Fast bound pool fraction mapping via steady-state magnetization transfer saturation using single-shot EPI

被引:8
|
作者
Battiston, Marco [1 ]
Schneider, Torben [2 ]
Grussu, Francesco [1 ,3 ]
Yiannakas, Marios C. [1 ]
Prados, Ferran [1 ,4 ,5 ]
De Angelis, Floriana [1 ]
Wheeler-Kingshott, Claudia A. M. Gandini [1 ,6 ,7 ]
Samson, Rebecca S. [1 ]
机构
[1] UCL, Fac Brain Sci, UCL Inst Neurol, Queen Sq MS Ctr,Dept Neuroinflammat, London, England
[2] Philips UK, Guildford, Surrey, England
[3] UCL, Dept Comp Sci, Ctr Med Image Comp, London, England
[4] UCL, Dept Med Phys & Biomed Engn, Ctr Med Image Comp, London, England
[5] Univ Oberta Catalunya, Barcelona, Spain
[6] Univ Pavia, Dept Brain & Behav Sci, Pavia, Italy
[7] IRCCS Mondino Fdn, Brain MRI 3T Res Ctr, Pavia, Italy
基金
英国工程与自然科学研究理事会; 欧盟地平线“2020”;
关键词
2-pool model; bound pool fraction; EPI; magnetization transfer; myelin; quantitative steady-state; INHOMOGENEOUSLY BROADENED LINES; QUANTITATIVE INTERPRETATION; INVERSION-RECOVERY; TRANSFER CONTRAST; HIGH-RESOLUTION; MYELIN CONTENT; SIZE RATIO; RELAXATION; BRAIN; MODEL;
D O I
10.1002/mrm.27792
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 enable clinical applications of quantitative magnetization transfer (qMT) imaging by developing a fast method to map one of its fundamental model parameters, the bound pool fraction (BPF), in the human brain. Theory and Methods: The theory of steady-state MT in the fast-exchange approximation is used to provide measurements of BPF, and bound pool transverse relaxation time (T-2(B)). A sequence that allows sampling of the signal during steady-state MT saturation is used to perform BPF mapping with a 10-min-long fully echo planar imaging-based MRI protocol, including inversion recovery T-1 mapping and B-1 error mapping. The approach is applied in 6 healthy subjects and 1 multiple sclerosis patient, and validated against a single-slice full qMT reference acquisition. Results: BPF measurements are in agreement with literature values using off-resonance MT, with average BPF of 0.114(0.100-0.128) in white matter and 0.068(0.054-0.085) in gray matter. Median voxel-wise percentage error compared with standard single slice qMT is 4.6%. Slope and intercept of linear regression between new and reference BPF are 0.83(0.81-0.85) and 0.013(0.11-0.16). Bland-Altman plot mean bias is 0.005. In the multiple sclerosis case, the BPF is sensitive to pathological changes in lesions. Conclusion: The method developed provides accurate BPF estimates and enables shorter scan time compared with currently available approaches, demonstrating the potential of bringing myelin sensitive measurement closer to the clinic.
引用
收藏
页码:1025 / 1040
页数:16
相关论文
共 47 条
  • [21] Assessment of Magnetization Transfer Effects in Myocardial Tissue Using Balanced Steady-State Free Precession (bSSFP) Cine MRI
    Weber, Oliver M.
    Speier, Peter
    Scheffler, Klaus
    Bieri, Oliver
    MAGNETIC RESONANCE IN MEDICINE, 2009, 62 (03) : 699 - 705
  • [22] Body diffusion-weighted imaging using magnetization prepared single-shot fast spin echo and extended parallel imaging signal averaging
    Gibbons, Eric K.
    Vasanawala, Shreyas S.
    Pauly, John M.
    Kerr, Adam B.
    MAGNETIC RESONANCE IN MEDICINE, 2018, 79 (06) : 3032 - 3044
  • [23] Measurement of spin-lattice relaxation times and kinetic rate constants in rat muscle using progressive partial saturation and steady-state saturation transfer
    Horska, A
    Spencer, RGS
    MAGNETIC RESONANCE IN MEDICINE, 1996, 36 (02) : 232 - 240
  • [24] Effect of magnetization transfer on the measurement of cerebral blood flow using steady-state arterial spin tagging approaches: A theoretical investigation
    McLaughlin, AC
    Ye, FQ
    Pekar, JJ
    Santha, AKS
    Frank, JA
    MAGNETIC RESONANCE IN MEDICINE, 1997, 37 (04) : 501 - 510
  • [25] T1 mapping using a saturation recovery single-shot acquisition at 3 Tesla MRI in differentiation of normal myocardium from hypertrophic cardiomyopathy
    Ryo Ogawa
    Tomoyuki Kido
    Masashi Nakamura
    Teruhito Kido
    Akiyoshi Ogimoto
    Masao Miyagawa
    Teruhito Mochizuki
    Journal of Cardiovascular Magnetic Resonance, 18 (Suppl 1)
  • [26] In vivo quantification of the bound pool T1 in human white matter using the binary spin-bath model of progressive magnetization transfer saturation
    Helms, Gunther
    Hagberg, Gisela E.
    PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (23): : N529 - N540
  • [27] Characterization of normal appearing brain structures using high-resolution quantitative magnetization transfer steady-state free precession imaging
    Garcia, M.
    Gloor, M.
    Wetzel, S. G.
    Radue, E. -W.
    Scheffler, K.
    Bieri, O.
    NEUROIMAGE, 2010, 52 (02) : 532 - 537
  • [28] Evaluation of left ventricular volumes and ejection fraction using fast steady-state cine MR imaging: Comparison with left ventricular angiography
    Ichikawa, Y
    Sakuma, H
    Kitagawa, K
    Ishida, N
    Takeda, K
    Uemura, S
    Motoyasu, M
    Nakano, T
    Nozaki, A
    JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2003, 5 (02) : 333 - 342
  • [29] Evaluation of left ventricular volumes and ejection fraction using fast steady-state cine MR imaging: Comparison with left ventricular angiography
    Ichikawa, Y
    Sakuma, H
    Kitagawa, K
    Ishida, N
    Takeda, K
    Nakano, T
    RADIOLOGY, 2001, 221 : 199 - 200
  • [30] High-resolution myocardial T1 mapping using single-shot inversion recovery fast low-angle shot MRI with radial undersampling and iterative reconstruction
    Wang, Xiaoqing
    Joseph, Arun A.
    Kalentev, Oleksandr
    Merboldt, Klaus-Dietmar
    Voit, Dirk
    Roeloffs, Volkert B.
    van Zalk, Maaike
    Frahm, Jens
    BRITISH JOURNAL OF RADIOLOGY, 2016, 89 (1068):