Evidence map›Paper›PMID 35099509›Full record

ArticleJAMA neurology2022

Prevalence Estimates of Amyloid Abnormality Across the Alzheimer Disease Clinical Spectrum.

Willemijn J Jansen, Olin Janssen, Betty M Tijms, Stephanie J B Vos, Rik Ossenkoppele, Pieter Jelle Visser, Amyloid Biomarker Study Group, Dag Aarsland, Daniel Alcolea, Daniele Altomare and 173 more

Erratum issuedOpen access · greenAbstract read
In one paragraph

Article in JAMA neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 194 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
194citing papers in PubMed, 5 pooled it
38.2field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

194 citing papers in PubMed, 5 syntheses or guidelines pooled it, 269 citations in OpenAlex.

  1. Guideline
  2. Pooled it
  3. Guideline
  4. Pooled it
  5. The Footprint ofCurrent Alzheimer research · 2025
    Pooled it
  6. Trial
  7. Article
  8. Article
  9. More efficient screening for preclinical Alzheimer's clinical trials using mixture of experts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  10. Article
  11. Article
  12. Article
  13. Predicting continuous amyloid PET levels with CSF and plasma brain-derived p-tau217.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Blood-based proteomic signature of amyloidosis: identification of novel regulators of amyloid load.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article

134 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

183 authors at 20 institutions in 27 countries.

Willemijn J JansenAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Olin JanssenAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Betty M TijmsAlzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam University Medical Center (UMC), Amsterdam, the Netherlands.
Stephanie J B VosAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Rik OssenkoppeleAlzheimer Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam University Medical Center (UMC), Amsterdam, the Netherlands.
Pieter Jelle VisserAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Amyloid Biomarker Study Group
Dag AarslandDepartment of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division for Neurogeriatrics, Karolinska Institutet, Huddinge, Sweden.
Daniel AlcoleaCentro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain.
Daniele AltomareLaboratory Alzheimer's Neuroimaging and Epidemiology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Fatebenefratelli, Brescia, Italy.
Christine von ArnimDivision of Geriatrics, University of Goettingen Medical School, Goettingen, Germany.
Simone BaiardiDepartment of Experimental Diagnostic and Specialty Medicine (DIMES), University of Bologna, Bologna, Spain.
Ines BaldeirasCenter for Neuroscience and Cell Biology (CIBB), University of Coimbra, Coimbra, Portugal.
Henryk BarthelDepartment of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany.
Randall J BatemanDepartment of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri.
Bart Van BerckelDepartment of Radiology and Nuclear Medicine, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Alexa Pichet BinetteDepartment of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.
Kaj BlennowClinical Neurochemistry Laboratory, Department of Neuroscience and Physiology, Sahlgren's University Hospital, Mölndal, Sweden.
Merce BoadaResearch Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain.
Henning BoeckerDeutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany.
Michel BottlaenderUniversité 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.
Anouk den BraberDepartment of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
David J BrooksTranslational and Clinical Research Institute, University of Newcastle upon Tyne, United Kingdom.
Mark A Van BuchemDepartment of Neurology, University Hospital Leiden, Leiden, the Netherlands.
Vincent CamusUnite Mixte de Recherche, INSERM U930, French National Centre for Scientific Research (CNRS) ERL, Tours, France.
Jose Manuel CarillNuclear Medicine Department, University Hospital Marqués de Valdecilla, Molecular Imaging, Instituto de Investigación Sanitaria Valdecilla (IDIVAL), University of Cantabria, Santander, Spain.
Jiri CermanDepartment of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic.
Kewei ChenBanner Alzheimer's Institute, Phoenix, Arizona.
Gaël ChételatNormandie 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.
Elena ChipiCentro Disturbi della Memoria, Laboratorio di Neurochimica Clinica, Clinica Neurologica, Università di Perugia, Perugia, Italy.
Ann D CohenDepartment of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Alisha DanielsDepartment of Neurology, Washington University School of Medicine in St Louis, St Louis, Missouri.
Marion DelarueNormandie 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.
Mira DidicAssistance Publique Hôpitaux de Marseille (AP-HM), Timone, Service de Neurologie et Neuropsychologie, Hôpital Timone Adultes, Marseille, France.
Alexander DrzezgaDeutsches Zentrum für Neurodegenerative Erkrankungen e.V. (DZNE), Bonn, Germany.
Bruno DuboisDepartment 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.
Marie EckerströmDepartment of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden.
Laura L EkbladTurku PET Centre, University of Turku, Turku, Finland.
Sebastiaan EngelborghsReference Center for Biological Markers of Dementia (BIODEM), University of Antwerp, Antwerp, Belgium.
Stéphane EpelbaumDepartment 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.
Anne M FaganDepartment of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri.
Yong FanDepartment of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Tormod FladbyDepartment of Neurology, Akershus University Hospital, Lorenskog, Norway.
Adam S FleisherEli Lilly and Company, Indianapolis, Indiana.
Wiesje M Van der FlierDepartment of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Stefan FörsterDepartment of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.
Juan ForteaCentro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain.
Kristian Steen FrederiksenDanish Dementia Research Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.
Yvonne Freund-LeviSchool of Medical Sciences, Örebro University, Örebro, Sweden.
Lars FringsDepartment of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Giovanni B FrisoniMemory Clinic, University Hospitals and University of Geneva, Geneva, Switzerland.
Lutz FröhlichDepartment of Geriatric Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany.
Tomasz GabryelewiczDepartment of Neurodegenerative Disorders, Mossakowski Medical Research Centre, Polish Academy of Sciences, Warsaw, Poland.
Hermann-Josef GertzKlinik und Poliklinik für Psychiatrie und Psychotherapie, Universitätsklinikum Leipzig, Leipzig, Germany.
Kiran Dip GillDepartment of Biochemistry, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
Olymbia GkatzimaGreek Association of Alzheimer's Disease and Related Disorders, Thessaloniki, Greece.
Estrella Gómez-TortosaDepartment of Neurology, Fundación Jiménez Díaz, Madrid, Spain.
Timo GrimmerDepartment of Psychiatry and Psychotherapy, Klinikum rechts der Isar, Technical University of Munich, School of Medicine, Munich, Germany.
Eric GuedjAix Marseille University, AP-HM, CNRS, Centrale Marseille, Institut Fresnel, Timone Hospital, Centre Européen de Recherche en Imagerie Médicale (CERIMED), Nuclear Medicine Department, Marseille, France.
Christian G HabeckDepartment of Neurology, Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University Irving Medical Center, New York, New York.
Harald HampelSorbonne University, Clinical Research Group no. 21, Alzheimer Precision Medicine, AP-HP, Pitié-Salpêtrière Hospital, Paris, France.
Ron HandelsAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Oskar HanssonClinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
Lucrezia HausnerUniversität Heidelberg, Abteilung Gerontopsychiatrie, Zentralinstitut für Seelische Gesundheit Mannheim, Mannheim, Germany.
Sabine HellwigDepartment of Psychiatry and Psychotherapy Medical Center, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Michael T HenekaDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital of Bonn, Bonn, Germany.
Sanna-Kaisa HerukkaInstitute of Clinical Medicine-Neurology, University of Eastern Finland, Kuopio, Finland.
Helmut HildebrandtKlinikum Bremen-Ost, University of Oldenburg, Institute of Psychology, Oldenburg, Germany.
John HodgesBrain and Mind Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.
Jakub HortDepartment of Neurology, Second Faculty of Medicine, Charles University and Motol University Hospital, Prague, Czech Republic.
Chin-Chang HuangChang Gung Memorial Foundation-Linkou, Taoyuan, Taiwan.
Ane Juaristi IriondoCenter for Research and Advanced Therapies, Centro de Investigación y Ciencias Avanzadas-Alzheimer Foundation, Donostia-San Sebastian, Spain.
Yoshiaki ItohDepartment of Neurology, Osaka City University Graduate School of Medicine, Osaka, Japan.
Adrian IvanoiuDepartment of Neurology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.
William J JagustHelen Wills Neuroscience Institute, University of California, Berkeley, Berkeley.
Frank JessenDepartment of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany.
Peter JohannsenMemory Disorder Unit, Copenhagen University Hospital, Copenhagen, Denmark.
Keith A JohnsonDepartment of Radiology, Massachusetts General Hospital, Boston.
Ramesh KandimallaDepartment of Biochemistry, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
Elisabeth N KapakiNational and Kapodistrian University of Athens, School of Medicine, 1st Department of Neurology, Eginition Hospital, Athens, Greece.
Silke KernNeuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.
Lena KilanderDepartment of Public Health and Caring Sciences/Geriatrics, Uppsala University, Uppsala, Sweden.
Aleksandra Klimkowicz-MrowiecDepartment of Internal Medicine and Gerontology, Faculty of Medicine, Jagiellonian University Medical College, Krakow, Poland.
William E KlunkDepartment of Psychiatry, Massachusetts General Hospital, Boston.
Norman KoglinLife Molecular Imaging GmbH, Berlin, Germany.
Johannes KornhuberDepartment of Psychiatry and Psychotherapy, University Hospital, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany.
Milica G KrambergerDepartment of Neurology, University Medical Centre Ljubljana, Ljubljana, Slovenia.
Hung-Chou KuoDepartment of Neurology, Chang Gung Memorial Hospital at Linkou Medical Center, Chang Gung University College of Medicine, Taoyuan, Taiwan.
Koen Van LaereDivision of Nuclear Medicine and Molecular Imaging, University Hospitals Leuven, Leuven, Belgium.
Susan M LandauHelen Wills Neuroscience Institute, University of California, Berkeley, Berkeley.
Brigitte LandeauNormandie 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.
Dong Young LeeDepartment of Neuropsychiatry, Seoul National University Hospital, Seoul, South Korea.
Mony de LeonBrain Health Imaging Institute, Department of Radiology, Weill Cornell Medicine, New York, New York.
Cristian E LeytonSchool of Psychology, Faculty of Science, The University of Sydney, Sydney, New South Wales, Australia.
Kun-Ju LinHealthy Aging Research Center and Department of Medical Imaging and Radiological Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.
Alberto LleóCentro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain.
Malin LöwenmarkMemory Clinic, Department of Geriatrics, Uppsala University Hospital, Uppsala, Sweden.
Karine MadsenNeurobiology Research Unit, Copenhagen University Hospital, Copenhagen, Denmark.
Wolfgang MaierDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University of Bonn, Bonn, Germany.
Jan MarcussonAcute Internal Medicine and Geriatrics, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Marta MarquiéResearch Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain.
Pablo Martinez-LageCenter for Research and Advanced Therapies, CITA-Alzheimer Foundation, Donostia-San Sebastian, Spain.
Nancy MaserejianBiogen, Cambridge, Massachusetts.
Niklas MattssonClinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
Alexandre de MendonçaFaculty of Medicine, University of Lisboa, Lisboa, Portugal.
Philipp T MeyerDepartment of Nuclear Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
Bruce L MillerMemory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco.
Shinobu MinataniDepartment of Neurology, Osaka City University Graduate School of Medicine, Osaka, Japan.
Mark A MintunAvid Radiopharmaceuticals, Philadelphia, Pennsylvania.
Vincent C T MokDivision of Neurology, Department of Medicine and Therapeutics, Prince of Wales Hospital, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Jose Luis MolinuevoAlzheimer's Disease and Other Cognitive Disorders Unit, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Clinic University Hospital, Barcelona, Spain.
Silvia Daniela MorbelliDepartment of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.
John C MorrisDepartment of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri.
Barbara MroczkoDepartment of Neurodegeneration Diagnostics, Medical University of Białystok, Białystok, Poland.
Duk L NaDepartment of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea.
Andrew NewbergMyrna Brind Center of Integrative Medicine, Thomas Jefferson University and Hospital, Philadelphia, Pennsylvania.
Flavio NobiliDipartimento di Neuroscienze, Riabilitazione, Oftalmologia, Genetica e Scienze Materno-Infantili (DINOGMI), University of Genoa, Genoa, Italy.
Agneta NordbergDepartment of Neurobiology, Care Sciences and Society, Center for Alzheimer Research, Division for Neurogeriatrics, Karolinska Institutet, Huddinge, Sweden.
Marcel G M Olde RikkertRadboudumc Alzheimer Centre, Radboud University Medical Center, Nijmegen, the Netherlands.
Catarina Resende de OliveiraCenter for Neuroscience and Cell Biology (CIBB), University of Coimbra, Coimbra, Portugal.
Pauline OlivieriDepartment of Neurology of Memory and Language, Groupe Hospitalier Universitaire Paris Psychiatry and Neurosciences, Hôpital Sainte Anne, F-75014, Paris, France.
Adela OrellanaResearch Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain.
George ParaskevasNational and Kapodistrian University of Athens, School of Medicine, 1st Department of Neurology, Eginition Hospital, Athens, Greece.
Piero ParchiIstituto delle Scienze Neurologiche di Bologna, IRCCS, Bologna, Italy.
Matteo PardiniDINOGMI, University of Genoa, Genoa, Italy.
Lucilla ParnettiCentro Disturbi della Memoria, Laboratorio di Neurochimica Clinica, Clinica Neurologica, Università di Perugia, Perugia, Italy.
Oliver PetersKlinik für Psychiatrie und Psychotherapie, Charité Universitätsmedizin Berlin-CBF, Berlin, Deutschland.
Judes PoirierStudies on Prevention of Alzheimer's Disease (StOP-AD) Centre, Montreal, Quebec, Canada.
Julius PoppDepartment of Geriatric Psychiatry, University Hospital of Psychiatry Zürich and University of Zürich, Zürich, Switzerland.
Sudesh PrabhakarDepartment of Neurology, Nehru Hospital, Postgraduate Institute of Medical Education and Research, Chandigarh, India.
Gil D RabinoviciMemory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco.
Inez H RamakersAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Lorena RamiAlzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, Hospital Clínic of Barcelona, IDIBAPS, Barcelona, Spain.
Eric M ReimanBanner Alzheimer's Institute, Phoenix, Arizona.
Juha O RinneTurku PET Centre, Turku, Finland.
Karen M RodrigueCenter for Vital Longevity, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Dallas.
Eloy Rodríguez-RodriguezNeurology Department, Hospital Universitario Marqués de Valdecilla and IDIVAL, Santander, Spain.
Catherine M RoeDepartment of Neurology and the Alzheimer's Disease Research Center, Washington University School of Medicine in St Louis, St Louis, Missouri.
Pedro Rosa-NetoStudies on Prevention of Alzheimer's Disease (StOP-AD) Centre, Montreal, Quebec, Canada.
Howard J RosenMemory and Aging Center, Department of Neurology, University of California, San Francisco, San Francisco.
Uros RotDepartment of Neurology, Medical Center, Zaloska 7, Ljubljana, Slovenia.
Christopher C RoweDepartment of Molecular Imaging, Austin Health, Melbourne, Victoria, Australia.
Eckart RütherDepartment of Psychiatry and Psychotherapy, University Medical Center, Georg-August University, Göttingen, Germany.
Agustín RuizResearch Center and Memory Clinic of Fundació Alzheimer Centre Educacional, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain.
Osama SabriDepartment of Nuclear Medicine, University Hospital of Leipzig, Leipzig, Germany.
Jayant SakhardandeCognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, New York, New York.
Pascual Sánchez-JuanService of Neurology, University Hospital Marqués de Valdecilla-IDIVAL, CIBERNED, Santander, Spain.
Sigrid Botne SandoDepartment of Neuroscience, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway.
Isabel SantanaCenter for Neuroscience and Cell Biology (CIBB), University of Coimbra, Coimbra, Portugal.
Marie SarazinDepartment of Neurology of Memory and Language, Groupe Hospitalier Universitaire Paris Psychiatry and Neurosciences, Hôpital Sainte Anne, F-75014, Paris, France.
Philip ScheltensDepartment of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Johannes SchröderSection for Geriatric Psychiatry, University of Heidelberg, Heidelberg, Germany.
Per SelnesDepartment of Neurology, Akershus University Hospital, Lorenskog, Norway.
Sang Won SeoDepartment of Neurology, Sungkyunkwan University School of Medicine, Samsung Medical Center, Seoul, South Korea.
Dina SilvaFaculty of Medicine, University of Lisboa, Lisboa, Portugal.
Ingmar SkoogNeuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.
Peter J SnyderDepartment of Biomedical and Pharmaceutical Sciences, College of Pharmacy, The University of Rhode Island, Kingston.
Hilkka SoininenDepartment of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland.
Marc SollbergerMemory Clinic, University Department of Geriatric Medicine, Felix Platter-Hospital, Basel, Switzerland.
Reisa A SperlingCenter for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
Luisa SpiruGeriatrics, Gerontology and Old Age Psychiatry Clinical Department, Carol Davila University of Medicine and Pharmacy-Elias, Emergency Clinical Hospital, Bucharest, Romania.
Yaakov SternCognitive Neuroscience Division, Department of Neurology and the Taub Institute, Columbia University, New York, New York.
Erik StomrudClinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
Akitoshi TakedaDepartment of Neurology, Osaka City University Graduate School of Medicine, Osaka, Japan.
Marc TeichmannDepartment 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.
Charlotte E TeunissenDepartment of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Louisa I ThompsonDepartment of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, Rhode Island.
Jori TomassenDepartment of Neurology, Alzheimer Centre Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
Magda TsolakiAristotle University of Thessaloniki, Memory and Dementia Center, 3rd Department of Neurology, George Papanicolau General Hospital of Thessaloniki, Thessaloniki, Greece.
Rik VandenbergheLaboratory for Cognitive Neurology, Department of Neurosciences, University of Leuven, Leuven, Belgium.
Marcel M VerbeekDepartments of Neurology and Laboratory Medicine, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Radboud Alzheimer Centre, Nijmegen, the Netherlands.
Frans R J VerheyAlzheimer Centre Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Victor VillemagneDepartment of Molecular Imaging, Austin Health, Melbourne, Victoria, Australia.
Sylvia VilleneuveDepartment of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.
Jonathan VogelgsangTranslational Neuroscience Laboratory, McLean Hospital, Harvard Medical School, Belmont, Massachusetts.
Gunhild WaldemarDanish Dementia Research Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.
Anders WallinNeuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.
Åsa K WallinClinical Memory Research Unit, Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
Jens WiltfangDepartment of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany.
David A WolkDepartment of Neurology, University of Pennsylvania, Philadelphia.
Tzu-Chen YenDepartment of Nuclear Medicine and Molecular Imaging Center, Linkou Chang Gung Memorial Hospital, Guishan, Taoyuan, Taiwan.
Marzena ZbochResearch-Scientific-Didactic Centre of Dementia-Related Diseases in Scinawa, Medical University of Wroclaw, Wroclaw, Poland.
Henrik ZetterbergNeuropsychiatric Epidemiology Unit, Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.
Centre National de la Recherche Scientifique · FRLund University · SEWashington University in St. Louis · USInserm · FRAlzheimer's Association · USChang Gung University · TWUniversity of California, San Francisco · USInstituto de Salud Carlos III · ESMaastricht University · NLRadboud University Nijmegen · NLThe University of Sydney · AUUniversity of Freiburg · DEUniversity of Lisbon · PTUniversity of Pittsburgh · USHeidelberg University · DEHospital de Sant Pau · ESNational and Kapodistrian University of Athens · GROsaka City University · JPSorbonne Université · FRStavanger University Hospital · NO

Funding

Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
Vascular factors, physical activity, and inflammation as modulators of neurodegenerative and cognitive trajectories (Project 2)P01AG036694 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI REISA A. SPERLING · 2010 to 2026
$50.2M
Research Education ComponentP30AG062422 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Gil Dan Rabinovici · 2019 to 2026
$36.9M
PET, APOE & the Preclinical Course of Alzheimer's DiseaseR01AG031581 · NIA · BANNER ALZHEIMER'S INSTITUTE · PI CASELLI, RICHARD J., REIMAN, ERIC MICHAEL · 2008 to 2018
$16.6M
Imaging CoreU01AG032438 · NIA · WASHINGTON UNIVERSITY · PI MARCUS, DANIEL SCOTT · 2008 to 2009
$6.1M
Cerebral amyloid angiopathy fluid biomarkers evaluation (CAFE)R01NS104147 · NINDS · UNIVERSITY OF RHODE ISLAND · PI VAN NOSTRAND, WILLIAM E. · 2018 to 2022
$3.2M
Medical Research Council G84/6523NIA NIH HHS P01 AG036694NIA NIH HHS P30 AG062422NIA NIH HHS R01 AG031581NIA NIH HHS U01 AG024904NIA NIH HHS U01 AG032438NINDS NIH HHS R01 NS104147
6 · The paper itself

Abstract

importanceOne 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.

objectiveTo 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

participantsThis 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.

resultsAmong 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.

Indexed as

Alzheimer DiseaseAmyloidosisCognitive DysfunctionAgedAmyloid beta-PeptidesAmyloidogenic ProteinsApolipoproteins EBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedPeptide FragmentsPositron-Emission TomographyPrevalenceAmyloid beta-PeptidesAmyloidogenic ProteinsApolipoproteins EBiomarkersPeptide Fragmentstau Proteins

Identifiers

PMID35099509
PMCPMC12138908
OpenAlexW4210650500

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.