Complex analysis of neuronal spike trains of deep brain nuclei in patients with Parkinson's disease.
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) has been used to alleviate symptoms of Parkinson's disease. During image-guided stereotactic surgery, signals from microelectrode recordings are used to distinguish the STN from adjacent areas, particularly from the substantia nigra pars reticulata (SNr). Neuronal firing patterns based on interspike intervals (ISI) are commonly used. In the present study, arrival time-based measures, including Lempel-Ziv complexity and deviation-from-Poisson index were employed. Our results revealed significant differences in the arrival time-based measures among non-motor STN, motor STN and SNr and better discrimination than the ISI-based measures. The larger deviations from the Poisson process in the SNr implied less complex dynamics of neuronal discharges. If spike classification was not used, the arrival time-based measures still produced statistical differences among STN subdivisions and SNr, but the ISI-based measures only showed significant differences between motor and non-motor STN. Arrival time-based measures are less affected by spike misclassifications, and may be used as an adjunct for the identification of the STN during microelectrode targeting.
Chan
Hsiao-Lung
HL
Department of Electrical Engineering, Chang Gung University, Taoyuan, Taiwan.
Lin
Ming-An
MA
Lee
Shih-Tseng
ST
Tsai
Yu-Tai
YT
Chao
Pei-Kuang
PK
Wu
Tony
T
D000200:Action Potentials; D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D001921:Brain / Q000503:physiopathology*; D046690:Deep Brain Stimulation / Q000379:methods*; D016002:Discriminant Analysis; D005260:Female; D006801:Humans; D008297:Male; D008839:Microelectrodes; D008875:Middle Aged; D010300:Parkinson Disease / Q000503:physiopathology* / Q000628:therapy*; D016012:Poisson Distribution; D012815:Signal Processing, Computer-Assisted; D013378:Substantia Nigra / Q000503:physiopathology; D020531:Subthalamic Nucleus / Q000503:physiopathology; D013997:Time Factors