Sun H, Seres P, Wilman A H
Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada.
NMR Biomed. 2017 Apr;30(4). doi: 10.1002/nbm.3619. Epub 2016 Sep 30.
Standard functional MRI (fMRI), which includes resting-state or paradigm-driven designs, is widely used in studies of brain function, aging, and disease. These fMRI studies typically use two-dimensional gradient echo-planar imaging, which inherently contains phase data that enables quantitative susceptibility mapping (QSM). This work focuses on the dual value of QSM within fMRI studies, by providing both a localized analysis of functional changes in activated tissue, and iron-sensitive structural maps in deep grey matter (DGM). Using a visual paradigm fMRI study on healthy volunteers at clinical (1.5 T) and high field strength (4.7 T), we perform functional analysis of magnitude and QSM time series, and at the same time harness structural QSM of iron-rich DGM, including globus pallidus, putamen, caudate head, substantia nigra, and red nucleus. The effects of fMRI spatial resolution and time series variation on structural DGM QSM are investigated. Our results indicate that structural DGM QSM is feasible within existing fMRI studies, provided that the voxel dimensions are equal to or less than 3 mm, with higher resolutions preferred. The mean DGM QSM values were about 40 to 220 ppb, while the interquartile ranges of the DGM QSM time series varied from about 3 to 9 ppb, depending on structure and resolution. In contrast, the peak voxel functional QSM (fQSM) changes in activated visual cortex ranged from about -10 to -30 ppb, and functional clusters were consistently smaller on QSM than magnitude fMRI. Mean-level DGM QSM of the time series was successfully extracted in all cases, while fQSM results were more prone to residual background fields and showed less functional change compared with standard magnitude fMRI. Under the conditions prescribed, standard fMRI studies may be used for robust mean-level DGM QSM, enabling study of DGM iron accumulation, in addition to functional analysis. Copyright © 2016 John Wiley & Sons, Ltd.
标准功能磁共振成像(fMRI),包括静息态或范式驱动设计,广泛应用于脑功能、衰老和疾病的研究。这些fMRI研究通常使用二维梯度回波平面成像,其本身包含能够进行定量磁化率映射(QSM)的相位数据。这项工作聚焦于fMRI研究中QSM的双重价值,它既能对激活组织中的功能变化进行局部分析,又能提供深部灰质(DGM)中铁敏感的结构图谱。通过对临床场强(1.5 T)和高场强(4.7 T)下的健康志愿者进行视觉范式fMRI研究,我们对幅值和QSM时间序列进行功能分析,同时利用富含铁的DGM的结构QSM,包括苍白球、壳核、尾状核头、黑质和红核。研究了fMRI空间分辨率和时间序列变化对结构DGM QSM的影响。我们的结果表明,在现有的fMRI研究中进行结构DGM QSM是可行的,前提是体素尺寸等于或小于3毫米,更高的分辨率更佳。DGM QSM的平均数值约为40至220 ppb,而DGM QSM时间序列的四分位间距根据结构和分辨率的不同约为3至9 ppb。相比之下,激活的视觉皮层中体素功能QSM(fQSM)的峰值变化范围约为-10至-30 ppb,且与幅值fMRI相比,QSM上的功能簇始终较小。在所有情况下均成功提取了时间序列的平均水平DGM QSM,而与标准幅值fMRI相比,fQSM结果更容易受到残留背景场的影响,且功能变化较小。在规定的条件下,标准fMRI研究可用于可靠的平均水平DGM QSM,除功能分析外,还能研究DGM铁蓄积。版权所有© 2016约翰威立父子有限公司。