Skip to main content
Journal cover image

Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study.

Journal articles  - Journal Article
Ye, H; Jaber, K; Ho, A; Ye, L; Thomas, J; Xu, X; Chen, C; Chen, Y; Ren, G; Moye, M; Avigdor, T; Doležalová, I; Klimes, P; Parikh, P; Zhu, J ...
Published in: EBioMedicine
June 2026

BACKGROUND: Thalamic recordings are increasingly incorporated into stereo-electroencephalography (SEEG) evaluations of drug-resistant focal epilepsy to guide neuromodulation targeting. Human thalamic electrophysiology, however, is poorly defined, limiting the distinction between pathological and physiological activity. Here, we characterised interictal epileptic and non-epileptic events during non-rapid eye movement (NREM) sleep across multiple thalamic nuclei and examined their associations to seizure outcomes. METHODS: We analysed NREM sleep SEEG recordings from 64 patients with drug-resistant focal epilepsy. Electrodes sampled four thalamic nuclei: centromedian (CM), pulvinar (Pu), ventral lateral (VL), and ventral posterolateral (VPL). Patients were classified into three outcome groups: favourable, unfavourable, and surgically non-remediable. Rates of thalamic spikes, high-frequency oscillations (HFOs), spike-fast activity, and sleep spindles were analysed and compared across nuclei and outcomes. FINDINGS: Recordings of the thalamus revealed both pathological and physiological interictal events. Interictal epileptic events were infrequent. Only ∼0.2% of seizure-onset zone spikes propagated to the thalamus. Thalamic spike-fast activity was indicative of unfavourable surgical outcomes (CM: p = 0.047, d = 0.46) or surgically non-remediable epilepsy (VL: p = 0.002, d = 0.84). In contrast, thalamic sleep spindles were ubiquitous but reduced in surgically non-remediable patients (CM: p = 0.031, d = -0.58; VL: p = 0.005, d = -0.79). Finally, unique thalamic SEEG patterns were identified, including spikes concomitant with spindles, isolated spikes, and physiological fast ripples. INTERPRETATION: This study provides a comprehensive characterisation of thalamic interictal events during NREM sleep, enriching our understanding of thalamic pathophysiology and highlighting the value of thalamic recordings in presurgical evaluation. FUNDING: Start-up funding of Duke University; National Natural Science Foundation of China (82471469, 82301636); Zhejiang Provincial Natural Science Foundation (LD24H090003); Canadian Institutes of Health Research funding (PJT-175056).

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

EBioMedicine

DOI

EISSN

2352-3964

Publication Date

June 2026

Volume

128

Start / End Page

106287

Location

Netherlands

Related Subject Headings

  • Young Adult
  • Thalamus
  • Middle Aged
  • Male
  • Humans
  • Female
  • Epilepsies, Partial
  • Electroencephalography
  • Child
  • Adult
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Ye, H., Jaber, K., Ho, A., Ye, L., Thomas, J., Xu, X., … Frauscher, B. (2026). Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study. EBioMedicine, 128, 106287. https://doi.org/10.1016/j.ebiom.2026.106287
Ye, Hongyi, Kassem Jaber, Alyssa Ho, Lingqi Ye, John Thomas, Xiaowei Xu, Cong Chen, et al. “Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study.EBioMedicine 128 (June 2026): 106287. https://doi.org/10.1016/j.ebiom.2026.106287.
Ye H, Jaber K, Ho A, Ye L, Thomas J, Xu X, et al. Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study. EBioMedicine. 2026 Jun;128:106287.
Ye, Hongyi, et al. “Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study.EBioMedicine, vol. 128, June 2026, p. 106287. Pubmed, doi:10.1016/j.ebiom.2026.106287.
Ye H, Jaber K, Ho A, Ye L, Thomas J, Xu X, Chen C, Chen Y, Ren G, Moye M, Avigdor T, Doležalová I, Klimes P, Parikh P, Southwell D, Zheng Z, Zhu J, Wang S, Frauscher B. Thalamic interictal epileptic and non-epileptic events during NREM sleep in patients with focal epilepsy: a Stereo-EEG study. EBioMedicine. 2026 Jun;128:106287.
Journal cover image

Published In

EBioMedicine

DOI

EISSN

2352-3964

Publication Date

June 2026

Volume

128

Start / End Page

106287

Location

Netherlands

Related Subject Headings

  • Young Adult
  • Thalamus
  • Middle Aged
  • Male
  • Humans
  • Female
  • Epilepsies, Partial
  • Electroencephalography
  • Child
  • Adult