Feizollah Sajjad, Tardif Christine L
Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, McGill University, 3801 Rue University, Montreal, QC, Canada; McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada.
Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, McGill University, 3801 Rue University, Montreal, QC, Canada; McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, 3801 Rue University, Montreal, QC, Canada; Department of Biomedical Engineering, Faculty of Medicine and Health Sciences, McGill University, Duff Medical Building, 3775 Rue University, Suite 316, Montreal, QC, Canada.
Neuroimage. 2023 Jul 1;274:120159. doi: 10.1016/j.neuroimage.2023.120159. Epub 2023 May 5.
Diffusion MRI (dMRI) is a valuable imaging technique to study the connectivity and microstructure of the brain in vivo. However, the resolution of dMRI is limited by the low signal-to-noise ratio (SNR) of this technique. Various multi-shot acquisition strategies have been developed to achieve sub-millimeter resolution, but they require long scan times which can be restricting for patient scans. Alternatively, the SNR of single-shot acquisitions can be increased by using a spiral readout trajectory to minimize the sequence echo time. Imaging at ultra-high fields (UHF) could further increase the SNR of single-shot dMRI; however, the shorter T2* of brain tissue and the greater field non-uniformities at UHFs will degrade image quality, causing image blurring, distortions, and signal loss. In this study, we investigated the trade-off between the SNR and resolution of different k-space trajectories, including echo planar imaging (EPI), partial Fourier EPI, and spiral trajectories, over a range of dMRI resolutions at 7T. The effective resolution, spatial specificity and sharpening effect were measured from the point spread function (PSF) of the simulated diffusion sequences for a nominal resolution range of 0.6-1.8 mm. In-vivo partial brain scans at a nominal resolution of 1.5 mm isotropic were acquired using the three readout trajectories to validate the simulation results. Field probes were used to measure dynamic magnetic fields offline up to the 3rd order of spherical harmonics. Image reconstruction was performed using static ΔB field maps and the measured trajectories to correct image distortions and artifacts, leaving T2* effects as the primary source of blurring. The effective resolution was examined in fractional anisotropy (FA) maps calculated from a multi-shell dataset with b-values of 300, 1000, and 2000 s/mm in 5, 16, and 48 directions, respectively. In-vivo scans at nominal resolutions of 1, 1.2, and 1.5 mm were acquired and the SNR of the different trajectories calculated using the multiple replica method to investigate the SNR. Finally, in-vivo whole brain scans with an effective resolution of 1.5 mm isotropic were acquired to explore the SNR and efficiency of different trajectories at a matching effective resolution. FA and intra-cellular volume fraction (ICVF) maps calculated using neurite orientation dispersion and density imaging (NODDI) were used for the comparison. The simulations and in vivo imaging results showed that for matching nominal resolutions, EPI trajectories had the highest specificity and effective resolution with maximum image sharpening effect. However, spirals have a significantly higher SNR, in particular at higher resolutions and even when the effective image resolutions are matched. Overall, this work shows that the higher SNR of single-shot spiral trajectories at 7T allows us to achieve higher effective resolutions compared to EPI and PF-EPI to map the microstructure and connectivity of small brain structures.
扩散磁共振成像(dMRI)是一种在体研究大脑连通性和微观结构的重要成像技术。然而,dMRI的分辨率受该技术低信噪比(SNR)的限制。已开发出各种多激发采集策略以实现亚毫米分辨率,但它们需要较长的扫描时间,这对患者扫描可能会有局限。另外,通过使用螺旋读出轨迹以最小化序列回波时间,可以提高单次采集的SNR。在超高场(UHF)成像可进一步提高单次dMRI的SNR;然而,脑组织较短的T2以及UHF处更大的场不均匀性会降低图像质量,导致图像模糊、失真和信号丢失。在本研究中,我们在7T的一系列dMRI分辨率下,研究了不同k空间轨迹(包括回波平面成像(EPI)、部分傅里叶EPI和螺旋轨迹)在SNR和分辨率之间的权衡。从模拟扩散序列的点扩散函数(PSF)测量有效分辨率、空间特异性和锐化效果,名义分辨率范围为0.6 - 1.8毫米。使用这三种读出轨迹采集了名义分辨率为各向同性1.5毫米的体内部分脑扫描,以验证模拟结果。使用场探头离线测量高达三阶球谐函数的动态磁场。使用静态ΔB场图和测量的轨迹进行图像重建,以校正图像失真和伪影,将T2效应作为模糊的主要来源。在分别具有5、16和48个方向、b值为300、1000和2000 s/mm²的多壳数据集计算的分数各向异性(FA)图中检查有效分辨率。采集了名义分辨率为1、1.2和1.5毫米的体内扫描,并使用多重复制方法计算不同轨迹的SNR以研究SNR。最后,采集了各向同性有效分辨率为1.5毫米的体内全脑扫描,以探索在匹配有效分辨率下不同轨迹的SNR和效率。使用神经突方向离散度和密度成像(NODDI)计算的FA和细胞内体积分数(ICVF)图用于比较。模拟和体内成像结果表明,对于匹配的名义分辨率,EPI轨迹具有最高的特异性和有效分辨率以及最大的图像锐化效果。然而,螺旋具有显著更高的SNR,特别是在更高分辨率下,甚至当有效图像分辨率匹配时也是如此。总体而言,这项工作表明,与EPI和PF - EPI相比,7T单次螺旋轨迹更高的SNR使我们能够实现更高的有效分辨率,以绘制小脑结构的微观结构和连通性。