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Investigating the effects of opioid drugs on electrocortical activity using wavelet transform.

作者信息

Akay M, Akay Y M, Cheng P, Szeto H H

机构信息

Department of Biomedical Engineering, Rutgers University, Piscataway, NJ 08855, USA.

出版信息

Biol Cybern. 1995;72(5):431-7. doi: 10.1007/BF00201418.

DOI:10.1007/BF00201418
PMID:7734552
Abstract

Fetal electrocortical activity (ECoG) is characterized by two distinct patterns: HVSA (high voltage, slow activity) and LVFA (low voltage, fast 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). We now report that fetal ECoG can also be significantly affected by pharmacological agents. In this paper, we compared the effects of two opioid drugs (morphine and [D-Pen2, D-Pen5]-enkephalin, DPDPE) on fetal 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 micrograms/h. The ECoG was analyzed using WT. We performed multi-resolution decomposition for four sets of parameters D2j where -1 < j < -4. The four series WTs represent 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 addition, both drugs resulted in a disruption of the normal cyclic pattern between the two ECoG patterns. There was a difference in the time course of action between morphine and DPDPE. This is the first occasion in which continuous ECoG has been subjected to rigorous statistical analysis. The results suggest that the WT-KS method is most suitable for quantitating changes in the ECoG induced by pharmacological agents.

摘要

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引用本文的文献

1
The effects of morphine on the relationship between fetal EEG, breathing and blood pressure signals using fast wavelet transform.使用快速小波变换研究吗啡对胎儿脑电图、呼吸和血压信号之间关系的影响。
Biol Cybern. 1996 Apr;74(4):367-72. doi: 10.1007/BF00194929.
2
Investigating the relationship between fetus EEG, respiratory, and blood pressure signals during maturation using wavelet transform.使用小波变换研究成熟过程中胎儿脑电图、呼吸和血压信号之间的关系。
Ann Biomed Eng. 1995 Sep-Oct;23(5):574-82. doi: 10.1007/BF02584457.

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