Department of Neurology, University Hospital 12 de Octubre, Madrid, Spain.
Center of Biomedical Network Research on Neurodegenerative Diseases (CIBERNED), Madrid, Spain.
Hum Brain Mapp. 2019 Nov 1;40(16):4686-4702. doi: 10.1002/hbm.24730. Epub 2019 Jul 22.
Essential tremor (ET) is a neurological disease with both motor and nonmotor manifestations; however, little is known about its underlying brain basis. Furthermore, the overall organization of the brain network in ET remains largely unexplored. We investigated the topological properties of brain functional network, derived from resting-state functional magnetic resonance imaging (MRI) data, in 23 ET patients versus 23 healthy controls. Graph theory analysis was used to assess the functional network organization. At the global level, the functional network of ET patients was characterized by lower small-worldness values than healthy controls-less clustered functionality of the brain. At the regional level, compared with the healthy controls, ET patients showed significantly higher values of global efficiency, cost and degree, and a shorter average path length in the left inferior frontal gyrus (pars opercularis), right inferior temporal gyrus (posterior division and temporo-occipital part), right inferior lateral occipital cortex, left paracingulate, bilateral precuneus bilaterally, left lingual gyrus, right hippocampus, left amygdala, nucleus accumbens bilaterally, and left middle temporal gyrus (posterior part). In addition, ET patients showed significant higher local efficiency and clustering coefficient values in frontal medial cortex bilaterally, subcallosal cortex, posterior cingulate cortex, parahippocampal gyri bilaterally (posterior division), right lingual gyrus, right cerebellar flocculus, right postcentral gyrus, right inferior semilunar lobule of cerebellum and culmen of vermis. Finally, the right intracalcarine cortex and the left orbitofrontal cortex showed a shorter average path length in ET patients, while the left frontal operculum and the right planum polare showed a higher betweenness centrality in ET patients. In conclusion, the efficiency of the overall brain functional network in ET is disrupted. Further, our results support the concept that ET is a disorder that disrupts widespread brain regions, including those outside of the brain regions responsible for tremor.
特发性震颤(ET)是一种具有运动和非运动表现的神经疾病;然而,其潜在的大脑基础知之甚少。此外,ET 的大脑网络整体组织在很大程度上仍未被探索。我们研究了 23 名 ET 患者与 23 名健康对照者的静息态功能磁共振成像(MRI)数据的脑功能网络拓扑特性。使用图论分析评估功能网络的组织。在全局水平上,ET 患者的功能网络表现出较低的小世界值,即大脑的功能聚类性降低。在区域水平上,与健康对照组相比,ET 患者的左侧额下回(岛盖部)、右侧颞下回(后部分和颞枕部分)、右侧下外侧枕叶、左侧旁中央小叶、双侧扣带回、左侧舌回、右侧海马、左侧杏仁核、双侧伏隔核和左侧颞中回(后部分)的全局效率、成本和程度值显著升高,平均路径长度缩短。此外,双侧额内侧皮质、胼胝体下区、后扣带回、双侧海马旁回(后部分)、右侧舌回、右侧小脑绒球、右侧中央后回、右侧小脑下半月叶和蚓部尖部的局部效率和聚类系数值在 ET 患者中也显著升高。最后,ET 患者的右侧内距皮质和左侧眶额皮质的平均路径长度缩短,而 ET 患者的左侧额盖部和右侧岛盖部的介数中心度升高。总之,ET 患者的整体脑功能网络效率受损。此外,我们的研究结果支持 ET 是一种广泛扰乱大脑区域的疾病,包括那些与震颤无关的大脑区域。