Evidence map›Paper›PMID 37138290›Full record

ArticleBMC medicine2023

NREM sleep as a novel protective cognitive reserve factor in the face of Alzheimer's disease pathology.

Zsófia Zavecz, Vyoma D Shah, Olivia G Murillo, Raphael Vallat, Bryce A Mander, Joseph R Winer, William J Jagust, Matthew P Walker

Open access · goldAbstract read
In one paragraph

Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
11.3field-weighted citation impact, top 1% 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

31 citing papers in PubMed, 62 citations in OpenAlex.

  1. Article
  2. A gradual and sustainable approach to diagnosing sleep and circadian disturbances in dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  3. Article
  4. Article
  5. Sleep disorders and sleep behaviors as predictors of neurodegenerative diseases.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  6. Zolpidem restores sleep and decreases amyloid in a mouse model.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  7. Long-term forgetting, sleep, and tau in autosomal-dominant Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  8. Article
  9. Sleep duration promotes resistance and resilience to tau in older women at risk for Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  10. Article
  11. Review
  12. Article
  13. Sleep Abnormalities and Risk of Alzheimer's Disease.Current neurology and neuroscience reports · 2025
    Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. 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

8 authors at 3 institutions in 1 country.

Zsófia ZaveczDepartment of Psychology, Center for Human Sleep Science, University of California Berkeley, Berkeley, CA, 94720, USA. zsofizavecz@berkeley.edu.
Vyoma D ShahDepartment of Psychology, Center for Human Sleep Science, University of California Berkeley, Berkeley, CA, 94720, USA.
Olivia G MurilloDepartment of Psychology, Center for Human Sleep Science, University of California Berkeley, Berkeley, CA, 94720, USA.
Raphael VallatDepartment of Psychology, Center for Human Sleep Science, University of California Berkeley, Berkeley, CA, 94720, USA.
Bryce A ManderDepartment of Psychiatry and Human Behavior, University of California, Irvine, CA, 92617, USA.
Joseph R WinerDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, 94304, USA.
William J JagustHelen Wills Neuroscience Institute, University of California Berkeley, Berkeley, CA, 94720, USA.
Matthew P WalkerDepartment of Psychology, Center for Human Sleep Science, University of California Berkeley, Berkeley, CA, 94720, USA. mpwalker@berkeley.edu.
University of California, Berkeley · USStanford University · USUniversity of California, Irvine · US

Funding

Stanford Alzheimer's Disease Research CenterAdmin Supp: Developing iPSC models for AD and PDP30AG066515 · NIA · STANFORD UNIVERSITY · PI LU TIAN · 2020 to 2026
$29.0M
Neural and Biochemical Mechanisms of Cognitive AgingR01AG034570 · NIA · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI William J. Jagust · 2009 to 2026
$12.0M
Tau pathology, sleep disruption, and hippocampal memory decline in older adultsRF1AG054106 · NIA · UNIVERSITY OF CALIFORNIA BERKELEY · PI WALKER, MATTHEW P · 2017 to 2018
$4.7M
Sleep Loss, Human Memory and Brain Plasticity across the LifespanR01AG031164 · NIA · UNIVERSITY OF CALIFORNIA BERKELEY · PI WALKER, MATTHEW P · 2008 to 2019
$4.7M
A sleep electroencephalography biomarker predicting Alzheimer's disease pathologyRF1AG054019 · NIA · UNIVERSITY OF CALIFORNIA BERKELEY · PI WALKER, MATTHEW P · 2016 to 2016
$4.1M
Characterizing sleep-wake activity patterns to detect early Alzheimer's disease in normal older individualsF32AG074625 · NIA · STANFORD UNIVERSITY · PI WINER, JOSEPH ROBERT · 2021 to 2023
$207k
NIA NIH HHS F32 AG074625NIA NIH HHS P30 AG066515NIA NIH HHS R01 AG031164NIA NIH HHS R01 AG034570NIA NIH HHS RF1 AG054019NIA NIH HHS RF1 AG054106
6 · The paper itself

Abstract

backgroundAlzheimer's disease (AD) pathology impairs cognitive function. Yet some individuals with high amounts of AD pathology suffer marked memory impairment, while others with the same degree of pathology burden show little impairment. Why is this? One proposed explanation is cognitive reserve i.e., factors that confer resilience against, or compensation for the effects of AD pathology. Deep NREM slow wave sleep (SWS) is recognized to enhance functions of learning and memory in healthy older adults. However, that the quality of NREM SWS (NREM slow wave activity, SWA) represents a novel cognitive reserve factor in older adults with AD pathology, thereby providing compensation against memory dysfunction otherwise caused by high AD pathology burden, remains unknown.

methodsHere, we tested this hypothesis in cognitively normal older adults (N = 62) by combining

resultsWe demonstrated that NREM SWA significantly moderates the effect of Aβ status on memory function. Specifically, NREM SWA selectively supported superior memory function in individuals suffering high Aβ burden, i.e., those most in need of cognitive reserve (B = 2.694, p = 0.019). In contrast, those without significant Aβ pathological burden, and thus without the same  need for cognitive reserve, did not similarly benefit from the presence of NREM SWA (B = -0.115, p = 0.876). This interaction between NREM SWA and Aβ status predicting memory function was significant after correcting for age, sex, Body Mass Index, gray matter atrophy, and previously identified cognitive reserve factors, such as education and physical activity (p = 0.042).

conclusionsThese findings indicate that NREM SWA is a novel cognitive reserve factor providing resilience against the memory impairment otherwise caused by high AD pathology burden. Furthermore, this cognitive reserve function of NREM SWA remained significant when accounting both for covariates, and factors previously linked to resilience, suggesting that sleep might be an independent cognitive reserve resource. Beyond such mechanistic insights are potential therapeutic implications. Unlike many other cognitive reserve factors (e.g., years of education, prior job complexity), sleep is a modifiable factor. As such, it represents an intervention possibility that may aid the preservation of cognitive function in the face of AD pathology, both present moment and longitudinally.

Indexed as

Alzheimer DiseaseCognitive DysfunctionCognitive ReserveSleep, Slow-WaveAgedAmyloid beta-PeptidesHumansMagnetic Resonance ImagingPositron-Emission TomographySleepAmyloid beta-PeptidesAlzheimer’s diseaseCognitive reserveMemoryResilienceSleepSlow wave activityβ-amyloid pathology

Identifiers

PMID37138290
PMCPMC10155344
OpenAlexW4368358245

What OpenQuestion holds

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LicenceCC BY
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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.