Correspondence of mean apparent propagator MRI metrics with phosphorylated tau and astrogliosis in chronic traumatic encephalopathy

被引:0
|
作者
Gangolli, Mihika [1 ,2 ,3 ,9 ]
Pajevic, Sinisa [4 ,5 ]
Kim, Joong Hee [1 ,2 ,6 ]
Hutchinson, Elizabeth B. [7 ]
Benjamini, Dan [1 ,8 ]
Basser, Peter J. [1 ,5 ]
机构
[1] Ctr Neurosci & Regenerat Med, Bethesda, MD 20817 USA
[2] Henry M Jackson Fdn Advancement Mil Med Inc, Bethesda, MD 20817 USA
[3] NIH, Clin Ctr, Radiol & Imaging Sci, Bethesda, MD 20892 USA
[4] Natl Inst Mental Hlth, NIH, Sect Crit Brain Dynam, Bethesda, MD 20892 USA
[5] Eunice Kennedy Shriver Natl Inst Child Hlth & Huma, NIH, Sect Quantitat Imaging & Tissue Sci, Bethesda, MD 20892 USA
[6] Natl Inst Neurol Disorders & Stroke, NIH, Lab Funct & Mol Imaging, Bethesda, MD 20892 USA
[7] Univ Arizona, Dept Biomed Engn, Tucson, AZ 20892 USA
[8] Natl Inst Aging, NIH, Multiscale Imaging & Integrat Biophys Unit, Bethesda, MD 20892 USA
[9] Henry M Jackson Fdn Advancement Mil Med Inc, Ctr Neurosci & Regenerat Med, 10 Ctr Dr,Bldg 10,Room B1N264B MSC 1182, Bethesda, MD 20814 USA
关键词
chronic traumatic encephalopathy; diffusion imaging; MAP-MRI; phosphorylated tau; k-means clustering; WHITE-MATTER; MAP MRI; DIFFUSION; DEGENERATION; VALIDATION; ASTROCYTES; PATHOLOGY; CRITERIA; DISEASE; COMPLEX;
D O I
10.1093/braincomms/fcad253
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Chronic traumatic encephalopathy is a neurodegenerative disease that is diagnosed and staged based on the localization and extent of phosphorylated tau pathology. Although its identification remains the primary diagnostic criteria to distinguish chronic traumatic encephalopathy from other tauopathies, the hyperphosphorylated tau that accumulates in neurofibrillary tangles in cortical grey matter and perivascular regions is often accompanied by concomitant pathology such as astrogliosis. Mean apparent propagator MRI is a clinically feasible diffusion MRI method that is suitable to characterize microstructure of complex biological media efficiently and comprehensively. We performed quantitative correlations between propagator metrics and underlying phosphorylated tau and astroglial pathology in a cross-sectional study of 10 ex vivo human tissue specimens with 'high chronic traumatic encephalopathy' at 0.25 mm isotropic voxels. Linear mixed effects analysis of regions of interest showed significant relationships of phosphorylated tau with propagator-estimated non-Gaussianity in cortical grey matter (P = 0.002) and of astrogliosis with propagator anisotropy in superficial cortical white matter (P = 0.0009). The positive correlation between phosphorylated tau and non-Gaussianity was found to be modest but significant (R2 = 0.44, P = 6.0 x 10-5) using linear regression. We developed an unsupervised clustering algorithm with non-Gaussianity and propagator anisotropy as inputs, which was able to identify voxels in superficial cortical white matter that corresponded to astrocytes that were accumulated at the grey-white matter interface. Our results suggest that mean apparent propagator MRI at high spatial resolution provides a means to not only identify phosphorylated tau pathology but also detect regions with astrocytic pathology and may therefore prove diagnostically valuable in the evaluation of concomitant pathology in cortical tissue with complex microstructure. Gangolli et al. applied correlations and unsupervised clustering approaches between tau and astrocyte pathologies and diffusion MRI metrics in human cortical tissue with a diagnosis of chronic traumatic encephalopathy. The study reveals correspondences between tau pathology and non-Gaussianity in grey matter and astrocyte pathology and propagator anisotropy in white matter. Graphical Abstract
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页数:12
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