Evidence map›Paper›PMID 41342095›Full record

ArticleEpilepsia2026

Medial pulvinar stereoelectroencephalographic biomarkers associated with deep brain stimulation response in focal drug-resistant epilepsy.

Ionuț-Flavius Bratu, Romain Carron, Audrey Clement, Samuel Medina Villalon, Fabrice Bartolomei, Francesca Pizzo

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

6 authors.

Ionuț-Flavius BratuDepartment of Epileptology and Cerebral Rhythmology, Timone Hospital, Marseille, France.ORCID https://orcid.org/0000-0002-8978-8927
Romain CarronSystems Neuroscience Institute, French National Institute of Health and Medical Research (UMR 1106), Aix-Marseille University, Marseille, France.ORCID https://orcid.org/0000-0002-4723-7406
Audrey ClementDepartment of Epileptology and Cerebral Rhythmology, Timone Hospital, Marseille, France.ORCID https://orcid.org/0009-0001-0580-9453
Samuel Medina VillalonDepartment of Epileptology and Cerebral Rhythmology, Timone Hospital, Marseille, France.ORCID https://orcid.org/0000-0002-7571-701X
Fabrice BartolomeiDepartment of Epileptology and Cerebral Rhythmology, Timone Hospital, Marseille, France.ORCID https://orcid.org/0000-0002-1678-0297
Francesca PizzoDepartment of Epileptology and Cerebral Rhythmology, Timone Hospital, Marseille, France.ORCID https://orcid.org/0000-0001-6345-1288

Funding

Agence Nationale de la Recherche ANR-16-CONV000XAgence Nationale de la Recherche ANR-17-EURE-0029Excellence Initiative of Aix-Marseille University AMX-19-IET-004
6 · The paper itself

Abstract

Thalamic deep brain stimulation (DBS) represents an emerging therapeutic option for patients with focal drug-resistant epilepsy who are ineligible for or have failed resective surgery. To optimize outcomes and guide DBS lead placement, thalamic stereoelectroencephalography (SEEG) has been proposed. This monocentric retrospective study aimed to identify interictal and ictal SEEG biomarkers of the medial pulvinar (PuM) associated with favorable PuM-DBS response. Six patients (four female, two male) underwent SEEG including PuM sampling, were deemed unsuitable for resective surgery, and subsequently received bilateral PuM-DBS. In total, eight PuMs were sampled in SEEG: four bilaterally (two patients) and four unilaterally (four patients). The SEEG exploration covered both the PuM and the ipsilateral epileptogenic zone network (EZN) in four patients, whereas in the other two the EZN was bilateral but PuM sampling was unilateral. All SEEG signal analyses were performed on the PuM sampling contacts available in each patient. Interictal SEEG analysis included spike rates and nonlinear functional connectivity (h2), whereas ictal analyses combined visual inspection with quantitative biomarkers: epileptogenicity index (EI), connectivity epileptogenicity index (cEI), permutation entropy index (PEI), and delta entropy (ΔE). Two patients were responders (≥50% seizure reduction at 1 year). PuM spike rates, connectivity, and EI and cEI values did not differentiate responders from nonresponders. In contrast, entropy-based measures were significantly higher in responders: PEI (false discovery rate [FDR]-p = .024) and ΔE (FDR-p = .034). These findings suggest that ictal PuM complexity disruption, quantified through entropy-based SEEG metrics (PEI and ΔE), may represent a candidate biomarker of response to medial pulvinar DBS and warrants validation in larger cohorts.

Indexed as

Deep Brain StimulationDrug Resistant EpilepsyElectroencephalographyEpilepsies, PartialPulvinarAdultBiomarkersFemaleHumansMaleMiddle AgedRetrospective StudiesStereotaxic TechniquesTreatment OutcomeYoung AdultBiomarkersDBSpermutation entropypulvinarSEEG

Identifiers

PMID41342095
PMCPMC12893258

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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.