Dissociation of Down Syndrome and Alzheimers Disease Effects With Imaging

Abstract

Introduction: Down Syndrome (DS) adults experience accumulation of Alzheimers disease (AD)like amyloid plaques and tangles and a high incidence of dementia and could provide an enriched population to study AD-targeted treatments. However, to evaluate effects of therapeutic intervention, it is necessary to dissociate the contributions of DS and AD from overall phenotype. Imaging biomarkers offer the potential to characterize and stratify patients who will worsen clinically but have yielded mixed findings in DS subjects. Methods: We evaluated 18F fluorodeoxyglucose positron emission tomography (PET), florbetapir PET, and structural magnetic resonance (sMR) image data from 12 nondemented DS adults using advanced multivariate machine learning methods. Results: Our results showed distinctive patterns of glucose metabolism and brain volume enabling dissociation of DS and AD effects. AD-like pattern expression corresponded to amyloid burden and clinical measures. Discussion: These findings lay groundwork to enable AD clinical trials with characterization and disease-specific tracking of DS adults.

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Document Details

Document Type
Technical Report
Publication Date
Aug 29, 2016
Accession Number
AD1011336

Entities

People

  • Ana S. Lukic
  • Boris Marendic
  • Dawn C. Matthews
  • James Brewer
  • Lisa Mosconi
  • Mark E. Schmidt
  • Michael S. Rafii
  • Miles N. Wernick
  • Randolph D. Andrews
  • Robert A. Rissman
  • Seth Ness
  • Stephen C. Strother
  • William C. Mobley

Tags

Communities of Interest

  • Autonomy
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Alzheimer Disease
  • Biological Markers
  • Brain
  • Databases
  • Diagnostic Imaging
  • Health Services
  • Information Science
  • Intellectual Disability
  • Machine Learning
  • Magnetic Resonance
  • Medical Personnel
  • Neurodegeneration
  • Neuroimaging
  • Positron Emission Tomography
  • Positron Emissions
  • Tomography

Fields of Study

  • Medicine

Readers

  • Brain and Cognitive Science; Experimental Psychology; Cognitive Neuroscience
  • Medical Imaging.
  • Traumatic Brain Injury (TBI) and Cognitive Aging in the Guam and Border Populations Affected by Alzheimer's Disease and Tau-Associated Dementias.

Technology Areas

  • AI & ML