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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
  • , Dag Aarsland
  • , Daniel Alcolea
  • , Daniele Altomare
  • , Christine Von Arnim
  • , Simone Baiardi
  • , Ines Baldeiras
  • , Henryk Barthel
  • , Randall J. Bateman
  • , Bart Van Berckel
  • , Alexa Pichet Binette
  • , Kaj Blennow
  • , Merce Boada
  • , Henning Boecker
  • , Michel Bottlaender
  • Anouk Den Braber, David J. Brooks, Mark A. Van Buchem, Vincent Camus, Jose Manuel Carill, Jiri Cerman, Kewei Chen, Gaël Chételat, Elena Chipi, Ann D. Cohen, Alisha Daniels, Marion Delarue, Mira Didic, Alexander Drzezga, Bruno Dubois, Marie Eckerström, Laura L. Ekblad, Sebastiaan Engelborghs, Stéphane Epelbaum, Anne M. Fagan, Yong Fan, Tormod Fladby, Adam S. Fleisher, Wiesje M. Van Der Flier, Stefan Förster, Juan Fortea, Kristian Steen Frederiksen, Yvonne Freund-Levi, Lars Frings, Giovanni B. Frisoni, Lutz Fröhlich, Tomasz Gabryelewicz, Hermann Josef Gertz, Kiran Dip Gill, Olymbia Gkatzima, Estrella Gómez-Tortosa, Timo Grimmer, Eric Guedj, Christian G. Habeck, Harald Hampel, Ron Handels, Oskar Hansson, Lucrezia Hausner, Sabine Hellwig, Michael T. Heneka, Sanna Kaisa Herukka, Helmut Hildebrandt, John Hodges, Jakub Hort, Chin Chang Huang, Ane Juaristi Iriondo, Yoshiaki Itoh, Adrian Ivanoiu, William J. Jagust, Frank Jessen, Peter Johannsen, Keith A. Johnson, Ramesh Kandimalla, Elisabeth N. Kapaki, Silke Kern, Lena Kilander, Aleksandra Klimkowicz-Mrowiec, William E. Klunk, Norman Koglin, Johannes Kornhuber, Milica G. Kramberger, Hung Chou Kuo, Koen Van Laere, Susan M. Landau, Brigitte Landeau, Dong Young Lee, Mony De Leon, Cristian E. Leyton, Kun Ju Lin, Alberto Lleó, Malin Löwenmark, Karine Madsen, Wolfgang Maier, Jan Marcusson, Marta Marquié, Pablo Martinez-Lage, Nancy Maserejian, Niklas Mattsson, Alexandre De Mendonça, Philipp T. Meyer, Bruce L. Miller, Shinobu Minatani, Mark A. Mintun, Vincent C.T. Mok, Jose Luis Molinuevo, Silvia Daniela Morbelli, John C. Morris, Barbara Mroczko, Duk L. Na, Andrew Newberg, Flavio Nobili, Agneta Nordberg, Marcel G.M. Olde Rikkert, Catarina Resende De Oliveira, Pauline Olivieri, Adela Orellana, George Paraskevas, Piero Parchi, Matteo Pardini, Lucilla Parnetti, Oliver Peters, Judes Poirier, Julius Popp, Sudesh Prabhakar, Gil D. Rabinovici, Inez H. Ramakers, Lorena Rami, Eric M. Reiman, Juha O. Rinne, Karen M. Rodrigue, Eloy Rodríguez-Rodriguez, Catherine M. Roe, Pedro Rosa-Neto, Howard J. Rosen, Uros Rot, Christopher C. Rowe, Eckart Rüther, Agustín Ruiz, Osama Sabri, Jayant Sakhardande, Pascual Sánchez-Juan, Sigrid Botne Sando, Isabel Santana, Marie Sarazin, Philip Scheltens, Johannes Schröder, Per Selnes, Sang Won Seo, Dina Silva, Ingmar Skoog, Peter J. Snyder, Hilkka Soininen, Marc Sollberger, Reisa A. Sperling, Luisa Spiru, Yaakov Stern, Erik Stomrud, Akitoshi Takeda, Marc Teichmann, Charlotte E. Teunissen, Louisa I. Thompson, Jori Tomassen, Magda Tsolaki, Rik Vandenberghe, Marcel M. Verbeek, Frans R.J. Verhey, Victor Villemagne, Sylvia Villeneuve, Jonathan Vogelgsang, Gunhild Waldemar, Anders Wallin, Åsa K. Wallin, Jens Wiltfang, David A. Wolk, Tzu Chen Yen, Marzena Zboch, Henrik Zetterberg
  • University of Maastricht
  • Banner Alzheimer's Institute
  • VU University Amsterdam
  • University Hospital Malmö
  • Karolinska Institutet
  • Stavanger University Hospital
  • National Institute of Health Carlos III
  • Hospital de La Santa Creu I Sant Pau
  • IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli
  • University of Brescia
  • University Medical Center
  • Neurologische Uniklinik Ulm im RKU
  • DIBINEM, Alma Mater Studiorum, University of Bologna
  • University of Coimbra, Center for Neuroscience and Cell Biology
  • Hospital Universitàrio de Coimbra
  • University of Coimbra
  • University Hospital Leipzig
  • Washington University School of Medicine in St. Louis
  • McGill University
  • McGill University
  • Sahlgrenska University Hospital
  • Universitat Internacional de Catalunya
  • German Center for Neurodegenerative Diseases (DZNE)
  • University Paris-Sud
  • University of Newcastle upon Tyne
  • Aarhus University Hospital
  • Imperial College London
  • Leiden University Medical Centre
  • French National Centre for Scientific Research (CNRS) ERL
  • Hospital Universitario Marques de Valdecilla
  • Charles University and Motol University Hospital
  • Institut Blood and Brain @ Caen-Normandie
  • Università di Perugia
  • University of Pittsburgh School of Medicine
  • Hôpital La Timone
  • Institut de Neurosciences des Systèmes
  • University Hospital of Cologne
  • AP-HP Sorbonne Université
  • Göteborgs Universitet
  • University of Turku and Turku University Hospital
  • University of Antwerp
  • VUB Neurology
  • The University of Pennsylvania
  • Akershus University Hospital
  • Lilly Corporate Center
  • Technical University of Munich
  • Klinikum Bayreuth GmbH
  • Rigshospitalet
  • Örebro University
  • King's College London
  • University of Freiburg
  • Geneva University Hospitals
  • Heidelberg University
  • Electron Microscopy Platform
  • Department of Biophysics
  • Greek Association of Alzheimer's Disease and Related Disorders
  • Fundacion Jimenez Diaz
  • UMR 7249
  • Columbia University Irving Medical Center
  • AP-HP
  • Maastricht University Medical Center
  • Heidelberg University
  • University Medical Center
  • University of Bonn and University Hospital Bonn
  • University of Massachusetts Medical School
  • University of Kuopio
  • Kuopion Yliopistollinen sairaala
  • Universität Oldenburg
  • The University of Sydney
  • Chang Gung Memorial Foundation-Linkou
  • Centro de Investigación y Ciencias Avanzadas-Alzheimer Foundation
  • Osaka City University Medical School
  • Clinique Universitaire St-Luc
  • University of California at Berkeley
  • Lawrence Berkeley National Laboratory
  • University of Cologne
  • University of Cologne
  • Copenhagen University Hospital
  • Massachusetts General Hospital
  • Emory University School of Medicine
  • Indian Institute of Chemical Technology
  • Mahatma Gandhi Memorial Hospital
  • National and Kapodistrian University of Athens
  • Uppsala University
  • Jagiellonian University Medical College
  • Life Molecular Imaging GmbH
  • Universitätsklinikum Erlangen
  • University Medical Centre Ljubljana
  • Chang Gung University College of Medicine
  • Leuven University Center for Metabolic Bone Diseases
  • Department of Imaging and Pathology
  • Seoul National University Hospital
  • Weill Cornell Medicine
  • The University of Sydney
  • Chang Gung Memorial Hospital
  • Uppsala University Hospital
  • University of Bonn
  • Linköping University
  • CITA-Alzheimer Foundation
  • Neurology Research
  • Faculdade de Medicina, Universidade de Lisboa
  • University of California San Francisco
  • Avid Radiopharmaceuticals, Inc
  • Prince of Wales Hospital Hong Kong
  • Chinese University of Hong Kong
  • BrainNow Research Institute
  • Hospital Clinic Barcelona
  • University of Genova
  • IRCCS for Cancer Research
  • Medical University of Bialystok
  • Sungkyunkwan University School of Medicine
  • Samsung Medical Center, Sungkyunkwan University
  • Thomas Jefferson University
  • Amalia Children's Hospital
  • Université Paris-Descartes
  • Univ-Paris Diderot Sorbonne Paris-Cité
  • IRCCS Istituto delle Scienze Neurologiche
  • Charité – Universitätsmedizin Berlin
  • Studies on Prevention of Alzheimer's Disease (StOP-AD) Centre
  • University of Zurich
  • Centre Hospitalier Universitaire Vaudois
  • Turku PET Centre
  • University of Texas at Dallas
  • Austin Health
  • University of Melbourne
  • Columbia University
  • Norwegian University of Science and Technology
  • St. Olavs Hospital
  • College of Pharmacy
  • University Center for Medicine of Aging
  • University Hospital Basel
  • Harvard Medical School
  • Central Military Emergency University Hospital
  • Ana Aslan International Foundation
  • Brown University
  • Aristotle University of Thessaloniki
  • University of Leuven
  • University of Pittsburgh
  • McGill University
  • University of Copenhagen
  • University Clinic Tuebingen
  • University of Pennsylvania
  • Wroclaw Medical University
  • University College London
  • UK Dementia Research Institute
  • Hong Kong Center for Neurodegenerative Diseases

Research output: Contribution to journalArticlepeer-review

215 Scopus citations

Abstract

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 19097 participants (mean [SD] age, 69.1 [9.8] years; 10148 women [53.1%]) included, 10139 (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..

Original languageEnglish
Pages (from-to)228-243
Number of pages16
JournalJAMA Neurology
Volume79
Issue number3
DOIs
StatePublished - Mar 2022

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