Li Xuekun, Yan Ruifang, Yue Zheng, Zhang Meng, Ren Jipeng, Wu Baolin
Department of Magnetic Resonance, First Affiliated Hospital of Xinxiang Medical University, Weihui, China.
Front Neurosci. 2022 May 20;16:852822. doi: 10.3389/fnins.2022.852822. eCollection 2022.
Dynamic functional connectivity (FC) analysis can capture time-varying properties of connectivity; however, studies focusing on dynamic FC in patients with end-stage renal disease (ESRD) are very limited. This is the first study to explore the dynamic aspects of whole-brain FC and topological properties in ESRD patients. Resting-state functional magnetic resonance imaging data were acquired from 100 ESRD patients [50 hemodialysis (HD) patients and 50 non-dialysis patients] and 64 healthy controls (HCs). Independent component analysis, a sliding-window approach and graph-theory methods were used to study the dynamic FC properties. The intrinsic brain FC were clustered into four configuration states. Compared with HCs, both patient groups spent longer time in State 3, in which decreased FC between subnetworks of the default mode network (DMN) and between the dorsal DMN and language network was observed in these patients, and a further reduction in FC between the DMN subnetworks was found in HD patients compared to non-dialysis patients. The number of transitions and the variability of global and local efficiency progressively decreased from that in HCs to that of non-dialysis patients to that of HD patients. The completion time of Trail Making Test A and Trail Making Test B positively correlated with the mean dwell time of State 3 and negatively correlated with the number of transitions in ESRD patients. Our findings suggest impaired functional flexibility of network connections and state-specific FC disruptions in patients with ESRD, which may underlie their cognitive deficits. HD may have an adverse effect on time-varying FC.
动态功能连接(FC)分析能够捕捉连接性的时变特性;然而,聚焦于终末期肾病(ESRD)患者动态FC的研究非常有限。这是第一项探索ESRD患者全脑FC动态方面及拓扑特性的研究。从100名ESRD患者(50名血液透析患者和50名未透析患者)以及64名健康对照者(HCs)获取静息态功能磁共振成像数据。采用独立成分分析、滑动窗口方法和图论方法来研究动态FC特性。脑内固有FC被聚类为四种构型状态。与HCs相比,两组患者在状态3花费的时间更长,在该状态下,这些患者的默认模式网络(DMN)子网络之间以及背侧DMN与语言网络之间的FC降低,并且与未透析患者相比,血液透析患者的DMN子网络之间的FC进一步降低。从HCs到未透析患者再到血液透析患者,转换次数以及全局和局部效率的变异性逐渐降低。ESRD患者中,连线测验A和连线测验B的完成时间与状态3的平均停留时间呈正相关,与转换次数呈负相关。我们的研究结果表明,ESRD患者存在网络连接功能灵活性受损以及特定状态FC破坏,这可能是其认知缺陷的基础。血液透析可能对时变FC有不利影响。