Connectome reorganization associated with temporal lobe pathology and its surgical resection

Sara Lariviere, Bo-yong Park, Jessica Royer, Jordan DeKraker, Alexander Ngo, Ella Sahlas, Judy Chen, Raul Rodriguez-Cruces, Yifei Weng, Birgit Frauscher, Zhengge Wang, Bratislav Misic, Golia Shafiei, Andrea Bernasconi, Neda Bernasconi, Michael D Fox, Zhiqiang Zhang, Boris Bernhardt
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Abstract

Network neuroscience offers a unique framework to understand the organizational principles of the human brain. Despite recent progress, our understanding of how the brain is modulated by focal lesions remains incomplete. Resection of the temporal lobe is the most effective treatment to control seizures in pharmaco-resistant temporal lobe epilepsy (TLE), making this syndrome a powerful model to study lesional effects on network organization in young and middle-aged adults. Here, we assessed the downstream consequences of a focal lesion and its surgical resection on the brain's structural connectome, and explored how this reorganization relates to clinical variables at the individual patient level. We included adults with pharmaco-resistant TLE (n = 37) who underwent anterior temporal lobectomy between two imaging time points, as well as age- and sex-matched healthy controls who underwent comparable imaging (n = 31). Core to our analysis was the projection of high-dimensional structural connectome data - derived from diffusion MRI tractography from each subject - into lower-dimensional gradients. We then compared connectome gradients in patients relative to controls before surgery, tracked surgically-induced connectome reconfiguration from pre- to postoperative time points, and examined associations to patient-specific clinical and imaging phenotypes. Before surgery, TLE presented with marked connectome changes in bilateral temporo-parietal regions, reflecting an increased segregation of the ipsilateral anterior temporal lobe from the rest of the brain. Surgery-induced connectome reorganization was localized to this temporo-parietal subnetwork, but primarily involved postoperative integration of contralateral regions with the rest of the brain. Using a partial least-squares analysis, we uncovered a latent clinical-imaging signature underlying this pre- to postoperative connectome reorganization, showing that patients who displayed postoperative integration in bilateral fronto-occipital cortices also had greater preoperative ipsilateral hippocampal atrophy, lower seizure frequency, and secondarily generalized seizures. Our results bridge the effects of focal brain lesions and their surgical resections with large-scale network reorganization and inter-individual clinical variability, thus offering new avenues to examine the fundamental malleability of the human brain.
连接体重组与颞叶病理及其手术切除相关
网络神经科学为理解人类大脑的组织原理提供了一个独特的框架。尽管最近取得了进展,但我们对大脑如何被局灶性病变调节的理解仍然不完整。切除颞叶是控制药物抵抗性颞叶癫痫(drug -resistant temporal lobe epilepsy, TLE)发作最有效的治疗方法,使该综合征成为研究中青年网络组织病变影响的有力模型。在这里,我们评估了局灶性病变及其手术切除对大脑结构连接组的下游影响,并探讨了这种重组与个体患者水平的临床变量之间的关系。我们纳入了在两个成像时间点之间接受前颞叶切除术的耐药TLE成人(n = 37),以及接受类似成像的年龄和性别匹配的健康对照(n = 31)。我们分析的核心是高维结构连接体数据的投影-来自每个受试者的扩散MRI束状图-到低维梯度。然后,我们比较了手术前患者相对于对照组的连接组梯度,从术前到术后时间点跟踪手术诱导的连接组重构,并检查了与患者特异性临床和影像学表型的关联。手术前,TLE表现为双侧颞顶区明显的连接组改变,反映了同侧颞叶与大脑其他部分的分离增加。手术诱导的连接组重组定位于颞顶叶亚网络,但主要涉及术后对侧区域与大脑其余部分的整合。通过偏最小二乘分析,我们发现了一个潜在的临床成像特征,隐藏在这种术前至术后连接体重组的基础上,表明术后双侧额枕皮质整合的患者也有更大的术前同侧海马萎缩,更低的癫痫发作频率和继发性全面性癫痫发作。我们的研究结果将局灶性脑病变及其手术切除的影响与大规模网络重组和个体间临床变异性联系起来,从而为研究人类大脑的基本可塑性提供了新的途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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