Xing Yi, Zhou Hao, Chen Shuoying, Wang Yajie, Ren Jingru, Cao Yiting, Li Jingzhe, Liu Weiguo
Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China.
Department of Neurology, The First People's Hospital of Yancheng, Yancheng, China.
CNS Neurosci Ther. 2025 Jan;31(1):e70198. doi: 10.1111/cns.70198.
Parkinson's disease (PD) is characterized by olfactory dysfunction (OD) and cognitive deficits at its early stages, yet the link between OD and cognitive deficits is also not well-understood. This study aims to examine the changes in the olfactory network associated with OD and their relationship with cognitive function in de novo PD patients.
A total of 116 drug-naïve PD patients and 51 healthy controls (HCs) were recruited for this study. Graph theoretical approaches were employed to reveal the abnormalities of topological characteristics in the olfactory network. Network-based statistics (NBS) analysis was employed to identify the abnormal subnetworks within the olfactory network. Moreover, partial correlation analysis and mediation analysis were performed to examine the relationship between the abnormal network metrics, olfactory function, and cognitive function.
Graph theoretical approaches revealed reduced betweenness centrality of the left insula in PD patients with OD. NBS analysis identified a disrupted subnetwork with decreased functional connectivity, primarily involving limbic regions. The average functional connectivity of this subnetwork partially mediated the relationship between olfactory and cognitive performance. Higher-granularity network analysis further highlighted the insula's key role and revealed reduced efficiency of information integration within the olfactory network.
OD was associated with specific changes in the functional olfactory network, which, in turn, affects cognitive function. These findings underscore the importance of assessing and addressing OD. Understanding the neural correlates of OD could provide novel insights into the management and comprehension of cognitive impairment in PD.
帕金森病(PD)在早期阶段具有嗅觉功能障碍(OD)和认知缺陷的特征,但OD与认知缺陷之间的联系也尚未得到充分理解。本研究旨在探讨初发PD患者中与OD相关的嗅觉网络变化及其与认知功能的关系。
本研究共招募了116例未服用过药物的PD患者和51名健康对照(HCs)。采用图论方法揭示嗅觉网络拓扑特征的异常。采用基于网络的统计(NBS)分析来识别嗅觉网络内的异常子网。此外,进行偏相关分析和中介分析,以检验异常网络指标、嗅觉功能和认知功能之间的关系。
图论方法显示,有OD的PD患者左侧岛叶的介数中心性降低。NBS分析确定了一个功能连接性降低的中断子网,主要涉及边缘区域。该子网的平均功能连接性部分介导了嗅觉和认知表现之间的关系。更高粒度的网络分析进一步突出了岛叶的关键作用,并揭示了嗅觉网络内信息整合效率的降低。
OD与功能性嗅觉网络的特定变化有关,进而影响认知功能。这些发现强调了评估和解决OD的重要性。了解OD的神经相关性可为PD认知障碍的管理和理解提供新的见解。