Developmental atlas of phase-amplitude coupling between physiologic high-frequency oscillations and slow waves.
Kazuki SakakuraNaoto KurodaMasaki SonodaTakumi MitsuhashiEthan FirestoneAimee F LuatNeena I MarupudiSandeep SoodEishi AsanoPublished in: Nature communications (2023)
We investigated the developmental changes in high-frequency oscillation (HFO) and Modulation Index (MI) - the coupling measure between HFO and slow-wave phase. We generated normative brain atlases, using subdural EEG signals from 8251 nonepileptic electrode sites in 114 patients (ages 1.0-41.5 years) who achieved seizure control following resective epilepsy surgery. We observed a higher MI in the occipital lobe across all ages, and occipital MI increased notably during early childhood. The cortical areas exhibiting MI co-growth were connected via the vertical occipital fasciculi and posterior callosal fibers. While occipital HFO rate showed no significant age-association, the temporal, frontal, and parietal lobes exhibited an age-inversed HFO rate. Assessment of 1006 seizure onset sites revealed that z-score normalized MI and HFO rate were higher at seizure onset versus nonepileptic electrode sites. We have publicly shared our intracranial EEG data to enable investigators to validate MI and HFO-centric presurgical evaluations to identify the epileptogenic zone.
Keyphrases
- high frequency
- transcranial magnetic stimulation
- working memory
- resting state
- functional connectivity
- single cell
- newly diagnosed
- temporal lobe epilepsy
- ejection fraction
- minimally invasive
- room temperature
- big data
- machine learning
- patient reported outcomes
- atomic force microscopy
- coronary artery disease
- atrial fibrillation
- acute coronary syndrome
- blood brain barrier
- percutaneous coronary intervention
- high speed