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Effects of resting state condition on reliability trait specificity and network connectivity of brain function measured with arterial spin labeled perfusion MRI

机译:静止状态条件对动脉自旋标记灌注MRI测量的可靠性性状特异性和脑功能网络连通性的影响

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摘要

Resting state fMRI (rs-fMRI) provides imaging biomarkers of task-independent brain function that can be associated with clinical variables or modulated by interventions such as behavioral training or pharmacological manipulations. These biomarkers include time-averaged regional brain function as manifested by regional cerebral blood flow (CBF) measured using arterial spin labeled (ASL) perfusion MRI and correlated temporal fluctuations of function across brain networks with either ASL or blood oxygenation level dependent (BOLD) fMRI. Resting-state studies are typically carried out using just one of several prescribed state conditions such as eyes closed (EC), eyes open (EO), or visual fixation on a cross-hair (FIX), which may affect the reliability and specificity of rs-fMRI. In this study, we collected test-retest ASL MRI data during 4 resting-state task conditions: EC, EO, FIX and PVT (low-frequency psychomotor vigilance task), and examined the effects of these task conditions on reliability and reproducibility as well as trait specificity of regional brain function. We also acquired resting-state BOLD fMRI under FIX and compared the network connectivity reliabilities between the four ASL conditions and the BOLD FIX condition. For resting-state ASL data, EC provided the highest CBF reliability, reproducibility, trait specificity, and network connectivity reliability, followed by EO, while FIX was lowest on all of these measures. PVT demonstrated lower CBF reliability, reproducibility and trait specificity than EO and EC. Overall network connectivity reliability was comparable between ASL and BOLD. Our findings confirm ASL CBF as a reliable, stable, and consistent measure of resting-state regional brain function and support the use of EC or EO over FIX and PVT as the resting-state condition.
机译:静止状态功能磁共振成像(rs-fMRI)提供了与任务无关的脑功能的成像生物标志物,这些标志物可以与临床变量相关联,也可以通过行为训练或药理操作等干预手段进行调节。这些生物标志物包括局部时间平均的区域脑功能,表现为使用动脉自旋标记(ASL)灌注MRI测量的区域脑血流量(CBF)以及与ASL或血液氧合水平依赖性(BOLD)fMRI相关的整个大脑网络功能的时间波动。静息状态研究通常仅使用几种规定的状态条件中的一种进行,例如闭眼(EC),睁眼(EO)或十字准线(FIX)上的视觉固定,这可能会影响固定状态的可靠性和特异性。磁共振成像在这项研究中,我们收集了在4种静止状态任务条件下的重测ASL MRI数据:EC,EO,FIX和PVT(低频心理运动警惕任务),并检查了这些任务条件对可靠性和可重复性的影响作为区域脑功能的特质特异性。我们还获得了FIX下的静止状态BOLD fMRI,并比较了四种ASL条件和BOLD FIX条件之间的网络连接可靠性。对于静止状态的ASL数据,EC提供了最高的CBF可靠性,可重复性,特征特异性和网络连接可靠性,其次是EO,而FIX在所有这些方法中均最低。 PVT表现出比EO和EC低的CBF可靠性,可重复性和性状特异性。总体网络连接可靠性在ASL和BOLD之间是可比的。我们的研究结果证实ASL CBF是一种可靠,稳定且一致的静息状态区域大脑功能指标,并支持使用FIX和PVT代替EC或EO作为静息状态。

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