Evidence map›Paper›PMID 37536211›Full record

ArticleSleep medicine2023

Neurofluid coupling during sleep and wake states.

Vidhya Vijayakrishnan Nair, Brianna R Kish, Pearlynne Lh Chong, Ho-Ching Shawn Yang, Yu-Chien Wu, Yunjie Tong, A J Schwichtenberg

Open access · greenAbstract read
In one paragraph

Article in Sleep medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.3field-weighted citation impact, top 7% of its field
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

15 citing papers in PubMed, 19 citations in OpenAlex.

  1. Trial
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  7. Amplitude fluctuations of cerebrovascular oscillations and CSF movement desynchronize during NREM3 sleep.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2025
    Article
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  12. CONMR in biomedicine · 2024
    Article
  13. Abnormal Cerebrovascular Activity, Perfusion, and Glymphatic Clearance in Lewy Body Diseases.Movement disorders : official journal of the Movement Disorder Society · 2024
    Review
  14. Review
  15. Article
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

7 authors at 2 institutions in 1 country.

Vidhya Vijayakrishnan NairWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, USA.
Brianna R KishWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, USA.
Pearlynne Lh ChongDepartment of Human Development and Family Science, College of Health and Human Sciences, Purdue University, West Lafayette, IN, 47907, USA.
Ho-Ching Shawn YangDepartment of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
Yu-Chien WuDepartment of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, 46202, USA; Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN, 46202, USA.
Yunjie TongWeldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, 47907, USA. Electronic address: tong61@purdue.edu.
A J SchwichtenbergDepartment of Human Development and Family Science, College of Health and Human Sciences, Purdue University, West Lafayette, IN, 47907, USA. Electronic address: ajschwichtenberg@purdue.edu.
Purdue University West Lafayette · USIndiana University School of Medicine

Funding

3T MRI Scanner dedicated to Life Sciences ResearchS10OD012336 · OD · PURDUE UNIVERSITY · PI DYDAK, ULRIKE · 2015 to 2015
$2.0M
Image based modeling of biomechanical factors for risk assessment of developing periventricular white matter hyperintensitiesR21AG068962 · NIA · PURDUE UNIVERSITY · PI TONG, YUNJIE · 2021 to 2021
$423k
NIA NIH HHS R21 AG068962NIH HHS S10 OD012336
6 · The paper itself

Abstract

backgroundIn clinical populations, the movement of cerebrospinal fluid (CSF) during sleep is a growing area of research with potential mechanistic connections in both neurodegenerative (e.g., Alzheimer's Disease) and neurodevelopmental disorders. However, we know relatively little about the processes that influence CSF movement. To inform clinical intervention targets this study assesses the coupling between (a) real-time CSF movement, (b) neuronal-driven movement, and (c) non-neuronal systemic physiology driven movement.

methodsThis study included eight young, healthy volunteers, with concurrently acquired neurofluid dynamics using functional Magnetic Resonance Imaging (MRI), neural activity using Electroencephalography (EEG), and non-neuronal systemic physiology with peripheral functional Near-Infrared Spectroscopy (fNIRS). Neuronal and non-neuronal drivers were assessed temporally; wherein, EEG measured slow wave activity that preceded CSF movement was considered neuronally driven. Similarly, slow wave oscillations (assessed via fNIRS) that coupled with CSF movement were considered non-neuronal systemic physiology driven. RESULTS AND

conclusionsOur results document neural contributions to CSF movement were only present during light NREM sleep but low-frequency non-neuronal oscillations were strongly coupled with CSF movement in all assessed states - awake, NREM-1, NREM-2. The clinical/research implications of these findings are two-fold. First, neuronal-driven oscillations contribute to CSF movement outside of deep sleep (NREM-3); therefore, interventions aimed at increasing CSF movement may yield meaningful increases with the promotion of NREM sleep more generally - a focus on NREM S3 may not be needed. Second, non-neuronal systemic oscillations contribute across wake and sleep stages; therefore, interventions may increase CSF movement by manipulating systemic physiology.

Indexed as

ElectroencephalographySleepHumansNeuronsSleep StagesWakefulnessCerebral hemodynamicsCerebrospinal fluidNeural activityNREM sleepSystemic physiology

Identifiers

PMID37536211
PMCPMC11022242
OpenAlexW4385302335

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.