Department of Biomedical Engineering, Sungkyunkwan University, Suwon, Republic of Korea.
Center for Neuroscience Imaging Research, Institute for Basic Science, Suwon, Republic of Korea.
Magn Reson Med. 2021 Mar;85(3):1209-1221. doi: 10.1002/mrm.28487. Epub 2020 Aug 27.
To make clinically feasible whole-brain chemical exchange saturation transfer (CEST) magnetic resonance imaging (MRI) by enhancing imaging efficiency.
A novel, whole-brain three-dimensional (3D) steady-state CEST MRI method was introduced by utilizing a time-efficient, fat-suppressed excitation followed by rapid, segmented 3D echo-planar-imaging with incoherent undersampling in k-ω space. Missing signals and CEST-specific spectral images were then jointly estimated directly from incomplete measurements using model-based reconstruction and robust spectral analysis. In vivo studies were performed at 3T both retrospectively (using a fully sampled reference) and prospectively to validate the effectiveness of the proposed method in patients with brain cancer.
In retrospective studies, the proposed method exhibits superior accuracies to existing methods in estimating images, z-spectra, and APTw relative to the reference. In prospective patient studies, compared with existing methods, the proposed method is statistically significantly different in contrast-to-noise ratio of the APTw contrast between tumor and normal appearing white matter (NAWM) and amide proton transfer weighted contrast (p < 0.05) while not being significantly different in signal-to-noise ratio in an NAWM region.
We successfully demonstrated that it is feasible to perform whole-brain CEST MRI roughly within 4 minutes for patients with brain cancer. It is expected that the proposed method widens clinical utilities of CEST MRI.
通过提高成像效率,使全脑化学交换饱和传递(CEST)磁共振成像(MRI)在临床上可行。
通过利用高效的、脂肪抑制激发,随后在 k-ω 空间中进行快速、分段的三维(3D)非相干欠采样的回波平面成像,引入了一种新颖的全脑三维稳态 CEST MRI 方法。然后,使用基于模型的重建和稳健的光谱分析,直接从不完全测量中联合估计缺失信号和 CEST 特异性光谱图像。在 3T 上进行了体内研究,包括回顾性(使用完全采样参考)和前瞻性研究,以验证该方法在脑癌患者中的有效性。
在回顾性研究中,与现有方法相比,该方法在估计图像、z 谱和 APTw 相对于参考的准确性方面具有优越性。在前瞻性患者研究中,与现有方法相比,该方法在肿瘤与正常表现白质(NAWM)之间的 APTw 对比的对比噪声比和酰胺质子转移加权对比方面具有统计学意义上的差异(p < 0.05),而在 NAWM 区域的信号噪声比方面没有显著差异。
我们成功地证明了对脑癌患者进行全脑 CEST MRI 大约在 4 分钟内是可行的。预计该方法将拓宽 CEST MRI 的临床应用。