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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:用动脉旋转标记灌注MRI测量脑函数可靠性,性状特异性和网络连通性的静止状态条件的影响

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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:休息状态FMRI(RS-FMRI)提供任务无关的大脑功能的成像生物标志物,其可以与临床变量相关联或通过行为训练或药理操纵的干预措施进行调制。这些生物标志物包括使用动脉旋转标记(ASL)灌注MRI测量的区域脑血流(CBF)的时间平均的区域脑功能,并在脑网络上与ASL或血氧血液氧化水平相关(粗体)FMRI相关的功能波动。休息状态研究通常使用几种规定的状态条件之一进行,例如闭孔(EC),眼睛打开(EO),或在横发(修复)上的视觉固定,这可能影响可靠性和特异性RS-FMRI。在这项研究中,我们在4休息状态任务条件期间收集了测试 - 重新测试ASL MRI数据:EC,EO,FIX和PVT(低频精神接受警察任务),并检查了这些任务条件对可靠性和再现性的影响作为区域大脑功能的特异性。我们还在修复下获取了休息状态粗体FMRI,并比较了四个ASL条件和粗体修复条件之间的网络连接可靠性。对于休息状态ASL数据,EC提供了最高的CBF可靠性,再现性,特质特异性以及网络连接可靠性,其次是EO,而修复在所有这些措施中最低。 PVT表现出比EO和EC的CBF可靠性,再现性和特异性降低。整体网络连接可靠性与ASL和粗体之间的可比性相当。我们的研究结果证实了ASL CBF作为休息状态区域脑功能的可靠,稳定和一致的衡量标准,并支持在固定和PVT上使用EC或EO作为静止状态条件。

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