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采用玫瑰花结轨迹和压缩感知技术的具有固有B校正功能的快速且运动稳健的饱和转移磁共振成像。

Fast and motion-robust saturation transfer MRI with inherent B correction using rosette trajectories and compressed sensing.

作者信息

Mahmud Sultan Z, Singh Munendra, van Zijl Peter, Heo Hye-Young

机构信息

Department of Radiology, Johns Hopkins University, Baltimore, Maryland, USA.

F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, Maryland, USA.

出版信息

Magn Reson Med. 2024 Dec;92(6):2535-2545. doi: 10.1002/mrm.30249. Epub 2024 Aug 11.

Abstract

PURPOSE

To implement rosette readout trajectories with compressed sensing reconstruction for fast and motion-robust CEST and magnetization transfer contrast imaging with inherent correction of B inhomogeneity.

METHODS

A pulse sequence was developed for fast saturation transfer imaging using a stack of rosette trajectories with a higher sampling density near the k-space center. Each rosette lobe was segmented into two halves to generate dual-echo images. B inhomogeneities were estimated using the phase difference between the images and corrected subsequently. The rosette-based imaging was evaluated in comparison to a fully sampled Cartesian trajectory and demonstrated on CEST phantoms (creatine solutions and egg white) and healthy volunteers at 3 T.

RESULTS

Compared with the conventional Cartesian acquisition, compressed sensing reconstructed rosette images provided image quality with overall higher contrast-to-noise ratio and significantly faster readout time. Accurate B map estimation was achieved from the rosette acquisition with a negligible bias of 0.01 Hz between the rosette and dual-echo Cartesian gradient echo B maps, using the latter as ground truth. The water-saturation spectra (Z-spectra) and amide proton transfer weighted signals obtained from the rosette-based sequence were well preserved compared with the fully sampled data, both in the phantom and human studies.

CONCLUSIONS

Fast, motion-robust, and inherent B-corrected CEST and magnetization transfer contrast imaging using rosette trajectories could improve subject comfort and compliance, contrast-to-noise ratio, and provide inherent B homogeneity information. This work is expected to significantly accelerate the translation of CEST-MRI into a robust, clinically viable approach.

摘要

目的

采用压缩感知重建实现玫瑰花结读出轨迹,用于快速且对运动稳健的化学交换饱和转移(CEST)和磁化传递对比成像,并对B不均匀性进行固有校正。

方法

开发了一种脉冲序列,用于快速饱和转移成像,该序列使用一堆玫瑰花结轨迹,在k空间中心附近具有更高的采样密度。每个玫瑰花结叶被分割成两半以生成双回波图像。利用图像之间的相位差估计B不均匀性,随后进行校正。将基于玫瑰花结的成像与全采样笛卡尔轨迹进行比较评估,并在3T场强下的CEST体模(肌酸溶液和蛋清)和健康志愿者身上进行展示。

结果

与传统笛卡尔采集相比,压缩感知重建的玫瑰花结图像提供了整体更高对比度噪声比的图像质量和显著更快的读出时间。通过玫瑰花结采集实现了准确的B图估计,以双回波笛卡尔梯度回波B图作为参考标准时,玫瑰花结B图与双回波笛卡尔梯度回波B图之间的偏差可忽略不计,为0.01Hz。在体模和人体研究中,与全采样数据相比,基于玫瑰花结序列获得的水饱和谱(Z谱)和酰胺质子转移加权信号得到了很好的保留。

结论

使用玫瑰花结轨迹进行快速、对运动稳健且对B进行固有校正的CEST和磁化传递对比成像可以提高受试者的舒适度和依从性、对比度噪声比,并提供固有B均匀性信息。这项工作有望显著加速CEST-MRI向一种稳健的、临床上可行的方法的转化。

相似文献

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Pseudo-Polar Fourier Transform-Based Compressed Sensing MRI.基于伪极傅里叶变换的压缩感知磁共振成像
IEEE Trans Biomed Eng. 2017 Apr;64(4):816-825. doi: 10.1109/TBME.2016.2578930. Epub 2016 Jun 9.

本文引用的文献

1
Sidebands in CEST MR-How to recognize and avoid them.CEST MR 中的边带——如何识别和避免它们。
Magn Reson Med. 2024 Jun;91(6):2391-2402. doi: 10.1002/mrm.30011. Epub 2024 Feb 5.
8
Amide proton transfer imaging in stroke.酰胺质子转移成像在中风中的应用。
NMR Biomed. 2023 Jun;36(6):e4734. doi: 10.1002/nbm.4734. Epub 2022 Apr 10.

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