Quantification of microcirculatory parameters by joint analysis of flow-compensated and non-flow-compensated intravoxel incoherent motion (IVIM) data

被引:73
作者
Ahlgren, Andre [1 ]
Knutsson, Linda [1 ]
Wirestam, Ronnie [1 ]
Nilsson, Markus [2 ]
Stahlberg, Freddy [1 ,2 ,3 ]
Topgaard, Daniel [4 ]
Lasic, Samo [5 ]
机构
[1] Lund Univ, Dept Med Radiat Phys, Lund, Sweden
[2] Lund Univ, Lund Univ Bioimaging Ctr, Lund, Sweden
[3] Lund Univ, Dept Diagnost Radiol, Lund, Sweden
[4] Lund Univ, Dept Chem, Div Phys Chem, Lund, Sweden
[5] CR Dev AB, Lund, Sweden
基金
瑞典研究理事会;
关键词
motion encoding; perfusion fraction; IVIM; flow compensation; velocity dispersion; blood flow; NUCLEAR-MAGNETIC-RESONANCE; DIFFUSION MRI; GRADIENT SENSITIZATION; BLOOD-FLOW; PERFUSION; BRAIN; DESIGN; NMR; SEPARATION; DISORDERS;
D O I
10.1002/nbm.3505
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The aim of this study was to improve the accuracy and precision of perfusion fraction and blood velocity dispersion estimates in intravoxel incoherent motion (IVIM) imaging, using joint analysis of flow-compensated and non-flow-compensated motion-encoded MRI data. A double diffusion encoding sequence capable of switching between flow-compensated and non-flow-compensated encoding modes was implemented. In vivo brain data were collected in eight healthy volunteers and processed using the joint analysis. Simulations were used to compare the performance of the proposed analysis method with conventional IVIM analysis. With flow compensation, strong rephasing was observed for the in vivo data, approximately cancelling the IVIM effect. The joint analysis yielded physiologically reasonable perfusion fraction maps. Estimated perfusion fractions were 2.43 +/- 0.81% in gray matter, 1.81 +/- 0.90% in deep gray matter, and 1.64 +/- 0.72% in white matter (mean +/- SD, n=8). Simulations showed improved accuracy and precision when using joint analysis of flow-compensated and non-flow-compensated data, compared with conventional IVIM analysis. Double diffusion encoding with flow compensation was feasible for in vivo imaging of the perfusion fraction in the brain. The strong rephasing implied that blood flowing through the cerebral microvascular system was closer to the ballistic limit than the diffusive limit. (c) 2016 The Authors NMR in Biomedicine published by John Wiley & Sons Ltd.
引用
收藏
页码:640 / 649
页数:10
相关论文
共 46 条
[1]   THE EFFECTS OF RANDOM DIRECTIONAL DISTRIBUTED FLOW IN NUCLEAR-MAGNETIC-RESONANCE IMAGING [J].
AHN, CB ;
LEE, SY ;
NALCIOGLU, O ;
CHO, ZH .
MEDICAL PHYSICS, 1987, 14 (01) :43-48
[2]   A general framework for experiment design in diffusion MRI and its application in measuring direct tissue-microstructure features [J].
Alexander, Daniel C. .
MAGNETIC RESONANCE IN MEDICINE, 2008, 60 (02) :439-448
[3]   Diffusion-tensor MRI: theory, experimental design and data analysis - a technical review [J].
Basser, PJ ;
Jones, DK .
NMR IN BIOMEDICINE, 2002, 15 (7-8) :456-467
[4]   NMR diffusion and relaxation correlation methods: New insights in heterogeneous materials [J].
Bernin, Diana ;
Topgaard, Daniel .
CURRENT OPINION IN COLLOID & INTERFACE SCIENCE, 2013, 18 (03) :166-172
[5]  
Callaghan P.T., 1996, ADV MAGN OPT RESON, V19, P325
[6]   Intravoxel Incoherent Motion (IVIM) MR Imaging of Colorectal Liver Metastases: Are We Only Looking at Tumor Necrosis? [J].
Chiaradia, Melanie ;
Baranes, Laurence ;
Jeanne Tran Van Nhieu ;
Vignaud, Alexandre ;
Laurent, Alexis ;
Decaens, Thomas ;
Charles-Nelson, Anais ;
Brugieres, Pierre ;
Katsahian, Sandrine ;
Djabbari, Marjane ;
Deux, Jean-Francois ;
Sobhani, Iradj ;
Karoui, Mehdi ;
Rahmouni, Alain ;
Luciani, Alain .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, 39 (02) :317-325
[7]   A versatile flow phantom for intravoxel incoherent motion MRI [J].
Cho, Gene Y. ;
Kim, Sungheon ;
Jensen, Jens H. ;
Storey, Pippa ;
Sodickson, Daniel K. ;
Sigmund, Eric E. .
MAGNETIC RESONANCE IN MEDICINE, 2012, 67 (06) :1710-1720
[8]   Comparison of bootstrap approaches for estimation of uncertainties of DTI parameters [J].
Chung, SungWon ;
Lu, Ying ;
Henry, Roland G. .
NEUROIMAGE, 2006, 33 (02) :531-541
[9]   Continuous Flow-Driven Inversion for Arterial Spin Labeling Using Pulsed Radio Frequency and Gradient Fields [J].
Dai, Weiying ;
Garcia, Dairon ;
de Bazelaire, Cedric ;
Alsop, David C. .
MAGNETIC RESONANCE IN MEDICINE, 2008, 60 (06) :1488-1497
[10]   Increased brain perfusion contrast with T2-prepared intravoxel incoherent motion (T2prep IVIM) MRI [J].
Federau, Christian ;
O'Brien, Kieran .
NMR IN BIOMEDICINE, 2015, 28 (01) :9-16