Department of Radiology, Maastricht University Medical Center, 6202 AZ Maastricht, the Netherlands.
Neurology. 2011 Sep 6;77(10):938-44. doi: 10.1212/WNL.0b013e31822cfc2f. Epub 2011 Aug 10.
To study the relation between possibly altered whole brain topology and intellectual decline in chronic epilepsy, a combined study of neurocognitive assessment and graph theoretical network analysis of fMRI was performed.
Forty-one adult patients with cryptogenic localization-related epilepsy and 23 healthy controls underwent an intelligence test and fMRI with a silent-word generation paradigm. A set of undirected graphs was constructed by cross-correlating the signal time series of 893 cortical and subcortical regions. Possible changes in cerebral network efficiency were assessed by performing graph theoretical network analysis.
Healthy subjects displayed efficient small world properties, characterized by high clustering and short path lengths. On the contrary, in patients with epilepsy a disruption of both local segregation and global integration was found. An association of more pronounced intellectual decline with more disturbed local segregation was observed in the patient group. The effect of antiepileptic drug use on cognitive decline was mediated by decreased clustering.
These findings support the hypothesis that chronic localization-related epilepsy causes cognitive deficits by inducing global cerebral network changes instead of a localized disruption only. Whether this is the result of epilepsy per se or the use of antiepileptic drugs remains to be elucidated. For application in clinical practice, future studies should address the relevance of altered cerebral network topology in prediction of cognitive deficits and monitoring of therapeutic interventions.
研究慢性癫痫患者全脑拓扑结构可能改变与智力下降之间的关系,对神经认知评估与 fMRI 的图论网络分析进行联合研究。
41 例隐源性局灶性相关癫痫成年患者和 23 例健康对照者接受智力测试和 fMRI 检查,采用静默词生成范式。通过对 893 个皮质和皮质下区域的信号时间序列进行互相关联,构建了一组无向图。通过进行图论网络分析来评估脑网络效率的可能变化。
健康受试者表现出有效的小世界特性,表现为高聚类和短路径长度。相反,癫痫患者则表现出局部分离和全局整合的双重破坏。在患者组中,观察到更明显的智力下降与更严重的局部分离有关。抗癫痫药物使用对认知下降的影响是通过降低聚类来介导的。
这些发现支持慢性局灶性相关癫痫通过诱导全局脑网络变化而不是仅局部破坏导致认知缺陷的假设。这种情况是癫痫本身的结果还是抗癫痫药物的使用所致,仍有待阐明。为了在临床实践中的应用,未来的研究应探讨改变的脑网络拓扑结构在预测认知缺陷和监测治疗干预中的相关性。