 2026
DA - 2026/06/19
VL - 16
IS - 1
SP - 28057
SN - 2045-2322
PB - Nature Publishing Group
DO - 10.1038/s41598-026-57532-z
UR - https://doi.org/10.1038/s41598-026-57532-z
LA - en
ER -

CSL-JSON

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"language": "en",
"issued": {
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