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稳态 CEST Z 谱 Bloch-McConnell 方程的解析解。

Analytical solution of the Bloch-McConnell equations for steady-state CEST Z-spectra.

机构信息

Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA.

Department of Radiology, University of Illinois at Chicago, Chicago, IL 60612, USA; Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL 60607, USA.

出版信息

Magn Reson Imaging. 2024 Jun;109:74-82. doi: 10.1016/j.mri.2024.02.015. Epub 2024 Feb 29.

Abstract

PURPOSE

To derive an analytic expression for the steady-state Chemical Exchange Saturation Transfer (CEST) Z-spectra of a two-pool proton-exchanging system, facilitating simulations and expedited fitting of steady-state Z-spectra.

METHOD

The analytical expression is derived by directly solving the set of Bloch-McConnell differential equations in matrix form for a two-pool exchanging system, determining water magnetization under steady-state saturation across the entire Z-spectrum. The analytic solution is compared and validated against the numerical solution of Bloch-McConnell equations under prolonged saturation. The study also explores the line shape of a CEST peak, interpolating under-sampled Z-spectra, and Z-spectral fitting in the presence of noise.

RESULTS

The derived analytic solution accurately reproduces spectra obtained through numerical solutions. Direct fitting of simulated CEST spectra with the analytical solution yields the physical parameters of the exchanging system. The study shows that the analytical solution enables the reproduction of fully sampled spectra from sparsely sampled Z-spectra. Additionally, it confirms the approximation of the CEST spectrum of a single exchanging proton species with a Lorentzian function. Monte Carlo simulations reveal that the accuracy and precision of Z-spectral fittings for physical parameters are significantly influenced by data noise. The study also derives and discusses the analytical solution for three-pool Z-spectra.

CONCLUSION

The derived analytic solution for steady state Z-spectra can be utilized for simulations and Z-spectrum fitting, significantly reducing fitting times compared to numerical methods employed for fitting CEST Z-spectra.

摘要

目的

推导出双池质子交换系统的稳态化学交换饱和转移(CEST)Z 谱的解析表达式,以方便对稳态 Z 谱进行模拟和快速拟合。

方法

通过直接求解双池交换系统的布洛赫-麦康奈尔微分方程矩阵形式,得到整个 Z 谱范围内稳态饱和下水的磁化情况,从而推导出解析表达式。将解析解与布洛赫-麦康奈尔方程的数值解在长时间饱和下进行比较和验证。该研究还探讨了 CEST 峰的线形,对欠采样的 Z 谱进行插值,并在存在噪声的情况下进行 Z 谱拟合。

结果

推导出的解析解准确地再现了通过数值解获得的谱。通过对模拟 CEST 谱进行直接拟合,可以得到交换系统的物理参数。研究表明,解析解能够从稀疏采样的 Z 谱中再现完全采样的谱。此外,它还证实了用洛伦兹函数近似单交换质子物种的 CEST 谱。蒙特卡罗模拟表明,数据噪声对物理参数的 Z 谱拟合的准确性和精度有显著影响。该研究还推导出并讨论了三池 Z 谱的解析解。

结论

推导出的稳态 Z 谱解析解可用于模拟和 Z 谱拟合,与用于拟合 CEST Z 谱的数值方法相比,大大减少了拟合时间。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74fc/11463197/29dc603c1c92/nihms-2023015-f0001.jpg

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