Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy/.
Mult Scler. 2024 Apr;30(4-5):546-557. doi: 10.1177/13524585241231155. Epub 2024 Feb 19.
In MS, functional connectivity (FC) dynamism may influence disease evolution.
The objective is to assess time-varying functional connectivity (TVFC) changes over time at 2.5-year follow-up in MS patients according to physical and cognitive worsening.
We collected 3T magnetic resonance imaging (MRI) for TVFC assessment (performed using sliding-window analysis of centrality) and clinical evaluations at baseline and 2.5-year follow-up from 28 healthy controls and 129 MS patients. Of these, 79 underwent baseline and follow-up neuropsychological assessment. At 2.5 years, physical/cognitive worsening was defined according to disability/neuropsychological score changes.
At follow-up, 25/129 (19.3%) MS patients worsened physically and 14/79 (17.7%) worsened cognitively. At baseline, MS patients showed reduced TVFC versus controls. At 2.5-year follow-up, no TVFC changes were detected in controls. Conversely, TVFC decreased over time in parieto-temporal regions in stable MS patients and in default-mode network in worsened MS. In physically worsened MS, basal ganglia TVFC reductions were also found. Reduced TVFC over time in the putamen in physically worsened and reduced TVFC in the precuneus in cognitively worsened were significant versus stable MS.
At 2.5-year follow-up, default-mode network TVFC reductions were found in worsening MS. Moreover, reduced deep gray matter TVFC characterized physically worsened patients, whereas precuneus involvement characterized cognitively worsened MS patients.
在多发性硬化症(MS)中,功能连接(FC)的动态变化可能会影响疾病的进展。
本研究旨在根据身体和认知功能恶化的情况,评估 MS 患者在 2.5 年随访时的时变功能连接(TVFC)变化。
我们收集了 28 名健康对照者和 129 名 MS 患者的 3T 磁共振成像(MRI)用于 TVFC 评估(使用中心性滑动窗口分析进行)和临床评估,这些患者在基线和 2.5 年随访时进行了评估。其中,79 名患者进行了基线和随访时的神经心理学评估。在 2.5 年后,根据残疾/神经心理学评分的变化定义身体/认知功能恶化。
在随访时,129 名 MS 患者中有 25 名(19.3%)身体功能恶化,79 名中有 14 名(17.7%)认知功能恶化。在基线时,MS 患者的 TVFC 低于对照组。在 2.5 年随访时,对照组没有发现 TVFC 的变化。相反,稳定 MS 患者的顶颞区和默认模式网络的 TVFC 随时间逐渐降低,恶化 MS 患者的 TVFC 也逐渐降低。在身体功能恶化的 MS 患者中,基底节 TVFC 也出现了降低。在身体功能恶化的 MS 患者中,与稳定 MS 相比,纹状体 TVFC 随时间的降低,以及在认知功能恶化的 MS 患者中,楔前叶 TVFC 随时间的降低是显著的。
在 2.5 年随访时,恶化 MS 患者的默认模式网络 TVFC 降低。此外,深部灰质 TVFC 的降低特征性地出现在身体功能恶化的患者中,而楔前叶的参与则特征性地出现在认知功能恶化的 MS 患者中。