以物理为指导的多维扫描优化和准稳态重建,提高 CEST MRI 的灵敏度效率和量化准确性。

IF 2 3区 化学 Q3 BIOCHEMICAL RESEARCH METHODS
Phillip Zhe Sun
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引用次数: 0

摘要

化学交换饱和转移(CEST) MRI越来越多地用于检测稀不稳定质子和表征微环境特性。然而,CEST MRI的效果只有百分之几,需要系统的方法来优化扫描参数,以实现CEST的敏感和准确量化。我们提出对重复时间(TR)和射频占空比等关键参数进行多维度调整,以优化CEST MRI单位时间的灵敏度,并利用准稳态(QUASS)重建在后处理过程中恢复CEST的全部效果。本文基于广义自旋锁定CEST模型推导了CEST效应,并确定了最佳射频占空比与TR的相互依赖性,表明最佳TR随射频占空比减小,但在60- 80%以上趋于稳定。通过数值模拟和双pH肌酸凝胶模体的CEST MRI实验验证了该溶液的准确性。利用优化后的CEST MRI扫描图像,用QUASS算法重建理想的平衡CEST效果。总之,我们的研究建立了CEST MRI扫描优化和后处理分析的工作流程,为提高CEST MRI扫描的灵敏度和CEST量化的准确性提供了一个框架。这种方法有望在未来的体内验证和翻译。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Physics-guided multi-dimensional scan optimization and quasi-steady-state reconstruction to enhance CEST MRI sensitivity efficiency and quantification accuracy

Physics-guided multi-dimensional scan optimization and quasi-steady-state reconstruction to enhance CEST MRI sensitivity efficiency and quantification accuracy
Chemical exchange saturation transfer (CEST) MRI has become increasingly utilized for detecting dilute labile protons and characterizing microenvironment properties. However, the CEST MRI effect is only a few percent, and there is a need for a systematic approach to optimize scan parameters for sensitive and accurate CEST quantification. We propose multi-dimensional adjustments of key parameters such as the repetition time (TR) and RF duty cycle to optimize CEST MRI sensitivity per unit of time and utilization of quasi-steady-state (QUASS) reconstruction to recover the full CEST effect during postprocessing. Our work herein derived the CEST effect based on the generalized spin-lock CEST model and determined the interdependency of the optimal RF duty cycle and TR, showing the optimal TR decreases with the RF duty cycle but plateaus beyond 60–80 %. The accuracy of the solution was validated with both numerical simulations and CEST MRI experiments on a dual pH creatine gel phantom. The desired equilibrium CEST effect was further reconstructed with the QUASS algorithm from the optimized CEST MRI scan. In summary, our study establishes a workflow for CEST MRI scan optimization and postprocessing analysis, providing a framework to boost both the sensitivity of CEST MRI scans and the accuracy of CEST quantification. This approach holds promise for future in vivo validation and translation.
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来源期刊
CiteScore
3.80
自引率
13.60%
发文量
150
审稿时长
69 days
期刊介绍: The Journal of Magnetic Resonance presents original technical and scientific papers in all aspects of magnetic resonance, including nuclear magnetic resonance spectroscopy (NMR) of solids and liquids, electron spin/paramagnetic resonance (EPR), in vivo magnetic resonance imaging (MRI) and spectroscopy (MRS), nuclear quadrupole resonance (NQR) and magnetic resonance phenomena at nearly zero fields or in combination with optics. The Journal''s main aims include deepening the physical principles underlying all these spectroscopies, publishing significant theoretical and experimental results leading to spectral and spatial progress in these areas, and opening new MR-based applications in chemistry, biology and medicine. The Journal also seeks descriptions of novel apparatuses, new experimental protocols, and new procedures of data analysis and interpretation - including computational and quantum-mechanical methods - capable of advancing MR spectroscopy and imaging.
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