Vita-Salute San Raffaele University, Via Olgettina, 58, 20132, Milan, Italy.
Division of Neuroscience, San Raffaele Scientific Institute, Via Olgettina, 58, 20132, Milan, Italy.
Sci Rep. 2017 Jun 26;7(1):4256. doi: 10.1038/s41598-017-04102-z.
To explore the effects of PD pathology on brain connectivity, we characterized with an emergent computational approach the brain metabolic connectome using [18F]FDG-PET in early idiopathic PD patients. We applied whole-brain and pathology-based connectivity analyses, using sparse-inverse covariance estimation in thirty-four cognitively normal PD cases and thirty-four age-matched healthy subjects for comparisons. Further, we assessed high-order resting state networks by interregional correlation analysis. Whole-brain analysis revealed altered metabolic connectivity in PD, with local decreases in frontolateral cortex and cerebellum and increases in the basal ganglia. Widespread long-distance decreases were present within the frontolateral cortex as opposed to connectivity increases in posterior cortical regions, all suggestive of a global-scale connectivity reconfiguration. The pathology-based analyses revealed significant connectivity impairment in the nigrostriatal dopaminergic pathway and in the regions early affected by α-synuclein pathology. Notably, significant connectivity changes were present in several resting state networks especially in frontal regions. These findings expand previous imaging evidence of altered connectivity in cognitively stable PD patients by showing pathology-based connectivity changes and disease-specific metabolic architecture reconfiguration at multiple scale levels, from the earliest PD phases. These alterations go well beyond the known striato-cortical connectivity derangement supporting in vivo an extended neural vulnerability in the PD synucleinopathy.
为了探究 PD 病理对大脑连接的影响,我们采用新兴的计算方法,利用 [18F]FDG-PET 对早期特发性 PD 患者的大脑代谢连接组进行了特征描述。我们对 34 名认知正常的 PD 病例和 34 名年龄匹配的健康对照进行了全脑和基于病理的连接分析,使用稀疏逆协方差估计进行比较。此外,我们通过区域间相关分析评估了高阶静息态网络。全脑分析显示 PD 患者代谢连接发生改变,额-外侧皮质和小脑局部减少,基底节增加。额-外侧皮质存在广泛的远距离减少,而皮质后区的连接增加,这表明存在全脑范围的连接重配置。基于病理的分析显示黑质纹状体多巴胺能通路和α-突触核蛋白病理早期受累区域的连接明显受损。值得注意的是,几个静息态网络中存在显著的连接变化,尤其是在额叶区域。这些发现通过显示基于病理的连接变化和疾病特异性代谢结构在多个尺度水平上的重配置,扩展了认知稳定 PD 患者连接改变的先前影像学证据,从最早的 PD 阶段开始。这些改变远远超出了已知的纹状体-皮质连接障碍,为 PD 突触核蛋白病的体内神经易损性提供了支持。