Hou Yanbing, Wei Qianqian, Ou Ruwei, Yang Jing, Gong Qiyong, Shang Huifang
Department of neurology, West China Hospital, Sichuan University, Chengdu, Sichuan, China; National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
J Neurol Sci. 2020 Jul 15;414:116861. doi: 10.1016/j.jns.2020.116861. Epub 2020 Apr 29.
Mild cognitive impairment (MCI) is common in Parkinson's disease (PD), and graph theory approaches can be performed to investigate the topographic organization in newly diagnosed drug-naïve PD patients with MCI.
We recruited PD patients with MCI (PD-MCI), PD patients with cognitive unimpaired (PD-CU), and age- and sex-matched healthy controls (HCs). Resting-state functional MRI (fMRI) whole-brain connectivity was examined, and topographic properties were measured with age, sex and education as covariates. Correlation analyses were performed between topographic features and cognitive scores.
Newly diagnosed drug-naïve PD patients and HCs presented small-world properties, and PD patients had increasing random organizations of brain networks, especially in PD patients with MCI. We also found a descending trend (HC > PD-CU > PD-MCI) in the clustering coefficient (C), characteristic path length (L) and local efficiency (E), and a rising trend (HC < PD-CU < PD-MCI) in the global efficiency (E). Only PD patients with MCI showed decreased nodal centralities in nodes of the sensorimotor network (SMN), default mode network (DMN), and the ventral anterior prefrontal cortex (vent aPFC), and increased nodal centralities in nodes of the cingulo-opercular network (CON), occipital network, and the ventral lateral prefrontal cortex (vlPFC). The increased nodal centralities in the parietal node of CON negatively correlated with cognitive scores in all PD patients.
Our results suggested that newly diagnosed drug-naïve PD patients had increasing random organizations of brain networks, especially in PD-MCI patients. Nodal changes were mainly observed in PD-MCI patients.
轻度认知障碍(MCI)在帕金森病(PD)中很常见,图论方法可用于研究新诊断的未服用过药物的MCI-PD患者的拓扑结构。
我们招募了MCI-PD患者、认知未受损的PD患者(PD-CU)以及年龄和性别匹配的健康对照(HCs)。检测静息态功能磁共振成像(fMRI)全脑连通性,并以年龄、性别和教育程度作为协变量测量拓扑特性。对拓扑特征与认知评分进行相关性分析。
新诊断的未服用过药物的PD患者和HCs呈现小世界特性,且PD患者脑网络的随机组织增加,尤其是MCI-PD患者。我们还发现聚类系数(C)、特征路径长度(L)和局部效率(E)呈下降趋势(HC>PD-CU>PD-MCI),而全局效率(E)呈上升趋势(HC<PD-CU<PD-MCI)。仅MCI-PD患者在感觉运动网络(SMN)、默认模式网络(DMN)和腹侧前额叶前皮质(vent aPFC)的节点中显示节点中心性降低,而在扣带回-岛叶网络(CON)、枕叶网络和腹外侧前额叶皮质(vlPFC)的节点中显示节点中心性增加。CON顶叶节点中增加的节点中心性与所有PD患者的认知评分呈负相关。
我们的结果表明,新诊断的未服用过药物的PD患者脑网络的随机组织增加,尤其是在MCI-PD患者中。节点变化主要在MCI-PD患者中观察到。