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7T下使用3D回波平面成像进行亚毫米功能定量磁化率成像的可行性

Feasibility of submillimeter functional quantitative susceptibility mapping using 3D echo planar imaging at 7 T.

作者信息

Straub Sina, Zhou Xiangzhi, Tao Shengzhen, Westerhold Erin M, Jin Jin, Middlebrooks Erik H

机构信息

Department of Radiology, Mayo Clinic, Jacksonville, Florida, USA.

Siemens Healthcare, Brisbane, Australia.

出版信息

NMR Biomed. 2025 Jan;38(1):e5263. doi: 10.1002/nbm.5263. Epub 2024 Oct 14.

Abstract

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.

摘要

定量磁化率成像(QSM)是一种用于绘制组织磁化率的工具。将QSM用于功能性脑图谱绘制时,可以直接量化血氧水平依赖(BOLD)的磁化率变化。本研究提出了一种亚毫米级功能性QSM(fQSM)方法,并将其与超高场下通过三维梯度回波平面回波成像(EPI)获取数据的BOLD功能磁共振成像(fMRI)进行比较。在9名健康受试者中采集了具有不同时间和空间分辨率的复杂EPI数据,并将其用于BOLD fMRI和fQSM。进行了右手手指敲击实验以及一次受试者有意移动的测量。使用基于三维路径的解缠、用于相位数据的可变核复杂谐波伪影减少以及用于QSM算法的条纹伪影减少来计算磁化率图谱。功能数据分析包括一般线性模型和z分数计算。使用分布校正降噪(NORDIC)对亚毫米数据进行去噪,这提高了fQSM和fMRI在运动皮层中的z分数。在活动期,感觉运动区域观察到BOLD fMRI信号预期增加以及相应的磁化率降低。对于所有实验,fQSM显示的激活区域比fMRI小。fQSM在皮层中定位的高负t值百分比(52%)高于fMRI的正或负t值百分比(45%)。对于有意运动的扫描,运动超过了体素大小,但使用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0.53μL的亚毫米全脑fQSM的可行性。与传统的BOLD fMRI相比,fQSM在皮层内提供了更好的脑激活定位,特别是在亚毫米三维EPI序列中。

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