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Fast Ripples Measured From Overnight SEEG Recordings as Markers of the Epileptogenic Zone: A Multicenter Validation Study.

Publication ,  Journal Article
Nevalainen, P; von Ellenrieder, N; Dudley, RWR; Balasubramaniam, N; Beniczky, S; Cacic Hribljan, M; Fabricius, M; Ho, A; Jonsson, H; Meidahl, A ...
Published in: Neurology
January 27, 2026

BACKGROUND AND OBJECTIVES: Epilepsy surgery outcomes after intracranial EEG remain suboptimal necessitating the discovery of additional biomarkers to define the epileptogenic zone. Fast ripples (FRs) are a promising, new interictal epilepsy biomarker. By analyzing a multicenter data set consisting of overnight stereo-EEG (SEEG) recordings, we aimed at validating FRs as an accurate marker of the epileptogenic zone. We hypothesized that removing ≥60% of total FR events would significantly increase the odds of good postsurgical outcome (Engel class I). In addition, we compared FRs with spikes, and spikes co-occurring with FRs (spike-FRs) as surgery outcome predictors. METHODS: This retrospective cohort study included consecutive patients from 4 epilepsy surgery centers in Canada, Finland, and Denmark, who underwent SEEG followed by resective surgery or a preplanned ablation procedure separate from the SEEG and had at least 1 year of follow-up. We detected FRs and spikes automatically from overnight SEEG recordings edited for artifacts. To calculate resection ratios of the detected events, we determined resected SEEG contacts by superimposing the peri-implantation and postresection images. We evaluated postsurgical seizure outcomes from medical records. RESULTS: Of the 73 included patients (mean age 23 ± 12 years, 41% female), 46 had good and 27 had poor (Engel classes II-IV) outcome at the latest follow-up. Patients with FR resection ratio ≥0.6 were more likely to achieve good postsurgical outcome (p < 0.001, diagnostic odds ratio [DOR] 10, 95% CI 2.7-39). Of those with ≥0.6 FR resection ratio, 26 of 29 (90%, 95% CI 74%-96%) achieved good outcome, whereas of those with <0.6 FR resection ratio, 24 of 44 (55%, 95% CI 46%-63%) had poor outcome, with overall accuracy of 68% (95% CI 57%-79%). In addition, the spike-FR resection ratio ≥0.6 was associated with good postsurgical outcome (p = 0.007, DOR 4.1, 95% CI 1.4-12, accuracy 64%, 95% CI 52%-75%), whereas the spike resection ratio ≥0.6 was not. DISCUSSION: In accordance with our hypothesis, the FR resection ratio ≥0.6 significantly increased the odds of attaining good postsurgical seizure outcome. Although the FR resection ratio ≥0.6 accurately predicted good postsurgical outcome, resecting <0.6 of FRs did not necessarily mean poor outcome. As predictors of postsurgical outcome, spikes fared poorly, whereas spike-FRs were comparable with FRs.

Duke Scholars

Published In

Neurology

DOI

EISSN

1526-632X

Publication Date

January 27, 2026

Volume

106

Issue

2

Start / End Page

e214511

Location

United States

Related Subject Headings

  • Young Adult
  • Treatment Outcome
  • Retrospective Studies
  • Neurology & Neurosurgery
  • Male
  • Humans
  • Female
  • Epilepsy
  • Electroencephalography
  • Electrocorticography
 

Citation

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ICMJE
MLA
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Nevalainen, P., von Ellenrieder, N., Dudley, R. W. R., Balasubramaniam, N., Beniczky, S., Cacic Hribljan, M., … Gotman, J. (2026). Fast Ripples Measured From Overnight SEEG Recordings as Markers of the Epileptogenic Zone: A Multicenter Validation Study. Neurology, 106(2), e214511. https://doi.org/10.1212/WNL.0000000000214511
Nevalainen, Päivi, Nicolás von Ellenrieder, Roy W. R. Dudley, Neevya Balasubramaniam, Sándor Beniczky, Melita Cacic Hribljan, Martin Fabricius, et al. “Fast Ripples Measured From Overnight SEEG Recordings as Markers of the Epileptogenic Zone: A Multicenter Validation Study.Neurology 106, no. 2 (January 27, 2026): e214511. https://doi.org/10.1212/WNL.0000000000214511.
Nevalainen P, von Ellenrieder N, Dudley RWR, Balasubramaniam N, Beniczky S, Cacic Hribljan M, et al. Fast Ripples Measured From Overnight SEEG Recordings as Markers of the Epileptogenic Zone: A Multicenter Validation Study. Neurology. 2026 Jan 27;106(2):e214511.
Nevalainen, Päivi, et al. “Fast Ripples Measured From Overnight SEEG Recordings as Markers of the Epileptogenic Zone: A Multicenter Validation Study.Neurology, vol. 106, no. 2, Jan. 2026, p. e214511. Pubmed, doi:10.1212/WNL.0000000000214511.
Nevalainen P, von Ellenrieder N, Dudley RWR, Balasubramaniam N, Beniczky S, Cacic Hribljan M, Fabricius M, Ho A, Jonsson H, Meidahl A, Michaud E, Nikolic M, Rasmussen R, Salli E, Sidaros A, Frauscher B, Gotman J. Fast Ripples Measured From Overnight SEEG Recordings as Markers of the Epileptogenic Zone: A Multicenter Validation Study. Neurology. 2026 Jan 27;106(2):e214511.

Published In

Neurology

DOI

EISSN

1526-632X

Publication Date

January 27, 2026

Volume

106

Issue

2

Start / End Page

e214511

Location

United States

Related Subject Headings

  • Young Adult
  • Treatment Outcome
  • Retrospective Studies
  • Neurology & Neurosurgery
  • Male
  • Humans
  • Female
  • Epilepsy
  • Electroencephalography
  • Electrocorticography