Measuring the effects of first antiepileptic medication in Temporal Lobe Epilepsy: Predictive value of quantitative-EEG analysis

Clin Neurophysiol. 2021 Jan;132(1):25-35. doi: 10.1016/j.clinph.2020.10.020. Epub 2020 Nov 12.

Abstract

Objective: To determine the quantitative EEG responses in a population of drug-naïve patients with Temporal Lobe Epilepsy (TLE) after Levetiracetam (LEV) initiation as first antiepileptic drug (AED). We hypothesized that the outcome of AED treatment can be predicted from EEG data in patients with TLE.

Methods: Twenty-three patients with TLE and twenty-five healthy controls were examined. Clinical outcome was dichotomized into seizure-free (SF) and non-seizure-free (NSF) after two years of LEV. EEG parameters were compared between healthy controls and patients with TLE at baseline (EEGpre) and after three months of AED therapy (EEGpre-post) and between SF and NSF patients. Receiver Operating Characteristic curves models were built to test whether EEG parameters predicted outcome.

Results: AED therapy induces an increase in EEG power for Alpha (p = 0.06) and a decrease in Theta (p < 0.05). Connectivity values were lower in SF compared to NSF patients (p < 0.001). Quantitative EEG predicted outcome after LEV treatment with an estimated accuracy varying from 65.2% to 91.3% (area under the curve [AUC] = 0.56-0.93) for EEGpre and from 69.9% to 86.9% (AUC = 0.69-0.94) for EEGpre-post.

Conclusions: AED therapy induces EEG modifications in TLE patients, and such modifications are predictive of clinical outcome.

Significance: Quantitative EEG may help understanding the effect of AEDs in the central nervous system and offer new prognostic biomarkers for patients with epilepsy.

Keywords: Anti-epileptic drugs; Biomarkers; Levetiracetam; Predictive value; Quantitative-EEG; Temporal Lobe Epilepsy.

MeSH terms

  • Adult
  • Aged
  • Alpha Rhythm / drug effects
  • Alpha Rhythm / physiology
  • Analysis of Variance
  • Anticonvulsants / pharmacology*
  • Area Under Curve
  • Beta Rhythm / drug effects
  • Brain / physiology
  • Case-Control Studies
  • Connectome
  • Delta Rhythm / drug effects
  • Electroencephalography / drug effects*
  • Electroencephalography / methods
  • Electroencephalography Phase Synchronization / drug effects
  • Electroencephalography Phase Synchronization / physiology
  • Epilepsy, Temporal Lobe / drug therapy*
  • Epilepsy, Temporal Lobe / physiopathology
  • Female
  • Gamma Rhythm / drug effects
  • Humans
  • Levetiracetam / pharmacology*
  • Male
  • Middle Aged
  • Prognosis
  • ROC Curve
  • Reproducibility of Results
  • Retrospective Studies
  • Theta Rhythm / drug effects
  • Theta Rhythm / physiology
  • Young Adult

Substances

  • Anticonvulsants
  • Levetiracetam