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无标度功能性脑网络在帕金森病患者接受多巴胺能治疗后表现出连接性增加、整合性增强且分离性降低。

Scale-Free Functional Brain Networks Exhibit Increased Connectivity, Are More Integrated and Less Segregated in Patients with Parkinson's Disease following Dopaminergic Treatment.

作者信息

Stylianou Orestis, Kaposzta Zalan, Czoch Akos, Stefanovski Leon, Yabluchanskiy Andriy, Racz Frigyes Samuel, Ritter Petra, Eke Andras, Mukli Peter

机构信息

Department of Physiology, Semmelweis University, 1094 Budapest, Hungary.

Institute of Translational Medicine, Semmelweis University, 1094 Budapest, Hungary.

出版信息

Fractal Fract. 2022 Dec;6(12). doi: 10.3390/fractalfract6120737. Epub 2022 Dec 13.

Abstract

Dopaminergic treatment (DT), the standard therapy for Parkinson's disease (PD), alters the dynamics of functional brain networks at specific time scales. Here, we explore the scale-free functional connectivity (FC) in the PD population and how it is affected by DT. We analyzed the electroencephalogram of: (i) 15 PD patients during DT (ON) and after DT washout (OFF) and (ii) 16 healthy control individuals (HC). We estimated FC using bivariate focus-based multifractal analysis, which evaluated the long-term memory and multifractal strength of the connections. Subsequent analysis yielded network metrics (node degree, clustering coefficient and path length) based on FC estimated by or . Cognitive performance was assessed by the Mini Mental State Examination (MMSE) and the North American Adult Reading Test (NAART). The node degrees of the networks were significantly higher in ON, compared to OFF and HC, while clustering coefficient and path length significantly decreased. No alterations were observed in the networks. Significant positive correlations were also found between the metrics of networks and NAART scores in the HC group. These results demonstrate that DT alters the multifractal coupled dynamics in the brain, warranting the investigation of scale-free FC in clinical and pharmacological studies.

摘要

多巴胺能治疗(DT)是帕金森病(PD)的标准疗法,它会在特定时间尺度上改变功能性脑网络的动力学。在此,我们探讨PD患者群体中的无标度功能连接(FC)及其如何受到DT的影响。我们分析了以下人群的脑电图:(i)15名PD患者在接受DT治疗期间(开期)和DT洗脱后(关期)的脑电图,以及(ii)16名健康对照个体(HC)的脑电图。我们使用基于双变量焦点的多重分形分析来估计FC,该分析评估连接的长期记忆和多重分形强度。随后的分析基于由或估计的FC得出网络指标(节点度、聚类系数和路径长度)。通过简易精神状态检查表(MMSE)和北美成人阅读测试(NAART)评估认知表现。与关期和HC相比,开期时网络的节点度显著更高,而聚类系数和路径长度显著降低。在网络中未观察到改变。在HC组中,网络指标与NAART分数之间也发现了显著的正相关。这些结果表明,DT会改变大脑中的多重分形耦合动力学,这使得在临床和药理学研究中对无标度FC进行研究很有必要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cafc/10723163/6e2e1980a4e2/nihms-1904669-f0004.jpg

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