Analyzing large data sets acquired through telemetry from rats exposed to organophosphorous compounds: an EEG study.
The organophosphorous compound soman is an acetylcholinesterase inhibitor that causes damage to the brain. Exposure to soman causes neuropathology as a result of prolonged and recurrent seizures. In the present study, long-term recordings of cortical EEG were used to develop an unbiased means to quantify measures of seizure activity in a large data set while excluding other signal types. Rats were implanted with telemetry transmitters and exposed to soman followed by treatment with therapeutics similar to those administered in the field after nerve agent exposure. EEG, activity and temperature were recorded continuously for a minimum of 2 days pre-exposure and 15 days post-exposure. A set of automatic MATLAB algorithms have been developed to remove artifacts and measure the characteristics of long-term EEG recordings. The algorithms use short-time Fourier transforms to compute the power spectrum of the signal for 2-s intervals. The spectrum is then divided into the delta, theta, alpha, and beta frequency bands. A linear fit to the power spectrum is used to distinguish normal EEG activity from artifacts and high amplitude spike wave activity. Changes in time spent in seizure over a prolonged period are a powerful indicator of the effects of novel therapeutics against seizures. A graphical user interface has been created that simultaneously plots the raw EEG in the time domain, the power spectrum, and the wavelet transform. Motor activity and temperature are associated with EEG changes. The accuracy of this algorithm is also verified against visual inspection of video recordings up to 3 days after exposure.
de Araujo Furtado
Marcio
M
Walter Reed Army Institute of Research, USA.
Zheng
Andy
A
Sedigh-Sarvestani
Madineh
M
Lumley
Lucille
L
Lichtenstein
Spencer
S
Yourick
Debra
D
D000465:Algorithms; D000818:Animals; D001331:Automation; D001831:Body Temperature; D001921:Brain / Q000187:drug effects* / Q000503:physiopathology*; D002800:Cholinesterase Inhibitors / Q000633:toxicity*; D004569:Electroencephalography; D008297:Male; D009043:Motor Activity / Q000187:drug effects / Q000502:physiology; D009943:Organophosphorus Compounds / Q000633:toxicity; D051381:Rats; D017207:Rats, Sprague-Dawley; D012640:Seizures / Q000139:chemically induced / Q000503:physiopathology; D012815:Signal Processing, Computer-Assisted; D012999:Soman / Q000633:toxicity*; D013686:Telemetry; D013997:Time Factors; D014584:User-Computer Interface; D014741:Video Recording
D002800:Cholinesterase Inhibitors; D009943:Organophosphorus Compounds; D012999:Soman