Pathological and physiological high-frequency oscillations in focal human epilepsy.
High-frequency oscillations (HFO; gamma: 40-100 Hz, ripples: 100-200 Hz, and fast ripples: 250-500 Hz) have been widely studied in health and disease. These phenomena may serve as biomarkers for epileptic brain; however, a means of differentiating between pathological and normal physiological HFO is essential. We categorized task-induced physiological HFO during periods of HFO induced by a visual or motor task by measuring frequency, duration, and spectral amplitude of each event in single trial time-frequency spectra and compared them to pathological HFO similarly measured. Pathological HFO had higher mean spectral amplitude, longer mean duration, and lower mean frequency than physiological-induced HFO. In individual patients, support vector machine analysis correctly classified pathological HFO with sensitivities ranging from 70-98% and specificities >90% in all but one patient. In this patient, infrequent high-amplitude HFO were observed in the motor cortex just before movement onset in the motor task. This finding raises the possibility that in epileptic brain physiological-induced gamma can assume higher spectral amplitudes similar to those seen in pathologic HFO. This method if automated and validated could provide a step towards differentiating physiological HFO from pathological HFO and improving localization of epileptogenic brain.
Department of Neurology, Mayo Systems Electrophysiology Laboratory, Mayo Clinic, Rochester, Minnesota; and.
Andrew
A
Matsumoto
Benjamin H
BH
Brinkmann
S
S
Matthew Stead
Joseph
J
Matsumoto
Michal T
MT
Kucewicz
W Richard
WR
Marsh
Frederic
F
Meyer
Gregory
G
Worrell
D000328:Adult; D058256:Brain Waves; D004828:Epilepsies, Partial / Q000503:physiopathology*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D009044:Motor Cortex / Q000503:physiopathology; D011597:Psychomotor Performance
epilepsy; gamma oscillations; high-frequency oscillations