Complexity analysis of EEG in patients with schizophrenia using fractal dimension.
We computed Higuchi's fractal dimension (FD) of resting, eyes closed EEG recorded from 30 scalp locations in 18 male neuroleptic-naïve, recent-onset schizophrenia (NRS) subjects and 15 male healthy control (HC) subjects, who were group-matched for age. Schizophrenia patients showed a diffuse reduction of FD except in the bilateral temporal and occipital regions, with the reduction being most prominent bifrontally. The positive symptom (PS) schizophrenia subjects showed FD values similar to or even higher than HC in the bilateral temporo-occipital regions, along with a co-existent bifrontal FD reduction as noted in the overall sample of NRS. In contrast, this increase in FD values in the bilateral temporo-occipital region was absent in the negative symptom (NS) subgroup. The regional differences in complexity suggested by these findings may reflect the aberrant brain dynamics underlying the pathophysiology of schizophrenia and its symptom dimensions. Higuchi's method of measuring FD directly in the time domain provides an alternative for the more computationally intensive nonlinear methods of estimating EEG complexity.
Raghavendra
B S
BS
Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore 560 012, India.
Dutt
D Narayana
DN
Halahalli
Harsha N
HN
John
John P
JP
D000293:Adolescent; D000328:Adult; D000367:Age Factors; D016022:Case-Control Studies; D004569:Electroencephalography / Q000379:methods*; D005123:Eye; D017709:Fractals; D006801:Humans; D008297:Male; D008875:Middle Aged; D012146:Rest; D012559:Schizophrenia / Q000175:diagnosis*; D012737:Sex Factors; D012815:Signal Processing, Computer-Assisted; D013997:Time Factors; D055815:Young Adult