ArticleNature human behaviour2021
Macro and micro sleep architecture and cognitive performance in older adults.
Article in Nature human behaviour, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 107 papers, 6 of them syntheses that pooled 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.
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.
Who cites it
107 citing papers in PubMed, 6 syntheses or guidelines pooled it, 164 citations in OpenAlex.
- A Systematic Review and Meta-Analysis of Biological Sex Differences in Sleep Spindles and Slow Wave Activity in Adults With and Without Insomnia.Journal of sleep research · 2026Pooled it
- Machine Learning-Based Sleep Electroencephalographic Brain Age Index and Dementia Risk: An Individual Participant Data Meta-Analysis.JAMA network open · 2026Pooled it
- The prevalence and risk factors of sleep disturbances in community-dwelling older adults: a systematic review and meta-analysis.Sleep & breathing = Schlaf & Atmung · 2025Pooled it
- The effectiveness of exercise interventions targeting sleep in older adults with cognitive impairment or Alzheimer's disease and related dementias (AD/ADRD): A systematic review and meta-analysis.Journal of sleep research · 2024Pooled it
- Association of alternative polysomnographic features with patient outcomes in obstructive sleep apnea: a systematic review.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2023Pooled it
- Memory retention following acoustic stimulation in slow-wave sleep: a meta-analytic review of replicability and measurement quality.Frontiers in sleep · 2023Pooled it
- Comorbid insomnia and sleep apnea is associated with worse verbal episodic memory in older females.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025Trial
- The Effect of Rotigotine on Cognitive Function, Daytime Sleepiness, and Sleep Problems in Parkinson Disease: An Open-Label Pilot Study.Clinical neuropharmacologyTrial
- Article
- Article
- The DYNAM-O Toolbox: Characterizing Individualized Neural Signatures in Sleep EEG.bioRxiv : the preprint server for biology · 2026Article
- Association Between Alzheimer Pathology, Sleep, and Cognition in Patients With Late-Onset Unexplained Epilepsy.Neurology · 2026Article
- Orexin, Sleep, and Cognition in Alzheimer Disease: Non-REM Oscillatory Activity and Neural Resilience.Neurology · 2026Observational
- The ASLEEP Intervention for Insomnia Symptoms in Mid-Life and Older Adults supported by the PROTECT Norge Platform: Single-Arm, Multimethod Feasibility and Acceptability Study.JMIR formative research · 2026Article
- Chronic Sleep Disturbance Enhances Inflammation and Collagen Production in Neural- and Myofascial Tissues in Uninjured Rats.International journal of molecular sciences · 2026Article
- NADAlzheimer's & dementia : the journal of the Alzheimer's Association · 2026Review
- Cyclic alternating pattern in sleep electroencephalography as a novel predictor of dementia: A prospective study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Age-related sleep changes in the human brain: insights from a large-scale thalamocortical model.bioRxiv : the preprint server for biology · 2026Article
- Article
- Brain Health from Sleep EEG: A Multicohort, Deep Learning Biomarker for Cognition, Disease, and Mortality.NEJM AI · 2026Article
47 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
18 authors at 12 institutions in 1 country.
Funding
Abstract
We sought to determine which facets of sleep neurophysiology were most strongly linked to cognitive performance in 3,819 older adults from two independent cohorts, using whole-night electroencephalography. From over 150 objective sleep metrics, we identified 23 that predicted cognitive performance, and processing speed in particular, with effects that were broadly independent of gross changes in sleep quality and quantity. These metrics included rapid eye movement duration, features of the electroencephalography power spectra derived from multivariate analysis, and spindle and slow oscillation morphology and coupling. These metrics were further embedded within broader associative networks linking sleep with aging and cardiometabolic disease: individuals who, compared with similarly aged peers, had better cognitive performance tended to have profiles of sleep metrics more often seen in younger, healthier individuals. Taken together, our results point to multiple facets of sleep neurophysiology that track coherently with underlying, age-dependent determinants of cognitive and physical health trajectories in older adults.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.