Removal of cerebrospinal fluid partial volume effects in quantitative magnetization transfer imaging using a three-pool model with nonexchanging water component

被引:16
作者
Mossahebi, Pouria [1 ]
Alexander, Andrew L. [2 ]
Field, Aaron S. [1 ,3 ]
Samsonov, Alexey A. [1 ]
机构
[1] Univ Wisconsin, Sch Med & Publ Hlth, Dept Radiol, Madison, WI 53705 USA
[2] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med Phys, Madison, WI 53705 USA
[3] Univ Wisconsin, Sch Med & Publ Hlth, Dept Biomed Engn, Madison, WI 53705 USA
关键词
three-pool model; cross-relaxation imaging; quantitative magnetization transfer; MRI; gray matter; CSF; nonexchanging; IN-VIVO; MULTIPLE-SCLEROSIS; MYELIN CONTENT; STEADY-STATE; HUMAN BRAIN; RAT-BRAIN; MRI; PARAMETERS; FRACTION; RADIOFREQUENCY;
D O I
10.1002/mrm.25516
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
PurposeParameters of the two-pool model describing magnetization transfer (MT) in macromolecule-rich tissues may be significantly biased in partial volume (PV) voxels containing cerebrospinal fluid (CSF). The purpose of this study was to develop a quantitative MT (qMT) method that provides indices insensitive to CSF PV averaging. Theory and MethodsWe propose a three-pool MT model, in which PV macro-compartment is modeled as an additional nonexchanging water pool. We demonstrate the feasibility of model parameter estimation from several MT-weighted spoiled gradient echo datasets. We validated the three-pool model in numerical, phantom, and in vivo studies. ResultsPV averaging with the free water compartment reduces all qMT parameters, most significantly affecting macromolecular proton fraction (MPF) and cross-relaxation rate. Monte-Carlo simulations confirmed stability of the three-pool model fit. Unlike the standard two-pool model, the three-pool model qMT parameters were not affected by PV averaging in simulations and phantom studies. The three-pool model fit allowed CSF PV correction in brain PV voxels and resulted in good correlation with standard two-pool model parameters in non-PV voxels. ConclusionQuantitative MT imaging based on a three-pool model with a non-exchanging water component yields a set of CSF-insensitive qMT parameters, which may improve MPF-based assessment of myelination in structures strongly affected by CSF PV averaging such as brain gray matter. Magn Reson Med 74:1317-1326, 2015. (c) 2014 Wiley Periodicals, Inc.
引用
收藏
页码:1317 / 1326
页数:10
相关论文
共 46 条
[1]   Adaptive retrospective correction of motion artifacts in cranial MRI with multicoil three-dimensional radial acquisitions [J].
Anderson, Ashley G., III ;
Velikina, Julia ;
Block, Walter ;
Wieben, Oliver ;
Samsonov, Alexey .
MAGNETIC RESONANCE IN MEDICINE, 2013, 69 (04) :1094-1103
[2]  
[Anonymous], 1999, The Human Brain: Surface, Three-Dimensional Sectional Anatomy with MRI, and Blood Supply
[3]   In vivo evaluation of remyelination in rat brain by magnetization transfer imaging [J].
Deloire-Grassin, MSA ;
Brochet, B ;
Quesson, B ;
Delalande, C ;
Dousset, V ;
Canioni, P ;
Petry, KG .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 2000, 178 (01) :10-16
[4]   One component? Two components? Three? The effect of including a nonexchanging "free" water component in multicomponent driven equilibrium single pulse observation of T1 and T2 [J].
Deoni, Sean C. L. ;
Matthews, Lucy ;
Kolind, Shannon H. .
MAGNETIC RESONANCE IN MEDICINE, 2013, 70 (01) :147-154
[5]   Multiexponential T2, Magnetization Transfer, and Quantitative Histology in White Matter Tracts of Rat Spinal Cord [J].
Dula, Adrienne N. ;
Gochberg, Daniel F. ;
Valentine, Holly L. ;
Valentine, William M. ;
Does, Mark D. .
MAGNETIC RESONANCE IN MEDICINE, 2010, 63 (04) :902-909
[6]   Cerebrospinal fluid-suppressed high-resolution diffusion imaging of human brain [J].
Falconer, JC ;
Narayana, PA .
MAGNETIC RESONANCE IN MEDICINE, 1997, 37 (01) :119-123
[7]   Grey matter pathology in multiple sclerosis [J].
Geurts, Jeroen J. G. ;
Barkhof, Frederik .
LANCET NEUROLOGY, 2008, 7 (09) :841-851
[8]   Does high-field MR imaging improve cortical lesion detection in multiple sclerosis? [J].
Geurts, Jeroen J. G. ;
Blezer, Erwin L. A. ;
Vrenken, Hugo ;
van der Toom, Annette ;
Castelijns, Jonas A. ;
Polman, Chris H. ;
Pouwels, Petra J. W. ;
Boe, Lars ;
Barkhof, Frederik .
JOURNAL OF NEUROLOGY, 2008, 255 (02) :183-191
[9]   Intracortical lesions in multiple sclerosis: Improved detection with 3D double inversion-recovery MR imaging [J].
Geurts, JJG ;
Pouwels, PJW ;
Uitdehaag, BMJ ;
Polman, CH ;
Barkhof, F ;
Castelijns, JA .
RADIOLOGY, 2005, 236 (01) :254-260
[10]   Quantitative magnetization transfer imaging using balanced SSFP [J].
Gloor, M. ;
Scheffler, K. ;
Bieri, O. .
MAGNETIC RESONANCE IN MEDICINE, 2008, 60 (03) :691-700