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June 14, 2022; 98 (24) Research Article

Trajectories of Cognitive Decline in Brain Donors With Autopsy-Confirmed Alzheimer Disease and Cerebrovascular Disease

Brandon Frank, Madeline Ally, Yorghos Tripodis, Christian Puzo, Caroline Labriola, Landon Hurley, Brett Martin, Joseph Palmisano, Lawrence Chan, Eric Steinberg, Katherine Turk, Andrew Budson, Maureen O’Connor, View ORCID ProfileRhoda Au, Wei Qiao Qiu, Lee Goldstein, Walter Kukull, Neil Kowall, Ronald Killiany, View ORCID ProfileRobert Stern, View ORCID ProfileThor Stein, Ann McKee, Jesse Mez, Michael Alosco
First published April 20, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200304
Brandon Frank
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
PhD
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Madeline Ally
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
BA
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Yorghos Tripodis
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Christian Puzo
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
BA
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Caroline Labriola
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
BA
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Landon Hurley
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Brett Martin
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
MS
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Joseph Palmisano
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
MPH, MA
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Lawrence Chan
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
MA
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Eric Steinberg
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
MSN
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Katherine Turk
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
MD
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Andrew Budson
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
MD
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Maureen O’Connor
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Rhoda Au
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Wei Qiao Qiu
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Lee Goldstein
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Walter Kukull
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Neil Kowall
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Ronald Killiany
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Robert Stern
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Thor Stein
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Ann McKee
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Jesse Mez
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Michael Alosco
From the Boston University Alzheimer’s Disease Center and CTE Center (B.F., M. Ally, Y.T., C.P., C.L., B.M., J.P., L.C., E.S., K.T., A.B., M.O., R.A., W.Q.Q., L.G., N.K., R.K., R.S., T.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veteran Affairs Bedford Healthcare System (B.F., M.O., T.S., A.M.), Bedford; Department of Biostatistics (Y.T.), Boston University School of Public Health, MA; Yale School of Public Health (L.H.), New Haven, CT; Biostatistics and Epidemiology Data Analytics Center (B.M., J.P.), Boston University School of Public Health; Department of Neurology (K.T., A.B., R.A., N.K., R.S., A.M., J.M., M. Alosco), Boston University School of Medicine; Veterans Affairs Boston Healthcare System (K.T., A.B., N.K., T.S., A.M); Department of Anatomy & Neurobiology (R.A., R.K., R.S.), Boston University School of Medicine; MA; Framingham Heart Study (R.A.), National Heart, Lung, and Blood Institute, Bethesda, MD; Department of Epidemiology (R.A.), Boston University School of Public Health; Department of Psychiatry (W.Q.Q.), Boston University School of Medicine; Department of Pharmacology & Experimental Therapeutics (W.Q.Q.), Boston University School of Medicine; Department of Pathology and Laboratory Medicine (L.G.), Boston University School of Medicine; Departments of Psychiatry and Ophthalmology (L.G.), Boston University School of Medicine; Departments of Biomedical, Electrical & Computer Engineering (L.G.), Boston University College of Engineering, MA; National Alzheimer's Coordinating Center (W.K.), Department of Epidemiology, University of Washington, Seattle; Center for Biomedical Imaging (R.K.), and Boston University School of Medicine; Department of Neurosurgery (R.S.), Boston University School of Medicine, MA.
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Trajectories of Cognitive Decline in Brain Donors With Autopsy-Confirmed Alzheimer Disease and Cerebrovascular Disease
Brandon Frank, Madeline Ally, Yorghos Tripodis, Christian Puzo, Caroline Labriola, Landon Hurley, Brett Martin, Joseph Palmisano, Lawrence Chan, Eric Steinberg, Katherine Turk, Andrew Budson, Maureen O’Connor, Rhoda Au, Wei Qiao Qiu, Lee Goldstein, Walter Kukull, Neil Kowall, Ronald Killiany, Robert Stern, Thor Stein, Ann McKee, Jesse Mez, Michael Alosco
Neurology Jun 2022, 98 (24) e2454-e2464; DOI: 10.1212/WNL.0000000000200304

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Abstract

Background and Objectives Cerebrovascular disease (CBVD) is frequently comorbid with autopsy-confirmed Alzheimer disease (AD), but its contribution to the clinical presentation of AD remains unclear. We leveraged the National Alzheimer's Coordinating Center (NACC) uniform and neuropathology datasets to compare the cognitive and functional trajectories of AD+/CBVD+ and AD+/CBVD− brain donors.

Methods The sample included NACC brain donors with autopsy-confirmed AD (Braak stage ≥3, Consortium to Establish a Registry for Alzheimer's Disease score ≥2) and complete Uniform Data Set (UDS) evaluations between 2005 and 2019, with the most recent UDS evaluation within 2 years of autopsy. CBVD was defined as moderate to severe arteriosclerosis or atherosclerosis. We used propensity score weighting to isolate the effects of comorbid AD and CBVD. This method improved the balance of covariates between the AD+/CBVD+ and AD+/CBVD− groups. Longitudinal mixed-effects models were assessed with robust bayesian estimation. UDS neuropsychological test and the Clinical Dementia Rating Scale Sum of Boxes (CDR-SB) scores were primary outcomes.

Results Of 2,423 brain donors, 1,476 were classified as AD+/CBVD+. Compared with AD+/CVBD− donors, the AD+/CBVD+ group had accelerated decline (i.e., group × time effects) on measures of processing speed (β = −0.93, 95% CI −1.35, −0.51, Bayes factor [BF] 130.75), working memory (β = 0.05, 95% CI 0.02, 0.07, BF 3.59), verbal fluency (β = 0.10, 95% CI 0.04, 0.15, BF 1.28), naming (β = 0.09, 95% CI 0.03, 0.16, BF = 0.69), and CDR-SB (β = −0.08, 95% CI −0.12, −0.05, BF 18.11). Effects ranged from weak (BFs <3.0) to strong (BFs <150). We also found worse performance in the AD+/CBVD+ group across time on naming (β = −1.04, 95% CI −1.83, −0.25, BF 2.52) and verbal fluency (β = −0.73, 95% CI −1.30, −0.15, BF 1.34) and more impaired CDR-SB scores (β = 0.45, 95% CI 0.01, 0.89, BF 0.33).

Discussion In brain donors with autopsy-confirmed AD, comorbid CBVD was associated with an accelerated functional and cognitive decline, particularly on neuropsychological tests of attention, psychomotor speed, and working memory. CBVD magnified effects of AD neuropathology on semantic-related neuropsychological tasks. Findings support a prominent additive and more subtle synergistic effect for comorbid CBVD neuropathology in AD.

Glossary

AD=
Alzheimer disease;
ADRC=
Alzheimer's Disease Research Center;
BF=
Bayes factor;
BNT=
Boston Naming Test;
CBVD=
cerebrovascular disease;
CDR-SB=
Clinical Dementia Rating Scale Sum of Boxes;
CI=
credible interval;
DSB=
Digit Span Backward;
IPW=
inverse probability weighting;
MCI=
mild cognitive impairment;
NACC=
National Alzheimer's Coordinating Center;
NACCARTE=
NACC arteriolosclerosis;
NACCAVAS=
NACC atherosclerosis of the circle of Willis;
NDS=
Neuropathology Data Set;
TMT=
Trail Making Test;
UDS=
Uniform Data Set

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.

  • Received October 26, 2021.
  • Accepted in final form February 16, 2022.
  • © 2022 American Academy of Neurology
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