Evidence map›Paper›PMID 41184927›Full record

ArticleBMC medicine2025

Dynamic excitation/inhibition balance preceding seizure onset and its link to functional and structural brain architecture.

Gian Marco Duma, Simone Cuozzo, Alberto Danieli, Justine Y Hansen, Lisa Antoniazzi, Elisa Osanni, Valerio Vitale, Paolo Bonanni, Giovanni Pellegrino

Abstract read
In one paragraph

Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

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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

9 authors.

Gian Marco Duma *Scientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, Conegliano, TV, Italy. gianmarco.duma@lanostrafamiglia.it.
Simone Cuozzo *Scientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, Conegliano, TV, Italy.
Alberto DanieliScientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, Conegliano, TV, Italy.
Justine Y HansenMontreal Neurological Institute, McGill University, Montreal, QC, Canada.
Lisa AntoniazziScientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, Conegliano, TV, Italy.
Elisa OsanniScientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, Conegliano, TV, Italy.
Valerio VitaleDepartment of Neuroscience, Neuroradiology Unit, San Bortolo Hospital, Vicenza, Italy.
Paolo Bonanni *Scientific Institute IRCCS E.Medea, Epilepsy and Clinical Neurophysiology Unit, Conegliano, TV, Italy.
Giovanni Pellegrino *Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, ON, N6A 5C1, Canada.

Funding

Ministero della Salute Ricerca Corrente
6 · The paper itself

Abstract

backgroundAltered excitation/inhibition (E/I) balance is a key mechanism in epilepsy, but its dynamic changes before seizure onset remain unclear. The interictal suppression hypothesis suggests that inhibitory input isolates epileptic regions, yet little is known about E/I dynamics in the pre-ictal phase.

methodsWe analyzed high-density EEG recordings from patients with drug-resistant focal epilepsy, each with at least one recorded seizure. Cortical activity was reconstructed using source modeling, and time-resolved changes in the aperiodic exponent-a non-invasive marker of E/I balance-were computed. Directed functional connectivity was assessed via spectral Granger causality. These metrics were correlated with cortical thickness and neurotransmitter receptor density maps.

resultsThe aperiodic exponent increased progressively in the minutes preceding seizures, reflecting a global shift toward cortical inhibition, with no significant differences between epileptic and non-epileptic regions. Delta and theta power also increased preictally. Epileptic regions showed significantly more outward than inward connectivity, and more outward connectivity than non-epileptic areas. In non-epileptic regions, higher inhibition was associated with greater outward connectivity. Cortical thickness positively correlated with inhibition only in non-epileptic areas. Lower muscarinic receptor density was associated with stronger inhibitory shifts.

conclusionsSeizure onset is preceded by a widespread shift toward inhibition, possibly representing a compensatory mechanism that fails as ictal thresholds are crossed. This shift is linked to altered connectivity and disrupted structure-function coupling in epileptic regions. The dynamic aperiodic exponent emerges as a promising biomarker for seizure prediction and a potential target for neuromodulation strategies.

Indexed as

BrainDrug Resistant EpilepsySeizuresAdultElectroencephalographyFemaleHumansMaleMiddle AgedYoung AdultExcitation/inhibition balanceFocal epilepsyNetwork dynamicsSeizure onsetSpectral aperiodic component

Identifiers

PMID41184927
PMCPMC12581463

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Registered trials

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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.