Ogawa T, Sugiyama A, Suzuki M, Nakashita Y, Ishiwa S
No To Shinkei. 1982 Oct;34(10):981-8.
Autoregressive (AR) analysis and component analysis were applied to EEGs during sleep stage 2 of normal and autistic children, since AR-coefficients of EEG characterize the autocovariance and power spectral density of EEG. In addition, as the Mahalanobis' generalized distance of the average AR coefficient vector of an EEG group at one side from that at the opposite side follows a F-distribution, the statistical inferences were carried out, whether or not there is hemispheric specialization in EEG in 21 right handed autistic children and whether there is difference between AR-spectral pattern of EEG in the autistic children and that of 28 normal children of the same age range or not. The results obtained were as follows: 1) The significant hemispheric lateralization in EEG at the significant level of 0.01 was observed in normals, whereas none of the lateralization was confirmed in autistic children. 2) The random click stimulation caused a cumulative effect on the hemispheric lateralization in the normals, 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 normals. 3) The EEG components of autistic children were significantly different from the normal ones in frequency range of alpha-2 component wave at bilateral frontal (F1 and F2) regions and the activity of these component waves were 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睡眠第二阶段的EEG进行了AR分析和成分分析。此外,由于EEG组一侧的平均AR系数向量与另一侧的平均AR系数向量的马氏广义距离服从F分布,因此进行了统计推断,以研究21名右利手自闭症儿童的EEG是否存在半球特化,以及自闭症儿童的EEG的AR频谱模式与28名同年龄范围的正常儿童的EEG的AR频谱模式是否存在差异。得到的结果如下:1)在正常儿童中观察到EEG在0.01显著水平上有显著的半球侧化,而在自闭症儿童中未证实有任何侧化。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都得到了证实。3)自闭症儿童的EEG成分在双侧额叶(F1和F2)区域的α-2成分波频率范围内与正常儿童有显著差异,并且在5岁以上的自闭症儿童中,这些成分波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神经生理活动也较少。