Tong Yunjie, Hocke Lia M, Lindsey Kimberly P, Erdoğan Sinem B, Vitaliano Gordana, Caine Carolyn E, Frederick Blaise deB
McLean Imaging Center, McLean HospitalBelmont, MA, USA; Department of Psychiatry, Harvard University Medical SchoolBoston, MA, USA.
McLean Imaging Center, McLean HospitalBelmont, MA, USA; Department of Radiology, University of CalgaryCalgary, AB, Canada.
Front Neurosci. 2016 Jun 30;10:313. doi: 10.3389/fnins.2016.00313. eCollection 2016.
Blood-oxygen-level dependent (BOLD) signals are widely used in functional magnetic resonance imaging (fMRI) as a proxy measure of brain activation. However, because these signals are blood-related, they are also influenced by other physiological processes. This is especially true in resting state fMRI, during which no experimental stimulation occurs. Previous studies have found that the amplitude of resting state BOLD is closely related to regional vascular density. In this study, we investigated how some of the temporal fluctuations of the BOLD signal also possibly relate to regional vascular density. We began by identifying the blood-bound systemic low-frequency oscillation (sLFO). We then assessed the distribution of all voxels based on their correlations with this sLFO. We found that sLFO signals are widely present in resting state BOLD signals and that the proportion of these sLFOs in each voxel correlates with different tissue types, which vary significantly in underlying vascular density. These results deepen our understanding of the BOLD signal and suggest new imaging biomarkers based on fMRI data, such as amplitude of low-frequency fluctuation (ALFF) and sLFO, a combination of both, for assessing vascular density.
血氧水平依赖(BOLD)信号在功能磁共振成像(fMRI)中被广泛用作脑激活的替代指标。然而,由于这些信号与血液相关,它们也受到其他生理过程的影响。在静息态fMRI中尤其如此,在此期间不发生实验性刺激。先前的研究发现,静息态BOLD的幅度与局部血管密度密切相关。在本研究中,我们调查了BOLD信号的一些时间波动如何也可能与局部血管密度相关。我们首先识别了与血液相关的全身低频振荡(sLFO)。然后,我们根据所有体素与这种sLFO的相关性评估了它们的分布。我们发现sLFO信号广泛存在于静息态BOLD信号中,并且每个体素中这些sLFO的比例与不同的组织类型相关,这些组织类型在潜在血管密度上有显著差异。这些结果加深了我们对BOLD信号的理解,并提出了基于fMRI数据的新的成像生物标志物,如低频波动幅度(ALFF)和sLFO,以及两者的组合,用于评估血管密度。