High B-value diffusion tensor imaging for early detection of hippocampal microstructural alteration in a mouse model of multiple sclerosis

被引:3
|
作者
Crombe, Amandine [1 ,2 ]
Nicolas, Renaud [3 ,4 ]
Richard, Nathalie [5 ,6 ]
Tourdias, Thomas [1 ,2 ,7 ]
Hiba, Bassem [5 ,6 ]
机构
[1] INSERM, U1215, Neurocentre Magendie, F-33000 Bordeaux, France
[2] Univ Bordeaux, F-33000 Bordeaux, France
[3] Univ Bordeaux, Aquitaine Inst Cognit & Integrat Neurosci INCIA, UMR 5287, CNRS, Bordeaux, France
[4] Inst Osteopath Animalier, Dept R&D, F-33170 Gradignan, France
[5] Inst Cognit Neurosci Marc Jeannerod, CNRS, UMR 5229, F-69500 Bron, France
[6] Univ Claude Bernard, Lyon 1, F-69100 Villeurbanne, France
[7] Pellegrin Univ Hosp, Dept Neuroradiol, F-33000 Bordeaux, France
关键词
WHITE-MATTER; IN-VIVO; GRADIENT DIRECTIONS; SIGNAL; BRAIN; MRI; MOVEMENT; NUMBER; IMAGES;
D O I
10.1038/s41598-022-15511-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Several studies have highlighted the value of diffusion tensor imaging (DTI) with strong diffusion weighting to reveal white matter microstructural lesions, but data in gray matter (GM) remains scarce. Herein, the effects of b-values combined with different numbers of diffusion-encoding directions (NDIRs) on DTI metrics to capture the normal hippocampal microstructure and its early alterations were investigated in a mouse model of multiple sclerosis (experimental autoimmune encephalomyelitis [EAE]). Two initial DTI datasets (B2700-43Dir acquired with b = 2700 s.mm(-2) and NDIR = 43; B1000-22Dir acquired with b = 1000 s.mm(-2) and NDIR = 22) were collected from 18 normal and 18 EAE mice at 4.7 T. Three additional datasets (B2700-22Dir, B2700-12Dir and B1000-12Dir) were extracted from the initial datasets. In healthy mice, we found a significant influence of b-values and NDIR on all DTI metrics. Confronting unsupervised hippocampal layers classification to the true anatomical classification highlighted the remarkable discrimination of the molecular layer with B2700-43Dir compared with the other datasets. Only DTI from the B2700 datasets captured the dendritic loss occurring in the molecular layer of EAE mice. Our findings stress the needs for both high b-values and sufficient NDIR to achieve a GM DTI with more biologically meaningful correlations, though DTI-metrics should be interpreted with caution in these settings.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] High B-value diffusion tensor imaging for early detection of hippocampal microstructural alteration in a mouse model of multiple sclerosis
    Amandine Crombé
    Renaud Nicolas
    Nathalie Richard
    Thomas Tourdias
    Bassem Hiba
    Scientific Reports, 12
  • [2] High b-value and diffusion tensor imaging in a canine model of dysmyelination and brain maturation
    Wu, Yu-Chien
    Field, Aaron S.
    Duncan, Ian D.
    Samsonov, Alexey A.
    Kondo, Yoichi
    Tudorascu, Dana
    Alexander, Andrew L.
    NEUROIMAGE, 2011, 58 (03) : 829 - 837
  • [3] High b-value diffusion imaging
    DeLano, MC
    Cao, Y
    NEUROIMAGING CLINICS OF NORTH AMERICA, 2002, 12 (01) : 21 - +
  • [4] Analysis of b-value calculations in diffusion weighted and diffusion tensor imaging
    Güllmar, D
    Haueisen, J
    Reichenbach, JR
    CONCEPTS IN MAGNETIC RESONANCE PART A, 2005, 25A (01) : 53 - 66
  • [5] Effect of B-value in revealing postinfarct myocardial microstructural remodeling using MR diffusion tensor imaging
    Wu, Yin
    Zou, Chao
    Liu, Wei
    Liao, Weiqi
    Yang, Wei
    Porter, David A.
    Liu, Xin
    Wu, Ed X.
    MAGNETIC RESONANCE IMAGING, 2013, 31 (06) : 847 - 856
  • [6] High b-Value Diffusion Tensor Imaging of the Neonatal Brain at 3T
    Dudink, J.
    Larkman, D. J.
    Kapellou, O.
    Boardman, J. P.
    Allsop, J. M.
    Cowan, F. M.
    Hajnal, J. V.
    Edwards, A. D.
    Rutherford, M. A.
    Counsell, S. J.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2008, 29 (10) : 1966 - 1972
  • [7] Early detection of subacute sclerosing panencephalitis by high b-value diffusion-weighted imaging - A case report
    Tha, KK
    Terae, S
    Kudo, K
    Yamamoto, T
    Hamada, S
    Ogata, A
    Sasaki, H
    Miyasaka, K
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2006, 30 (01) : 126 - 130
  • [8] HIgh b-value and high Resolution Integrated Diffusion (HIBRID) imaging
    Fan, Qiuyun
    Nummenmaa, Aapo
    Polimeni, Jonathan R.
    Witzel, Thomas
    Huang, Susie Y.
    Wedeen, Van J.
    Rosen, Bruce R.
    Wald, Lawrence L.
    NEUROIMAGE, 2017, 150 : 162 - 176
  • [9] Diffusion Tensor Model links to Neurite Orientation Dispersion and Density Imaging at high b-value in Cerebral Cortical Gray Matter
    Hikaru Fukutomi
    Matthew F. Glasser
    Katsutoshi Murata
    Thai Akasaka
    Koji Fujimoto
    Takayuki Yamamoto
    Joonas A. Autio
    Tomohisa Okada
    Kaori Togashi
    Hui Zhang
    David C. Van Essen
    Takuya Hayashi
    Scientific Reports, 9
  • [10] 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)