Xie Ke, Royer Jessica, Larivière Sara, Rodriguez-Cruces Raul, Frässle Stefan, Cabalo Donna Gift, Ngo Alexander, DeKraker Jordan, Auer Hans, Tavakol Shahin, Weng Yifei, Abdallah Chifaou, Horwood Linda, Frauscher Birgit, Caciagli Lorenzo, Bernasconi Andrea, Bernasconi Neda, Zhang Zhiqiang, Concha Luis, Bernhardt Boris C
Multimodal Imaging and Connectome Analysis Laboratory, McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
Analytical Neurophysiology Laboratory, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
bioRxiv. 2023 May 24:2023.05.23.541934. doi: 10.1101/2023.05.23.541934.
Temporal lobe epilepsy (TLE) is one of the most common pharmaco-resistant epilepsies in adults. While hippocampal pathology is the hallmark of this condition, emerging evidence indicates that brain alterations extend beyond the mesiotemporal epicenter and affect macroscale brain function and cognition. We studied macroscale functional reorganization in TLE, explored structural substrates, and examined cognitive associations. We investigated a multisite cohort of 95 patients with pharmaco-resistant TLE and 95 healthy controls using state-of-the-art multimodal 3T magnetic resonance imaging (MRI). We quantified macroscale functional topographic organization using connectome dimensionality reduction techniques and estimated directional functional flow using generative models of effective connectivity. We observed atypical functional topographies in patients with TLE relative to controls, manifesting as reduced functional differentiation between sensory/motor networks and transmodal systems such as the default mode network, with peak alterations in bilateral temporal and ventromedial prefrontal cortices. TLE-related topographic changes were consistent in all three included sites and reflected reductions in hierarchical flow patterns between cortical systems. Integration of parallel multimodal MRI data indicated that these findings were independent of TLE-related cortical grey matter atrophy, but mediated by microstructural alterations in the superficial white matter immediately beneath the cortex. The magnitude of functional perturbations was robustly associated with behavioral markers of memory function. Overall, this work provides converging evidence for macroscale functional imbalances, contributing microstructural alterations, and their associations with cognitive dysfunction in TLE.
颞叶癫痫(TLE)是成人中最常见的药物难治性癫痫之一。虽然海马病理是这种疾病的标志,但新出现的证据表明,脑改变超出了颞叶内侧中心,影响大脑宏观功能和认知。我们研究了TLE中的宏观功能重组,探索了结构基础,并检查了认知关联。我们使用最先进的多模态3T磁共振成像(MRI)对95例药物难治性TLE患者和95名健康对照的多中心队列进行了研究。我们使用连接组降维技术量化宏观功能地形组织,并使用有效连接的生成模型估计定向功能流。相对于对照组,我们在TLE患者中观察到非典型的功能地形,表现为感觉/运动网络与跨模态系统(如默认模式网络)之间的功能分化减少,双侧颞叶和腹内侧前额叶皮质的改变最为明显。与TLE相关的地形变化在所有三个纳入地点都是一致的,反映了皮质系统之间层次流模式的减少。并行多模态MRI数据的整合表明,这些发现独立于与TLE相关的皮质灰质萎缩,但由紧挨着皮质的浅表白质的微观结构改变介导。功能扰动的程度与记忆功能的行为标志物密切相关。总体而言,这项工作为TLE中的宏观功能失衡、微观结构改变及其与认知功能障碍的关联提供了一致的证据。