Akbar Nadine, Giorgio Antonio, Till Christine, Sled John G, Doesburg Sam M, De Stefano Nicola, Banwell Brenda
Neurosciences and Mental Health Program, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada.
Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada.
PLoS One. 2016 Jan 5;11(1):e0145906. doi: 10.1371/journal.pone.0145906. eCollection 2016.
Reduced white matter (WM) integrity is a fundamental aspect of pediatric multiple sclerosis (MS), though relations to resting-state functional MRI (fMRI) connectivity remain unknown. The objective of this study was to relate diffusion-tensor imaging (DTI) measures of WM microstructural integrity to resting-state network (RSN) functional connectivity in pediatric-onset MS to test the hypothesis that abnormalities in RSN reflects changes in structural integrity.
This study enrolled 19 patients with pediatric-onset MS (mean age = 19, range 13-24 years, 14 female, mean disease duration = 65 months, mean age of disease onset = 13 years) and 16 age- and sex-matched healthy controls (HC). All subjects underwent 3.0T anatomical and functional MRI which included DTI and resting-state acquisitions. DTI processing was performed using Tract-Based Spatial Statistics (TBSS). RSNs were identified using Independent Components Analysis, and a dual regression technique was used to detect between-group differences in the functional connectivity of RSNs. Correlations were investigated between DTI measures and RSN connectivity.
Lower fractional anisotropy (FA) was observed in the pediatric-onset MS group compared to HC group within the entire WM skeleton, and particularly the corpus callosum, posterior thalamic radiation, corona radiata and sagittal stratum (all p < .01, corrected). Relative to HCs, MS patients showed higher functional connectivity involving the anterior cingulate cortex and right precuneus of the default-mode network, as well as involving the anterior cingulate cortex and left middle frontal gyrus of the frontoparietal network (all p < .005 uncorrected, k≥30 voxels). Higher functional connectivity of the right precuneus within the default-mode network was associated with lower FA of the entire WM skeleton (r = -.525, p = .02), genu of the corpus callosum (r = -.553, p = .014), and left (r = -.467, p = .044) and right (r = -.615, p = .005) sagittal stratum.
Loss of WM microstructural integrity is associated with increased resting-state functional connectivity in pediatric MS, which may reflect a diffuse and potentially compensatory activation early in MS.
白质(WM)完整性降低是儿童多发性硬化症(MS)的一个基本特征,但其与静息态功能磁共振成像(fMRI)连接性之间的关系尚不清楚。本研究的目的是将WM微观结构完整性的扩散张量成像(DTI)测量结果与儿童期MS的静息态网络(RSN)功能连接性相关联,以检验RSN异常反映结构完整性变化的假设。
本研究纳入了19例儿童期MS患者(平均年龄=19岁,范围13 - 24岁,14名女性,平均病程=65个月,平均发病年龄=13岁)和16名年龄及性别匹配的健康对照(HC)。所有受试者均接受了3.0T解剖和功能磁共振成像检查,包括DTI和静息态采集。DTI处理采用基于纤维束的空间统计学(TBSS)。使用独立成分分析识别RSN,并采用双重回归技术检测RSN功能连接性的组间差异。研究了DTI测量结果与RSN连接性之间的相关性。
与HC组相比,儿童期MS组在整个WM骨架内,尤其是胼胝体、丘脑后辐射、放射冠和矢状层中观察到较低的各向异性分数(FA)(所有p <.01,校正后)。相对于HC,MS患者在默认模式网络中涉及前扣带回皮质和右楔前叶,以及额顶叶网络中涉及前扣带回皮质和左额中回的功能连接性更高(所有p <.005,未校正,k≥30体素)。默认模式网络中右楔前叶的较高功能连接性与整个WM骨架的较低FA(r = -.525,p =.02)、胼胝体膝部(r = -.553,p =.014)以及左(r = -.467,p =.044)和右(r = -.615,p =.005)矢状层相关。
儿童MS中WM微观结构完整性的丧失与静息态功能连接性增加有关,这可能反映了MS早期的弥漫性和潜在的代偿性激活。