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Plasma amyloid β 40/42 ratio predicts cerebral amyloidosis in cognitively normal individuals at risk for Alzheimer's disease.
- Source :
-
Alzheimer's & dementia : the journal of the Alzheimer's Association [Alzheimers Dement] 2019 Jun; Vol. 15 (6), pp. 764-775. Date of Electronic Publication: 2019 May 18. - Publication Year :
- 2019
-
Abstract
- Introduction: Blood-based biomarkers of pathophysiological brain amyloid β (Aβ) accumulation, particularly for preclinical target and large-scale interventions, are warranted to effectively enrich Alzheimer's disease clinical trials and management.<br />Methods: We investigated whether plasma concentrations of the Aβ <subscript>1-40</subscript> /Aβ <subscript>1-42</subscript> ratio, assessed using the single-molecule array (Simoa) immunoassay, may predict brain Aβ positron emission tomography status in a large-scale longitudinal monocentric cohort (N = 276) of older individuals with subjective memory complaints. We performed a hypothesis-driven investigation followed by a no-a-priori hypothesis study using machine learning.<br />Results: The receiver operating characteristic curve and machine learning showed a balanced accuracy of 76.5% and 81%, respectively, for the plasma Aβ <subscript>1-40</subscript> /Aβ <subscript>1-42</subscript> ratio. The accuracy is not affected by the apolipoprotein E (APOE) ε4 allele, sex, or age.<br />Discussion: Our results encourage an independent validation cohort study to confirm the indication that the plasma Aβ <subscript>1-40</subscript> /Aβ <subscript>1-42</subscript> ratio, assessed via Simoa, may improve future standard of care and clinical trial design.<br /> (Copyright © 2019 the Alzheimer's Association. Published by Elsevier Inc. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 1552-5279
- Volume :
- 15
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Alzheimer's & dementia : the journal of the Alzheimer's Association
- Publication Type :
- Academic Journal
- Accession number :
- 31113759
- Full Text :
- https://doi.org/10.1016/j.jalz.2019.03.009