Akay M, Akay Y M, Szeto H H
Department of Biomedical Engineering, Rutgers University, Piscataway, NJ 08855, USA.
Biol Cybern. 1996 Apr;74(4):367-72. doi: 10.1007/BF00194929.
In this study, we introduce the fast wavelet transform (WT) as a method for investigating the effects of morphine on the electroencephalogram (EEG), respiratory activity and blood pressure in fetal lambs. Morphine was infused intravenously at 25 mg/h. The EEG, respiratory activity and blood pressure signals were analyzed using WT. We performed wavelet decomposition for five sets of parameters D2j where -1 < j < -5. The five series WTs represent the detail signal bandwidths: 1, 16-32 Hz; 2, 8-16 Hz; 3, 4-8 Hz; 4, 2-4 Hz; 5, 1-2 Hz. Before injection of the high-dose morphine, power in the EEG was high in all six frequency bandwidths. The respiratory and blood pressure signals showed common frequency components with respect to time and were coincident with the low-voltage fast activity (LVFA) EEG signal. Respiratory activity was observed during only some of the LVFA periods, and was completely absent during high-voltage slow activity (HVSA) EEG. The respiratory signal showed dominant power in the fourth wavelet band, and less power in the third and fifth bands. The blood pressure signal was also characterized by dominant power in the fourth wavelet band. This power was significantly increased during periods of respiratory activity. There was a strong relationship between fetal EEG, blood pressure and breathing movements. However, the injection of high-dose morphine resulted in a disruption of the normal cyclic pattern between the two EEG states and a significant increase in power in the first wavelet band. In addition, the high-dose drug resulted in a significant increase in the power of respiratory signal in the fourth and fifth wavelet bands, while power was reduced in the third wavelet band. Breathing activity was also continuous after the drug. The high-dose morphine also caused a temporary power shift from the third wavelet band to the fourth wavelet band for the 30-min period after injection of drug. Finally, high-dose morphine completely destroyed the correlation between EEG, breathing and blood pressure signals.
在本研究中,我们引入快速小波变换(WT)作为一种研究吗啡对胎羊脑电图(EEG)、呼吸活动和血压影响的方法。吗啡以25毫克/小时的速度静脉输注。使用WT对EEG、呼吸活动和血压信号进行分析。我们对五组参数D2j进行了小波分解,其中-1 < j < -5。这五个系列的小波变换代表了细节信号带宽:1,16 - 32赫兹;2,8 - 16赫兹;3,4 - 8赫兹;4,2 - 4赫兹;5,1 - 2赫兹。在注射高剂量吗啡之前,EEG在所有六个频率带宽中的功率都很高。呼吸和血压信号在时间上显示出共同的频率成分,并且与低压快速活动(LVFA)EEG信号一致。仅在一些LVFA期间观察到呼吸活动,而在高压慢活动(HVSA)EEG期间完全没有呼吸活动。呼吸信号在第四小波带中显示出主导功率,在第三和第五小波带中的功率较小。血压信号在第四小波带中也具有主导功率特征。在呼吸活动期间,这种功率显著增加。胎儿EEG、血压和呼吸运动之间存在很强的关系。然而,注射高剂量吗啡导致两种EEG状态之间的正常循环模式被破坏,并且第一小波带中的功率显著增加。此外,高剂量药物导致第四和第五小波带中呼吸信号的功率显著增加,而第三小波带中的功率降低。给药后呼吸活动也持续存在。高剂量吗啡还导致给药后30分钟内功率从第三小波带暂时转移到第四小波带。最后,高剂量吗啡完全破坏了EEG、呼吸和血压信号之间的相关性。