Výtvarová Eva, Mareček Radek, Fousek Jan, Strýček Ondřej, Rektor Ivan
Faculty of Informatics, Masaryk University, Botanická 68a, 602 00 Brno, Czech Republic.
Brain and Mind Research Program, Central European Institute of Technology (CEITEC), Masaryk University, Kamenice 5, 625 00 Brno, Czech Republic.
Neuroimage Clin. 2016 Dec 18;14:28-36. doi: 10.1016/j.nicl.2016.12.014. eCollection 2017.
The aim was to describe the contribution of basal ganglia (BG) thalamo-cortical circuitry to the whole-brain functional connectivity in focal epilepsies.
Interictal resting-state fMRI recordings were acquired in 46 persons with focal epilepsies. Of these 46, 22 had temporal lobe epilepsy: 9 left temporal (LTLE), 13 right temporal (RTLE); 15 had frontal lobe epilepsy (FLE); and 9 had parietal/occipital lobe epilepsy (POLE). There were 20 healthy controls. The complete weighted network was analyzed based on correlation matrices of 90 and 194 regions. The network topology was quantified on a global and regional level by measures based on graph theory, and connection-level changes were analyzed by the partial least square method.
In all patient groups except RTLE, the shift of the functional network topology away from random was observed (normalized clustering coefficient and characteristic path length were higher in patient groups than in controls). Links contributing to this change were found in the cortico-subcortical connections. Weak connections (low correlations) consistently contributed to this modification of the network. The importance of regions changed: decreases in the subcortical areas and both decreases and increases in the cortical areas were observed in node strength, clustering coefficient and eigenvector centrality in patient groups when compared to controls. Node strength decreases of the basal ganglia, i.e. the putamen, caudate, and pallidum, were displayed in LTLE, FLE, and POLE. The connectivity within the basal ganglia-thalamus circuitry was not disturbed; the disturbance concerned the connectivity between the circuitry and the cortex.
Focal epilepsies affect large-scale brain networks beyond the epileptogenic zones. Cortico-subcortical functional connectivity disturbance was displayed in LTLE, FLE, and POLE. Significant changes in the resting-state functional connectivity between cortical and subcortical structures suggest an important role of the BG and thalamus in focal epilepsies.
本研究旨在描述基底神经节(BG)丘脑 - 皮质神经回路对局灶性癫痫全脑功能连接的贡献。
对46例局灶性癫痫患者进行发作间期静息态功能磁共振成像(fMRI)记录。这46例患者中,22例为颞叶癫痫:9例左侧颞叶癫痫(LTLE),13例右侧颞叶癫痫(RTLE);15例为额叶癫痫(FLE);9例为顶叶/枕叶癫痫(POLE)。另有20名健康对照者。基于90个和194个区域的相关矩阵分析完整加权网络。通过基于图论的方法在全局和区域水平上量化网络拓扑结构,并采用偏最小二乘法分析连接水平的变化。
除RTLE外,在所有患者组中均观察到功能网络拓扑结构偏离随机状态(患者组的标准化聚类系数和特征路径长度高于对照组)。导致这种变化的连接存在于皮质 - 皮质下连接中。弱连接(低相关性)持续促成网络的这种改变。区域的重要性发生了变化:与对照组相比,患者组在节点强度、聚类系数和特征向量中心性方面,皮质下区域降低,皮质区域既有降低也有增加。在LTLE、FLE和POLE中均显示出基底神经节(即壳核、尾状核和苍白球)的节点强度降低。基底神经节 - 丘脑神经回路内的连接性未受干扰;受干扰的是该神经回路与皮质之间的连接性。
局灶性癫痫影响癫痫灶区域以外的大规模脑网络。LTLE、FLE和POLE中显示出皮质 - 皮质下功能连接紊乱。皮质和皮质下结构之间静息态功能连接的显著变化表明基底神经节和丘脑在局灶性癫痫中起重要作用。