Title
Application of neurite orientation dispersion and density imaging (NODDI) to a tau pathology model of Alzheimer's disease.
Abstract
Increased hyperphosphorylated tau and the formation of intracellular neurofibrillary tangles are associated with the loss of neurons and cognitive decline in Alzheimer's disease, and related neurodegenerative conditions. We applied two diffusion models, diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI), to in vivo diffusion magnetic resonance images (dMRI) of a mouse model of human tauopathy (rTg4510) at 8.5months of age. In grey matter regions with the highest degree of tau burden, microstructural indices provided by both NODDI and DTI discriminated the rTg4510 (TG) animals from wild type (WT) controls; however only the neurite density index (NDI) (the volume fraction that comprises axons or dendrites) from the NODDI model correlated with the histological measurements of the levels of hyperphosphorylated tau protein. Reductions in diffusion directionality were observed when implementing both models in the white matter region of the corpus callosum, with lower fractional anisotropy (DTI) and higher orientation dispersion (NODDI) observed in the TG animals. In comparison to DTI, histological measures of tau pathology were more closely correlated with NODDI parameters in this region. This in vivo dMRI study demonstrates that NODDI identifies potential tissue sources contributing to DTI indices and NODDI may provide greater specificity to pathology in Alzheimer's disease.
Year
DOI
Venue
2016
10.1016/j.neuroimage.2015.10.043
NeuroImage
Field
DocType
Volume
Neuroscience,Diffusion MRI,Grey matter,White matter,Fractional anisotropy,Psychology,Neurite,Tau protein,Pathology,Cognitive decline,Tauopathy
Journal
125
ISSN
Citations 
PageRank 
1053-8119
10
0.63
References 
Authors
6
18
Name
Order
Citations
PageRank
N. Colgan1161.50
Bernard Siow21278.72
J. M. O'Callaghan3201.93
I. F. Harrison4142.07
Jack A. Wells5364.51
H. E. Holmes6201.93
O. Ismail7202.26
S. Richardson8251.64
Daniel C. Alexander91553144.96
E. C. Collins10201.93
Elizabeth Fisher11404.12
R. A. Johnson12201.93
Adam J. Schwarz1316211.71
Z. Ahmed14201.93
Michael J. O'Neill15293.22
T. K. Murray16201.93
Hui Zhang1737623.01
Mark F. Lythgoe1813912.63