Váša František, Griffa Alessandra, Scariati Elisa, Schaer Marie, Urben Sébastien, Eliez Stephan, Hagmann Patric
Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland.
Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland; Signal Processing Laboratory (LTS5), Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
Neuroimage Clin. 2015 Nov 26;10:239-49. doi: 10.1016/j.nicl.2015.11.017. eCollection 2016.
Chromosome 22q11.2 deletion syndrome (22q11DS) is a genetic disease known to lead to cerebral structural alterations, which we study using the framework of the macroscopic white-matter connectome. We create weighted connectomes of 44 patients with 22q11DS and 44 healthy controls using diffusion tensor magnetic resonance imaging, and perform a weighted graph theoretical analysis. After confirming global network integration deficits in 22q11DS (previously identified using binary connectomes), we identify the spatial distribution of regions responsible for global deficits. Next, we further characterize the dysconnectivity of the deficient regions in terms of sub-network properties, and investigate their relevance with respect to clinical profiles. We define the subset of regions with decreased nodal integration (evaluated using the closeness centrality measure) as the affected core (A-core) of the 22q11DS structural connectome. A-core regions are broadly bilaterally symmetric and consist of numerous network hubs - chiefly parietal and frontal cortical, as well as subcortical regions. Using a simulated lesion approach, we demonstrate that these core regions and their connections are particularly important to efficient network communication. Moreover, these regions are generally densely connected, but less so in 22q11DS. These specific disturbances are associated to a rerouting of shortest network paths that circumvent the A-core in 22q11DS, "de-centralizing" the network. Finally, the efficiency and mean connectivity strength of an orbito-frontal/cingulate circuit, included in the affected regions, correlate negatively with the extent of negative symptoms in 22q11DS patients, revealing the clinical relevance of present findings. The identified A-core overlaps numerous regions previously identified as affected in 22q11DS as well as in schizophrenia, which approximately 30-40% of 22q11DS patients develop.
22q11.2 染色体缺失综合征(22q11DS)是一种已知会导致大脑结构改变的遗传疾病,我们使用宏观白质连接组框架对其进行研究。我们利用扩散张量磁共振成像创建了44名22q11DS患者和44名健康对照的加权连接组,并进行加权图论分析。在确认22q11DS存在全局网络整合缺陷(先前使用二元连接组已确定)后,我们确定了导致全局缺陷的区域的空间分布。接下来,我们根据子网属性进一步表征缺陷区域的连接障碍,并研究它们与临床特征的相关性。我们将节点整合度降低的区域子集(使用接近中心性度量评估)定义为22q11DS结构连接组的受影响核心(A核心)。A核心区域大致呈双侧对称,由众多网络枢纽组成——主要是顶叶和额叶皮质以及皮质下区域。使用模拟损伤方法,我们证明这些核心区域及其连接对于高效的网络通信尤为重要。此外,这些区域通常连接紧密,但在22q11DS中连接较少。这些特定的干扰与22q11DS中绕过A核心的最短网络路径的重新路由相关,使网络“去中心化”。最后,受影响区域中包含的眶额/扣带回回路的效率和平均连接强度与22q11DS患者的阴性症状程度呈负相关,揭示了当前研究结果的临床相关性。所确定的A核心与先前在22q11DS以及精神分裂症中确定为受影响的众多区域重叠,约30 - 40%的22q11DS患者会发展为精神分裂症。