Gabusi Ilaria, Pontillo Giuseppe, Petracca Maria, Battocchio Matteo, Bosticardo Sara, Costabile Teresa, Daducci Alessandro, Pane Chiara, Riccio Eleonora, Pisani Antonio, Brunetti Arturo, Schiavi Simona, Cocozza Sirio
Department of Computer Science, Diffusion Imaging and Connectivity Estimation (DICE) Lab, University of Verona, Verona 37134, Italy.
Department of Advanced Biomedical Sciences, University "Federico II", Naples 80131, Italy.
Brain Commun. 2022 Jul 22;4(4):fcac187. doi: 10.1093/braincomms/fcac187. eCollection 2022.
Central nervous system involvement in Fabry disease, a rare systemic X-linked lysosomal storage disorder, is characterized by the presence of heterogeneous but consistent functional and microstructural changes. Nevertheless, knowledge about the degree and extension of macro-scale brain connectivity modifications is to date missing. In this work, we performed connectomic analyses of diffusion and resting-state functional MRI to investigate changes of both structural and functional brain organization in Fabry disease, as well as to explore the relationship between the two and their clinical correlates. In this retrospective cross-sectional study, 46 patients with Fabry disease (28F, 42.2 ± 13.2years) and 49 healthy controls (21F, 42.3 ± 16.3years) were included. All subjects underwent an MRI examination including anatomical, diffusion and resting-state functional sequences. Images were processed to obtain quantitative structural and functional connectomes, where the connections between regions of interest were weighted by the total intra-axonal signal contribution of the corresponding bundle and by the correlation between blood-oxygen level-dependent time series, respectively. We explored between-group differences in terms of both global network properties, expressed with graph measures and specific connected subnetworks, identified using a network-based statistics approach. As exploratory analyses, we also investigated the possible association between cognitive performance and structural and functional connectome modifications at both global and subnetwork level in a subgroup of patients ( = 11). Compared with healthy controls, patients with Fabry disease showed a significantly reduced global efficiency ( = 0.005) and mean strength ( < 0.001) in structural connectomes, together with an increased modularity ( = 0.005) in functional networks. As for the network-based statistics analysis, a subnetwork with decreased structural connectivity in patients with Fabry disease compared with healthy controls emerged, with eight nodes mainly located at the level of frontal or deep grey-matter areas. When probing the relation between altered global network metrics and neuropsychological tests, correlations emerged between the structural and functional disruption with results at verbal and working memory tests, respectively. Furthermore, structural disruption at subnetwork level was associated with worse executive functioning, with a significant moderation effect of functional changes suggesting a compensation mechanism. Taken together, these results further expand the current knowledge about brain involvement in Fabry disease, showing widespread structural disconnection and functional reorganization, primarily sustained by loss in axonal integrity and correlating with cognitive performance.
法布里病是一种罕见的X连锁系统性溶酶体贮积症,中枢神经系统受累的特征是存在异质性但一致的功能和微观结构变化。然而,迄今为止,关于大脑宏观连接性改变的程度和范围的知识尚属空白。在这项研究中,我们对扩散加权磁共振成像(MRI)和静息态功能MRI进行了连接组分析,以研究法布里病患者大脑结构和功能组织的变化,并探讨两者之间的关系及其临床相关性。在这项回顾性横断面研究中,纳入了46例法布里病患者(28例女性,年龄42.2±13.2岁)和49名健康对照者(21例女性,年龄42.3±16.3岁)。所有受试者均接受了包括解剖、扩散加权和静息态功能序列的MRI检查。对图像进行处理以获得定量的结构和功能连接组,其中感兴趣区域之间的连接分别通过相应纤维束的轴突内信号总贡献和血氧水平依赖时间序列之间的相关性进行加权。我们通过图论指标表达的全局网络属性和使用基于网络的统计方法识别的特定连接子网来探索组间差异。作为探索性分析,我们还在一组患者(n = 11)中研究了认知表现与全局和子网水平的结构和功能连接组改变之间的可能关联。与健康对照者相比,法布里病患者的结构连接组全局效率显著降低(p = 0.005),平均强度降低(p < 0.001),同时功能网络的模块化增加(p = 0.005)。在基于网络的统计分析中,出现了一个与健康对照者相比法布里病患者结构连接性降低的子网,其中八个节点主要位于额叶或深部灰质区域水平。在探究改变的全局网络指标与神经心理学测试之间的关系时,结构和功能破坏分别与言语和工作记忆测试结果之间出现了相关性。此外,子网水平的结构破坏与更差的执行功能相关,功能变化具有显著的调节作用,提示存在一种补偿机制。综上所述,这些结果进一步扩展了目前关于法布里病大脑受累情况的认识,显示出广泛的结构断开和功能重组,主要由轴突完整性丧失所导致,并与认知表现相关。