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Building an Ex Vivo Atlas of the Earliest Brain Regions Affected by Alzheimer's Disease Pathology
- Source :
- ISBI
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- Earliest neuropathological changes in Alzheimer's Disease (AD) emerge in the medial temporal lobe (MTL). In order for MRI biomarkers to detect changes linked specifically to AD pathology (as opposed to aging or other pathological factors) macroscopic patterns of structural change in the MTL must be linked to the underlying neuropathology. To provide such a linkage, we are conducting an autopsy imaging study combining ex vivo MRI and serial histopathology. Information from multiple subjects can be studied by creating a “population average” atlas of the MTL. We present a groupwise registration approach for constructing the atlas that is able to successfully capture the complex structure of the MTL, and anatomical variability across subjects. This atlas allows us to generate maps of cortical thickness measurements and identify regions in the MTL where structural changes correlate most strongly with AD progression. We show that using this atlas, we are able to find a significant correlation between atrophy and AD pathology in the MTL sub-regions associated with the earliest stages of AD pathology as described by Braak and Braak [1].
- Subjects :
- education.field_of_study
Pathology
medicine.medical_specialty
Population
Imaging study
Neuropathology
Disease
Biology
medicine.disease
030218 nuclear medicine & medical imaging
Temporal lobe
03 medical and health sciences
0302 clinical medicine
Atrophy
medicine.anatomical_structure
Atlas (anatomy)
medicine
education
psychological phenomena and processes
030217 neurology & neurosurgery
Ex vivo
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
- Accession number :
- edsair.doi...........08e8f08cd2bd4292e0998c462fe0d46c
- Full Text :
- https://doi.org/10.1109/isbi45749.2020.9098427