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February 15, 2022; 98 (7) Research Article

Validation of Plasma Amyloid-β 42/40 for Detecting Alzheimer Disease Amyloid Plaques

Yan Li, Suzanne E. Schindler, James G. Bollinger, Vitaliy Ovod, Kwasi G. Mawuenyega, Michael W. Weiner, Leslie M. Shaw, Colin L. Masters, Christopher J. Fowler, John Q. Trojanowski, Magdalena Korecka, Ralph N. Martins, Shorena Janelidze, Oskar Hansson, View ORCID ProfileRandall J. Bateman
First published December 14, 2021, DOI: https://doi.org/10.1212/WNL.0000000000013211
Yan Li
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Suzanne E. Schindler
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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James G. Bollinger
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Vitaliy Ovod
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Kwasi G. Mawuenyega
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Michael W. Weiner
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Leslie M. Shaw
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Colin L. Masters
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Christopher J. Fowler
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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John Q. Trojanowski
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Magdalena Korecka
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Ralph N. Martins
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Shorena Janelidze
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Oskar Hansson
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Randall J. Bateman
From the Department of Neurology (Y.L., S.E.S., J.G.B., V.O., K.G.M., R.J.B.), Division of Biostatistics (Y.L.), Knight Alzheimer's Disease Research Center (S.E.S., R.J.B.), and Hope Center for Neurological Disorders (R.J.B.), Washington University School of Medicine, St. Louis, MO; Departments of Psychiatry, Radiology and Biomedical Imaging, Medicine, and Neurology (M.W.W.), Center for Imaging and Neurodegenerative Diseases, Northern California Institute for Research and Education, Department of Veterans Affairs Medical Center, University of California San Francisco; Department of Pathology and Laboratory Medicine (S.M.L., J.Q.T., M.K.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; The Florey Institute of Neuroscience and Mental Health (C.L.M., C.J.F.), University of Melbourne, Victoria; Edith Cowan University (R.N.M.), Joondalup, Australia; Department of Clinical Sciences, Clinical Memory Research Unit (S.J., O.H.), Lund University; and Memory Clinic (O.H.), Skåne University Hospital, Malmö, Sweden.
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Validation of Plasma Amyloid-β 42/40 for Detecting Alzheimer Disease Amyloid Plaques
Yan Li, Suzanne E. Schindler, James G. Bollinger, Vitaliy Ovod, Kwasi G. Mawuenyega, Michael W. Weiner, Leslie M. Shaw, Colin L. Masters, Christopher J. Fowler, John Q. Trojanowski, Magdalena Korecka, Ralph N. Martins, Shorena Janelidze, Oskar Hansson, Randall J. Bateman
Neurology Feb 2022, 98 (7) e688-e699; DOI: 10.1212/WNL.0000000000013211

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Abstract

Background and Objectives To determine the diagnostic accuracy of a plasma Aβ42/Aβ40 assay in classifying amyloid PET status across global research studies using samples collected by multiple centers that utilize different blood collection and processing protocols.

Methods Plasma samples (n = 465) were obtained from 3 large Alzheimer disease (AD) research cohorts in the United States (n = 182), Australia (n = 183), and Sweden (n = 100). Plasma Aβ42/Aβ40 was measured by a high precision immunoprecipitation mass spectrometry (IPMS) assay and compared to the reference standards of amyloid PET and CSF Aβ42/Aβ40.

Results In the combined cohort of 465 participants, plasma Aβ42/Aβ40 had good concordance with amyloid PET status (receiver operating characteristic area under the curve [AUC] 0.84, 95% confidence interval [CI] 0.80–0.87); concordance improved with the inclusion of APOE ε4 carrier status (AUC 0.88, 95% CI 0.85–0.91). The AUC of plasma Aβ42/Aβ40 with CSF amyloid status was 0.85 (95% CI 0.78–0.91) and improved to 0.93 (95% CI 0.89–0.97) with APOE ε4 status. These findings were consistent across the 3 cohorts, despite differences in protocols. The assay performed similarly in both cognitively unimpaired and impaired individuals.

Discussion Plasma Aβ42/Aβ40 is a robust measure for detecting amyloid plaques and can be utilized to aid in the diagnosis of AD, identify those at risk for future dementia due to AD, and improve the diversity of populations enrolled in AD research and clinical trials.

Classification of Evidence This study provides Class II evidence that plasma Aβ42/Aβ40, as measured by a high precision IPMS assay, accurately diagnoses brain amyloidosis in both cognitively unimpaired and impaired research participants.

Glossary

A4=
Anti-Amyloid Treatment in Asymptomatic Alzheimer's Disease;
ADNI=
Alzheimer’s Disease Neuroimaging Initiative;
AIBL=
Australian Imaging, Biomarkers and Lifestyle Study;
AD=
Alzheimer disease;
AUC=
area under the curve;
CI=
confidence interval;
CN=
cognitively normal;
IPMS=
immunoprecipitation mass spectrometry;
LME=
linear mixed effects;
MCI=
mild cognitive impairment;
NPA=
negative percent agreement;
NPV=
negative predictive value;
p-tau=
phosphorylated tau;
PPA=
positive percent agreement;
PPV=
positive predictive value;
ROC=
receiver operating characteristic;
SCD=
subjective cognitive decline;
SMC=
significant memory concern;
SUVR=
standardized uptake value ratio

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • Class of Evidence: NPub.org/coe

  • Infographic: links.lww.com/WNL/B764

  • Received June 22, 2021.
  • Accepted in final form December 6, 2021.
  • © 2021 American Academy of Neurology
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