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

被引:1
作者
Shaghaghi, Mehran [1 ]
Cai, Kejia [1 ,2 ]
机构
[1] Univ Illinois, Dept Radiol, Chicago, IL 60612 USA
[2] Univ Illinois, Dept Biomed Engn, Chicago, IL 60607 USA
关键词
Chemical exchange saturation transfer; CEST fitting; Steady-state CEST; Z-spectral fitting; Fitting time reduction; Bloch-McConnell equations; Analytical solution; EXCHANGE SATURATION-TRANSFER; CHEMICAL-EXCHANGE; PROTON-EXCHANGE; IN-VIVO; MAGNETIZATION-TRANSFER; ENDOGENOUS CONTRAST; ROTATING-FRAME; MRI; RELAXATION; AGENTS;
D O I
10.1016/j.mri.2024.02.015
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To derive an analytic expression for the steady-state Chemical Exchange Saturation Transfer (CEST) Zspectra of a two-pool proton-exchanging system, facilitating simulations and expedited fitting of steady-state Zspectra. 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.
引用
收藏
页码:74 / 82
页数:9
相关论文
共 65 条
  • [1] Approximate solutions of the Bloch-McConnell equations for two-site chemical exchange
    Abergel, D
    Palmer, AG
    [J]. CHEMPHYSCHEM, 2004, 5 (06) : 787 - 793
  • [2] Creatine CEST MRI for Differentiating Gliomas with Different Degrees of Aggressiveness
    Cai, Kejia
    Tain, Rong-Wen
    Zhou, Xiaohong Joe
    Damen, Frederick C.
    Scotti, Alessandro M.
    Hariharan, Hari
    Poptani, Harish
    Reddy, Ravinder
    [J]. MOLECULAR IMAGING AND BIOLOGY, 2017, 19 (02) : 225 - 232
  • [3] CEST signal at 2ppm (CEST@2ppm) from Z-spectral fitting correlates with creatine distribution in brain tumor
    Cai, Kejia
    Singh, Anup
    Poptani, Harish
    Li, Weiguo
    Yang, Shaolin
    Lu, Yang
    Hariharan, Hari
    Zhou, Xiaohong J.
    Reddy, Ravinder
    [J]. NMR IN BIOMEDICINE, 2015, 28 (01) : 1 - 8
  • [4] Magnetic resonance imaging of glutamate
    Cai, Kejia
    Haris, Mohammad
    Singh, Anup
    Kogan, Feliks
    Greenberg, Joel H.
    Hariharan, Hari
    Detre, John A.
    Reddy, Ravinder
    [J]. NATURE MEDICINE, 2012, 18 (02) : 302 - 306
  • [5] Early detection of increased marrow adiposity with age in rats using Z-spectral MRI at ultra-high field (7 T)
    Cai, Zimeng
    Tao, Quan
    Scotti, Alessandro
    Yi, Peiwei
    Feng, Yanqiu
    Cai, Kejia
    [J]. NMR IN BIOMEDICINE, 2022, 35 (02)
  • [6] GENERAL 2-SITE SOLUTION FOR CHEMICAL EXCHANGE PRODUCED DEPENDENCE OF T2 UPON CARR-PURCELL PULSE SEPARATION
    CARVER, JP
    RICHARDS, RE
    [J]. JOURNAL OF MAGNETIC RESONANCE, 1972, 6 (01) : 89 - &
  • [7] Quantitative Bayesian model-based analysis of amide proton transfer MRI
    Chappell, Michael A.
    Donahue, Manus J.
    Tee, Yee Kai
    Khrapitchev, Alexandre A.
    Sibson, Nicola R.
    Jezzard, Peter
    Payne, Stephen J.
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2013, 70 (02) : 556 - 567
  • [8] Early detection of Alzheimer's disease using creatine chemical exchange saturation transfer magnetic resonance imaging
    Chen, Lin
    van Zijl, Peter C. M.
    Wei, Zhiliang
    Lu, Hanzhang
    Duan, Wenzhen
    Wong, Philip C.
    Li, Tong
    Xu, Jiadi
    [J]. NEUROIMAGE, 2021, 236
  • [9] Investigation of the contribution of total creatine to the CEST Z-spectrum of brain using a knockout mouse model
    Chen, Lin
    Zeng, Haifeng
    Xu, Xiang
    Yadav, Nirbhay N.
    Cai, Shuhui
    Puts, Nicolaas A.
    Barker, Peter B.
    Li, Tong
    Weiss, Robert G.
    van Zijl, Peter C. M.
    Xu, Jiadi
    [J]. NMR IN BIOMEDICINE, 2017, 30 (12)
  • [10] Cornnell HH, 2009, Optimization of contrast agents for high magnetic fields