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使用概率追踪技术研究轻度 COVID-19 后嗅觉功能障碍的结构连接改变。

Altered structural connectivity in olfactory disfunction after mild COVID-19 using probabilistic tractography.

机构信息

Diagnostic Imaging Unit, Brasilia University Hospital, University of Brasilia, Darcy Ribeiro Campus, Asa Norte, Brasilia, Distrito Federal, Brazil.

Faculty of Medicine, University of Brasilia, Brasilia, Distrito Federal, Brazil.

出版信息

Sci Rep. 2023 Aug 9;13(1):12886. doi: 10.1038/s41598-023-40115-7.

Abstract

We aimed to investigate changes in olfactory bulb volume and brain network in the white matter (WM) in patients with persistent olfactory disfunction (OD) following COVID-19. A cross-sectional study evaluated 38 participants with OD after mild COVID-19 and 24 controls, including Sniffin' Sticks identification test (SS-16), MoCA, and brain magnetic resonance imaging. Network-Based Statistics (NBS) and graph theoretical analysis were used to explore the WM. The COVID-19 group had reduced olfactory bulb volume compared to controls. In NBS, COVID-19 patients showed increased structural connectivity in a subnetwork comprising parietal brain regions. Regarding global network topological properties, patients exhibited lower global and local efficiency and higher assortativity than controls. Concerning local network topological properties, patients had reduced local efficiency (left lateral orbital gyrus and pallidum), increased clustering (left lateral orbital gyrus), increased nodal strength (right anterior orbital gyrus), and reduced nodal strength (left amygdala). SS-16 test score was negatively correlated with clustering of whole-brain WM in the COVID-19 group. Thus, patients with OD after COVID-19 had relevant WM network dysfunction with increased connectivity in the parietal sensory cortex. Reduced integration and increased segregation are observed within olfactory-related brain areas might be due to compensatory plasticity mechanisms devoted to recovering olfactory function.

摘要

我们旨在研究 COVID-19 后持续性嗅觉障碍(OD)患者嗅球体积和脑白质(WM)网络的变化。一项横断面研究评估了 38 名轻度 COVID-19 后 OD 患者和 24 名对照者,包括 Sniffin' Sticks 识别测试(SS-16)、MoCA 和脑磁共振成像。采用基于网络的统计学(NBS)和图论分析来探索 WM。与对照组相比,COVID-19 组的嗅球体积减小。在 NBS 中,COVID-19 患者的顶叶脑区组成的子网络中显示出结构连接性增加。关于全局网络拓扑性质,患者的全局和局部效率低于对照组,聚类系数高于对照组。关于局部网络拓扑性质,患者的局部效率(左侧眶额回和苍白球)降低,聚类增加(左侧眶额回),节点强度增加(右侧前眶额回),节点强度降低(左侧杏仁核)。SS-16 测试得分与 COVID-19 组全脑 WM 的聚类呈负相关。因此,COVID-19 后 OD 患者存在相关的 WM 网络功能障碍,顶叶感觉皮层的连接性增加。嗅觉相关脑区的整合减少和分离增加可能是由于恢复嗅觉功能的补偿性可塑性机制所致。

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