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
相关论文
共 50 条
  • [21] White matter microvasculature in temporal lobe epilepsy and neurite orientation dispersion and density imaging (NODDI) correlations
    Thom, M.
    Patodia, S.
    Lim, Y.
    Liu, J.
    Binding, L.
    Koepp, M.
    BRAIN PATHOLOGY, 2023, 33
  • [22] Application of neurite orientation dispersion and density imaging (NODDI) to a tau pathology model of Alzheimer's disease
    Colgan, N.
    Siowa, B.
    O'Callaghan, J. M.
    Harrison, I. F.
    Wells, J. A.
    Holmes, H. E.
    Ismail, O.
    Richardson, S.
    Alexander, D. C.
    Collins, E. C.
    Fisher, E. M.
    Johnson, R.
    Schwarz, A. J.
    Ahmed, Z.
    O'Neill, M. J.
    Murray, T. K.
    Zhang, H.
    Lythgoe, M. F.
    NEUROIMAGE, 2016, 125 : 739 - 744
  • [23] Neurite orientation dispersion and density imaging (NODDI) reflects early microstructural brain tissue changes in clinically isolated syndrome (CIS)
    Collorone, S.
    Cawley, N.
    Prados, F.
    Tur, C.
    Grussu, F.
    Kanber, B.
    Ourselin, S.
    Wheeler-Kingshott, C. A. M. Gandini
    Milller, D. H.
    Thompson, A.
    Toosy, A.
    Ciccarelli, O.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 227 - 227
  • [24] White matter during concussion recovery: Comparing diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI)
    Churchill, Nathan W.
    Caverzasi, Eduardo
    Graham, Simon J.
    Hutchison, Michael G.
    Schweizer, Tom A.
    HUMAN BRAIN MAPPING, 2019, 40 (06) : 1908 - 1918
  • [25] Effects of acute alcohol exposure and chronic alcohol use on neurite orientation dispersion and density imaging (NODDI) parameters
    Yoder, Karmen K. K.
    Chumin, Evgeny J. J.
    Mustafi, Sourajit M. M.
    Kolleck, Kelly A. A.
    Halcomb, Meredith E. E.
    Hile, Karen L. L.
    Plawecki, Martin H. H.
    O'Connor, Sean J. J.
    Dzemidzic, Mario
    Wu, Yu-Chien
    PSYCHOPHARMACOLOGY, 2023, 240 (07) : 1465 - 1472
  • [26] Effects of acute alcohol exposure and chronic alcohol use on neurite orientation dispersion and density imaging (NODDI) parameters
    Karmen K. Yoder
    Evgeny J. Chumin
    Sourajit M. Mustafi
    Kelly A. Kolleck
    Meredith E. Halcomb
    Karen L. Hile
    Martin H. Plawecki
    Sean J. O’Connor
    Mario Dzemidzic
    Yu-Chien Wu
    Psychopharmacology, 2023, 240 : 1465 - 1472
  • [27] White matter microstructural disruption in minimal hepatic encephalopathy: a neurite orientation dispersion and density imaging (NODDI) study
    Qiu-Yi Dong
    Jia-Hui Lin
    Ye Wu
    Yun-Bin Cao
    Min-Xiong Zhou
    Hua-Jun Chen
    Neuroradiology, 2023, 65 : 1589 - 1604
  • [28] Brain Microstructural Changes in Patients with Amnestic mild Cognitive ImpairmentDetected by Neurite Orientation Dispersion and Density Imaging (NODDI) Combined with Machine Learning
    Xiuwei Fu
    Xiaonan Wang
    Yu Zhang
    Tongtong Li
    Zixuan Tan
    Yuanyuan Chen
    Xianchang Zhang
    Hongyan Ni
    Clinical Neuroradiology, 2023, 33 : 445 - 453
  • [29] The aging-liked alterations in Cushing's disease: A neurite orientation dispersion and density imaging (NODDI) study
    Jiang, Hong
    Xu Can-Xin
    Pan, Si-Jian
    He Na-Ying
    Sun, Yu-Hao
    Yan, Fu-Hua
    Bian, Liu-Guan
    Liu, Chang
    Sun, Qing-Fang
    JOURNAL OF THE NEUROLOGICAL SCIENCES, 2020, 413
  • [30] The use of diffusional kurtosis imaging and neurite orientation dispersion and density imaging of the brain in bipolar disorder
    Ota, Miho
    Noda, Takamasa
    Sato, Noriko
    Hidese, Shinsuke
    Teraishi, Toshiya
    Setoyama, Shiori
    Matsuda, Hiroshi
    Kunugi, Hiroshi
    JOURNAL OF AFFECTIVE DISORDERS, 2019, 251 : 231 - 234