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Article (Scientific journals)
Prevalence Estimates of Amyloid Abnormality Across the Alzheimer Disease Clinical Spectrum.
Jansen, Willemijn J; Janssen, Olin; Tijms, Betty M et al.
2022In JAMA Neurology, 79 (3), p. 228 - 243
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Keywords :
Amyloid beta-Peptides; Amyloidogenic Proteins; Apolipoproteins E; Biomarkers; Peptide Fragments; tau Proteins; Aged; Amyloid beta-Peptides/cerebrospinal fluid; Apolipoproteins E/genetics; Biomarkers/cerebrospinal fluid; Cross-Sectional Studies; Female; Humans; Male; Middle Aged; Peptide Fragments/cerebrospinal fluid; Positron-Emission Tomography; Prevalence; tau Proteins/cerebrospinal fluid; Alzheimer Disease/cerebrospinal fluid; Alzheimer Disease/diagnostic imaging; Alzheimer Disease/epidemiology; Amyloidosis; Cognitive Dysfunction/diagnostic imaging; Cognitive Dysfunction/epidemiology; Alzheimer Disease; Cognitive Dysfunction; Neurology (clinical)
Abstract :
[en] [en] IMPORTANCE: One characteristic histopathological event in Alzheimer disease (AD) is cerebral amyloid aggregation, which can be detected by biomarkers in cerebrospinal fluid (CSF) and on positron emission tomography (PET) scans. Prevalence estimates of amyloid pathology are important for health care planning and clinical trial design. OBJECTIVE: To estimate the prevalence of amyloid abnormality in persons with normal cognition, subjective cognitive decline, mild cognitive impairment, or clinical AD dementia and to examine the potential implications of cutoff methods, biomarker modality (CSF or PET), age, sex, APOE genotype, educational level, geographical region, and dementia severity for these estimates. DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional, individual-participant pooled study included participants from 85 Amyloid Biomarker Study cohorts. Data collection was performed from January 1, 2013, to December 31, 2020. Participants had normal cognition, subjective cognitive decline, mild cognitive impairment, or clinical AD dementia. Normal cognition and subjective cognitive decline were defined by normal scores on cognitive tests, with the presence of cognitive complaints defining subjective cognitive decline. Mild cognitive impairment and clinical AD dementia were diagnosed according to published criteria. EXPOSURES: Alzheimer disease biomarkers detected on PET or in CSF. MAIN OUTCOMES AND MEASURES: Amyloid measurements were dichotomized as normal or abnormal using cohort-provided cutoffs for CSF or PET or by visual reading for PET. Adjusted data-driven cutoffs for abnormal amyloid were calculated using gaussian mixture modeling. Prevalence of amyloid abnormality was estimated according to age, sex, cognitive status, biomarker modality, APOE carrier status, educational level, geographical location, and dementia severity using generalized estimating equations. RESULTS: Among the 19 097 participants (mean [SD] age, 69.1 [9.8] years; 10 148 women [53.1%]) included, 10 139 (53.1%) underwent an amyloid PET scan and 8958 (46.9%) had an amyloid CSF measurement. Using cohort-provided cutoffs, amyloid abnormality prevalences were similar to 2015 estimates for individuals without dementia and were similar across PET- and CSF-based estimates (24%; 95% CI, 21%-28%) in participants with normal cognition, 27% (95% CI, 21%-33%) in participants with subjective cognitive decline, and 51% (95% CI, 46%-56%) in participants with mild cognitive impairment, whereas for clinical AD dementia the estimates were higher for PET than CSF (87% vs 79%; mean difference, 8%; 95% CI, 0%-16%; P = .04). Gaussian mixture modeling-based cutoffs for amyloid measures on PET scans were similar to cohort-provided cutoffs and were not adjusted. Adjusted CSF cutoffs resulted in a 10% higher amyloid abnormality prevalence than PET-based estimates in persons with normal cognition (mean difference, 9%; 95% CI, 3%-15%; P = .004), subjective cognitive decline (9%; 95% CI, 3%-15%; P = .005), and mild cognitive impairment (10%; 95% CI, 3%-17%; P = .004), whereas the estimates were comparable in persons with clinical AD dementia (mean difference, 4%; 95% CI, -2% to 9%; P = .18). CONCLUSIONS AND RELEVANCE: This study found that CSF-based estimates using adjusted data-driven cutoffs were up to 10% higher than PET-based estimates in people without dementia, whereas the results were similar among people with dementia. This finding suggests that preclinical and prodromal AD may be more prevalent than previously estimated, which has important implications for clinical trial recruitment strategies and health care planning policies.
Disciplines :
Neurology
Author, co-author :
Jansen, Willemijn J;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands ; Banner Alzheimer's Institute, Phoenix, Arizona
Janssen, Olin;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
Tijms, Betty M;  Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam University Medical Center (UMC), Amsterdam, the Netherlands
Vos, Stephanie J B;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
Ossenkoppele, Rik;  Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam University Medical Center (UMC), Amsterdam, the Netherlands ; Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
Visser, Pieter Jelle;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands ; Alzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam University Medical Center (UMC), Amsterdam, the Netherlands ; Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
Amyloid Biomarker Study Group
Aarsland, Dag;  Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division for Neurogeriatrics, Karolinska Institutet, Huddinge, Sweden ; Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
Alcolea, Daniel;  Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain ; Memory Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
Altomare, Daniele;  Laboratory Alzheimer's Neuroimaging and Epidemiology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fatebenefratelli, Brescia, Italy ; Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
von Arnim, Christine;  Division of Geriatrics, University of Goettingen Medical School, Goettingen, Germany ; Clinic for Neurogeriatrics and Neurological Rehabilitation, University and Rehabilitation Hospital Ulm, Ulm, Germany
Baiardi, Simone;  Department of Experimental Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Spain
Baldeiras, Ines;  Center for Neuroscience and Cell Biology (CIBB), University of Coimbra, Coimbra, Portugal ; Neurology Department and Laboratory of Neurochemistry, Centro Hospitalar e Universitário de Coimbra, Praceta Professor Mota Pinto, Coimbra, Portugal ; Faculty of Medicine, University of Coimbra, Azinhaga de Santa Comba, Coimbra, Portugal
Barthel, Henryk;  Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
Bateman, Randall J;  Department of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri
Van Berckel, Bart;  Department of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Binette, Alexa Pichet;  Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada ; Douglas Mental Health University Institute, Montreal, Quebec, Canada
Blennow, Kaj;  Clinical Neurochemistry Laboratory, Department of Neuroscience and Physiology, Sahlgren's University Hospital, Mölndal, Sweden
Boada, Merce;  Research Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain ; CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
Boecker, Henning;  Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany
Bottlaender, Michel;  Université Paris-Saclay, Service Hospitalier Frédéric Joliot (CEA), French National Centre for Scientific Research (CNRS), Institut National de la Santé et de la Recherche Médicale (INSERM), BioMaps, Service Hospitalier Frederic Joliot, Orsay, France
den Braber, Anouk;  Department of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Brooks, David J;  Translational and Clinical Research Institute, University of Newcastle upon Tyne, United Kingdom ; Department of Nuclear Medicine, Positron Emission Tomography Centre, Aarhus University, Aarhus, Denmark ; Department of Brain Sciences, Imperial College London, London, United Kingdom
Van Buchem, Mark A;  Department of Neurology, University Hospital Leiden, Leiden, the Netherlands
Camus, Vincent;  Unite Mixte de Recherche, INSERM U930, French National Centre for Scientific Research (CNRS) ERL, Tours, France
Carill, Jose Manuel;  Nuclear Medicine Department, University Hospital Marqués de Valdecilla, Molecular Imaging, Instituto de Investigación Sanitaria Valdecilla (IDIVAL), University of Cantabria, Santander, Spain
Cerman, Jiri;  Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
Chen, Kewei;  Banner Alzheimer's Institute, Phoenix, Arizona
Chételat, Gaël;  Normandie University, University of Caen Normandie (UNICAEN), INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France
Chipi, Elena;  Centro Disturbi della Memoria, Laboratorio di Neurochimica Clinica, Clinica Neurologica, Università di Perugia, Perugia, Italy
Cohen, Ann D;  Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
Daniels, Alisha;  Department of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri
Delarue, Marion;  Normandie University, University of Caen Normandie (UNICAEN), INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France
Didic, Mira;  Assistance Publique Hôpitaux de Marseille (AP-HM), Timone, Service de Neurologie et Neuropsychologie, Hôpital Timone Adultes, Marseille, France ; Aix Marseille Univ, INSERM, Institut de Neurosciences des Systèmes (INS), Marseille, France
Drzezga, Alexander;  Deutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany ; Department of Nuclear Medicine, University Hospital of Cologne, Cologne, Germany
Dubois, Bruno;  Department of Neurology, Institut de la Mémoire et de la Maladie d'Alzheimer, Centre de Référence Démences Rares, Hôpital de la Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
Eckerström, Marie;  Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
Ekblad, Laura L;  Turku PET Centre, University of Turku, Turku, Finland
Engelborghs, Sebastiaan;  Reference Center for Biological Markers of Dementia (BIODEM), University of Antwerp, Antwerp, Belgium ; Center for Neurosciences, Vrije Universiteit Brussel, Brussels, Belgium
Epelbaum, Stéphane;  Department of Neurology, Institut de la Mémoire et de la Maladie d'Alzheimer, Centre de Référence Démences Rares, Hôpital de la Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
Fagan, Anne M;  Department of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri
Fan, Yong;  Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia
Fladby, Tormod;  Department of Neurology, Akershus University Hospital, Lorenskog, Norway
Fleisher, Adam S;  Eli Lilly and Company, Indianapolis, Indiana
Van der Flier, Wiesje M;  Department of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Förster, Stefan;  Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany ; Department of Nuclear Medicine, Klinikum Bayreuth, Bayreuth, Germany
Fortea, Juan;  Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain ; Memory Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
Frederiksen, Kristian Steen;  Danish Dementia Research Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
Freund-Levi, Yvonne;  School of Medical Sciences, Örebro University, Örebro, Sweden ; Department of Neurobiology, Care Sciences and Society, Division of Clinical Geriatrics, Karolinska Institutet Center for Alzheimer Research, Stockholm, Sweden ; Department of Old Age Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
Frings, Lars;  Department of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Frisoni, Giovanni B;  Memory Clinic, University Hospitals and University of Geneva, Geneva, Switzerland
Fröhlich, Lutz;  Department of Geriatric Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
Gabryelewicz, Tomasz;  Department of Neurodegenerative Disorders, Mossakowski Medical Research Centre, Polish Academy of Sciences, Warsaw, Poland
Gertz, Hermann-Josef;  Klinik und Poliklinik für Psychiatrie und Psychotherapie, Universitätsklinikum Leipzig, Leipzig, Germany
Gill, Kiran Dip;  Department of Biochemistry, Postgraduate Institute of Medical Education and Research, Chandigarh, India
Gkatzima, Olymbia;  Greek Association of Alzheimer's Disease and Related Disorders, Thessaloniki, Greece
Gómez-Tortosa, Estrella;  Department of Neurology, Fundación Jiménez Díaz, Madrid, Spain
Grimmer, Timo;  Department of Psychiatry and Psychotherapy, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany
Guedj, Eric;  Aix Marseille University, AP-HM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, Centre Européen de Recherche en Imagerie Médicale (CERIMED), Nuclear Medicine Department, Marseille, France
Habeck, Christian G;  Department of Neurology, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York
Hampel, Harald;  Sorbonne University, Clinical Research Group no. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital, Paris, France
Handels, Ron;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
Hansson, Oskar;  Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
Hausner, Lucrezia;  Universität Heidelberg, Abteilung Gerontopsychiatrie, Zentralinstitut für Seelische Gesundheit Mannheim, Mannheim, Germany
Hellwig, Sabine;  Department of Psychiatry and Psychotherapy Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany
HENEKA, Michael  ;  Department of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital of Bonn, Bonn, Germany ; Division of Infectious Diseases and Immunology, University of Massachusetts Medical School, Worcester
Herukka, Sanna-Kaisa;  Institute of Clinical Medicine-Neurology, University of Eastern Finland, Kuopio, Finland ; Neurocenter, Neurology, Kuopio University Hospital, Kuopio, Finland
Hildebrandt, Helmut;  Klinikum Bremen-Ost, University of Oldenburg, Institute of Psychology, Oldenburg, Germany
Hodges, John;  Brain and Mind Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
Hort, Jakub;  Department of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic
Huang, Chin-Chang;  Chang Gung Memorial Foundation-Linkou, Taoyuan, Taiwan
Iriondo, Ane Juaristi;  Center for Research and Advanced Therapies, Centro de Investigación y Ciencias Avanzadas-Alzheimer Foundation, Donostia-San Sebastian, Spain
Itoh, Yoshiaki;  Department of Neurology, Osaka City University Graduate School of Medicine, Osaka, Japan
Ivanoiu, Adrian;  Department of Neurology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
Jagust, William J;  Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley ; Division of Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, California
Jessen, Frank;  Department of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany ; Excellence Cluster on Cellular Stress Responses in Aging-Associated Diseases (CECAD), University of Cologne, Cologne, Germany ; DZNE, Bonn, Germany
Johannsen, Peter;  Memory Disorder Unit, Copenhagen University Hospital, Copenhagen, Denmark
Johnson, Keith A;  Department of Radiology, Massachusetts General Hospital, Boston
Kandimalla, Ramesh;  Department of Biochemistry, Postgraduate Institute of Medical Education and Research, Chandigarh, India ; Department of Radiation Oncology, Emory University, Atlanta, Georgia ; Applied Biology, Council of Scientific and Industrial Research (CSIR)-Indian Institute of Chemical Technology, Uppal Road, Tarnaka, Hyderabad, Telangana State, India ; Department of Biochemistry, Kakatiya Medical College/Mahatma Gandhi Memorial Hospital, Warangal, Telangana State, India
Kapaki, Elisabeth N;  National and Kapodistrian University of Athens, School of Medicine, 1st Department of Neurology, Eginition Hospital, Athens, Greece
Kern, Silke;  Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
Kilander, Lena;  Department of Public Health and Caring Sciences/Geriatrics, Uppsala University, Uppsala, Sweden
Klimkowicz-Mrowiec, Aleksandra;  Department of Internal Medicine and Gerontology, Faculty of Medicine, Jagiellonian University Medical College, Krakow, Poland
Klunk, William E;  Department of Psychiatry, Massachusetts General Hospital, Boston ; Department of Neurology, University of Pittsburgh, Pittsburgh, Pennsylvania
Koglin, Norman;  Life Molecular Imaging GmbH, Berlin, Germany
Kornhuber, Johannes;  Department of Psychiatry and Psychotherapy, University Hospital, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
Kramberger, Milica G;  Department of Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia
Kuo, Hung-Chou;  Department of Neurology, Chang Gung Memorial Hospital at Linkou Medical Center, Chang Gung University College of Medicine, Taoyuan, Taiwan
Van Laere, Koen;  Division of Nuclear Medicine and Molecular Imaging, University Hospitals Leuven, Leuven, Belgium ; Department of Imaging and Pathology, Katholieke Universiteit Leuven, Leuven, Belgium
Landau, Susan M;  Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley
Landeau, Brigitte;  Normandie University, University of Caen Normandie (UNICAEN), INSERM, U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), Institut Blood and Brain at Caen-Normandie, Cyceron, Caen, France
Lee, Dong Young;  Department of Neuropsychiatry, Seoul National University Hospital, Seoul, South Korea
de Leon, Mony;  Brain Health Imaging Institute, Department of Radiology, Weill Cornell Medicine, New York, New York
Leyton, Cristian E;  School of Psychology, Faculty of Science, The University of Sydney, Sydney, New South Wales, Australia
Lin, Kun-Ju;  Healthy Aging Research Center and Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan ; Department of Nuclear Medicine and Molecular Imaging Center, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan
Lleó, Alberto;  Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain ; Memory Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
Löwenmark, Malin;  Memory Clinic, Department of Geriatrics, Uppsala University Hospital, Uppsala, Sweden
Madsen, Karine;  Neurobiology Research Unit, Copenhagen University Hospital, Copenhagen, Denmark
Maier, Wolfgang;  Department of Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany
Marcusson, Jan;  Acute Internal Medicine and Geriatrics, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
Marquié, Marta;  Research Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain ; CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
Martinez-Lage, Pablo;  Center for Research and Advanced Therapies, CITA-Alzheimer Foundation, Donostia-San Sebastian, Spain
Maserejian, Nancy;  Biogen, Cambridge, Massachusetts
Mattsson, Niklas;  Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
de Mendonça, Alexandre;  Faculty of Medicine, University of Lisboa, Lisboa, Portugal
Meyer, Philipp T;  Department of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
Miller, Bruce L;  Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco
Minatani, Shinobu;  Department of Neurology, Osaka City University Graduate School of Medicine, Osaka, Japan
Mintun, Mark A;  Avid Radiopharmaceuticals, Philadelphia, Pennsylvania
Mok, Vincent C T;  Division of Neurology, Department of Medicine and Therapeutics, Prince of Wales Hospital, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China ; Margaret K.L. Cheung Research Centre for Management of Parkinsonism, Gerald Choa Neuroscience Centre, Lui Che Woo Institute of Innovative Medicine, The Chinese University of Hong Kong, Hong Kong, China ; BrainNow Research Institute, Guangdong Province, Shenzhen, China
Molinuevo, Jose Luis;  Alzheimer's Disease and Other Cognitive Disorders Unit, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Clinic University Hospital, Barcelona, Spain
Morbelli, Silvia Daniela;  Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy ; Ospedale Policlinico San Martino, IRCCS, Genoa, Italy
Morris, John C;  Department of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri
Mroczko, Barbara;  Department of Neurodegeneration Diagnostics, Medical University of Białystok, Białystok, Poland ; Department of Biochemical Diagnostics, University Hospital of Białystok, Białystok, Poland
Na, Duk L;  Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea ; Neuroscience Center, Samsung Medical Center, Seoul, South Korea
Newberg, Andrew;  Myrna Brind Center of Integrative Medicine, Thomas Jefferson University and Hospital, Philadelphia, Pennsylvania
Nobili, Flavio;  Dipartimento di Neuroscienze, Riabilitazione, Oftalmologia, Genetica e Scienze Materno-Infantili (DINOGMI), University of Genoa, Genoa, Italy ; Ospedale Policlinico San Martino, IRCCS, Genoa, Italy
Nordberg, Agneta;  Department of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division for Neurogeriatrics, Karolinska Institutet, Huddinge, Sweden ; Centre for Age-Related Medicine, Stavanger University Hospital, Stavanger, Norway
Olde Rikkert, Marcel G M;  Radboudumc Alzheimer Centre, Radboud University Medical Center, Nijmegen, the Netherlands
de Oliveira, Catarina Resende;  Center for Neuroscience and Cell Biology (CIBB), University of Coimbra, Coimbra, Portugal
Olivieri, Pauline;  Department of Neurology of Memory and Language, Groupe Hospitalier Universitaire Paris Psychiatry and Neurosciences, Hôpital Sainte Anne, F-75014, Paris, France ; Université de Paris, Paris, Université Paris-Saclay, BioMaps, CEA, CNRS, INSERM, Orsay, France
Orellana, Adela;  Research Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain ; CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
Paraskevas, George;  National and Kapodistrian University of Athens, School of Medicine, 1st Department of Neurology, Eginition Hospital, Athens, Greece
Parchi, Piero;  Istituto delle Scienze Neurologiche di Bologna, IRCCS, Bologna, Italy ; DIMES, University of Bologna, Bologna, Italy
Pardini, Matteo;  DINOGMI, University of Genoa, Genoa, Italy
Parnetti, Lucilla;  Centro Disturbi della Memoria, Laboratorio di Neurochimica Clinica, Clinica Neurologica, Università di Perugia, Perugia, Italy
Peters, Oliver;  Klinik für Psychiatrie und Psychotherapie, Charité Universitätsmedizin Berlin-CBF, Berlin, Deutschland
Poirier, Judes;  Studies on Prevention of Alzheimer's Disease (StOP-AD) Centre, Montreal, Quebec, Canada
Popp, Julius;  Department of Geriatric Psychiatry, University Hospital of Psychiatry Zürich and University of Zürich, Zürich, Switzerland ; Old Age Psychiatry, Department of Psychiatry, University Hospital of Lausanne and University of Lausanne, Lausanne, Switzerland
Prabhakar, Sudesh;  Department of Neurology, Nehru Hospital, Postgraduate Institute of Medical Education and Research, Chandigarh, India
Rabinovici, Gil D;  Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco
Ramakers, Inez H;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
Rami, Lorena;  Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic of Barcelona, IDIBAPS, Barcelona, Spain
Reiman, Eric M;  Banner Alzheimer's Institute, Phoenix, Arizona
Rinne, Juha O;  Turku PET Centre, Turku, Finland
Rodrigue, Karen M;  Center for Vital Longevity, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas
Rodríguez-Rodriguez, Eloy;  Neurology Department, Hospital Universitario Marqués de Valdecilla and IDIVAL, Santander, Spain
Roe, Catherine M;  Department of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri
Rosa-Neto, Pedro;  Studies on Prevention of Alzheimer's Disease (StOP-AD) Centre, Montreal, Quebec, Canada
Rosen, Howard J;  Memory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco
Rot, Uros;  Department of Neurology, Medical Center, Zaloska 7, Ljubljana, Slovenia
Rowe, Christopher C;  Department of Molecular Imaging, Austin Health, Melbourne, Victoria, Australia ; Florey Department of Neuroscience, University of Melbourne, Melbourne, Victoria, Australia
Rüther, Eckart;  Department of Psychiatry and Psychotherapy, University Medical Center, Georg-August University, Göttingen, Germany
Ruiz, Agustín;  Research Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain ; CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain
Sabri, Osama;  Department of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany
Sakhardande, Jayant;  Cognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, New York, New York
Sánchez-Juan, Pascual;  Service of Neurology, University Hospital Marqués de Valdecilla-IDIVAL, CIBERNED, Santander, Spain
Sando, Sigrid Botne;  Department of Neuroscience, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway ; Department of Neurology, University Hospital of Trondheim, Trondheim, Norway
Santana, Isabel;  Center for Neuroscience and Cell Biology (CIBB), University of Coimbra, Coimbra, Portugal ; Neurology Department and Laboratory of Neurochemistry, Centro Hospitalar e Universitário de Coimbra, Praceta Professor Mota Pinto, Coimbra, Portugal ; Faculty of Medicine, University of Coimbra, Azinhaga de Santa Comba, Coimbra, Portugal
Sarazin, Marie;  Department of Neurology of Memory and Language, Groupe Hospitalier Universitaire Paris Psychiatry and Neurosciences, Hôpital Sainte Anne, F-75014, Paris, France ; Université de Paris, Paris, Université Paris-Saclay, BioMaps, CEA, CNRS, INSERM, Orsay, France
Scheltens, Philip;  Department of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Schröder, Johannes;  Section for Geriatric Psychiatry, University of Heidelberg, Heidelberg, Germany
Selnes, Per;  Department of Neurology, Akershus University Hospital, Lorenskog, Norway
Seo, Sang Won;  Department of Neurology, Sungkyunkwan University School of Medicine, Samsung Medical Center, Seoul, South Korea
Silva, Dina;  Faculty of Medicine, University of Lisboa, Lisboa, Portugal
Skoog, Ingmar;  Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
Snyder, Peter J;  Department of Biomedical and Pharmaceutical Sciences, College of Pharmacy, The University of Rhode Island, Kingston
Soininen, Hilkka;  Department of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland ; Neurocenter, Department of Neurology, Kuopio University Hospital, Kuopio, Finland
Sollberger, Marc;  Memory Clinic, University Department of Geriatric Medicine, Felix Platter-Hospital, Basel, Switzerland ; Department of Neurology, University Hospital Basel, Basel, Switzerland
Sperling, Reisa A;  Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts ; Harvard Aging Brain Study, Department of Neurology, Harvard Medical School, Boston, Massachusetts
Spiru, Luisa;  Geriatrics, Gerontology and Old Age Psychiatry Clinical Department, Carol Davila University of Medicine and Pharmacy-Elias, Emergency Clinical Hospital, Bucharest, Romania ; Memory Clinic and Longevity Medicine, Ana Aslan International Foundation, Bucharest, Romania
Stern, Yaakov;  Cognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, New York, New York
Stomrud, Erik;  Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
Takeda, Akitoshi;  Department of Neurology, Osaka City University Graduate School of Medicine, Osaka, Japan
Teichmann, Marc;  Department of Neurology, Institut de la Mémoire et de la Maladie d'Alzheimer, Centre de Référence Démences Rares, Hôpital de la Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France ; Centre de Référence Démences Rares, Pitié-Salpêtrière University Hospital, AP-HP, Paris, France
Teunissen, Charlotte E;  Department of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Thompson, Louisa I;  Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, Rhode Island
Tomassen, Jori;  Department of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
Tsolaki, Magda;  Aristotle University of Thessaloniki, Memory and Dementia Center, 3rd Department of Neurology, George Papanicolau General Hospital of Thessaloniki, Thessaloniki, Greece
Vandenberghe, Rik;  Laboratory for Cognitive Neurology, Department of Neurosciences, University of Leuven, Leuven, Belgium ; Neurology Department, University Hospitals Leuven, Leuven, Belgium
Verbeek, Marcel M;  Departments of Neurology and Laboratory Medicine, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Radboud Alzheimer Centre, Nijmegen, the Netherlands
Verhey, Frans R J;  Alzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
Villemagne, Victor;  Department of Molecular Imaging, Austin Health, Melbourne, Victoria, Australia ; Molecular Biomarkers in Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
Villeneuve, Sylvia;  Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada ; Douglas Mental Health University Institute, Montreal, Quebec, Canada ; McConnell Brain Imaging Centre, Montreal Neurological Institute, Montreal, Quebec, Canada
Vogelgsang, Jonathan;  Translational Neuroscience Laboratory, McLean Hospital, Harvard Medical School, Belmont, Massachusetts
Waldemar, Gunhild;  Danish Dementia Research Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark ; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
Wallin, Anders;  Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden
Wallin, Åsa K;  Clinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden
Wiltfang, Jens;  Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany ; Center of Neurology, Department of Neurodegeneration and Hertie-Institute for Clinical Brain Research, University of Tuebingen, Tuebingen, Germany
Wolk, David A;  Department of Neurology, University of Pennsylvania, Philadelphia
Yen, Tzu-Chen;  Department of Nuclear Medicine and Molecular Imaging Center, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan ; Healthy Aging Research Center and Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan
Zboch, Marzena;  Research-Scientific-Didactic Centre of Dementia-Related Diseases in Scinawa, Medical University of Wroclaw, Wroclaw, Poland
Zetterberg, Henrik;  Neuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden ; Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden ; Department of Neurodegenerative Disease, University College London (UCL) Queen Square Institute of Neurology, Queen Square, London, United Kingdom ; UK Dementia Research Institute, London, United Kingdom ; Hong Kong Center for Neurodegenerative Diseases, Hong Kong, China
More authors (173 more) Less
External co-authors :
yes
Language :
English
Title :
Prevalence Estimates of Amyloid Abnormality Across the Alzheimer Disease Clinical Spectrum.
Publication date :
01 March 2022
Journal title :
JAMA Neurology
ISSN :
2168-6149
eISSN :
2168-6157
Publisher :
American Medical Association, United States
Volume :
79
Issue :
3
Pages :
228 - 243
Peer reviewed :
Peer Reviewed verified by ORBi
Funding text :
Funding/Support: This study was funded by Biogen.from Pfizer, Avid, and MSD Avenir (paid to the institution); receiving travel funding from Eisai Inc, Functional Neuromodulation, Axovant, Eli Lilly and Company, Takeda and Zinfandel, GE Healthcare, and Oryzon Genomics; receiving consultancy fees from Qynapse, Jung Diagnostics, Cytox Ltd, Axovant, Anavex, Takeda and Zinfandel, GE Healthcare, Oryzon Genomics, and Functional Neuromodulation; participating in scientific advisory boards of Functional Neuromodulation, Axovant, Eisai Inc, Eli Lilly and Company, Cytox Ltd, GE Healthcare, Takeda and Zinfandel, Oryzon Genomics, and Roche Diagnostics; being the inventor of 11 patents (In Vitro Multiparameter Determination Method for the Diagnosis and Early Diagnosis of Neurodegenerative Disorders, patent number 8916388; In Vitro Procedure for Diagnosis and Early Diagnosis of Neurodegenerative Diseases, patent number 8298784; Neurodegenerative Markers for Psychiatric Conditions, publication number 20120196300; In Vitro Multiparameter Determination Method for the Diagnosis and Early Diagnosis of Neurodegenerative Disorders, publication number 20100062463; In Vitro Method for the Diagnosis and Early Diagnosis of Neurodegenerative Disorders, publication number 20100035286; In Vitro Procedure for Diagnosis and Early Diagnosis of Neurodegenerative Diseases, publication number 20090263822; In Vitro Method for the Diagnosis of Neurodegenerative Diseases, patent number 7547553; CSF Diagnostic In Vitro Method for Diagnosis of Dementias and Neuroinflammatory Diseases, publication number 20080206797; In Vitro Method for the Diagnosis of Neurodegenerative Diseases, publication number 20080199966; Neurodegenerative Markers for Psychiatric Conditions, publication number 20080131921; and Method for Diagnosis of Dementias and Neuroinflammatory Diseases Based on an Increased Level of Procalcitonin in Cerebrospinal Fluid, United States patent 10921330). Dr Jagust reported consulting for Biogen, Bioclinica, and Genentech. Dr Koglin reported being employed at Life Molecular Imaging. Dr Marquié reported receiving research funding from ISCIII Acción Estratégica en Salud, which was integrated in the Spanish National RCDCI Plan and financed by a grant from ISCIII-Subdirección General de Evaluación and the Fondo Europeo de Desarrollo Regional (FEDER-Una manera de hacer Europa). Dr Morris reported receiving grants from the National Institutes of Health (NIH). Dr Nobili reported receiving fees for teaching courses from GE Healthcare and Biogen, for advisory board participation from Roche and Biogen, and for consultation from Bial. Dr Popp reported receiving consultation and speaker honoraria from Nestle Institute of Health Sciences, Innovation Campus, EPFL, Ono Pharma, OM Pharma Suisse, and Fujirebio Europe. Dr Rowe reported receiving grants from Cerveau Technologies, Biogen, and AbbVie as well as serving on the scientific advisory committee of Cerveau Technologies and the medical education faculty of Biogen. Dr Ruiz reported receiving support from Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III (ISCIII); the EU/European Federation of Pharmaceutical Industries and Associations (EFPIA) Innovative Medicines Initiative Joint Undertaking; grants from the EXIT (Exosomes Isolation Tool with Nanofluidic Concentration Device) project, EU Euronanomed3 Program, and PREADAPT project; grant from theShatau7-Imatau studies (Sarazin, Paris) were supported by grants PHRC-0054-N 2010 and PHRC-2013-0919 from the French Health Ministry, the Institut Roche de Recherche et Medecine Translationelle (Imabio3), Service Hospitalier Frédéric Joliot, Fondation pour la Recherche sur Alzheimer, Institut de Recherches Internationales Servier, and France-Alzheimer (Shatau7-Imatau). The Nijmegen cohort was supported by the BIONIC project (grant 733050822 from ZonMW-Memorabel as part of the Dutch National Deltaplan for Dementia [zonmw.nl/dementiaresearch]), the CAFÉ project (grant 5R01NS104147-02 from the NIH), and the Selfridges Group Foundation (grant NR170024). The BIONIC project is a consortium of Radboudumc, LUMC, ADX Neurosciences, and Rhode Island University.Joint Program for Neurodegenerative Diseases; and research funding from ISCIII Acción Estratégica en Salud, which was integrated in the Spanish National RCDCI Plan and financed by a grant from ISCIII-Subdirección General de Evaluación and the Fondo Europeo de Desarrollo Regional (FEDER; Una manera de hacer Europa) by Fundación Bancaria La Caixa and Grífols SA (GR@ACE project). Dr Sabri reported receiving grants from Life Molecular Imaging. Dr Snyder reported being a consultant to Alzheon Inc, AlzeCure Pharma, and AlzPATH Inc outside the submitted work. Dr Soininen reported receiving personal consultation fees from AC Immune and Novo Nordisk outside the submitted work. Dr Sperling reported receiving honorarium for consulting from AC Immune, Acumen, Alnylam, Cytox, Genentech, Janssen, JOMDD, Oligomerix, Neuraly, Neurocentria, Renew, Prothena, and Shionogi; reported receiving research funding from the National Institute on Aging (NIA), Alzheimer’s Association, Eisai Inc, Eli Lilly and Company, and Janssen; and reported the following financial relationships for her spouse (Dr Keith Johnson): Cerveau, Janssen, AC Immune, and Novartis. Dr Teunissen reported receiving research support from the European Commission (Marie Curie International Training Network and Joint Program for Neurodegenerative Diseases grants), Health Holland, the Dutch Research Council (ZonMW), Alzheimer Drug Discovery Foundation, The Selfridges Group Foundation, Alzheimer Netherlands, Alzheimer Association, and ABOARD (A Personalized Medicine Approach for Alzheimer's Disease), which is a public-private partnership supported by ZonMW, Alzheimer Nederland, Health Holland, Gieskes-Strijbisfonds, and Edwin Bouw Fonds; having a collaboration contract with ADx Neurosciences, Quanterix, and Eli Lilly and Company; performing contract research or receiving grants from AC Immune, Axon Neurosciences, Biogen, Brainstorm Therapeutics, Celgene, EIP Pharma, Eisai Inc, PeopleBio, Roche, Toyama, and Vivoryon; serving on editorial boards of Medidact Neurologie/ Springer, Alzheimer Research and Therapy, and Neurology: Neuroimmunology & Neuroinflammation; and being editor of a neuromethods book from Springer. Dr van der Flier reported holding the Pasman chair and receiving funding from ABOARD. Dr A. Wallin reported receiving gratuity for lectures from Lundbeck. Dr Zetterberg reported serving at scientific advisory boards and/or as a consultant for Alector, Eisai Inc, Denali, Roche Diagnostics, Wave, Samumed, Siemens Healthineers, Pinteon Therapeutics, Nervgen, AZTherapies, CogRx, and Red Abbey Labs; giving lectures in symposia sponsored by Cellectricon, Fujirebio, Alzecure, and Biogen; and being a co-founder of Brain Biomarker Solutions in Gothenburg AB, which is a part of the GU Ventures Incubator Program, outside the submitted work. No other disclosures were reported.reported participating in advisory boards from Fujirebio-Europe and Roche Diagnostics; receiving speaker honoraria from Fujirebio-Europe, Roche Diagnostics, Nutricia, Krka Farmacéutica SL, Zambon SAU, and Esteve Pharmaceuticals SA; and filing a patent application (WO2019175379 A1 Markers of Synaptopathy in Neurodegenerative Disease). Dr von Arnim reported receiving honoraria from serving on the scientific advisory board of Biogen, Roche, and Dr Willmar Schwabe GmbH & Co KG; funding for travel and speaker honoraria from Lilly GmbH, Daiichi Sankyo, Biogen, Roche Diagnostics AG, and Dr Willmar Schwabe GmbH & Co KG; and research support from Roche Diagnostics AG. Dr Chételat reported receiving research support from the European Union (EU)’s Horizon 2020 Research and Innovation Programme, Institut National de la Santé et de la Recherche Médicale (INSERM), Fondation d’Entreprise MMA des Entrepreneurs du Futur, Fondation Alzheimer, Programme Hospitalier de Recherche Clinique, Région Normandie, Association France Alzheimer et Maladies Apparentées, Fondation Recherche Alzheimer, and Fondation Vaincre Alzheimer (all to INSERM), as well as personal fees from Fondation d’Entreprise MMA des Entrepreneurs du Futur. Dr Barthel reported receiving grants from Life Molecular Imaging. Dr Eckerström reported being employed as an independent reviewer at Medavante-Prophase. Dr Engelborghs reported participating in consultancy or on advisory boards of Biogen, Danone, Eisai Inc, Icometrix, Pfizer, Novartis, and Roche, and receiving unrestricted research grants (paid to his institution) from ADx Neurosciences and Janssen Pharmaceuticals. Dr Grimmer reported receiving consulting fees from AbbVie, Anavex, Biogen, Bracket, Eli Lilly and Company, Functional Neuromodulation, Iqvia/ Quintiles, Novartis, Novo Nordisk, NuiCare, Roche Pharma, Toyama, and Vivoryon; lecture fees from Actelion, B. Braun, Biogen, Eli Lilly and Company, Life Molecular Imaging, Novartis, Parexel, and Roche Pharma; and grants to his institution from Actelion and Novartis. Dr Guedj reported having a scientific collaboration on amyloid positron emission tomography (PET) imaging with Life Molecular Imaging before 2018. Dr Hampel reported being an employee of Eisai Inc; being an unpaid senior associate editor for the journal Alzheimer’s & Dementia; previously receiving lecture fees from Servier, Biogen, and Roche; receiving research grantsHABS study was launched in 2010, is funded by the NIA, and is led by principal investigators Drs Sperling and Johnson at Massachusetts General Hospital, Harvard Medical School. A proportion of the data used in preparation of this article was obtained from the following: LEARN study, which was performed within the framework of the Center for Translational Molecular Medicine, a Dutch public-private partnership (project LEARN; grant 02 N-101 from Center for Translational Molecular Medicine); DIAN (grant UF01AG032438 from NIA), which was funded by the NIA, German Center for Neurodegenerative Diseases, Raul Carrea Institute for Neurological Research, and partially by the research and development grants for dementia from Japan Agency for Medical Research and Development and Korea Health Technology Research and Development Project through the Korea Health Industry Development Institute; and PREVENT-AD program (https://douglas.research. mcgill.ca/stop-ad-centre; data release 5.0, November 30, 2017), which provided and contributed to the design and implementation of PREVENT-AD data but did not participate in the analysis or writing of this article. A complete listing of PREVENT-AD research group investigators can be found at http://preventad.loris.ca/ acknowledgements/acknowledgements.php?date= [2020=04-01]. The FACEHBI study was supported by funds from Fundació ACE Institut Català de Neurociències Aplicades, Grifols, Life Molecular Imaging, Araclon Biotech, Alkahest, Laboratorio de Análisis Echevarne and IrsiCaixa. Part of the present study was supported by the European Medical Information Framework Alzheimer's Disease (EMIF-AD), which received support from the Innovative Medicines Initiative Joint Undertaking under EMIF-AD grant agreement 115372 that comprised financial contribution from the EU’s Seventh Framework Program (FP7/2007-2013) and in kind contribution from EFPIA companies. Research of Alzheimer Centre Amsterdam was part of the neurodegeneration research program of Amsterdam Neuroscience. Alzheimer Centre Amsterdam was supported by Stichting Alzheimer Nederland and Stichting VUmc Fonds. The SCIENCe project was supported by research grants from Gieskes-Strijbis Fonds and Stichting Dioraphte. PET scans in the Amsterdam Dementia Cohort were obtained with research grants from GE Healthcare, Life Molecular Imaging, AVID, and ZonMW-Memorabel, the research and innovation program for dementia. The Sant Pau Memory Unit received funding from CIBERNED, ISCIII, which is jointly funded by FEDER, EU, Una manera de hacer Europa; Generalitat de Catalunya; Fundació La Marató TV3 Fundació Bancària Obra Social La Caixa; Fundación BBVA; Fundación Española para el Fomento de la Investigación de la Esclerosis Lateral Amiotrófica; Global Brain Health Institute; Fundació Catalana Síndrome de Down; and Fundació Víctor Grífols i Lucas. The International Mind, Activities and Urban Places (IMAP) study (Dr Chételat; Caen, France) was supported by the Programme Hospitalier de Recherche Clinique (grants PHRCN 2011-A01493-38 and PHRCN 2012 12-006-0347), the Agence Nationale de la Recherche (ANR LONGVIE 2007), Fondation Plan Alzheimer (Alzheimer Plan 2008-2012), Association France Alzheimer et Maladies Apparentées AAP 2013, the Région Basse Normandie, and INSERM. The Phoenix Arizona APOE Cohort was funded by grant R01 AG031581 from the NIA. The Imabio3 andAdditional Information: Data used in preparation of the present article were obtained from the ADNI database (adni.loni.usc.edu). As such, ADNI investigators provided and contributed to the design and implementation of the ADNI data but did not participate in the analysis or writing of this article. A complete listing of ADNI investigators can be found at http://adni.loni.usc.edu/wp-content/ uploads/how_to_apply/ADNI_Acknowledgement_ List.pdf. The ADNI was launched in 2003 as a public-private partnership, led by principal investigator Michael W. Weiner, MD. The primary goal of ADNI is to test whether serial magnetic resonance imaging, PET, other biological markers, and clinical and neuropsychological assessment can be combined to measure the progression of mild cognitive impairment and early Alzheimer disease. Data collection and sharing for this project was funded by grant U01 AG024904 from the NIH and award W81XWH-12-2-0012 from the US Department of Defense. The ADNI is funded by the NIA; the National Institute of Biomedical Imaging and Bioengineering; and AbbVie, Alzheimer’s Association, Alzheimer’s Drug Discovery Foundation, Araclon Biotech, BioClinica Inc, Biogen, Bristol-Myers Squibb Company, CereSpir Inc, Cogstate, Eisai Inc, Elan Pharmaceuticals Inc, Eli Lilly and Company, EuroImmun, F. Hoffmann-La Roche Ltd and its affiliated company Genentech Inc, Fujirebio, GE Healthcare, IXICO Ltd, Janssen Alzheimer Immunotherapy Research and Development LLC, Johnson & Johnson Pharmaceutical Research and Development LLC, Lumosity, Lundbeck, Merck & Co Inc, Meso Scale Diagnostics LLC, NeuroRx Research, Neurotrack Technologies, Novartis Pharmaceuticals Corporation, Pfizer Inc, Piramal Imaging, Servier, Takeda Pharmaceutical Company, and Transition Therapeutics. The Canadian Institutes of Health Research provides support to the ADNI clinical sites in Canada. Private sector contributions are facilitated by the Foundation for the NIH (www. fnih.org). The grantee organization is the Northern California Institute for Research and Education, and the study is coordinated by the Alzheimer’s Therapeutic Research Institute (ATRI) at the University of Southern California. The ADNI data are disseminated by the Laboratory for Neuroimaging at the University of Southern California. The A4 and Longitudinal Evaluation of Amyloid Risk and Neurodegeneration (LEARN) studies are led by Dr Sperling at Brigham and Women’s Hospital, Harvard Medical School, and by Dr Paul Aisen at the ATRI. The A4 and LEARN studies are coordinated by the ATRI, and the data are made available through the Laboratory for Neuroimaging. The participants screening for the A4 Study provided permission to share their deidentified data to advance the objective to find a successful treatment for Alzheimer disease. The A4 Study is a secondary prevention trial in preclinical Alzheimer disease that aims to slow cognitive decline associated with brain amyloid accumulation in clinically normal older individuals. Data used in the preparation of this article were obtained from the Harvard Aging Brain Study (HABS; grant P01AG036694 from NIA). The
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