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
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