Center for Advanced Imaging and Innovation (CAI(2)R), Center for Biomedical Imaging, Department of Radiology, NYU Langone Health, New York, USA.
Center for Advanced Imaging and Innovation (CAI(2)R), Center for Biomedical Imaging, Department of Radiology, NYU Langone Health, New York, USA.
Magn Reson Imaging. 2023 Jul;100:93-101. doi: 10.1016/j.mri.2023.03.008. Epub 2023 Mar 14.
Diffusion-weighted imaging (DWI) of the abdomen has increased dramatically for both research and clinical purposes. Motion and static field inhomogeneity related challenges limit image quality of abdominopelvic imaging with the most conventional echo-planar imaging (EPI) pulse sequence. While reversed phase encoded imaging is increasingly used to facilitate distortion correction, it typically assumes one motion independent magnetic field distribution. In this study, we describe a more generalized workflow for the case of kidney DWI in which the field inhomogeneity at multiple respiratory phases is mapped and used to correct all images in a multi-contrast DWI series.
In this HIPAA-compliant and IRB-approved prospective study, 8 volunteers (6 M, ages 28-51) had abdominal imaging performed in a 3 T MRI system (MAGNETOM Prisma; Siemens Healthcare, Erlangen, Germany) with ECG gating. Coronal oblique T2-weighted HASTE images were collected for anatomical reference. Sagittal phase-contrast (PC) MRI images through the left renal artery were collected to determine systolic and diastolic phases. Cardiac triggered oblique coronal DWI were collected at 10 b-values between 0 and 800 s/mm2 and 12 directions. DWI series were distortion corrected using field maps generated by forward and reversed phase encoded b = 0 images collected over the full respiratory cycle and matched by respiratory phase. Morphologic accuracy, intraseries spatial variability, and diffusion tensor imaging (DTI) metrics mean diffusivity (MD) and fractional anisotropy (FA) were compared for results generated with no distortion correction, correction with only one respiratory bin, and correction with multiple respiratory bins across the breathing cycle.
Computed field maps showed significant variation in static field with kidney laterality, region, and respiratory phase. Distortion corrected images showed significantly better registration to morphologic images than uncorrected images; for the left kidney, the multiple bin correction outperformed one bin correction. Line profile analysis showed significantly reduced spatial variation with multiple bins than one bin correction. DTI metrics were mostly similar between correction methods, with some differences observed in MD between uncorrected and corrected datasets.
Our results indicate improved morphology of kidney DWI and derived parametric maps as well as reduced variability over the full image series using the motion-resolved distortion correction. This work highlights some morphologic and quantitative metric improvements can be obtained for kidney DWI when distortion correction is performed in a respiratory-resolved manner.
扩散加权成像(DWI)在研究和临床方面都有了显著的发展。运动和静态磁场不均匀性相关的挑战限制了最常规的回波平面成像(EPI)脉冲序列的腹部和盆腔成像的图像质量。虽然反转相位编码成像越来越多地用于促进失真校正,但它通常假定一个运动独立的磁场分布。在这项研究中,我们描述了一种更通用的工作流程,用于肾脏 DWI 的情况,其中在多个呼吸阶段映射并用于校正多对比度 DWI 系列中的所有图像的磁场不均匀性。
在这项符合 HIPAA 规定和 IRB 批准的前瞻性研究中,8 名志愿者(6 名男性,年龄 28-51 岁)在 3T MRI 系统(西门子医疗公司的 MAGNETOM Prisma;西门子医疗公司,德国埃朗根)中进行腹部成像,采用心电图门控。采集冠状斜 T2 加权 HASTE 图像作为解剖参考。采集左肾动脉的矢状位相位对比(PC)MRI 图像以确定收缩期和舒张期。采集 10 个 b 值在 0 和 800 s/mm2 之间的 12 个方向的心电触发斜冠状 DWI。使用通过整个呼吸周期采集的正向和反向相位编码 b=0 图像生成的场图校正 DWI 系列,并通过呼吸相位匹配。比较了无失真校正、仅一个呼吸 bin 校正和整个呼吸周期内多个呼吸 bin 校正的结果的形态学准确性、序列内空间变异性和扩散张量成像(DTI)指标平均扩散系数(MD)和各向异性分数(FA)。
计算出的磁场图显示出静态磁场随肾脏侧位、区域和呼吸相位的显著变化。与未校正图像相比,校正后的图像与形态图像的配准明显更好;对于左肾,多 bin 校正优于单 bin 校正。线轮廓分析显示,与单 bin 校正相比,多 bin 校正显著降低了空间变异性。DTI 指标在不同校正方法之间大多相似,但在未校正和校正数据集之间观察到 MD 存在一些差异。
我们的结果表明,使用运动分辨失真校正,可以显著改善肾脏 DWI 的形态以及整个图像系列的参数图,并降低变异性。这项工作强调了当在呼吸分辨的方式下进行失真校正时,肾脏 DWI 可以获得一些形态和定量指标的改善。