1. A blood-based diagnostic test incorporating plasma Aβ42/40 ratio, ApoE proteotype, and age accurately identifies brain amyloid status: findings from a multi cohort validity analysis
- Author
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Kevin E. Yarasheski, Kristopher M. Kirmess, Tim West, John H. Contois, Erin Jackson, David M. Holtzman, Mary S. Holubasch, Ilana Fogelman, Philip B. Verghese, Scott E. Harpstrite, Joel B. Braunstein, Stephanie S. Knapik, Yan Hu, Matthew R. Meyer, and Randall J. Bateman
- Subjects
0301 basic medicine ,Oncology ,Apolipoprotein E ,Neurology ,Apolipoprotein E4 ,Youden's J statistic ,Gene Dosage ,Cohort Studies ,0302 clinical medicine ,Tandem Mass Spectrometry ,Cutoff ,Aged, 80 and over ,Blood Specimen Collection ,Age Factors ,Brain ,Middle Aged ,Area Under Curve ,Cohort ,Biomarker (medicine) ,Female ,Alzheimer’s disease ,Research Article ,Amyloid ,medicine.medical_specialty ,Neurodegeneration, mass spectrometry ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Apolipoproteins E ,Alzheimer Disease ,Predictive Value of Tests ,Internal medicine ,medicine ,Humans ,Plasma biomarkers ,RC346-429 ,Molecular Biology ,Aged ,Brain Chemistry ,Amyloid beta-Peptides ,Receiver operating characteristic ,business.industry ,RC952-954.6 ,Peptide Fragments ,030104 developmental biology ,ROC Curve ,Geriatrics ,Positron-Emission Tomography ,Neurology. Diseases of the nervous system ,Neurology (clinical) ,business ,Biomarkers ,030217 neurology & neurosurgery ,Chromatography, Liquid - Abstract
Background The development of blood-based biomarker tests that are accurate and robust for Alzheimer’s disease (AD) pathology have the potential to aid clinical diagnosis and facilitate enrollment in AD drug trials. We developed a high-resolution mass spectrometry (MS)-based test that quantifies plasma Aβ42 and Aβ40 concentrations and identifies the ApoE proteotype. We evaluated robustness, clinical performance, and commercial viability of this MS biomarker assay for distinguishing brain amyloid status. Methods We used the novel MS assay to analyze 414 plasma samples that were collected, processed, and stored using site-specific protocols, from six independent US cohorts. We used receiver operating characteristic curve (ROC) analyses to assess assay performance and accuracy for predicting amyloid status (positive, negative, and standard uptake value ratio; SUVR). After plasma analysis, sites shared brain amyloid status, defined using diverse, site-specific methods and cutoff values; amyloid PET imaging using various tracers or CSF Aβ42/40 ratio. Results Plasma Aβ42/40 ratio was significantly (p Conclusions This mass spectrometry-based plasma biomarker test: has strong diagnostic performance; can accurately distinguish brain amyloid positive from amyloid negative individuals; may aid in the diagnostic evaluation process for Alzheimer’s disease; and may enhance the efficiency of enrolling participants into Alzheimer’s disease drug trials.
- Published
- 2021
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