Rotman Research Institute, Baycrest Health Sciences, Toronto, Canada.
SickKids Hospital, Toronto, Canada.
Hum Brain Mapp. 2020 Jun 1;41(8):2121-2135. doi: 10.1002/hbm.24934. Epub 2020 Feb 7.
Resting-state functional magnetic resonance imaging (rs-fMRI) is frequently used to study brain function; but, it is unclear whether BOLD-signal fluctuation amplitude and functional connectivity are associated with vascular factors, and how vascular-health factors are reflected in rs-fMRI metrics in the healthy population. As arterial stiffening is a known age-related cardiovascular risk factor, we investigated the associations between aortic stiffening (as measured using pulse-wave velocity [PWV]) and rs-fMRI metrics. We used cardiac MRI to measure aortic PWV (an established indicator of whole-body vascular stiffness), as well as dual-echo pseudo-continuous arterial-spin labeling to measure BOLD and CBF dynamics simultaneously in a group of generally healthy adults. We found that: (1) higher aortic PWV is associated with lower variance in the resting-state BOLD signal; (2) higher PWV is also associated with lower BOLD-based resting-state functional connectivity; (3) regions showing lower connectivity do not fully overlap with those showing lower BOLD variance with higher PWV; (4) CBF signal variance is a significant mediator of the above findings, only when averaged across regions-of-interest. Furthermore, we found no significant association between BOLD signal variance and systolic blood pressure, which is also a known predictor of vascular stiffness. Age-related vascular stiffness, as measured by PWV, provides a unique scenario to demonstrate the extent of vascular bias in rs-fMRI signal fluctuations and functional connectivity. These findings suggest that a substantial portion of age-related rs-fMRI differences may be driven by vascular effects rather than directly by brain function.
静息态功能磁共振成像(rs-fMRI)常用于研究大脑功能;但目前尚不清楚 BOLD 信号波动幅度和功能连接是否与血管因素有关,以及血管健康因素如何在健康人群的 rs-fMRI 指标中反映出来。由于动脉僵硬度是已知的与年龄相关的心血管危险因素,因此我们研究了主动脉僵硬度(通过脉搏波速度[PWV]测量)与 rs-fMRI 指标之间的相关性。我们使用心脏 MRI 测量主动脉 PWV(全身血管僵硬的既定指标),并使用双回波伪连续动脉自旋标记同时测量一组健康成年人的 BOLD 和 CBF 动力学。我们发现:(1)较高的主动脉 PWV 与静息状态 BOLD 信号的方差降低有关;(2)较高的 PWV 也与基于 BOLD 的静息状态功能连接降低有关;(3)连接性降低的区域与 PWV 较高时 BOLD 方差降低的区域不完全重叠;(4)CBF 信号方差是上述发现的一个重要中介物,但仅在感兴趣区域平均时才如此。此外,我们发现 BOLD 信号方差与收缩压之间没有显著相关性,收缩压也是血管僵硬的已知预测因子。PWV 测量的年龄相关血管僵硬为 rs-fMRI 信号波动和功能连接中的血管偏倚程度提供了一个独特的例证。这些发现表明,与年龄相关的 rs-fMRI 差异的很大一部分可能是由血管效应驱动的,而不是直接由大脑功能驱动的。