Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.
J Neurosci Res. 2023 Nov;101(11):1711-1727. doi: 10.1002/jnr.25230. Epub 2023 Jul 19.
White matter hyperintensities (WMHs) of presumed vascular origin are important imaging biomarkers of cerebral small vessel disease (CSVD). Previous studies have verified abnormal functional brain networks in CSVD. However, most of these studies rely on static functional connectivity, and only a few focus on the varying severity of the WMHs. Hence, our study primarily explored the disrupted dynamic functional network connectivity (dFNC) and topological organization variance in patients with WMHs. This study included 38 patients with moderate WMHs, 47 with severe WMHs, and 68 healthy controls (HCs). Ten independent components were chosen using independent component analysis based on resting-state functional magnetic resonance imaging. The dFNC of each participant was estimated using sliding windows and k-means clustering. We identified three reproducible dFNC states. Among them, patients with WMHs had a significantly higher occurrence in the sparsely connected State 1, but a lower occurrence and shorter duration in the positive and stronger connected State 3. Regarding topological organization variance, patients with WMHs showed higher variance in local efficiency but not global efficiency compared to HCs. Among the WMH subgroups, patients with severe WMHs showed similar but more obvious alterations than those with moderate WMHs. These altered network characteristics indicated an imbalance between the functional segregation and integration of brain networks, which was correlated with global cognition, memory, executive functions, and visuospatial abilities. Our study confirmed aberrant dFNC state metrics and topological organization variance in patients with moderate-to-severe WMHs; thus, it might provide a new pathway for exploring the pathogenesis of cognitive impairment.
脑白质高信号(WMHs)被认为是脑小血管病(CSVD)的重要影像学标志物。先前的研究已经证实了 CSVD 患者的大脑功能网络存在异常。然而,这些研究大多依赖于静态功能连接,只有少数研究关注 WMH 严重程度的变化。因此,我们的研究主要探讨了 WMH 患者大脑动态功能网络连接(dFNC)和拓扑组织变异性的变化。该研究纳入了 38 例中重度 WMH 患者、47 例重度 WMH 患者和 68 名健康对照者(HCs)。基于静息态功能磁共振成像,我们使用独立成分分析选择了 10 个独立成分。使用滑动窗口和 k-均值聚类来估计每个参与者的 dFNC。我们确定了三种可重复的 dFNC 状态。其中,WMH 患者稀疏连接的状态 1出现的频率明显更高,但正连接且连接更强的状态 3出现的频率更低且持续时间更短。在拓扑组织变异性方面,与 HCs 相比,WMH 患者的局部效率变异性更高,但全局效率变异性无差异。在 WMH 亚组中,重度 WMH 患者与中度 WMH 患者相比,表现出相似但更为明显的改变。这些改变的网络特征表明大脑网络的功能分离和整合之间存在不平衡,与整体认知、记忆、执行功能和视空间能力相关。我们的研究证实了中重度 WMH 患者存在异常的 dFNC 状态指标和拓扑组织变异性,这可能为探索认知障碍的发病机制提供了新的途径。