Zhang Juanli, Villringer Arno, Nikulin Vadim V
Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
Department of Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Front Aging Neurosci. 2022 Apr 29;14:846017. doi: 10.3389/fnagi.2022.846017. eCollection 2022.
Dopaminergic medication for Parkinson's disease (PD) modulates neuronal oscillations and functional connectivity (FC) across the basal ganglia-thalamic-cortical circuit. However, the non-oscillatory component of the neuronal activity, potentially indicating a state of excitation/inhibition balance, has not yet been investigated and previous studies have shown inconsistent changes of cortico-cortical connectivity as a response to dopaminergic medication. To further elucidate changes of regional non-oscillatory component of the neuronal power spectra, FC, and to determine which aspects of network organization obtained with graph theory respond to dopaminergic medication, we analyzed a resting-state electroencephalography (EEG) dataset including 15 PD patients during OFF and ON medication conditions. We found that the spectral slope, typically used to quantify the broadband non-oscillatory component of power spectra, steepened particularly in the left central region in the ON compared to OFF condition. In addition, using lagged coherence as a FC measure, we found that the FC in the beta frequency range between centro-parietal and frontal regions was enhanced in the ON compared to the OFF condition. After applying graph theory analysis, we observed that at the lower level of topology the node degree was increased, particularly in the centro-parietal area. Yet, results showed no significant difference in global topological organization between the two conditions: either in global efficiency or clustering coefficient for measuring global and local integration, respectively. Interestingly, we found a close association between local/global spectral slope and functional network global efficiency in the OFF condition, suggesting a crucial role of local non-oscillatory dynamics in forming the functional global integration which characterizes PD. These results provide further evidence and a more complete picture for the engagement of multiple cortical regions at various levels in response to dopaminergic medication in PD.
用于治疗帕金森病(PD)的多巴胺能药物可调节基底神经节 - 丘脑 - 皮质回路中的神经元振荡和功能连接(FC)。然而,神经元活动的非振荡成分(可能指示兴奋/抑制平衡状态)尚未得到研究,并且先前的研究表明,作为对多巴胺能药物的反应,皮质 - 皮质连接的变化并不一致。为了进一步阐明神经元功率谱区域非振荡成分、FC的变化,并确定通过图论获得的网络组织的哪些方面对多巴胺能药物有反应,我们分析了一个静息态脑电图(EEG)数据集,该数据集包括15名PD患者在未用药和用药状态下的情况。我们发现,通常用于量化功率谱宽带非振荡成分的频谱斜率,与未用药状态相比,在用药状态下尤其在左侧中央区域变陡。此外,使用滞后相干作为FC测量指标,我们发现与未用药状态相比,在用药状态下中央顶叶和额叶区域之间的β频率范围内的FC增强。应用图论分析后,我们观察到在较低的拓扑水平上,节点度增加,特别是在中央顶叶区域。然而,结果显示两种状态之间在全局拓扑组织上没有显著差异:无论是在测量全局和局部整合的全局效率还是聚类系数方面。有趣的是,我们发现在未用药状态下,局部/全局频谱斜率与功能网络全局效率之间存在密切关联,这表明局部非振荡动力学在形成表征PD的功能全局整合中起着关键作用。这些结果为PD中多巴胺能药物反应时各级多个皮质区域的参与提供了进一步的证据和更完整的图景。