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Intracranial biomarkers for anterior thalamic deep brain stimulation in epilepsy: a long-term observational study.

Overview

Authors: Giovanna Aiello1,2, Adham Elshahabi2, Lennart Stieglitz3, Anina Belvedere2, Tena Dubcek2,4, Rafael Polania1,2, Lukas Imbach2,4
  1. Department of Health Science and Technology, ETH Zurich, Zurich 8092, Switzerland
  2. Department of Epileptology, Swiss Epilepsy Center Klinik Lengg, Zurich 8008, Switzerland
  3. Department of Neurosurgery, University Hospital Zurich, Zurich 8091, Switzerland
  4. Institute for Neuroscience, ETH Zurich, Zurich 8057, Switzerland
Institutions: ETH Zurich (Switzerland); Swiss Epilepsy Center (Switzerland); University Hospital Zurich (Switzerland); Institute for Neuroscience (Switzerland)
Journal: Brain : a journal of neurology, volume 149, issue 11, pages 3806-3820
Dates: received 20 July 2025; accepted 6 March 2026; published online 3 April 2026; in print November 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1093/brain/awag120 · PMID 41934257 · PMCID PMC13730554 · OpenAlex W4414191780
Open access: hybrid, a free copy (OpenAlex)
Status: code on request (how the code is found and verified)
Categories: extracellular electrophysiology (units, LFP) (modality), human (organism), epilepsy (population), clinical / translational (subfield)
Methods: Spectral & time-frequency, Preprocessing, Statistics, Connectivity
Keywords: epilepsy, deep brain stimulation, biomarker, thalamus, neuromodulation
MeSH: Anterior Thalamic Nuclei*, Deep Brain Stimulation*, Drug Resistant Epilepsy*, Epilepsy*, Adult, Biomarkers, Female, Humans, Local Field Potential Measurement, Longitudinal Studies, Male, Middle Aged, Treatment Outcome, Young Adult (* major topic)
Topic: Deep Brain Stimulation and Movement Disorders (Clinical Neurology, Medicine), according to OpenAlex
Funding: Swiss National Science Foundation (197766)
Citations: cited by 4 papers (Europe PMC); 59 references in the paper

Abstract

Deep brain stimulation (DBS) of the anterior nucleus of the thalamus (ANT) is an established treatment for patients with drug-refractory epilepsy, yet long-term therapeutic outcomes are highly variable and challenging to predict. This variability is compounded by the delayed and gradual effects of DBS, the difficulty of consistent seizure monitoring, and the absence of physiological biomarkers to inform treatment. In this study, we analysed longitudinal intracranial recordings over an observational period of 4 years from a cohort of 22 patients with ANT DBS. Our primary goal is the identification of neurophysiological signatures that could predict and track clinical DBS response.

Our results show that DBS responders and non-responders exhibit distinct ANT spectral trajectories over time, with responders showing a progressive increase in higher frequencies (β1 and γ) and decreased lower-frequency (δ and θ) activity in comparison to non-responders. Notably, these dynamic biomarkers, particularly high- to low-frequency ratios (e.g. β1/θ), enabled the early discrimination of clinical outcomes. Additionally, we provide evidence of robust circadian and multidien rhythms in ANT local field potentials, with further analyses supporting the feasibility of adaptive stimulation protocols to improve therapeutic outcomes.

Together, these findings propose ANT spectral dynamics in outpatient settings as a promising tool for early prediction of therapeutic efficacy and pave the way for biomarker-guided optimization of DBS therapy in epilepsy.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Code

The paper says that its authors' code is available on request: it was not published with the paper, so there is nothing to verify.

The paper's code and data availability statement is in the Data section.

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Data

No dataset and no data link were found in the paper.

Data availability

According to the subjects’ consent, which did not include a provision stating that individual raw data can be made accessible, the data supporting the findings of this study are not included. The code that supports the findings of this study is available from the corresponding author, upon reasonable request.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Versions

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Version 1, 4 November 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 7 authors, 5 keywords, 14 MeSH terms, 1 funder, 1 references.

Cite

This paper

Aiello, G., Elshahabi, A., Stieglitz, L., Belvedere, A., Dubcek, T., Polania, R., & Imbach, L. (2026). Intracranial biomarkers for anterior thalamic deep brain stimulation in epilepsy: a long-term observational study. Brain : a journal of neurology, 149(11), 3806-3820. https://doi.org/10.1093/brain/awag120

BibTeX

@article{aiello2026intracranial,
author = {Aiello, Giovanna and Elshahabi, Adham and Stieglitz, Lennart and Belvedere, Anina and Dubcek, Tena and Polania, Rafael and Imbach, Lukas},
title = {{Intracranial biomarkers for anterior thalamic deep brain stimulation in epilepsy: a long-term observational study}},
journal = {Brain : a journal of neurology},
year = {2026},
month = nov,
volume = {149},
number = {11},
pages = {3806--3820},
publisher = {Oxford University Press},
issn = {0006-8950},
doi = {10.1093/brain/awag120},
url = {https://doi.org/10.1093/brain/awag120},
pmid = {41934257},
pmcid = {PMC13730554}
}

RIS

TY - JOUR
AU - Aiello, Giovanna
AU - Elshahabi, Adham
AU - Stieglitz, Lennart
AU - Belvedere, Anina
AU - Dubcek, Tena
AU - Polania, Rafael
AU - Imbach, Lukas
TI - Intracranial biomarkers for anterior thalamic deep brain stimulation in epilepsy: a long-term observational study
T2 - Brain : a journal of neurology
J2 - Brain
PY - 2026
DA - 2026/11/01
VL - 149
IS - 11
SP - 3806
EP - 3820
SN - 0006-8950
PB - Oxford University Press
DO - 10.1093/brain/awag120
UR - https://doi.org/10.1093/brain/awag120
LA - en
ER -

CSL-JSON

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