학술논문

Brain dynamical disentrainment by anti-epileptic drugs in rat and human status epilepticus
Document Type
Conference
Source
The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and biology Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE. 1:176-179 2004
Subject
Bioengineering
Drugs
Humans
Epilepsy
Electroencephalography
Rats
Electrodes
Testing
Animals
Brain modeling
Cobalt
antiepileptic drugs
brain dynamics
brain resetting
EEG
epilepsy
nonlinear analysis
status epilepticus
Language
Abstract
We utilize a measure of brain dynamics, namely the short-term largest Lyapunov exponent (STL/sub max/) to evaluate the efficacy of treatment in epileptic animals and humans with known antiepileptic drugs (AED) like diazepam and phenobarbital during status epilepticus (SE). This measure is estimated from analysis of electroencephalographic (EEG) recordings at multiple brain locations in both an SE patient and a cobalt/homocysteine thiolactone SE-induced animal. Techniques from optimization theory and statistics are applied to select optimal sets of brain sites, whose dynamics are then measured over time to study their entrainment/disentrainment. Results from such analysis indicate that the observed abnormal spatio-temporal dynamical entrainment in SE is reversed by AED administration (resetting of brain dynamics). These results may provide a potential use of nonlinear dynamical measures in the evaluation of the efficacy of AEDs and the development of new treatment strategies in epilepsy.