Whole brain g-ratio mapping using myelin water imaging (MWI) and neurite orientation dispersion and density imaging (NODDI)

被引:40
作者
Jung, Woojin [1 ]
Lee, Jingu [1 ]
Shin, Hyeong-Geol [1 ]
Nam, Yoonho [2 ]
Zhang, Hui [3 ,4 ]
Oh, Se-Hong [5 ]
Lee, Jongho [1 ]
机构
[1] Seoul Natl Univ, Dept Elect & Comp Engn, Lab Imaging Sci & Technol, Seoul, South Korea
[2] Catholic Univ Korea, Coll Med, Seoul St Marys Hosp, Dept Radiol, Seoul, South Korea
[3] UCL, Dept Comp Sci, London, England
[4] UCL, Ctr Med Image Comp, London, England
[5] Hankuk Univ Foreign Studies, Div Biomed Engn, Yongin, South Korea
基金
新加坡国家研究基金会;
关键词
Myelin; Gradient-echo myelin water imaging (GRE-MWI); g-ratio; MRI; Diffusion; White matter microstructure; CENTRAL-NERVOUS-SYSTEM; MAGNETIC-RESONANCE; IN-VIVO; MULTIPLE-SCLEROSIS; WHITE-MATTER; SPINAL-CORD; QUANTITATIVE HISTOLOGY; MULTIEXPONENTIAL T-2; ELECTRON-MICROSCOPY; DIFFUSION MRI;
D O I
10.1016/j.neuroimage.2017.09.053
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
MR g-ratio, which measures the ratio of the aggregate volume of axons to that of fibers in a voxel, is a potential biomarker for white matter microstructures. In this study, a new approach for acquiring an in-vivo whole human brain g-ratio map is proposed. To estimate the g-ratio, myelin volume fraction and axonal volume fraction are acquired using multi-echo gradient echo myelin water imaging (GRE-MWI) and neurite orientation dispersion and density imaging (NODDI), respectively. In order to translate myelin water fraction measured in GRE-MWI into myelin volume fraction, a new scaling procedure is proposed and validated. This scaling approach utilizes geometric measures of myelin structure and, therefore, provides robustness over previous methods. The resulting gratio map reveals an expected range of g-ratios (0.71-0.85 in major fiber bundles) with a small inter-subject coefficient of variance (less than 2%). Additionally, a few fiber bundles (e.g. cortico-spinal tract and optic radiation) show different constituents of myelin volume fraction and axonal volume fraction, indicating potentials to utilize the measures for deciphering fiber tracking.
引用
收藏
页码:379 / 388
页数:10
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