Evidence map›Paper›PMID 41055981›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Human deep sleep facilitates cerebrospinal fluid dynamics linked to spontaneous brain oscillations and neural events.

Makoto Uji, Xuemei Li, An Saotome, Ryosuke Katsumata, R Allen Waggoner, Chisato Suzuki, Kenichi Ueno, Sayaka Aritake, Masako Tamaki

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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. Glymphatic function in humans: indicators, modulators, and measurement strategies.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Makoto UjiRIKEN Center for Brain Science, Saitama 351-0198, Japan.ORCID 0000-0002-9445-6353
Xuemei LiRIKEN Center for Brain Science, Saitama 351-0198, Japan.
An SaotomeRIKEN Center for Brain Science, Saitama 351-0198, Japan.
Ryosuke KatsumataRIKEN Center for Brain Science, Saitama 351-0198, Japan.
R Allen WaggonerRIKEN Center for Brain Science, Saitama 351-0198, Japan.
Chisato SuzukiRIKEN Center for Brain Science, Saitama 351-0198, Japan.
Kenichi UenoRIKEN Center for Brain Science, Saitama 351-0198, Japan.
Sayaka AritakeRIKEN Center for Brain Science, Saitama 351-0198, Japan.ORCID 0000-0002-6564-5817
Masako TamakiRIKEN Center for Brain Science, Saitama 351-0198, Japan.ORCID 0000-0001-7621-8039

Funding

Japan Society for the Promotion of Science London (JSPS) JP22H01107Japan Society for the Promotion of Science London (JSPS) JP22K18664Japan Society for the Promotion of Science London (JSPS) JP25H00584Naito Foundation ) NATakeda Science Foundation (TSF) NA
6 · The paper itself

Abstract

How sleep maintains our healthy brain function has remained one of the biggest mysteries in neuroscience, medical settings, and daily lives. While cerebrospinal fluid (CSF) during sleep has been implicated in metabolic waste reduction in animals, how CSF dynamics are driven in the healthy human brain during deep sleep remains elusive. A myriad of research has shown that crucial cognitive processing manifests in slow-wave and rapid-eye movement (REM) sleep, suggesting that a key to maintaining brain functions lies in deep sleep. By leveraging a simultaneous sparse-functional MRI and polysomnography method, we demonstrate that deep sleep-specific CSF dynamics are associated with spontaneous brain oscillations in healthy young human participants. Slow waves and sleep spindles during slow-wave sleep are tightly linked to short-cycle, frequent, and moderate CSF fluctuations. In contrast, slow waves during light sleep and arousals produce slow, infrequent, and steep CSF signal changes. Rapid eye movements and sawtooth waves during REM sleep are also linked to CSF signal changes. Furthermore, CSF signals are significantly faster in frequency during deep than light sleep. These brain oscillations during light and deep sleep recruit essentially different brain networks, with deep sleep involving memory and homeostatic circuits. Thus, human deep sleep has a unique way of facilitating CSF dynamics that are distinctive from arousal mechanisms.

Indexed as

BrainCerebrospinal FluidSleepAdultElectroencephalographyFemaleHumansMagnetic Resonance ImagingMalePolysomnographySleep, REMYoung Adultbrain oscillationscerebrospinal fluid dynamicsREM sleepsleepslow-wave sleep

Identifiers

PMID41055981
PMCPMC12541399

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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.