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Density‐weighted concentric rings k‐space trajectory for 1H magnetic resonance spectroscopic imaging at 7 T

机译:密度加权同心环k空间轨迹用于在7 T时进行1H磁共振波谱成像

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摘要

It has been shown that density‐weighted (DW) k‐space sampling with spiral and conventional phase encoding trajectories reduces spatial side lobes in magnetic resonance spectroscopic imaging (MRSI). In this study, we propose a new concentric ring trajectory (CRT) for DW‐MRSI that samples k‐space with a density that is proportional to a spatial, isotropic Hanning window. The properties of two different DW‐CRTs were compared against a radially equidistant (RE) CRT and an echo‐planar spectroscopic imaging (EPSI) trajectory in simulations, phantoms and in vivo experiments. These experiments, conducted at 7 T with a fixed nominal voxel size and matched acquisition times, revealed that the two DW‐CRT designs improved the shape of the spatial response function by suppressing side lobes, also resulting in improved signal‐to‐noise ratio (SNR). High‐quality spectra were acquired for all trajectories from a specific region of interest in the motor cortex with an in‐plane resolution of 7.5 × 7.5 mm2 in 8 min 3 s. Due to hardware limitations, high‐spatial‐resolution spectra with an in‐plane resolution of 5 × 5 mm2 and an acquisition time of 12 min 48 s were acquired only for the RE and one of the DW‐CRT trajectories and not for EPSI. For all phantom and in vivo experiments, DW‐CRTs resulted in the highest SNR. The achieved in vivo spectral quality of the DW‐CRT method allowed for reliable metabolic mapping of eight metabolites including N‐acetylaspartylglutamate, γ‐aminobutyric acid and glutathione with Cramér‐Rao lower bounds below 50%, using an LCModel analysis. Finally, high‐quality metabolic mapping of a whole brain slice using DW‐CRT was achieved with a high in‐plane resolution of 5 × 5 mm2 in a healthy subject. These findings demonstrate that our DW‐CRT MRSI technique can perform robustly on MRI systems and within a clinically feasible acquisition time.
机译:研究表明,利用螺旋和常规相位编码轨迹进行密度加权(DW)k空间采样可以减少磁共振波谱成像(MRSI)中的空间旁瓣。在这项研究中,我们为DW-MRSI提出了一种新的同心环轨迹(CRT),它以与空间各向同性汉宁窗成比例的密度对k空间进行采样。在模拟,体模和体内实验中,将两种不同的DW-CRT的特性与径向等距(RE)CRT和回波平面光谱成像(EPSI)轨迹进行了比较。这些实验以固定的标称体素尺寸和匹配的采集时间在7 T下进行,结果表明这两种DW-CRT设计通过抑制旁瓣改善了空间响应函数的形状,还提高了信噪比( SNR)。在8分钟3 s内,从运动皮层的特定目标区域获取了所有轨迹的高质量光谱,面内分辨率为7.5×7.5 mm 2 。由于硬件限制,仅对RE和其中一个DW采集了面内分辨率为5×5 mm 2 且采集时间为12 min 48 s的高空间分辨率光谱‐CRT轨迹而非EPSI。对于所有的体模和体内实验,DW-CRT都可产生最高的SNR。 DW-CRT方法获得的体内光谱质量允许使用LCModel分析对包括N-乙酰基天冬氨酰谷氨酸,γ-氨基丁酸和谷胱甘肽在内的8种代谢物进行可靠的代谢作图,Cramér-Rao的下限低于50%。最后,在健康受试者中,使用DW-CRT对整个脑切片进行高质量的代谢定位,面内分辨率为5×5 mm 2 。这些发现表明,我们的DW-CRT MRSI技术可以在MRI系统上并且在临床可行的采集时间内表现出色。

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