Skip to main content
Journal cover image

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

Publication ,  Journal Article
Xie, K; Royer, J; Rodriguez-Cruces, R; Horwood, L; Ngo, A; Arafat, T; Auer, H; Sahlas, E; Chen, J; Zhou, Y; Valk, SL; Hong, S-J; Frauscher, B ...
Published in: Adv Sci (Weinh)
March 2025

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.

Duke Scholars

Published In

Adv Sci (Weinh)

DOI

EISSN

2198-3844

Publication Date

March 2025

Volume

12

Issue

9

Start / End Page

e2406835

Location

Germany

Related Subject Headings

  • Young Adult
  • Neurons
  • Nerve Net
  • Middle Aged
  • Male
  • Magnetic Resonance Imaging
  • Machine Learning
  • Humans
  • Female
  • Epilepsy, Temporal Lobe
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Xie, K., Royer, J., Rodriguez-Cruces, R., Horwood, L., Ngo, A., Arafat, T., … Bernhardt, B. C. (2025). Temporal Lobe Epilepsy Perturbs the Brain-Wide Excitation-Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction. Adv Sci (Weinh), 12(9), e2406835. https://doi.org/10.1002/advs.202406835
Xie, Ke, Jessica Royer, Raul Rodriguez-Cruces, Linda Horwood, Alexander Ngo, Thaera Arafat, Hans Auer, et al. “Temporal Lobe Epilepsy Perturbs the Brain-Wide Excitation-Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction.Adv Sci (Weinh) 12, no. 9 (March 2025): e2406835. https://doi.org/10.1002/advs.202406835.
Xie, Ke, et al. “Temporal Lobe Epilepsy Perturbs the Brain-Wide Excitation-Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction.Adv Sci (Weinh), vol. 12, no. 9, Mar. 2025, p. e2406835. Pubmed, doi:10.1002/advs.202406835.
Xie K, Royer J, Rodriguez-Cruces R, Horwood L, Ngo A, Arafat T, Auer H, Sahlas E, Chen J, Zhou Y, Valk SL, Hong S-J, Frauscher B, Pana R, Bernasconi A, Bernasconi N, Concha L, Bernhardt BC. Temporal Lobe Epilepsy Perturbs the Brain-Wide Excitation-Inhibition Balance: Associations with Microcircuit Organization, Clinical Parameters, and Cognitive Dysfunction. Adv Sci (Weinh). 2025 Mar;12(9):e2406835.
Journal cover image

Published In

Adv Sci (Weinh)

DOI

EISSN

2198-3844

Publication Date

March 2025

Volume

12

Issue

9

Start / End Page

e2406835

Location

Germany

Related Subject Headings

  • Young Adult
  • Neurons
  • Nerve Net
  • Middle Aged
  • Male
  • Magnetic Resonance Imaging
  • Machine Learning
  • Humans
  • Female
  • Epilepsy, Temporal Lobe