University of Bordeaux, Bordeaux, France; Inserm U1215 - Neurocentre Magendie, Bordeaux, France.
CHU Pellegrin Bordeaux, Bordeaux, France.
Mult Scler. 2021 Apr;27(4):559-567. doi: 10.1177/1352458520971807. Epub 2020 Dec 7.
The relationship between structural and functional deficits in multiple sclerosis (MS) is unclear.
This study explored structure-function relationships during the 5 years following a clinically isolated syndrome and their role in cognitive performance.
Thirty-two patients were enrolled after their first neurological episode suggestive of MS and followed for 5 years, along with 10 matched healthy controls. We assessed structural (using diffusion tensor imaging) and functional (using resting-state functional magnetic resonance imaging (fMRI)) brain network metrics, clinical and cognitive scores at each follow-up visit. Structural-functional coupling, calculated as the correlation coefficient between strengths of structural and functional networks, was used to assess structure-function relationships.
Structural clustering coefficient was significantly increased after 5 years, whereas characteristic path length decreased. Structural connections decreased after 1 year and increased after 5 years. Functional connections and related path lengths were decreased after 5 years. Structural-functional coupling had increased significantly after 5 years. This structural-functional coupling was associated with cognitive and clinical evolution, with stronger coupling associated with a decline in both domains.
Our findings provide novel biological evidence that MS leads to a more constrained anatomical-dependant functional connectivity. The collapse of this network seems to lead to both cognitive worsening and clinical disability.
多发性硬化症(MS)中结构和功能缺陷之间的关系尚不清楚。
本研究旨在探讨临床孤立综合征后 5 年内的结构-功能关系及其对认知表现的作用。
32 名患者在首次出现提示 MS 的神经发作后入组,并随访 5 年,同时纳入 10 名匹配的健康对照者。我们在每次随访时评估结构(使用弥散张量成像)和功能(使用静息态功能磁共振成像(fMRI))脑网络指标、临床和认知评分。结构-功能耦合(通过结构和功能网络强度之间的相关系数来计算)用于评估结构-功能关系。
5 年后结构聚类系数显著增加,而特征路径长度降低。结构连接在 1 年后减少,5 年后增加。功能连接和相关路径长度在 5 年后减少。结构-功能耦合在 5 年后显著增加。这种结构-功能耦合与认知和临床演变有关,较强的耦合与两个领域的下降有关。
我们的发现提供了新的生物学证据,表明 MS 导致更受约束的解剖依赖性功能连接。该网络的崩溃似乎导致认知恶化和临床残疾。