White Matter Abnormalities in Multiple Sclerosis Evaluated by Quantitative Synthetic MRI, Diffusion Tensor Imaging, and Neurite Orientation Dispersion and Density Imaging

被引:54
|
作者
Hagiwara, A. [1 ,3 ]
Kamagata, K. [1 ]
Shimoji, K. [1 ,4 ]
Yokoyama, K. [2 ]
Andica, C. [1 ]
Hori, M. [1 ,5 ]
Fujita, S. [1 ,3 ]
Maekawa, T. [1 ,3 ]
Irie, R. [1 ,3 ]
Akashi, T. [1 ]
Wada, A. [1 ]
Suzuki, M. [1 ]
Abe, O. [3 ]
Hattori, N. [2 ]
Aoki, S. [1 ]
机构
[1] Juntendo Univ, Sch Med, Dept Radiol, Tokyo, Japan
[2] Juntendo Univ, Sch Med, Dept Neurol, Tokyo, Japan
[3] Univ Tokyo, Grad Sch Med, Dept Radiol, Tokyo, Japan
[4] Tokyo Metropolitan Geriatr Hosp, Dept Diagnost Radiol, Tokyo, Japan
[5] Toho Univ, Omori Med Ctr, Dept Radiol, Tokyo, Japan
基金
日本学术振兴会;
关键词
MAGNETIC-RESONANCE DATA; MYELIN WATER; BRAIN; QUANTIFICATION; NODDI; SEGMENTATION; OPTIMIZATION; PATHOLOGY;
D O I
10.3174/ajnr.A6209
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
BACKGROUND AND PURPOSE: A number of MR-derived quantitative metrics have been suggested to assess the pathophysiology of MS, but the reports about combined analyses of these metrics are scarce. Our aim was to assess the spatial distribution of parameters for white matter myelin and axon integrity in patients with relapsing-remitting MS by multiparametric MR imaging. MATERIALS AND METHODS: Twenty-four patients with relapsing-remitting MS and 24 age- and sex-matched controls were prospectively scanned by quantitative synthetic and 2-shell diffusion MR imaging. Synthetic MR imaging data were used to retrieve relaxometry parameters (R1 and R2 relaxation rates and proton density) and myelin volume fraction. Diffusion tensor metrics (fractional anisotropy and mean, axial, and radial diffusivity) and neurite orientation and dispersion index metrics (intracellular volume fraction, isotropic volume fraction, and orientation dispersion index) were retrieved from diffusion MR imaging data. These data were analyzed using Tract-Based Spatial Statistics. RESULTS: Patients with MS showed significantly lower fractional anisotropy and myelin volume fraction and higher isotropic volume fraction in widespread white matter areas. Areas with different isotropic volume fractions were included within areas with lower fractional anisotropy. Myelin volume fraction showed no significant difference in some areas with significantly decreased fractional anisotropy in MS, including in the genu of the corpus callosum and bilateral anterior corona radiata, whereas myelin volume fraction was significantly decreased in some areas where fractional anisotropy showed no significant difference, including the bilateral posterior limb of the internal capsule, external capsule, sagittal striatum, fornix, and uncinate fasciculus. CONCLUSIONS: We found differences in spatial distribution of abnormality in fractional anisotropy, isotropic volume fraction, and myelin volume fraction distribution in MS, which might be useful for characterizing white matter in patients with MS.
引用
收藏
页码:1642 / 1648
页数:7
相关论文
共 50 条
  • [31] Local white matter abnormalities in Parkinson's disease with mild cognitive impairment: Assessed with neurite orientation dispersion and density imaging
    Zhang, Chengzhe
    Yuan, Yuan
    Sang, Tian
    Yu, Lihua
    Yu, Yan
    Liu, Xiaoming
    Zhou, Wenyang
    Zeng, Qingrun
    Wang, Jingqiang
    Peng, Guoping
    Feng, Yuanjing
    JOURNAL OF NEUROSCIENCE RESEARCH, 2023, 101 (07) : 1154 - 1169
  • [32] Application of neurite orientation dispersion and density imaging (NODDI) to relapsing remitting multiple sclerosis (RRMS)
    Magnollay, L.
    Grussu, F.
    Wheeler-Kingshott, C.
    Sethi, V.
    Zhang, H.
    Chard, D.
    Miller, D. H.
    Ciccarelli, O.
    MULTIPLE SCLEROSIS JOURNAL, 2013, 19 (11) : 172 - 172
  • [33] Neurite orientation dispersion and density imaging (NODDI) of the spinal cord in relapsing remitting multiple sclerosis
    Tona, F.
    Cawley, N.
    Grussu, F.
    Prados, F.
    Ourselin, S.
    Kipp, L.
    Wheeler-Kingshott, C. A. Gandini
    Ciccarelli, O.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 513 - 514
  • [34] Quantification of normal-appearing white matter damage in early relapse-onset multiple sclerosis through neurite orientation dispersion and density imaging
    Margoni, Monica
    Villani, Umberto
    Silvestri, Erica
    Franciotta, Silvia
    Anglani, Maria Giulia
    Causin, Francesco
    Rinaldi, Francesca
    Perini, Paola
    Bertoldo, Alessandra
    Gallo, Paolo
    MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2022, 58
  • [35] Thalamic white matter in multiple sclerosis: A combined diffusion-tensor imaging and quantitative susceptibility mapping study
    Bergsland, Niels
    Schweser, Ferdinand
    Dwyer, Michael G.
    Weinstock-Guttman, Bianca
    Benedict, Ralph H. B.
    Zivadinov, Robert
    HUMAN BRAIN MAPPING, 2018, 39 (10) : 4007 - 4017
  • [36] Diffusion tensor imaging abnormalities in depressed multiple sclerosis patients
    Feinstein, A.
    O'Connor, P.
    Akbar, N.
    Moradzadeh, L.
    Scott, C. J. M.
    Lobaugh, N. J.
    MULTIPLE SCLEROSIS JOURNAL, 2010, 16 (02) : 189 - 196
  • [37] Diffusion tensor imaging abnormalities in depressed multiple sclerosis patients
    Akbar, Nadine
    Moradzadeh, Linda
    Lobaugh, Nancy J.
    O'Connor, Paul
    Feinstein, Anthony
    MULTIPLE SCLEROSIS, 2008, 14 : S256 - S256
  • [38] Gray Matter Abnormalities in Idiopathic Parkinson's Disease: Evaluation by Diffusional Kurtosis Imaging and Neurite Orientation Dispersion and Density Imaging
    Kamagata, Koji
    Zalesky, Andrew
    Hatano, Taku
    Ueda, Ryo
    Di Biase, Maria Angelique
    Okuzumi, Ayami
    Shimoji, Keigo
    Hori, Masaaki
    Caeyenberghs, Karen
    Pantelis, Christos
    Hattori, Nobutaka
    Aoki, Shigeki
    HUMAN BRAIN MAPPING, 2017, 38 (07) : 3704 - 3722
  • [39] Diffusion Tensor Model links to Neurite Orientation Dispersion and Density Imaging at high b-value in Cerebral Cortical Gray Matter
    Fukutomi, Hikaru
    Glasser, Matthew F.
    Murata, Katsutoshi
    Akasaka, Thai
    Fujimoto, Koji
    Yamamoto, Takayuki
    Autio, Joonas A.
    Okada, Tomohisa
    Togashi, Kaori
    Zhang, Hui
    Van Essen, David C.
    Hayashi, Takuya
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [40] Diffusion tensor imaging of lesions and normal-appearing white matter in multiple sclerosis
    Werring, DJ
    Clark, CA
    Barker, GJ
    Thompson, AJ
    Miller, DH
    NEUROLOGY, 1999, 52 (08) : 1626 - 1632