Ogawa T, Sugiyama A, Ishiwa S, Suzuki M, Ishihara T, Sato K
Brain Dev. 1982;4(6):439-49. doi: 10.1016/s0387-7604(82)80071-5.
Autoregressive (AR) analysis and component analysis were done on EEGs during sleep stage 2 in normal and autistic children, since AR-coefficients of EEG characterize the autocovariance and power spectral density of EEG. In addition, as the generalized distance of the average AR-coefficient vector of an EEG group at one side from that at the opposite side exhibits an F-distribution, the statistical inferences were determined, as to whether there is hemispheric specialization in EEG in 21 right-handed autistic children and whether there is a difference between the AR-spectral pattern of EEG in the autistic children and that of 28 normal children of the same age range. The results obtained are as follows: 1. Significant hemispheric lateralization in EEG at the significant level of 0.01 was observed in normal children, whereas no lateralization was confirmed in autistic children. 2. Random click stimulation had cumulative effects on the hemispheric lateralization in the normal children, but not in the autistic children. On the contrary, the effects of random flash light stimulation on hemispheric asymmetry were verified in the autistic children as well as in the normal children. 3. The EEG components of autistic children were significantly different from the normal ones in the frequency range of alpha-2 component waves at bilateral frontal (Fp1 and Fp2) regions and the activity of these component waves was higher in the autistic children than in the normal ones over 5 years old. 4. These findings suggest that autistic children are not only less responsive to external stimuli, but also neurophysiologically less active in the internal regulatory mechanism.
由于脑电图(EEG)的自回归(AR)系数表征了EEG的自协方差和功率谱密度,因此对正常儿童和自闭症儿童在睡眠第二阶段的EEG进行了自回归分析和成分分析。此外,由于一组EEG在一侧的平均AR系数向量与另一侧的平均AR系数向量的广义距离呈F分布,因此确定了关于21名右利手自闭症儿童的EEG是否存在半球特化以及自闭症儿童与28名同年龄范围正常儿童的EEG的AR频谱模式是否存在差异的统计推断。获得的结果如下:1. 在正常儿童中观察到EEG在0.01的显著水平上有显著的半球侧化,而在自闭症儿童中未确认有侧化。2. 随机点击刺激对正常儿童的半球侧化有累积效应,但对自闭症儿童没有。相反,随机闪光刺激对半球不对称的影响在自闭症儿童和正常儿童中均得到证实。3. 自闭症儿童的EEG成分在双侧额叶(Fp1和Fp2)区域的α-2成分波频率范围内与正常儿童有显著差异,并且这些成分波在5岁以上自闭症儿童中的活动高于正常儿童。4. 这些发现表明,自闭症儿童不仅对外界刺激反应较小,而且在内部调节机制中的神经生理活动也较低。