ArticleFrontiers in systems neuroscience2014
Enhancement of sleep slow waves: underlying mechanisms and practical consequences.
Article in Frontiers in systems neuroscience, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 116 papers, 3 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.
Cereset Research Exploratory Study
Cereset Research To Reduce Stress In Healthcare Workers In The Time Of COVID-19
Investigating the Effect of Closed-loop Auditory Stimulation on Sleep and Behavior in Patients With Epilepsy and Healthy Controls: a Developmental Study
Randomized Controlled Pilot Trial of Cereset Research For Chronic Nausea
Who cites it
116 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The effects of sensory stimulation therapy in patients with sleep disorders: a scoping review.Frontiers in neuroscience · 2025Pooled it
- Subjective Sleep Quality and Sleep Architecture in Patients With Migraine: A Meta-analysis.Neurology · 2021Pooled it
- A Systematic Review of Closed-Loop Feedback Techniques in Sleep Studies-Related Issues and Future Directions.Sensors (Basel, Switzerland) · 2020Pooled it
- Cardiovascular Responses to Natural and Auditory Evoked Slow Waves Predict Post-Sleep Cardiac Function.Journal of sleep research · 2026Trial
- Enhancing sleep slow waves with auditory stimulation in people with Parkinson's disease: a randomized proof-of-concept trial.Scientific reports · 2026Trial
- Effect of TAAR1/5-HTTranslational psychiatry · 2021Trial
- A randomized phase 1 single-dose polysomnography study of ASP8062, a GABAPsychopharmacology · 2021Trial
- Strengthening sleep-autonomic interaction via acoustic enhancement of slow oscillations.Sleep · 2019Trial
- Successful use of closed-loop allostatic neurotechnology for post-traumatic stress symptoms in military personnel: self-reported and autonomic improvements.Military Medical Research · 2017Trial
- Modafinil and sleep architecture in an inpatient-outpatient treatment study of cocaine dependence.Drug and alcohol dependence · 2016Trial
- Spontaneous K-Complex Density in Slow-Wave Sleep.PloS one · 2016Trial
- Mechanisms of Heat-Induced Sleep Disruption in Aging: A Narrative Review.Clocks & sleep · 2026Review
- Tone-Evoked Sleep Electroencephalographic Slow Oscillations as a Function of Peripheral Rhythms: New Insights Into the Brain-Heart Integration.Journal of sleep research · 2026Article
- The Effect of Closed-Loop Auditory Stimulation on Memory Consolidation and Sleep Physiology in an Ecological Setting.Journal of sleep research · 2026Article
- Article
- Sleep Slow Wave-Bistability and the Connection Between the Sleeping Brain and the Environment-Neurobiological Considerations.Journal of sleep research · 2026Review
- Sleep-Dependent Clearance of Brain Metabolites via the Glymphatic System: Implications for Alzheimer's Pathophysiology.Brain and behavior · 2026Review
- Auditory-evoked changes in slow oscillations and spindles correlate with memory consolidation in children with epilepsy and controls.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2026Article
- Rocking-induced sleep enhancement promotes motor learning through transcriptional and synaptic remodelling.Communications biology · 2026Article
- Modulating sleep: slow oscillation and spindle stimulation effects on physiology and memory.NPJ science of learning · 2026Article
56 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Even modest sleep restriction, especially the loss of sleep slow wave activity (SWA), is invariably associated with slower electroencephalogram (EEG) activity during wake, the occurrence of local sleep in an otherwise awake brain, and impaired performance due to cognitive and memory deficits. Recent studies not only confirm the beneficial role of sleep in memory consolidation, but also point to a specific role for sleep slow waves. Thus, the implementation of methods to enhance sleep slow waves without unwanted arousals or lightening of sleep could have significant practical implications. Here we first review the evidence that it is possible to enhance sleep slow waves in humans using transcranial direct-current stimulation (tDCS) and transcranial magnetic stimulation. Since these methods are currently impractical and their safety is questionable, especially for chronic long-term exposure, we then discuss novel data suggesting that it is possible to enhance slow waves using sensory stimuli. We consider the physiology of the K-complex (KC), a peripheral evoked slow wave, and show that, among different sensory modalities, acoustic stimulation is the most effective in increasing the magnitude of slow waves, likely through the activation of non-lemniscal ascending pathways to the thalamo-cortical system. In addition, we discuss how intensity and frequency of the acoustic stimuli, as well as exact timing and pattern of stimulation, affect sleep enhancement. Finally, we discuss automated algorithms that read the EEG and, in real-time, adjust the stimulation parameters in a closed-loop manner to obtain an increase in sleep slow waves and avoid undesirable arousals. In conclusion, while discussing the mechanisms that underlie the generation of sleep slow waves, we review the converging evidence showing that acoustic stimulation is safe and represents an ideal tool for slow wave sleep (SWS) enhancement.
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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.