Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, 89106, USA.
Cleveland Clinic Lou Ruvo Center for Brain Health, Las Vegas, NV, 89106, USA; University of Colorado, Boulder, CO, 80309, USA.
Parkinsonism Relat Disord. 2019 May;62:3-9. doi: 10.1016/j.parkreldis.2019.02.001. Epub 2019 Feb 7.
The aim of the study was to identify abnormalities of whole-brain network functional organization and their relation to clinical measures in a well-characterized, multi-site cohort of very early-stage, drug-naïve Parkinson's Disease (PD) patients.
Functional-MRI data for 16 healthy controls and 20 very early-stage, drug-naïve patients with PD were obtained from the Parkinson's Progression Markers Initiative database after controlling for strict inclusion/exclusion imaging criteria. Connectivity between regions of interest was estimated using Pearson's correlation between averaged time-series, and subsequently a connectivity matrix was obtained for each subject. These connectivity matrices were then used in an unbiased, whole-brain graph theoretical approach to investigate the functional connectome and its correlation with disease severity in very early PD.
The current study revealed altered network topology which correlated with multiple clinical measures in very early drug-naïve PD. Decreased functional segregation and integration (both globally and locally) were evident in PD. Importantly, our results demonstrated that most of the cortical regions hypothesized to be involved early in PD manifested decreased graph theoretical measures, despite utilizing a whole-brain analytic approach that is free from prior assumptions regarding cortical region involvement.
Graph theoretical investigation of very early drug-naïve PD revealed disrupted topological organization. These findings are evident in a stringently homogeneous group of very early-stage, medication-naive, and non-tremor dominant PD patients by using a whole-brain unbiased approach. These results provide an important unbiased and rigorously controlled baseline for understanding further studies of PD functional connectivity investigating response to treatment, symptom development, and disease progression.
本研究旨在确定整个大脑网络功能组织的异常及其与临床指标的关系,研究对象为特征明确的、多地点的、未经药物治疗的早期帕金森病(PD)患者队列。
在严格控制纳入/排除成像标准后,从帕金森病进展标志物倡议数据库中获取了 16 名健康对照者和 20 名未经药物治疗的早期 PD 患者的功能磁共振成像数据。使用 Pearson 相关系数对感兴趣区域之间的连接进行了估计,然后为每个受试者获得了一个连接矩阵。这些连接矩阵随后被用于无偏的全脑图论方法,以研究非常早期 PD 中的功能连接组及其与疾病严重程度的相关性。
目前的研究揭示了改变的网络拓扑结构,它与非常早期的未经药物治疗的 PD 中的多个临床指标相关。在 PD 中,功能分离和整合(全局和局部)均降低。重要的是,我们的结果表明,尽管使用了一种不受皮质区域参与的先验假设的全脑分析方法,但大多数被认为与 PD 早期相关的皮质区域的图论测量值都降低了。
对未经药物治疗的非常早期 PD 的图论研究揭示了拓扑组织的破坏。这些发现存在于一组严格同质的、未经药物治疗的、非震颤主导的早期 PD 患者中,使用了一种无偏的全脑方法。这些结果为进一步研究 PD 功能连接提供了一个重要的无偏和严格控制的基线,以研究对治疗的反应、症状发展和疾病进展。