Unveiling early cortical and subcortical neuronal degeneration in ALS mice by ultra-high field diffusion MRI

被引:27
|
作者
Gatto, Rodolfo G. [1 ]
Amin, Manish [2 ]
Finkielsztein, Ariel [3 ]
Weissmann, Carina [4 ]
Barrett, Thomas [5 ]
Lamoutte, Caroline [6 ]
Uchitel, Osvaldo [4 ]
Sumagin, Ronen [3 ]
Mareci, Thomas H. [2 ]
Magin, Richard L. [1 ]
机构
[1] Univ Illinois, Dept Bioengn, Chicago, IL 60607 USA
[2] Univ Florida, Dept Biochem & Mol Biol, Natl High Magnet Field Lab, Gainesville, FL 32610 USA
[3] Northwestern Univ, Dept Pathol, Feinberg Sch Med, Chicago, IL 60611 USA
[4] IFIBYNE CONICET UBA, Inst Physiol Mol Biol & Neurosci, Buenos Aires, DF, Argentina
[5] Univ Florida, Dept Biomed Engn, Gainesville, FL USA
[6] Univ Florida, Dept Microbiol, Gainesville, FL USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Amyotrophic lateral sclerosis; diffusion tensor imaging; neurite orientation dispersion and density imaging; diffusion kurtosis imaging; transgenic animals; yellow fluorescence protein; G93A-SOD1; mice; neuronal degeneration; AMYOTROPHIC-LATERAL-SCLEROSIS; SPINAL-CORD; AXONAL PATHOLOGY; WHITE-MATTER; MOUSE MODEL; DEMYELINATION; VULNERABILITY; IMPAIRMENT;
D O I
10.1080/21678421.2019.1620285
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease primarily characterized by the progressive impairment of motor functions. However, a significant portion of affected patients develops severe cognitive dysfunction, developing a widespread white (WM) and gray matter (GM) microstructural impairment. The objective of this study is to determine if Gaussian and non-Gaussian diffusion models gathered by ultra-high field diffusion MRI (UHFD-MRI) are an appropriate tool to detect early structural changes in brain white and gray matter in a preclinical model of ALS. ALS brains (G93A-SOD1mice) were scanned in a 16.7 T magnet. Diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) have shown presymptomatic decrease in axonal organization by Fractional Anisotropy (FA) and neurite content by Intracellular Volume Fraction (ICVF) across deep WM (corpus callosum) as well as superficial (cortex) and deep (hippocampus) GM. Additional diffusion kurtosis imaging (DKI) analysis demonstrated broader and earlier GM reductions in mean kurtosis (MK), possibly related to the decrease in neuronal complexity. Histological validation was obtained by an ALS fluorescent mice reporter (YFP, G93A-SOD1 mice). The combination of DTI, NODDI, and DKI models have proved to provide a more complete assessment of the early microstructural changes in the ALS brain, particularly in areas associated with high cognitive functions. This comprehensive approach should be considered as a valuable tool for the early detection of neuroimaging markers.
引用
收藏
页码:549 / 561
页数:13
相关论文
共 50 条
  • [41] Preliminary examination of early neuroconnectivity features in the R6/1 mouse model of Huntington's disease by ultra-high field diffusion MRI
    Gatto, Rodolfo G.
    Weissmann, Carina
    NEURAL REGENERATION RESEARCH, 2022, 17 (05) : 983 - 986
  • [42] Assessing neuraxial microstructural changes in a transgenic mouse model of early stage Amyotrophic Lateral Sclerosis by ultra-high field MRI and diffusion tensor metrics
    Rodolfo G.Gatto
    Carina Weissmann
    Manish Amin
    Ariel Finkielsztein
    Ronen Sumagin
    Thomas H.Mareci
    Osvaldo D.Uchitel
    Richard L.Magin
    AnimalModelsandExperimentalMedicine, 2020, 3 (02) : 117 - 129
  • [43] Assessing neuraxial microstructural changes in a transgenic mouse model of early stage Amyotrophic Lateral Sclerosis by ultra-high field MRI and diffusion tensor metrics
    Gatto, Rodolfo G.
    Weissmann, Carina
    Amin, Manish
    Finkielsztein, Ariel
    Sumagin, Ronen
    Mareci, Thomas H.
    Uchitel, Osvaldo D.
    Magin, Richard L.
    ANIMAL MODELS AND EXPERIMENTAL MEDICINE, 2020, 3 (02) : 117 - 129
  • [44] Pulse sequences and parallel imaging for high spatiotemporal resolution MRI at ultra-high field
    Poser, Benedikt A.
    Setsompop, Kawin
    NEUROIMAGE, 2018, 168 : 101 - 118
  • [45] Visualization of microvascular that assumes an ultra-high field MRI with high precision frequency analysis
    Hasegawa, Masaya
    Hirobayashi, Shigeki
    2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME), 2016, : 350 - 354
  • [46] Ultra-high field and gradient strength MRI reveal neuroaxonal pathology in cortex and white matter in early MS
    Granberg, T.
    Fan, Q.
    Treaba, C. A.
    Ouellette, R.
    Herranz, E.
    Mangeat, G.
    Louapre, C.
    Klawiter, E. C.
    Sloane, J. A.
    Mainero, C.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 234 - 235
  • [47] Validation and Optimization of Proximal Femurs Microstructure Analysis Using High Field and Ultra-High Field MRI
    Soldati, Enrico
    Vicente, Jerome
    Guenoun, Daphne
    Bendahan, David
    Pithioux, Martine
    DIAGNOSTICS, 2021, 11 (09)
  • [48] A novel male Japanese quail structural connectivity atlas using ultra-high field diffusion MRI at 11.7 T
    Raïssa Yebga Hot
    Marine Siwiaszczyk
    Scott A. Love
    Frédéric Andersson
    Ludovic Calandreau
    Fabrice Poupon
    Justine Beaujoin
    Bastien Herlin
    Fawzi Boumezbeur
    Baptiste Mulot
    Elodie Chaillou
    Ivy Uszynski
    Cyril Poupon
    Brain Structure and Function, 2022, 227 : 1577 - 1597
  • [49] A novel male Japanese quail structural connectivity atlas using ultra-high field diffusion MRI at 11.7 T
    Hot, Raissa Yebga
    Siwiaszczyk, Marine
    Love, Scott A.
    Andersson, Frederic
    Calandreau, Ludovic
    Poupon, Fabrice
    Beaujoin, Justine
    Herlin, Bastien
    Boumezbeur, Fawzi
    Mulot, Baptiste
    Chaillou, Elodie
    Uszynski, Ivy
    Poupon, Cyril
    BRAIN STRUCTURE & FUNCTION, 2022, 227 (05): : 1577 - 1597
  • [50] Creating A 3D Histological Atlas of Subcortical Nuclei using Ultra-High Field MRI Registration: A Model for DBS Surgical Planning
    Demarco, John P.
    Lau, Jonathan C.
    Khan, Ali R.
    FASEB JOURNAL, 2018, 32 (01):