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Whole-brain analytic measures of network communication reveal increased structure-function correlation in right temporal lobe epilepsy

机译:网络交流的全脑分析方法显示右颞叶癫痫中结构-功能相关性增加

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摘要

The in vivo structure-function relationship is key to understanding brain network reorganization due to pathologies. This relationship is likely to be particularly complex in brain network diseases such as temporal lobe epilepsy, in which disturbed large-scale systems are involved in both transient electrical events and long-lasting functional and structural impairments. Herein, we estimated this relationship by analyzing the correlation between structural connectivity and functional connectivity in terms of analytical network communication parameters. As such, we targeted the gradual topological structure-function reorganization caused by the pathology not only at the whole brain scale but also both in core and peripheral regions of the brain.We acquired diffusion (dMRI) and resting-state fMRI (rsfMRI) data in seven right-lateralized TLE (rTLE) patients and fourteen healthy controls and analyzed the structure-function relationship by using analytical network communication metrics derived from the structural connectome.In rTLE patients, we found a widespread hypercorrelated functional network. Network communication analysis revealed greater unspecific branching of the shortest path (search information) in the structural connectome and a higher global correlation between the structural and functional connectivity for the patient group. We also found evidence for a preserved structural rich-club in the patient group. In sum, global augmentation of structure-function correlation might be linked to a smaller functional repertoire in rTLE patients, while sparing the central core of the brain which may represent a pathway that facilitates the spread of seizures.
机译:体内结构与功能的关系是了解由于病理原因而导致脑网络重组的关键。在诸如颞叶癫痫之类的脑网络疾病中,这种关系可能特别复杂,在这种疾病中,受干扰的大规模系统既涉及瞬时电事件,也涉及长期的功能和结构损伤。在此,我们通过分析网络通信参数来分析结构连通性和功能连通性之间的相关性,从而估算了这种关系。因此,我们不仅针对整个病理范围,而且针对大脑核心和周围区域的病理学引起的逐渐的拓扑结构-功能重组,还获得了扩散(dMRI)和静止状态fMRI(rsfMRI)数据在7例右侧TLE(rTLE)患者和14例健康对照中,并使用从结构连接体获得的分析网络通讯指标分析了结构与功能的关系。在rTLE患者中,我们发现了一个广泛存在的超相关功能网络。网络通讯分析显示,结构连接组中最短路径(搜索信息)的分支更加明确,并且针对患者群体的结构和功能连接之间的全局相关性更高。我们还发现在患者组中保留了结构丰富的俱乐部的证据。总而言之,rTLE患者的结构功能相关性的整体增强可能与较小的功能组成有关,而保留了大脑中枢,这可能代表促进癫痫发作扩散的途径。

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