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April 19, 2022; 98 (16) Research Article

Cerebral Microbleeds, Cerebral Amyloid Angiopathy, and Their Relationships to Quantitative Markers of Neurodegeneration

View ORCID ProfileCharles Beaman, Krystyna Kozii, View ORCID ProfileSaima Hilal, Minghua Liu, View ORCID ProfileAnthony J. Spagnolo-Allende, Guillermo Polanco-Serra, Christopher Chen, Ching-Yu Cheng, Daniela Zambrano, View ORCID ProfileBurak Arikan, Victor J. Del Brutto, View ORCID ProfileClinton Wright, Xena E. Flowers, Sandra P. Leskinen, View ORCID ProfileTatjana Rundek, Amanda Mitchell, Jean Paul Vonsattel, Etty Cortes, Andrew F. Teich, Ralph L. Sacco, View ORCID ProfileMitchell S.V. Elkind, David Roh, View ORCID ProfileJose Gutierrez, on behalf of the Alzheimer's Disease Neuroimaging Initiative
First published February 28, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200142
Charles Beaman
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Krystyna Kozii
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Saima Hilal
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Minghua Liu
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Anthony J. Spagnolo-Allende
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Guillermo Polanco-Serra
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Christopher Chen
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Ching-Yu Cheng
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Daniela Zambrano
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Burak Arikan
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Victor J. Del Brutto
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Clinton Wright
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Xena E. Flowers
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Sandra P. Leskinen
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Tatjana Rundek
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Amanda Mitchell
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Jean Paul Vonsattel
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Etty Cortes
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Andrew F. Teich
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Ralph L. Sacco
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Mitchell S.V. Elkind
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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David Roh
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Jose Gutierrez
From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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From the Departments of Neurology (C.B., K.K., M.L., A.J.S.-A., D.Z., A.M., A.F.T., M.S.V.E., D.R., J.G.) and Pathology and Cell Biology (X.E.F., S.P.L., J.P.V., A.F.T.), Columbia University Irving Medical Center, New York, NY; Department of Neurology (C.B.), UCLA Medical Center, Los Angeles, CA; Memory Aging and Cognition Center (S.H., C.C.), National University Health System, Singapore; Department of Pharmacology (S.H., C.C.), Yong Loo Lin School of Medicine, National University of Singapore; Saw Swee Hock School of Public Health (S.H.), National University of Singapore and National University Health System, Singapore; College of Medicine (G.P.-S.), SUNY Upstate Medical University, Syracuse, NY; Singapore Eye Research Institute (C.-Y.C.), Singapore National Eye Centre; Ophthalmology and Visual Sciences Academic Clinical Program (C.-Y.C.), Duke-NUS Medical School, National University of Singapore; Istanbul University Cerrahpasa School of Medicine (B.A.), Turkey; Department of Neurology and Evelyn F. McKnight Brain Institute (V.J.D.B., T.R., R.L.S.), Miller School of Medicine, University of Miami Miller School of Medicine, FL; National Institutes of Health (C.W.), Bethesda, MD; Department of Pathology (E.C.), Icahn School of Medicine at Mount Sinai, New York, NY; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY.
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Cerebral Microbleeds, Cerebral Amyloid Angiopathy, and Their Relationships to Quantitative Markers of Neurodegeneration
Charles Beaman, Krystyna Kozii, Saima Hilal, Minghua Liu, Anthony J. Spagnolo-Allende, Guillermo Polanco-Serra, Christopher Chen, Ching-Yu Cheng, Daniela Zambrano, Burak Arikan, Victor J. Del Brutto, Clinton Wright, Xena E. Flowers, Sandra P. Leskinen, Tatjana Rundek, Amanda Mitchell, Jean Paul Vonsattel, Etty Cortes, Andrew F. Teich, Ralph L. Sacco, Mitchell S.V. Elkind, David Roh, Jose Gutierrez, on behalf of the Alzheimer's Disease Neuroimaging Initiative
Neurology Apr 2022, 98 (16) e1605-e1616; DOI: 10.1212/WNL.0000000000200142

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Abstract

Background and Objectives Age-related cognitive impairment is driven by the complex interplay of neurovascular and neurodegenerative disease. There is a strong relationship between cerebral microbleeds (CMBs), cerebral amyloid angiopathy (CAA), and the cognitive decline observed in conditions such as Alzheimer disease. However, in the early, preclinical phase of cognitive impairment, the extent to which CMBs and underlying CAA affect volumetric changes in the brain related to neurodegenerative disease remains unclear.

Methods We performed cross-sectional analyses from 3 large cohorts: The Northern Manhattan Study (NOMAS), Alzheimer's Disease Neuroimaging Initiative (ADNI), and the Epidemiology of Dementia in Singapore study (EDIS). We conducted a confirmatory analysis of 82 autopsied cases from the Brain Arterial Remodeling Study (BARS). We implemented multivariate regression analyses to study the association between 2 related markers of cerebrovascular disease—MRI-based CMBs and autopsy-based CAA—as independent variables and volumetric markers of neurodegeneration as dependent variables. NOMAS included mostly dementia-free participants age 55 years or older from northern Manhattan. ADNI included participants living in the United States age 55–90 years with a range of cognitive status. EDIS included community-based participants living in Singapore age 60 years and older with a range of cognitive status. BARS included postmortem pathologic samples.

Results We included 2,657 participants with available MRI data and 82 autopsy cases from BARS. In a meta-analysis of NOMAS, ADNI, and EDIS, superficial CMBs were associated with larger gray matter (β = 4.49 ± 1.13, p = 0.04) and white matter (β = 4.72 ± 2.1, p = 0.03) volumes. The association between superficial CMBs and larger white matter volume was more evident in participants with 1 CMB (β = 5.17 ± 2.47, p = 0.04) than in those with ≥2 CMBs (β = 1.97 ± 3.41, p = 0.56). In BARS, CAA was associated with increased cortical thickness (β = 6.5 ± 2.3, p = 0.016) but not with increased brain weight (β = 1.54 ± 1.29, p = 0.26).

Discussion Superficial CMBs are associated with larger morphometric brain measures, specifically white matter volume. This association is strongest in brains with fewer CMBs, suggesting that the CMB/CAA contribution to neurodegeneration may not relate to tissue loss, at least in early stages of disease.

Glossary

Aβ=
β-amyloid;
AD=
Alzheimer disease;
ADNI=
Alzheimer's Disease Neuroimaging Initiative;
BARS=
Brain Arterial Remodeling Study;
CAA=
cerebral amyloid angiopathy;
CMB=
cerebral microbleed;
EDIS=
Epidemiology of Dementia in Singapore;
FLAIR=
fluid-attenuated inversion recovery;
GM=
gray matter;
GRE=
gradient echo;
MCI=
mild cognitive impairment;
NOMAS=
Northern Manhattan Study;
PVS=
dilated perivascular spaces;
WM=
white matter

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.

  • Data used in preparation of this article were obtained from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database (adni.loni.usc.edu). As such, the investigators within the ADNI contributed to the design and implementation of ADNI and/or provided data but did not participate in analysis or writing of this report. A complete listing of ADNI investigators can be found in the coinvestigators list at links.lww.com/WNL/B855.

  • Editorial, page 649

  • Received August 11, 2021.
  • Accepted in final form January 18, 2022.
  • © 2022 American Academy of Neurology
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