Lehnertz K, Elger C E
University Clinic of Epileptology, Bonn, Germany.
Electroencephalogr Clin Neurophysiol. 1995 Aug;95(2):108-17. doi: 10.1016/0013-4694(95)00071-6.
Neurons involved in the epileptic processes exhibit high frequency discharges scarcely modulated by physiological brain activity. This behaviour should be accompanied by a loss of complexity in the corresponding electrographic signal. From the theory of non-linear dynamics it is known that the correlation dimension allows a quantitative description of complexity in terms of the number of degrees of freedom. To test whether a relationship exists between spatio-temporal alterations of neuronal complexity and spatial extent and temporal dynamics of the epileptogenic area, a moving-window correlation dimension analysis was applied to intracranially recorded electrocorticograms of 20 patients with unilateral temporal lobe epilepsy. Dimension as a function of time was calculated for interictal activity (n = 98) and seizure activity including the pre- and postictal phase (n = 28) from recording locations within the epileptogenic area, in adjacent areas and in homologous contralateral sites. Pronounced changes of the dimension in time were found, gradually decreasing with increasing distance from the focal area. Extraction of a single value quantifying the dimension variance of interictal activity allowed the primary epileptogenic area to be laterized in exact agreement with the results of the presurgical work-up and the confirmation of the postoperative outcome, without the necessity of observing actual seizure activity.
参与癫痫发作过程的神经元表现出高频放电,几乎不受生理性脑活动的调节。这种行为应伴随着相应脑电图信号复杂性的丧失。从非线性动力学理论可知,关联维数允许根据自由度的数量对复杂性进行定量描述。为了测试神经元复杂性的时空变化与致痫区的空间范围和时间动态之间是否存在关系,对20例单侧颞叶癫痫患者颅内记录的皮质脑电图应用了移动窗口关联维数分析。从致痫区内、相邻区域和同源对侧部位的记录位置计算发作间期活动(n = 98)以及包括发作前和发作后阶段的发作活动(n = 28)的维数随时间的变化。发现维数随时间有明显变化,随着与病灶区域距离的增加而逐渐降低。提取一个量化发作间期活动维数方差的单一值,能够确定原发性致痫区,这与术前检查结果以及术后结果的确认完全一致,而无需观察实际的癫痫发作活动。