INVESTIGATING THE EFFECTS OF OPIOID DRUGS ON ELECTROCORTICAL ACTIVITYUSING WAVELET TRANSFORM

Citation
M. Akay et al., INVESTIGATING THE EFFECTS OF OPIOID DRUGS ON ELECTROCORTICAL ACTIVITYUSING WAVELET TRANSFORM, Biological cybernetics, 72(5), 1995, pp. 431-437
Citations number
34
Categorie Soggetti
Computer Science Cybernetics","Biology Miscellaneous
Journal title
ISSN journal
03401200
Volume
72
Issue
5
Year of publication
1995
Pages
431 - 437
Database
ISI
SICI code
0340-1200(1995)72:5<431:ITEOOD>2.0.ZU;2-W
Abstract
Fetal electrocortical activity (ECoG) is characterized by two distinct patterns: HVSA (high voltage, slow activity) and LVFA (low voltage, f ast activity). Using the wavelet transform (WT), we recently reported that the frequency characteristics of these two ECoG patterns undergo significant maturational changes prior to birth (Akay et al. 1994a). W e now report that fetal ECoG can also be significantly affected by pha rmacological agents. In this paper, we compared the effects of two opi oid drugs (morphine and [D-Pen(2), D-Pen(5)]-enkephalin, DPDPE) on fet al ECoG, using the chronically instrumented fetal lamb model. Morphine was infused intravenously (i.v.) at 2.5 mg/h, while DPDPE was infused into the lateral cerebroventricle (i.c.v.) at 30 mu g/h. The ECoG was analyzed using WT. We performed multiresolution decomposition for fou r sets of parameters D-2j where -1 < j < -4. The four series WTs repre sent the detail signal bandwidths: (1) 16-32 Hz, (2) 8-16 Hz, (3) 4-8 Hz, (4) 2-4 Hz. The data were subjected to statistical analysis using the Kolmogorov-Smirnov (KS) test. Both morphine and DPDPE resulted in a significant increase in power in the first wavelet band, while power was reduced in the second, third and fourth wavelet bands. In additio n, both drugs resulted in a disruption of the normal cyclic pattern be tween the two ECoG patterns. There was a difference in the time course of action between morphine and DPDPE. This is the first occasion in w hich continuous ECoG has been subjected to rigorous statistical analys is. The results suggest that the WT-KS method is most suitable for qua ntitating changes in the ECoG induced by pharmacological agents.