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Temporal Lobe Epilepsy Perturbs the Brain-Wide Excitation-Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction

  • Ke Xie
  • , Jessica Royer
  • , Raul Rodriguez-Cruces
  • , Linda Horwood
  • , Alexander Ngo
  • , Thaera Arafat
  • , Hans Auer
  • , Ella Sahlas
  • , Judy Chen
  • , Yigu Zhou
  • , Sofie L. Valk
  • , Seok Jun Hong
  • , Birgit Frauscher
  • , Raluca Pana
  • , Andrea Bernasconi
  • , Neda Bernasconi
  • , Luis Concha
  • , Boris C. Bernhardt
  • McGill University
  • Max Planck Institute for Human Cognitive and Brain Sciences
  • Jülich Research Centre
  • Heinrich Heine University Düsseldorf
  • Duke University
  • Universidad Nacional Autónoma de México

Research output: Contribution to journal › Article › peer-review

Abstract

Excitation-inhibition (E/I) imbalance is theorized as a key mechanism in the pathophysiology of epilepsy, with ample research focusing on elucidating its cellular manifestations. However, few studies investigate E/I imbalance at the macroscale, whole-brain level, and its microcircuit-level mechanisms and clinical significance remain incompletely understood. Here, the Hurst exponent, an index of the E/I ratio, is computed from resting-state fMRI time series, and microcircuit parameters are simulated using biophysical models. A broad decrease in the Hurst exponent is observed in pharmaco-resistant temporal lobe epilepsy (TLE), suggesting more excitable network dynamics. Connectome decoders point to temporolimbic and frontocentral cortices as plausible network epicenters of E/I imbalance. Furthermore, computational simulations reveal that enhancing cortical excitability in TLE reflects atypical increases in recurrent connection strength of local neuronal ensembles. Mixed cross-sectional and longitudinal analyses show stronger E/I ratio elevation in patients with longer disease duration, more frequent electroclinical seizures as well as interictal epileptic spikes, and worse cognitive functioning. Hurst exponent-informed classifiers discriminate patients from healthy controls with high accuracy (72.4% [57.5%–82.5%]). Replicated in an independent dataset, this work provides in vivo evidence of a macroscale shift in E/I balance in TLE patients and points to progressive functional imbalances that relate to cognitive decline.

Original languageEnglish
Article number2406835
JournalAdvanced Science
Volume12
Issue number9
DOIs
StatePublished - 6 Mar 2025

Keywords

  • cognitive impairment
  • excitation/inhibition imbalance
  • microcircuit perturbation
  • multimodal MRI
  • temporal lobe epilepsy

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