Deficient MWF mapping in multiple sclerosis using 3D whole-brain multi-component relaxation MRI

被引:72
作者
Kitzler, Hagen H. [1 ]
Su, Jason [2 ]
Zeineh, Michael [2 ]
Harper-Little, Cynthia [3 ]
Leung, Andrew [4 ]
Krernenchutzky, Marcelo [5 ]
Deoni, Sean C. [6 ]
Rutt, Brian K. [2 ]
机构
[1] Tech Univ Dresden, Dept Neuroradiol, Univ Hosp Carl Gustav Carus, D-01307 Dresden, Germany
[2] Stanford Univ, Richard M Lucas Ctr Imaging, Dept Radiol, Stanford, CA 94305 USA
[3] Univ Western Ontario, Imaging Res Labs, Robarts Res Inst, London, ON N6A 5K8, Canada
[4] Univ Western Ontario, Dept Diagnost Radiol & Nucl Med, Univ Hosp, London, ON N6A 5A5, Canada
[5] Univ Western Ontario, Dept Clin Neurol Sci, London, ON N6A 5A5, Canada
[6] Brown Univ, Div Engn, Providence, RI 02912 USA
关键词
Multiple sclerosis; Normal appearing white matter; Quantitative relaxation MRI; Myelin water fraction; Deficient MWF; MAGNETIZATION-TRANSFER RATIO; ABNORMAL WHITE-MATTER; IN-VIVO; CLINICAL-TRIALS; DIFFUSION ANISOTROPY; T-2; RELAXATION; SPINAL-CORD; ATROPHY; TIME; MS;
D O I
10.1016/j.neuroimage.2011.08.052
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recent multiple sclerosis (MS) MRI research has highlighted the need to move beyond the lesion-centric view and to develop and validate new MR imaging strategies that quantify the invisible burden of disease in the brain and establish much more sensitive and specific surrogate markers of clinical disability. One of the most promising of such measures is myelin-selective MRI that allows the acquisition of myelin water fraction (MWF) maps, a parameter that is correlated to brain white matter (WM) myelination. The aim of our study was to apply the newest myelin-selective MRI method, multi-component Driven Equilibrium Single Pulse Observation of T1 and T2 (mcDESPOT) in a controlled clinical MS pilot trial. This study was designed to assess the capabilities of this new method to explain differences in disease course and degree of disability in subjects spanning a broad spectrum of MS disease severity. The whole-brain isotropically-resolved 3D acquisition capability of mcDESPOT allowed for the first time the registration of 3D MWF maps to standard space, and consequently a formalized voxel-based analysis of the data. This approach combined with image segmentation further allowed the derivation of new measures of MWF deficiency: total deficient MWF volume (DV) in WM, in WM lesions, in diffusely abnormal white matter and in normal appearing white matter (NAWM). Deficient MWF volume fraction (DVF) was derived from each of these by dividing by the corresponding region volume. Our results confirm that lesion burden does not correlate well with clinical disease activity measured with the extended disability status scale (EDSS) in MS patients. In contrast, our measurements of DVF in NAWM correlated significantly with the EDSS score (R-2=0.37; p < 0.001). The same quantity discriminated clinically isolated syndrome patients from a normal control population (p < 0.001) and discriminated relapsing-remitting from secondary-progressive patients (p < 0.05); hence this new technique may sense early disease-related myelin loss and transitions to progressive disease. Multivariate analysis revealed that global atrophy, mean whole-brain myelin water fraction and white matter atrophy were the three most important image-derived parameters for predicting clinical disability (EDSS). Overall, our results demonstrate that mcDESPOT-defined measurements in NAWM show great promise as imaging markers of global clinical disease activity in MS. Further investigation will determine if this measure can serve as a risk factor for the conversion into definite MS and for the secondary transition into irreversible disease progression. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:2670 / 2677
页数:8
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