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基于物理引导的多维扫描优化与准稳态重建以提高化学交换饱和转移磁共振成像的灵敏度、效率及定量准确性。

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

作者信息

Sun Phillip Zhe

机构信息

Non-Human-Primate Imaging Center, Emory National Primate Research Center, Emory University, Atlanta, GA, United States; Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, United States; Winship Cancer Institute, Emory University School of Medicine, Atlanta, GA, United States.

出版信息

J Magn Reson. 2025 Jan;370:107821. doi: 10.1016/j.jmr.2024.107821. Epub 2024 Dec 12.

Abstract

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.

摘要

化学交换饱和转移(CEST)磁共振成像已越来越多地用于检测稀有的不稳定质子并表征微环境特性。然而,CEST磁共振成像效应仅为百分之几,因此需要一种系统的方法来优化扫描参数,以实现灵敏且准确的CEST定量分析。我们建议对诸如重复时间(TR)和射频占空比等关键参数进行多维调整,以优化单位时间内的CEST磁共振成像灵敏度,并利用准稳态(QUASS)重建技术在后期处理过程中恢复完整的CEST效应。我们在此的工作基于广义自旋锁定CEST模型推导了CEST效应,并确定了最佳射频占空比和TR之间的相互依存关系,结果表明最佳TR随射频占空比降低,但在超过60%-80%后趋于平稳。通过数值模拟以及在双pH值肌酸凝胶体模上进行的CEST磁共振成像实验验证了该解决方案的准确性。通过QUASS算法从优化后的CEST磁共振成像扫描中进一步重建了所需的平衡CEST效应。总之,我们的研究建立了一个用于CEST磁共振成像扫描优化和后期处理分析的工作流程,为提高CEST磁共振成像扫描的灵敏度和CEST定量分析的准确性提供了一个框架。这种方法有望在未来进行体内验证和转化应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/45e8/11725439/e9cd8cc3d723/nihms-2042847-f0001.jpg

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