Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada.
Division of Neuroradiology, Joint Department of Medical Imaging at the University Health Network, Toronto Western Hospital, Toronto, Ontario, Canada.
Hum Brain Mapp. 2019 Aug 15;40(12):3647-3656. doi: 10.1002/hbm.24622. Epub 2019 May 21.
The purpose of this study was to determine the relationship between the organization of the brain connectome and cerebrovascular reactivity (CVR) in persons with white matter hyperintensities. Diffusion tensor and CVR mapping 3T MRI scans were acquired in 31 participants with white matter hyperintensities. In each participant, the connectome was assessed by reconstructing all white matter tracts with tractography and segmenting the whole brain into multiple regions. Graph theory analysis was performed to quantify how effectively tracts connected brain regions by measuring the global and local efficiency of the connectome. CVR in white matter and gray matter was correlated with the global and local efficiency of the connectome, while adjusting for age, gender, and gray matter volume. For comparison, white matter hyperintensity volume was also correlated with global and local efficiency. White matter CVR was positively correlated with the global efficiency (coefficient: 23.3, p = .005) and local efficiency (coefficient: 2850, p = .004) of the connectome. Gray matter CVR was positively correlated with the global efficiency (coefficient: 21.3, p < .001) and local efficiency (coefficient: 2670, p < .001) of the connectome. White matter hyperintensity volume was negatively correlated with global efficiency (coefficient: -0.0002, p = .003) and local efficiency (coefficient: -0.024, p = .003) of the connectome. The association between CVR and the brain connectome suggests that impaired cerebrovascular function may be part of the pathophysiology of the disruption of the brain connectome in persons with white matter hyperintensities.
本研究旨在确定脑连接组与有白质高信号的个体脑血管反应性(CVR)之间的关系。在 31 名有白质高信号的参与者中采集了弥散张量和 CVR 映射 3T MRI 扫描。在每个参与者中,通过追踪重建所有白质束并将整个大脑分割成多个区域来评估连接组。通过测量连接组的全局和局部效率来量化束有效地连接大脑区域的程度,从而进行图论分析。CVR 与白质和灰质中的全局和局部效率相关,同时调整年龄、性别和灰质体积。为了比较,白质高信号体积也与全局和局部效率相关。白质 CVR 与连接组的全局效率(系数:23.3,p=0.005)和局部效率(系数:2850,p=0.004)呈正相关。灰质 CVR 与连接组的全局效率(系数:21.3,p<0.001)和局部效率(系数:2670,p<0.001)呈正相关。白质高信号体积与全局效率(系数:-0.0002,p=0.003)和局部效率(系数:-0.024,p=0.003)呈负相关。CVR 与大脑连接组之间的关联表明,脑血管功能受损可能是有白质高信号的个体大脑连接组中断的病理生理学的一部分。