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
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