Vasireddi Anil K, Vazquez Alberto L, Whitney David E, Fukuda Mitsuhiro, Kim Seong-Gi
1 Department of Radiology, University of Pittsburgh , Pittsburgh, Pennsylvania.
2 Physician Scientist Training Program, School of Medicine, University of Pittsburgh , Pittsburgh, Pennsylvania.
Brain Connect. 2016 Oct;6(8):596-606. doi: 10.1089/brain.2015.0414. Epub 2016 Sep 7.
Resting-state functional magnetic resonance imaging has been increasingly used for examining connectivity across brain regions. The spatial scale by which hemodynamic imaging can resolve functional connections at rest remains unknown. To examine this issue, deoxyhemoglobin-weighted intrinsic optical imaging data were acquired from the visual cortex of lightly anesthetized ferrets. The neural activity of orientation domains, which span a distance of 0.7-0.8 mm, has been shown to be correlated during evoked activity and at rest. We performed separate analyses to assess the degree to which the spatial and temporal characteristics of spontaneous hemodynamic signals depend on the known functional organization of orientation columns. As a control, artificial orientation column maps were generated. Spatially, resting hemodynamic patterns showed a higher spatial resemblance to iso-orientation maps than artificially generated maps. Temporally, a correlation analysis was used to establish whether iso-orientation domains are more correlated than orthogonal orientation domains. After accounting for a significant decrease in correlation as a function of distance, a small but significant temporal correlation between iso-orientation domains was found, which decreased with increasing difference in orientation preference. This dependence was abolished when using artificially synthetized orientation maps. Finally, the temporal correlation coefficient as a function of orientation difference at rest showed a correspondence with that calculated during visual stimulation suggesting that the strength of resting connectivity is related to the strength of the visual stimulation response. Our results suggest that temporal coherence of hemodynamic signals measured by optical imaging of intrinsic signals exists at a submillimeter columnar scale in resting state.
静息态功能磁共振成像越来越多地用于检查大脑区域之间的连接性。血流动力学成像能够解析静息状态下功能连接的空间尺度仍不清楚。为了研究这个问题,我们从轻度麻醉的雪貂视觉皮层获取了脱氧血红蛋白加权的内在光学成像数据。已经表明,跨度为0.7 - 0.8毫米的方向域的神经活动在诱发活动期间和静息状态下是相关的。我们进行了单独的分析,以评估自发血流动力学信号的空间和时间特征在多大程度上依赖于已知的方向柱功能组织。作为对照,生成了人工方向柱图。在空间上,静息血流动力学模式与同方向图的空间相似性高于人工生成的图。在时间上,使用相关性分析来确定同方向域是否比正交方向域更相关。在考虑到相关性随距离显著降低后,发现同方向域之间存在小但显著的时间相关性,且这种相关性随着方向偏好差异的增加而降低。当使用人工合成的方向图时,这种依赖性消失。最后,静息状态下时间相关系数作为方向差异的函数与视觉刺激期间计算的结果相对应,这表明静息连接强度与视觉刺激反应强度相关。我们的结果表明,在静息状态下,通过内在信号的光学成像测量的血流动力学信号的时间相干性存在于亚毫米柱状尺度上。