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
美国国家卫生研究院; 美国国家科学基金会;
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 49 条
  • [1] Hippocampal degeneration in patients with amyotrophic lateral sclerosis
    Abdulla, Susanne
    Machts, Judith
    Kaufmann, Joern
    Patrick, Karina
    Kollewe, Katja
    Dengler, Reinhard
    Heinze, Hans-Jochen
    Petri, Susanne
    Vielhaber, Stefan
    Nestor, Peter J.
    [J]. NEUROBIOLOGY OF AGING, 2014, 35 (11) : 2639 - 2645
  • [2] The Present and the Future of Neuroimaging in Amyotrophic Lateral Sclerosis
    Agosta, F.
    Chio, A.
    Cosottini, M.
    De Stefano, N.
    Falini, A.
    Mascalchi, M.
    Rocca, M. A.
    Silani, V.
    Tedeschi, G.
    Filippi, M.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2010, 31 (10) : 1769 - 1777
  • [3] The Cortical Signature of Amyotrophic Lateral Sclerosis
    Agosta, Federica
    Valsasina, Paola
    Riva, Nilo
    Copetti, Massimiliano
    Messina, Maria Jose
    Prelle, Alessandro
    Comi, Giancarlo
    Filippi, Massimo
    [J]. PLOS ONE, 2012, 7 (08):
  • [4] [Anonymous], 2004, Paxinos and Franklins the Mouse Brain in Stereotaxic Coordinates
  • [5] Longitudinal Diffusion Tensor Imaging-Based Assessment of Tract Alterations: An Application to Amyotrophic Lateral Sclerosis
    Baldaranov, Dobri
    Khomenko, Andrei
    Kobor, Ines
    Bogdahn, Ulrich
    Gorges, Martin
    Kassubek, Jan
    Mueller, Hans-Peter
    [J]. FRONTIERS IN HUMAN NEUROSCIENCE, 2017, 11
  • [6] Basal ganglia involvement in amyotrophic lateral sclerosis
    Bede, Peter
    Elamin, Marwa
    Byrne, Susan
    McLaughlin, Russell L.
    Kenna, Kevin
    Vajda, Alice
    Pender, Niall
    Bradley, Daniel G.
    Hardiman, Orla
    [J]. NEUROLOGY, 2013, 81 (24) : 2107 - 2115
  • [7] Multiparametric MRI study of ALS stratified for the C9orf72 genotype
    Bede, Peter
    Bokde, Arun L. W.
    Byrne, Susan
    Elamin, Marwa
    McLaughlin, Russell L.
    Kenna, Kevin
    Fagan, Andrew J.
    Pender, Niall
    Bradley, Daniel G.
    Hardiman, Orla
    [J]. NEUROLOGY, 2013, 81 (04) : 361 - 369
  • [8] Differential corticospinal tract degeneration in homozygous 'D90A' SOD-1 ALS and sporadic ALS
    Blain, C. R. V.
    Brunton, S.
    Williams, V. C.
    Leemans, A.
    Turner, M. R.
    Andersen, P. M.
    Catani, M.
    Stanton, B. R.
    Ganesalingham, J.
    Jones, D. K.
    Williams, S. C. R.
    Leigh, P. N.
    Simmons, A.
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2011, 82 (08) : 843 - 849
  • [9] Multimodal assessment of white matter tracts in amyotrophic lateral sclerosis
    Borsodi, Florian
    Culea, Valeriu
    Langkammer, Christian
    Khalil, Michael
    Pirpamer, Lukas
    Quasthoff, Stefan
    Enzinger, Christian
    Schmidt, Reinhold
    Fazekas, Franz
    Ropele, Stefan
    [J]. PLOS ONE, 2017, 12 (06):
  • [10] Neurite orientation and dispersion density imaging (NODDI) detects cortical and corticospinal tract degeneration in ALS
    Broad, Rebecca J.
    Gabel, Matt C.
    Dowell, Nicholas G.
    Schwartzman, David J.
    Seth, Anil K.
    Zhang, Hui
    Alexander, Daniel C.
    Cercignani, Mara
    Leigh, P. Nigel
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2019, 90 (04) : 404 - 411