Department of Medical Physics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.
Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.
Epilepsia. 2018 Nov;59(11):2086-2095. doi: 10.1111/epi.14560. Epub 2018 Oct 3.
Structural and functional magnetic resonance imaging (MRI) studies have consistently documented cortical and subcortical abnormalities in patients with juvenile myoclonic epilepsy (JME). However, little is known about how these structural abnormalities emerge from the time of epilepsy onset and how network interactions between and within cortical and subcortical regions may diverge in youth with JME compared to typically developing children.
We examined prospective covariations of volumetric differences derived from high-resolution structural MRI during the first 2 years of epilepsy diagnosis in a group of youth with JME (n = 21) compared to healthy controls (n = 22). We indexed developmental brain changes using graph theory by computing network metrics based on the correlation of the cortical and subcortical structural covariance near the time of epilepsy and 2 years later.
Over 2 years, normally developing children showed modular cortical development and network integration between cortical and subcortical regions. In contrast, children with JME developed a highly correlated and less modular cortical network, which was atypically dissociated from subcortical structures. Furthermore, the JME group also presented higher clustering and lower modularity indices than controls, indicating weaker modules or communities. The local efficiency in JME was higher than controls across the majority of cortical nodes. Regarding network hubs, controls presented a higher number than youth with JME that were spread across the brain with ample representation from the different modules. In contrast, children with JME showed a lower number of hubs that were mainly from one module and comprised mostly subcortical structures.
Youth with JME prospectively developed a network of highly correlated cortical regions dissociated from subcortical structures during the first 2 years after epilepsy onset. The cortical-subcortical network dissociation provides converging insights into the disparate literature of cortical and subcortical abnormalities found in previous studies.
结构和功能磁共振成像(MRI)研究一致记录了青少年肌阵挛癫痫(JME)患者的皮质和皮质下异常。然而,对于这些结构异常如何从癫痫发作开始出现,以及与正常发育的儿童相比,JME 青少年的皮质和皮质下区域之间以及内部的网络相互作用如何出现差异,人们知之甚少。
我们在一组 JME 患者(n=21)与健康对照组(n=22)中,检查了癫痫诊断后前 2 年期间来自高分辨率结构 MRI 的体积差异的前瞻性协变。我们使用基于皮质和皮质下结构协方差的相关性在癫痫发作时和 2 年后计算网络度量,使用图论索引发育中的大脑变化。
在 2 年期间,正常发育的儿童表现出皮质模块发育和皮质与皮质下区域之间的网络整合。相比之下,JME 患儿发育出高度相关且模块化程度较低的皮质网络,与皮质下结构明显分离。此外,与对照组相比,JME 组的聚类和模块化指数也更高,表明模块或社区较弱。JME 组的局部效率在大多数皮质节点上均高于对照组。关于网络枢纽,对照组比 JME 组的数量更多,分布在大脑中,不同模块都有充分的代表。相比之下,JME 组的枢纽数量较少,主要来自一个模块,且主要来自皮质下结构。
JME 患儿在癫痫发作后前 2 年期间,皮质区域与皮质下结构之间形成了高度相关的网络。皮质-皮质下网络分离为以前研究中发现的皮质和皮质下异常的不同文献提供了趋同的见解。