Wachsmuth Lydia, Hebbelmann Leo, Prade Jutta, Kohnert Laura C, Lambers Henriette, Lüttjohann Annika, Budde Thomas, Hess Andreas, Faber Cornelius
Clinic of Radiology, University of Münster, Münster, Germany.
Department of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.
Front Neurol. 2024 Mar 11;15:1355862. doi: 10.3389/fneur.2024.1355862. eCollection 2024.
Genetic Absence Epilepsy Rats from Strasbourg (GAERS) represent a model of genetic generalized epilepsy. The present longitudinal study in GAERS and age-matched non-epileptic controls (NEC) aimed to characterize the epileptic brain network using two functional measures, resting state-functional magnetic resonance imaging (rs-fMRI) and manganese-enhanced MRI (MEMRI) combined with morphometry, and to investigate potential brain network alterations, following long-term seizure activity.
Repeated rs-fMRI measurements at 9.4 T between 3 and 8 months of age were combined with MEMRI at the final time point of the study. We used graph theory analysis to infer community structure and global and local network parameters from rs-fMRI data and compared them to brain region-wise manganese accumulation patterns and deformation-based morphometry (DBM).
Functional connectivity (FC) was generally higher in GAERS when compared to NEC. Global network parameters and community structure were similar in NEC and GAERS, suggesting efficiently functioning networks in both strains. No progressive FC changes were observed in epileptic animals. Network-based statistics (NBS) revealed stronger FC within the cortical community, including regions of association and sensorimotor cortex, and with basal ganglia and limbic regions in GAERS, irrespective of age. Higher manganese accumulation in GAERS than in NEC was observed at 8 months of age, consistent with higher overall rs-FC, particularly in sensorimotor cortex and association cortex regions. Functional measures showed less similarity in subcortical regions. Whole brain volumes of 8 months-old GAERS were higher when compared to age-matched NEC, and DBM revealed increased volumes of several association and sensorimotor cortex regions and of the thalamus.
rs-fMRI, MEMRI, and volumetric data collectively suggest the significance of cortical networks in GAERS, which correlates with an increased fronto-central connectivity in childhood absence epilepsy (CAE). Our findings also verify involvement of basal ganglia and limbic regions. Epilepsy-related network alterations are already present in juvenile animals. Consequently, this early condition seems to play a greater role in dynamic brain function than chronic absence seizures.
斯特拉斯堡遗传性失神癫痫大鼠(GAERS)代表了一种遗传性全身性癫痫模型。本对GAERS和年龄匹配的非癫痫对照(NEC)进行的纵向研究旨在使用两种功能测量方法,即静息态功能磁共振成像(rs-fMRI)和锰增强磁共振成像(MEMRI)并结合形态学测量来表征癫痫脑网络,并研究长期癫痫发作活动后潜在的脑网络改变。
在3至8月龄之间于9.4T重复进行rs-fMRI测量,并在研究的最后时间点结合MEMRI。我们使用图论分析从rs-fMRI数据推断群落结构以及全局和局部网络参数,并将它们与脑区锰积累模式和基于变形的形态学(DBM)进行比较。
与NEC相比,GAERS中的功能连接性(FC)总体上更高。NEC和GAERS中的全局网络参数和群落结构相似,表明两种品系的网络功能均有效。在癫痫动物中未观察到FC的渐进性变化。基于网络的统计(NBS)显示,GAERS的皮质群落内,包括联合皮质和感觉运动皮质区域,以及与基底神经节和边缘区域之间的FC更强,与年龄无关。在8月龄时观察到GAERS中的锰积累高于NEC,这与总体较高的rs-FC一致,特别是在感觉运动皮质和联合皮质区域。功能测量显示皮质下区域的相似性较低。与年龄匹配的NEC相比,8月龄GAERS的全脑体积更大,DBM显示几个联合皮质和感觉运动皮质区域以及丘脑的体积增加。
rs-fMRI、MEMRI和体积数据共同表明皮质网络在GAERS中的重要性,这与儿童失神癫痫(CAE)中额中央连接性增加相关。我们的研究结果还证实了基底神经节和边缘区域的参与。癫痫相关的网络改变在幼年动物中已经存在。因此,这种早期状况似乎在动态脑功能中比慢性失神发作发挥更大的作用。