Simultaneous perfusion, diffusion, T2*, and T1 mapping with MR fingerprinting

被引:3
作者
Fan, Hongli [1 ,2 ]
Bunker, Lisa [3 ]
Wang, Zihan [1 ,2 ]
Durfee, Alexandra Zezinka [3 ]
Lin, Doris [2 ]
Yedavalli, Vivek [2 ]
Ge, Yulin [4 ]
Zhou, Xiaohong Joe [5 ]
Hillis, Argye E. [3 ]
Lu, Hanzhang [1 ,2 ,6 ]
机构
[1] Johns Hopkins Univ, Dept Biomed Engn, Sch Med, Baltimore, MD USA
[2] Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Sch Med, Baltimore, MD 21287 USA
[3] Johns Hopkins Univ, Dept Neurol, Sch Med, Baltimore, MD USA
[4] NYU, Dept Radiol, Grossman Sch Med, New York, NY USA
[5] Univ Illinois, Dept Radiol, Ctr Magnet Resonance Res, Chicago, IL USA
[6] Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD USA
基金
美国国家卫生研究院;
关键词
arterial spin labeling; arterial transit time; cerebral blood flow; diffusion; MR fingerprinting (MRF); perfusion; relaxometry; stroke; ACUTE ISCHEMIC-STROKE; HUMAN BRAIN; RESONANCE; QUANTIFICATION; MODEL; TIME;
D O I
10.1002/mrm.29880
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: Quantitative mapping of brain perfusion, diffusion, T-2*, and T-1 has important applications in cerebrovascular diseases. At present, these sequences are performed separately. This study aims to develop a novel MRI technique to simultaneously estimate these parameters. Methods: This sequence to measure perfusion, diffusion, T-2*, and T-1 mapping with magnetic resonance fingerprinting (MRF) was based on a previously reported MRF-arterial spin labeling (ASL) sequence, but the acquisition module was modified to include different TEs and presence/absence of bipolar diffusion-weighting gradients. We compared parameters derived from the proposed method to those derived from reference methods (i.e., separate sequences of MRF-ASL, conventional spin-echo DWI, and T-2* mapping). Test-retest repeatability and initial clinical application in two patients with stroke were evaluated. Results: The scan time of our proposed method was 24% shorter than the sum of the reference methods. Parametric maps obtained from the proposed method revealed excellent image quality. Their quantitative values were strongly correlated with those from reference methods and were generally in agreement with values reported in the literature. Repeatability assessment revealed that ADC, T-2*, T-1, and B-1(+) estimation was highly reliable, with voxelwise coefficient of variation (CoV) <5%. The CoV for arterial transit time and cerebral blood flow was 16%3% and 25%+/- 9%, respectively. The results from the two patients with stroke demonstrated that parametric maps derived from the proposed method can detect both ischemic and hemorrhagic stroke. Conclusion: The proposed method is a promising technique for multi-parametric mapping and has potential use in patients with stroke.
引用
收藏
页码:558 / 569
页数:12
相关论文
共 40 条
[1]   Recommended Implementation of Arterial Spin-Labeled Perfusion MRI for Clinical Applications: A Consensus of the ISMRM Perfusion Study Group and the European Consortium for ASL in Dementia [J].
Alsop, David C. ;
Detre, John A. ;
Golay, Xavier ;
Guenther, Matthias ;
Hendrikse, Jeroen ;
Hernandez-Garcia, Luis ;
Lu, Hanzhang ;
MacIntosh, Bradley J. ;
Parkes, Laura M. ;
Smits, Marion ;
van Osch, Matthias J. P. ;
Wang, Danny J. J. ;
Wong, Eric C. ;
Zaharchuk, Greg .
MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (01) :102-116
[2]   Simultaneous Multislice (SMS) Imaging Techniques [J].
Barth, Markus ;
Breuer, Felix ;
Koopmans, Peter J. ;
Norris, David G. ;
Poser, Benedikt A. .
MAGNETIC RESONANCE IN MEDICINE, 2016, 75 (01) :63-81
[3]   A general kinetic model for quantitative perfusion imaging with arterial spin labeling [J].
Buxton, RB ;
Frank, LR ;
Wong, EC ;
Siewert, B ;
Warach, S ;
Edelman, RR .
MAGNETIC RESONANCE IN MEDICINE, 1998, 40 (03) :383-396
[4]   Principles, Techniques, and Applications of T2*-based MR Imaging and Its Special Applications [J].
Chavhan, Govind B. ;
Babyn, Paul S. ;
Thomas, Bejoy ;
Shroff, Manohar M. ;
Haacke, E. Mark .
RADIOGRAPHICS, 2009, 29 (05) :1433-U272
[5]   Magnetic resonance diffusion-perfusion mismatch in acute ischemic stroke: An update [J].
Chen, Feng ;
Ni, Yi-Cheng .
WORLD JOURNAL OF RADIOLOGY, 2012, 4 (03) :63-74
[6]   MR fingerprinting Deep RecOnstruction NEtwork (DRONE) [J].
Cohen, Ouri ;
Zhu, Bo ;
Rosen, Matthew S. .
MAGNETIC RESONANCE IN MEDICINE, 2018, 80 (03) :885-894
[7]   Importance of early ischemic computed tomography changes using ASPECTS in NINDS rtPA stroke study [J].
Demchuk, AM ;
Hill, MD ;
Barber, PA ;
Silver, B ;
Patel, SC ;
Levine, SR .
STROKE, 2005, 36 (10) :2110-2115
[8]   Clinical applications of diffusion weighted imaging in neuroradiology [J].
Drake-Perez, Marta ;
Boto, Jose ;
Fitsiori, Aikaterini ;
Lovblad, Karl ;
Vargas, Maria Isabel .
INSIGHTS INTO IMAGING, 2018, 9 (04) :535-547
[9]   Comparison of longitudinal metabolite relaxation times in different regions of the human brain at 1.5 and 3 Tesla [J].
Ethofer, T ;
Mader, I ;
Seeger, U ;
Helms, G ;
Erb, M ;
Grodd, W ;
Ludolph, A ;
Klose, U .
MAGNETIC RESONANCE IN MEDICINE, 2003, 50 (06) :1296-1301
[10]   Simultaneous Hemodynamic and Structural Imaging of Ischemic Stroke With Magnetic Resonance Fingerprinting Arterial Spin Labeling [J].
Fan, Hongli ;
Su, Pan ;
Lin, Doris Da May ;
Goldberg, Emily B. ;
Walker, Alexandra ;
Leigh, Richard ;
Hillis, Argye E. ;
Lu, Hanzhang .
STROKE, 2022, 53 (06) :2016-2025