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功能定量磁化率成像(fQSM)。

Functional quantitative susceptibility mapping (fQSM).

作者信息

Balla Dávid Z, Sanchez-Panchuelo Rosa M, Wharton Samuel J, Hagberg Gisela E, Scheffler Klaus, Francis Susan T, Bowtell Richard

机构信息

High-Field MR Centre, Max-Planck-Institute for Biological Cybernetics, Tübingen, Germany; Sir Peter Mansfield Magnetic Resonance Centre, School of Physics and Astronomy, University of Nottingham, Nottingham, United Kingdom.

Sir Peter Mansfield Magnetic Resonance Centre, School of Physics and Astronomy, University of Nottingham, Nottingham, United Kingdom.

出版信息

Neuroimage. 2014 Oct 15;100:112-24. doi: 10.1016/j.neuroimage.2014.06.011. Epub 2014 Jun 17.

Abstract

Blood oxygenation level dependent (BOLD) functional magnetic resonance imaging (fMRI) is a powerful technique, typically based on the statistical analysis of the magnitude component of the complex time-series. Here, we additionally interrogated the phase data of the fMRI time-series and used quantitative susceptibility mapping (QSM) in order to investigate the potential of functional QSM (fQSM) relative to standard magnitude BOLD fMRI. High spatial resolution data (1mm isotropic) were acquired every 3 seconds using zoomed multi-slice gradient-echo EPI collected at 7 T in single orientation (SO) and multiple orientation (MO) experiments, the latter involving 4 repetitions with the subject's head rotated relative to B0. Statistical parametric maps (SPM) were reconstructed for magnitude, phase and QSM time-series and each was subjected to detailed analysis. Several fQSM pipelines were evaluated and compared based on the relative number of voxels that were coincidentally found to be significant in QSM and magnitude SPMs (common voxels). We found that sensitivity and spatial reliability of fQSM relative to the magnitude data depended strongly on the arbitrary significance threshold defining "activated" voxels in SPMs, and on the efficiency of spatio-temporal filtering of the phase time-series. Sensitivity and spatial reliability depended slightly on whether MO or SO fQSM was performed and on the QSM calculation approach used for SO data. Our results present the potential of fQSM as a quantitative method of mapping BOLD changes. We also critically discuss the technical challenges and issues linked to this intriguing new technique.

摘要

血氧水平依赖(BOLD)功能磁共振成像(fMRI)是一种强大的技术,通常基于对复杂时间序列幅度分量的统计分析。在此,我们额外研究了fMRI时间序列的相位数据,并使用定量磁化率成像(QSM)来研究功能性QSM(fQSM)相对于标准幅度BOLD fMRI的潜力。使用在7T下以单方向(SO)和多方向(MO)实验采集的缩放多切片梯度回波EPI,每3秒获取一次高空间分辨率数据(各向同性1mm),后者涉及4次重复,受试者头部相对于B0旋转。针对幅度、相位和QSM时间序列重建统计参数图(SPM),并对每个图进行详细分析。基于在QSM和幅度SPM中同时被发现具有显著性的体素(共同体素)的相对数量,对几种fQSM流程进行了评估和比较。我们发现,相对于幅度数据,fQSM的敏感性和空间可靠性在很大程度上取决于定义SPM中“激活”体素的任意显著性阈值,以及相位时间序列的时空滤波效率。敏感性和空间可靠性在一定程度上取决于是否进行了MO或SO fQSM,以及用于SO数据的QSM计算方法。我们的结果展示了fQSM作为一种映射BOLD变化的定量方法的潜力。我们还批判性地讨论了与这种有趣的新技术相关的技术挑战和问题。

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