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Amyloid Beta Clearance in Alzheimer’s Disease: A PET Imaging and Data Science Study

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Date Issued:
2024
Abstract/Description:
Amyloid beta (Aβ), a byproduct of amyloid precursor protein, is constantly cleared from the CNS. Aβ kinetics are visualized using 18F-florbetapir PET imaging, typically analyzed through 2D coregistration with MRI or CT followed by visual evaluation. Aβ was thought to coexist in the white matter of both Alzheimer’s disease (AD; Aβ+) patients and cognitively unimpaired (CU; Aβ-) individuals. However, this coexistence is likely a misperception of 2D imaging. In this study, data science techniques were used to evaluate PET images, transforming Aβ imaging into topographical pixel arrays for 3D reconstruction. Canal-like networks in the brain, skull, and neck were discovered to be part of the non-CNS fluid (NCF) compartment, which quarantines Aβ. In CU/Aβ- subjects, Aβ is transported to peripheral lymphatics. In AD/Aβ+ subjects, Aβ becomes congested in the NCF, diffusing into CNS interstitial fluid, leading to progression and neurodegeneration.
Title: Amyloid Beta Clearance in Alzheimer’s Disease: A PET Imaging and Data Science Study.
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Name(s): Hall, Rudolf , author
Tao, Rui , Thesis advisor
Florida Atlantic University, Degree grantor
Department of Biomedical Science
Charles E. Schmidt College of Medicine
Type of Resource: text
Genre: Electronic Thesis Or Dissertation
Date Created: 2024
Date Issued: 2024
Publisher: Florida Atlantic University
Place of Publication: Boca Raton, Fla.
Physical Form: application/pdf
Extent: 84 p.
Language(s): English
Abstract/Description: Amyloid beta (Aβ), a byproduct of amyloid precursor protein, is constantly cleared from the CNS. Aβ kinetics are visualized using 18F-florbetapir PET imaging, typically analyzed through 2D coregistration with MRI or CT followed by visual evaluation. Aβ was thought to coexist in the white matter of both Alzheimer’s disease (AD; Aβ+) patients and cognitively unimpaired (CU; Aβ-) individuals. However, this coexistence is likely a misperception of 2D imaging. In this study, data science techniques were used to evaluate PET images, transforming Aβ imaging into topographical pixel arrays for 3D reconstruction. Canal-like networks in the brain, skull, and neck were discovered to be part of the non-CNS fluid (NCF) compartment, which quarantines Aβ. In CU/Aβ- subjects, Aβ is transported to peripheral lymphatics. In AD/Aβ+ subjects, Aβ becomes congested in the NCF, diffusing into CNS interstitial fluid, leading to progression and neurodegeneration.
Identifier: FA00014531 (IID)
Degree granted: Thesis (MS)--Florida Atlantic University, 2024.
Collection: FAU Electronic Theses and Dissertations Collection
Note(s): Includes bibliography.
Subject(s): Alzheimer Disease
Amyloid beta-Peptides
Positron-Emission Tomography
Persistent Link to This Record: http://purl.flvc.org/fau/fd/FA00014531
Use and Reproduction: Copyright © is held by the author with permission granted to Florida Atlantic University to digitize, archive and distribute this item for non-profit research and educational purposes. Any reuse of this item in excess of fair use or other copyright exemptions requires permission of the copyright holder.
Use and Reproduction: http://rightsstatements.org/vocab/InC/1.0/
Host Institution: FAU