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January 16, 2018; 90 (3) Article

Brain amyloid load and its associations with cognition and vascular risk factors in FINGER Study

Nina Kemppainen, Jarkko Johansson, Jarmo Teuho, Riitta Parkkola, Juho Joutsa, Tiia Ngandu, Alina Solomon, Ruth Stephen, Yawu Liu, Tuomo Hänninen, Teemu Paajanen, Tiina Laatikainen, Hilkka Soininen, Antti Jula, Johanna Rokka, Eero Rissanen, Tero Vahlberg, Julia Peltoniemi, Miia Kivipelto, Juha O. Rinne
First published December 20, 2017, DOI: https://doi.org/10.1212/WNL.0000000000004827
Nina Kemppainen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Jarkko Johansson
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Jarmo Teuho
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Riitta Parkkola
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Juho Joutsa
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Tiia Ngandu
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Alina Solomon
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Ruth Stephen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Yawu Liu
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Tuomo Hänninen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Teemu Paajanen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Tiina Laatikainen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Hilkka Soininen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Antti Jula
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Johanna Rokka
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Eero Rissanen
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Tero Vahlberg
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Julia Peltoniemi
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Miia Kivipelto
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Juha O. Rinne
From the Turku PET Centre (N.K., J. Johansson, J.T., J. Joutsa, J.R., E.R., J.P., J.O.R.), University of Turku; Division of Clinical Neurosciences (N.K., J. Joutsa, E.R., J.O.R.), Turku University Hospital; Department of Radiology (R.P.), Turku University Hospital and University of Turku, Finland; Athinoula A. Martinos Center for Biomedical Imaging (J. Joutsa), Massachusetts General Hospital and Harvard Medical School, Charlestown; Berenson-Allen Center for Noninvasive Brain Stimulation (J. Joutsa), Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA; Department of Public Health Solutions (T.N., T.L., M.K.), Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland; Division of Clinical Geriatrics (T.N., A.S., M.K.), Center for Alzheimer Research, NVS, and Aging Research Center (A.S., M.K.), Karolinska Institutet, Stockholm, Sweden; Department of Neurology (A.S., R.S., Y.L., H.S., M.K.), Institute of Clinical Medicine, and Institute of Public Health and Clinical Nutrition (T.L.), University of Eastern Finland, Kuopio; Department of Neurology (T.H., H.S.), Kuopio University Hospital; Research and Service Centre for Occupational Health (T.P.), Finnish Institute of Occupational Health, Helsinki; Joint Municipal Authority for North Karelia Social and Health Services (T.L.), Joensuu; National Institute for Health and Welfare (A.J.); and Department of Biostatistics (T.V.), University of Turku and Turku University Hospital, Turku, Finland.
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Full PDF
Citation
Brain amyloid load and its associations with cognition and vascular risk factors in FINGER Study
Nina Kemppainen, Jarkko Johansson, Jarmo Teuho, Riitta Parkkola, Juho Joutsa, Tiia Ngandu, Alina Solomon, Ruth Stephen, Yawu Liu, Tuomo Hänninen, Teemu Paajanen, Tiina Laatikainen, Hilkka Soininen, Antti Jula, Johanna Rokka, Eero Rissanen, Tero Vahlberg, Julia Peltoniemi, Miia Kivipelto, Juha O. Rinne
Neurology Jan 2018, 90 (3) e206-e213; DOI: 10.1212/WNL.0000000000004827

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Abstract

Objective To investigate brain amyloid pathology in a dementia-risk population defined as cardiovascular risk factors, aging, and dementia risk (CAIDE) score of at least 6 but with normal cognition and to examine associations between brain amyloid load and cognitive performance and vascular risk factors.

Methods A subgroup of 48 individuals from the Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability (FINGER) main study participated in brain 11C-Pittsburgh compound B (PiB)-PET imaging, brain MRI, and neuropsychological assessment at the beginning of the study. Lifestyle/vascular risk factors were determined as body mass index, blood pressure, total and low-density lipoprotein cholesterol, and glucose homeostasis model assessment. White matter lesions were visually rated from MRIs by a semiquantitative Fazekas score.

Results Twenty participants (42%) had a positive PiB-PET on visual analysis. The PiB-positive group performed worse in executive functioning tests, included more participants with APOE ε4 allele (50%), and showed slightly better glucose homeostasis compared to PiB-negative participants. PiB-positive and -negative participants did not differ significantly in other cognitive domain scores or other vascular risk factors. There was no significant difference in Fazekas score between the PiB groups.

Conclusions The high percentage of PiB-positive participants provides evidence of a successful recruitment process of the at-risk population in the main FINGER intervention trial. The results suggest a possible association between early brain amyloid accumulation and decline in executive functions. APOE ε4 was clearly associated with amyloid positivity, but no other risk factor was found to be associated with positive PiB-PET.

GLOSSARY

AD=
Alzheimer disease;
BMI=
body mass index;
CAIDE=
cardiovascular risk factors, aging, and dementia risk score;
CERAD=
Consortium to Establish a Registry for Alzheimer's Disease;
FINGER=
Finnish Geriatric Intervention Study to Prevent Cognitive Impairment and Disability;
HOMA-IR=
glucose homeostasis model assessment index;
LDL=
low-density lipoprotein;
MMSE=
Mini-Mental State Examination;
NTB=
neuropsychological test battery;
PiB=
Pittsburgh compound B;
ROI=
region of interest

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 March 8, 2017.
  • Accepted in final form October 6, 2017.
  • Copyright © 2017 American Academy of Neurology
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