1. Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease
- Author
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Rafael Delgado y Palacios, Jan Sijbers, Jelle Veraart, Bob Asselbergh, Sandra Pereson, Christine Van Broeckhoven, Marleen Verhoye, Pieter-Jan Guns, Annemie Van der Linden, and Greetje Vanhoutte
- Subjects
Pathology ,medicine.medical_specialty ,Cerebellum ,Amyloid ,Thalamus ,Mice, Transgenic ,Sensitivity and Specificity ,Presenilin ,03 medical and health sciences ,Amyloid beta-Protein Precursor ,Mice ,0302 clinical medicine ,Alzheimer Disease ,Cortex (anatomy) ,mental disorders ,Image Interpretation, Computer-Assisted ,medicine ,Presenilin-1 ,Animals ,Radiology, Nuclear Medicine and imaging ,Biology ,Diffusion Kurtosis Imaging ,030304 developmental biology ,0303 health sciences ,business.industry ,Physics ,Amyloidosis ,Reproducibility of Results ,medicine.disease ,Image Enhancement ,medicine.anatomical_structure ,Diffusion Magnetic Resonance Imaging ,nervous system ,Human medicine ,business ,030217 neurology & neurosurgery ,Algorithms ,Diffusion MRI - Abstract
Purpose Amyloid deposition in the brain is considered an initial event in the progression of Alzheimer's disease. We hypothesized that the presence of amyloid plaques in the brain of APP/presenilin 1 mice leads to higher diffusion kurtosis measures due to increased microstructural complexity. As such, our purpose was to provide an in vivo proof of principle for detection of amyloidosis by diffusion kurtosis imaging (DKI). Methods APPKM670/671NL/presenilin 1 L166P mice (n = 5) and wild-type littermates (n = 5) underwent DKI at the age of 16 months. Averaged diffusion and diffusion kurtosis parameters were obtained for multiple regions (hippocampus–cortex–thalamus–cerebellum). After DKI, mice were sacrificed for amyloid staining. Results Histograms of the frequency distribution of the DKI parameters tended to shift to higher values. After normalization of absolute values to the cerebellum, a nearly plaque-free region, mean, radial, and axial diffusion kurtosis were significantly higher in APP/presenilin 1 mice as compared to wild-type in the cortex and thalamus, regions demonstrating substantial amyloid staining. Conclusion The current study, although small-scale, suggests increased DKI metrics, in the absence of alterations in diffusion tensor imaging metrics in the cortex and thalamus of APP/presenilin 1 mice with established amyloidosis. These results warrant further investigations on the potential of DKI as a sensitive marker for Alzheimer's disease. Magn Reson Med 69:1115–1121, 2013. © 2013 Wiley Periodicals, Inc.
- Published
- 2013
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