Sina Straub, Xiangzhi Zhou, Shengzhen Tao, Erin M Westerhold, Jin Jin, Erik H Middlebrooks
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引用次数: 0
摘要
定量易感性绘图(QSM)是一种绘制组织易感性的工具。利用 QSM 绘制脑功能图谱,可以直接量化血氧水平依赖性(BOLD)的感率变化。本研究介绍了一种亚毫米级功能QSM(fQSM)方法,并将其与超高场三维梯度回波平面成像(EPI)数据中的BOLD fMRI进行了比较。我们以不同的时间和空间分辨率采集了九名健康受试者的复杂 EPI 数据,并将其用于 BOLD fMRI 和 fQSM。此外,还进行了右手手指敲击实验以及一次有意移动受试者的测量。使用基于三维路径的解包裹、可变核精密谐波伪影消除(用于相位数据)和条纹伪影消除(用于 QSM 算法)计算感度图。功能数据分析包括一般线性建模和 z 值计算。亚毫米级数据使用NORDIC(Noise reduction with DIstribution Corrected)进行去噪处理,从而提高了fQSM和fMRI运动皮层的z分数。在活动期间,在感觉运动区观察到了 BOLD fMRI 信号的预期增加和磁感应强度的相应降低。在所有实验中,与 fMRI 相比,fQSM 显示的激活区域更小。在皮层定位的高负值 t 值中,fQSM 的比例(52%)高于 fMRI 的正值或负值 t 值(45%)。在有意运动的扫描中,运动超过了体素的大小,但通过运动校正可以恢复与范式相关的信号演变。总之,本研究证明了体素体积为 0.53 μL 的亚毫米全脑 fQSM 的可行性。与传统的 BOLD fMRI 相比,fQSM 改进了大脑皮层内大脑激活的定位,尤其是在亚毫米三维 EPI 序列中。
Feasibility of submillimeter functional quantitative susceptibility mapping using 3D echo planar imaging at 7 T.
Quantitative susceptibility mapping (QSM) is a tool for mapping tissue susceptibility. Using QSM for functional brain mapping, it is possible to directly quantify blood-oxygen-level-dependent (BOLD) susceptibility changes. This study presents a submillimeter functional QSM (fQSM) approach compared to BOLD fMRI from data acquired with 3D gradient-echo echo planar imaging (EPI) at ultra-high field. Complex EPI data were acquired in nine healthy subjects with varying temporal and spatial resolutions and used for BOLD fMRI and for fQSM. Right-hand finger tapping experiments were performed as well as one measurement with intentional subject movement. Susceptibility maps were computed using 3D path-based unwrapping, the variable-kernel sophisticated harmonic artifact reduction for phase data, and the streaking artifact reduction for QSM algorithm. Functional data analysis included general linear modeling and computation of z-scores. Submillimeter data were denoised using NOise reduction with DIstribution Corrected (NORDIC), which improved z-scores in the motor cortex for fQSM and fMRI. An expected increase in BOLD fMRI signal and corresponding decrease in magnetic susceptibility was observed in sensorimotor areas during active periods. For all experiments, fQSM showed smaller activation regions compared with fMRI. The percentage of high negative t-values localized in the cortex was higher for fQSM (52%) than for positive or negative t-values for fMRI (45%). For the scans with intentional motion, movement exceeded the size of a voxel, but paradigm dependent signal evolution could be recovered using motion correction. In conclusion, this study demonstrates the feasibility of submillimeter whole-brain fQSM with voxel volume of 0.53 μL. In comparison to traditional BOLD fMRI, fQSM provided improved localization of brain activation within the cortex, especially in submillimeter 3D EPI sequences.
期刊介绍:
NMR in Biomedicine is a journal devoted to the publication of original full-length papers, rapid communications and review articles describing the development of magnetic resonance spectroscopy or imaging methods or their use to investigate physiological, biochemical, biophysical or medical problems. Topics for submitted papers should be in one of the following general categories: (a) development of methods and instrumentation for MR of biological systems; (b) studies of normal or diseased organs, tissues or cells; (c) diagnosis or treatment of disease. Reports may cover work on patients or healthy human subjects, in vivo animal experiments, studies of isolated organs or cultured cells, analysis of tissue extracts, NMR theory, experimental techniques, or instrumentation.