Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois.
Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, Illinois.
Magn Reson Med. 2019 Dec;82(6):1993-2002. doi: 10.1002/mrm.27865. Epub 2019 Jul 11.
To enable simultaneous high-resolution mapping of brain function and metabolism.
An encoding scheme was designed for interleaved acquisition of functional MRI (fMRI) data in echo volume imaging trajectories and MR spectroscopic imaging (MRSI) data in echo-planar spectroscopic imaging trajectories. The scheme eliminates water and lipid suppression and utilizes free induction decay signals to encode both functional and metabolic information with ultrashort TE, short TR, and sparse sampling of -space. A subspace-based image reconstruction method was introduced for processing both the fMRI and MRSI data. The complementary information in the fMRI and MRSI data sets was also utilized to improve image reconstruction in the presence of intrascan head motion, field drift, and tissue susceptibility changes.
In-vivo experimental results were obtained from healthy human subjects in resting-state fMRI/MRSI experiments. In these experiments, the proposed method was able to simultaneously acquire metabolic and functional information from the brain in high resolution. For scans of 6.5 minutes, we achieved 3.0 × 3.0 × 1.8 mm spatial resolution for fMRI, 1.9 × 2.5 × 3.0 mm nominal spatial resolution for MRSI, and 1.9 × 1.9 × 1.8 mm nominal spatial resolution for quantitative susceptibility maps.
This work demonstrates the feasibility of simultaneous high-resolution mapping of brain function and metabolism with improved spatial resolution and synergistic image reconstruction.
实现脑功能和代谢的同时高分辨率映射。
设计了一种编码方案,用于在回波体积成像轨迹中交错获取功能磁共振成像(fMRI)数据,以及在回波平面波谱成像轨迹中交错获取磁共振波谱成像(MRSI)数据。该方案消除了水和脂质抑制,并利用自由感应衰减信号,通过超短 TE、短 TR 和稀疏采样 - 空间,对功能和代谢信息进行编码。引入了基于子空间的图像重建方法,用于处理 fMRI 和 MRSI 数据。还利用 fMRI 和 MRSI 数据集之间的互补信息,改善了在扫描内头部运动、场漂移和组织磁化率变化存在的情况下的图像重建。
在静息状态 fMRI/MRSI 实验中,从健康人体受试者获得了体内实验结果。在这些实验中,该方法能够以高分辨率同时从大脑中获取代谢和功能信息。对于 6.5 分钟的扫描,我们实现了 fMRI 的 3.0×3.0×1.8mm 空间分辨率、MRSI 的 1.9×2.5×3.0mm 名义空间分辨率和定量磁化率图的 1.9×1.9×1.8mm 名义空间分辨率。
这项工作证明了同时进行脑功能和代谢的高分辨率映射的可行性,具有更高的空间分辨率和协同的图像重建。