Department of Psychology.
Institute on Aging and Lifelong Health.
Neuroreport. 2021 Sep 8;32(13):1100-1105. doi: 10.1097/WNR.0000000000001702.
Exercise interventions have emerged as a promising approach for managing symptoms associated with multiple sclerosis (MS). However, changes in brain function underlying exercise-related improvements in symptoms of MS have not been fully investigated, and in no instances have they been investigated using a graph theory approach. For the first time, the effects of an exercise intervention on functional brain network connectivity were examined using graph theory analyses of resting-state functional MRI (fMRI) data among individuals with relapsing-remitting MS (RRMS).
Resting-state fMRI data were obtained from 10 participants before and after 12 weeks of a speeded walking intervention. Functional connectivity data were preprocessed in Data Processing Assistant for Resting-State fMRI Advanced (DPARSF A version 4.2) and analyzed in GraphVar2.02 to compute global and local graph theory metrics. To examine differences in graph metrics before and after the intervention, one-sample permutation tests were performed.
There were no significant pre to post exercise intervention changes in global metrics. Changes in local metrics (i.e. clustering coefficient, local efficiency, degree centrality and betweenness centrality) were mixed, with both increases and decreases observed.
Following a 12-week speeded walking exercise intervention, there were no significant increases or decreases in global graph metrics and results at the level of local metrics were equivocal in individuals with RRMS. Further research with experimental designs that include baseline and longitudinal follow-up, as well as larger sample sizes, is needed to understand the underlying mechanisms of symptom improvement following exercise in RRMS.
运动干预已成为一种有前途的方法,可以用于管理多发性硬化症(MS)相关症状。然而,运动相关改善 MS 症状的脑功能变化尚未得到充分研究,在任何情况下,都没有使用图论方法进行研究。首次使用静息态功能磁共振成像(rs-fMRI)的图论分析,研究了一种运动干预对复发缓解型多发性硬化症(RRMS)个体功能脑网络连通性的影响。
从 10 名 RRMS 患者在进行 12 周加速步行干预前后获得静息态 fMRI 数据。在 Data Processing Assistant for Resting-State fMRI Advanced (DPARSF A version 4.2) 中预处理功能连接数据,并在 GraphVar2.02 中分析,以计算全局和局部图论度量。为了检验干预前后图论度量的差异,进行了单样本置换检验。
在运动干预前后,全局度量没有显著变化。局部度量(即聚类系数、局部效率、度中心度和介数中心度)的变化是混合的,观察到既有增加也有减少。
在进行 12 周加速步行运动干预后,RRMS 患者的全局图论度量没有显著增加或减少,局部度量的结果也不确定。需要进一步进行具有基线和纵向随访的实验设计以及更大样本量的研究,以了解 RRMS 患者运动后症状改善的潜在机制。