Evidence map›Paper›PMID 41804706›Full record

ArticleEpilepsia2026

Unstable slow oscillations couple with epileptogenic fast-rhythm bistability in sleep-related epilepsy: A stereoelectroencephalographic study.

Gaia Burlando, Chiara Belforte, Felix Siebenhühner, Luca Di Tullio, Lorenzo Chiarella, Vladislav Myrov, Frédéric Zubler, Monica Roascio, Francesco Cardinale, Satu Palva and 5 more

Abstract read
In one paragraph

Article in Epilepsia, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

15 authors.

Gaia BurlandoDepartment of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genoa, Genoa, Italy.ORCID https://orcid.org/0009-0006-8573-6210
Chiara BelforteDepartment of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genoa, Genoa, Italy.
Felix SiebenhühnerNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0002-2621-9145
Luca Di TullioDepartment of Neurosciences, Rehabilitation, Ophthalmology, Genetics, and Maternal and Children's Sciences, University of Genoa, Genoa, Italy.
Lorenzo ChiarellaDepartment of Neurosciences, Rehabilitation, Ophthalmology, Genetics, and Maternal and Children's Sciences, University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0003-2970-9382
Vladislav MyrovDepartment of Neuroscience and Biomedical Engineering, Aalto University, Espoo, Finland.ORCID https://orcid.org/0000-0001-5147-2727
Frédéric ZublerDepartment of Neurology, Sleep-Wake-Epilepsy Center, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.ORCID https://orcid.org/0000-0003-0090-7297
Monica RoascioDepartment of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0002-4522-1574
Francesco CardinaleCenter of Epilepsy Surgery "C. Munari," Department of Neuroscience, Niguarda Hospital, Milan, Italy.ORCID https://orcid.org/0000-0002-5141-9202
Satu PalvaNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0001-9496-7391
J Matias PalvaNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0003-1885-2749
Laura TassiCenter of Epilepsy Surgery "C. Munari," Department of Neuroscience, Niguarda Hospital, Milan, Italy.
Lino NobiliDepartment of Neurosciences, Rehabilitation, Ophthalmology, Genetics, and Maternal and Children's Sciences, University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0001-9317-5405
Gabriele ArnulfoDepartment of Informatics, Bioengineering, Robotics, and Systems Engineering, University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0002-1140-0320
Sheng H WangNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland.ORCID https://orcid.org/0000-0002-6226-6213

Funding

Ministery of University and Research PE0000006Sigrid Juséliuksen Säätiö 210527
6 · The paper itself

Abstract

objectiveAlthough slow waves in δ (.5-4 Hz) characterize non-rapid eye movement (NREM) sleep, in patients with sleep-related epilepsy, seizures most frequently emerge during NREM stage 2, known to be promoted by δ-band instability. Meanwhile, the epileptogenic zone (EZ) shows localized bistability in β-γ-band (15-200 Hz) neuronal oscillations, indicating a catastrophic shift toward seizure. We aim to clarify the mechanistic link between δ-band synchrony and β-γ-band bistability in epilepsy.

methodsWe studied a cohort of 14 patients with sleep hypermotor epilepsy (22.3 ± 10.8 years old, seven males). Seven- to 9-h stereoelectroencephalographic sleep recordings were segmented into 10-min uninterrupted, interictal N2 and N3 epochs, and phase synchrony, phase-amplitude coupling (PAC), and bistability were assessed. Canonical correlation was examined to answer whether PAC links δ phase to β-γ bistability.

resultsCompared to non-EZ, the EZ exhibited larger 15-200-Hz bistability along with stronger 2-8-Hz and 15-100-Hz synchrony throughout N2 and N3. Compared to N3, N2 showed stronger PAC between 2-30-Hz phases in the non-EZ and 5-150-Hz amplitudes in the EZ. Canonical correlations between δ phase modulated PAC, and both bistability and synchrony were identified during N2 (r = .86 and .82) and N3 (r = .84 and .80), with the strongest contributors being 2-4-Hz synchrony and bistability in 2-4-Hz and 15-200-Hz bands. Correlations between interictal spikes and canonical covariates of bistability and PAC (r SIGNIFICANCE: δ-Band synchrony and β-γ-band bistability are not isolated epileptogenic mechanisms but likely act synergistically, playing a pivotal role in seizure generation through the coupling of δ phases and β-γ amplitudes across large networks, with significant contributions from nonepileptogenic tissues.

Indexed as

Delta RhythmEpilepsyAdolescentAdultBeta RhythmElectroencephalographyFemaleGamma RhythmHumansMaleSleep StagesYoung Adultarousal oscillationbistabilitylatent‐space analysisphase–amplitude couplingsleep‐related hypermotor epilepsy

Identifiers

PMID41804706
PMCPMC13285242

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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.