Prevalence of Cerebral Amyloid Pathology in Persons Without Dementia: A Meta-analysis
IMPORTANCE: Cerebral amyloid-β aggregation is an early pathological event in Alzheimer disease (AD), starting decades before dementia onset. Estimates of the prevalence of amyloid pathology in persons without dementia are needed to understand the development of AD and to design prevention studies. O...
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Veröffentlicht in: | JAMA : the journal of the American Medical Association 2015-05, Vol.313 (19), p.1924-1938 |
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creator | Ossenkoppele, Rik Knol, Dirk L Tijms, Betty M Scheltens, Philip Verhey, Frans R. J Visser, Pieter Jelle Aalten, Pauline Aarsland, Dag Alcolea, Daniel Almdahl, Ina S Baldeiras, Inês Barthel, Henryk van Berckel, Bart N. M Bibeau, Kristen Blennow, Kaj Brooks, David J van Buchem, Mark A Camus, Vincent Chen, Kewei Chetelat, Gael Cohen, Ann D Drzezga, Alexander Engelborghs, Sebastiaan Fagan, Anne M Fladby, Tormod Fleisher, Adam S Ford, Lisa Förster, Stefan Fortea, Juan Frederiksen, Kristian S Gabryelewicz, Tomasz Gkatzima, Olymbia Gómez-Tortosa, Estrella Hampel, Harald Hausner, Lucrezia Hellwig, Sabine Herukka, Sanna-Kaisa Jagust, William J Johannsen, Peter Kapaki, Elisabeth Klimkowicz-Mrowiec, Aleksandra Klunk, William E Köhler, Sebastian Kornhuber, Johannes Kramberger, Milica G Landau, Susan M Lee, Dong Young Lisetti, Viviana Lleó, Alberto Madsen, Karine Marcusson, Jan Mattsson, Niklas de Mendonça, Alexandre Meulenbroek, Olga Meyer, Philipp T Mok, Vincent Møllergård, Hanne M Morris, John C Mroczko, Barbara Na, Duk L Newberg, Andrew Nordberg, Agneta Nordlund, Arto Paraskevas, George P Parnetti, Lucilla Perera, Gayan Peters, Oliver Popp, Julius Rabinovici, Gil D Rami, Lorena Resende de Oliveira, Catarina Rinne, Juha O Rodrigue, Karen M Rodríguez-Rodríguez, Eloy Roe, Catherine M Rot, Uros Rowe, Christopher C Rüther, Eckart Sabri, Osama Sanchez-Juan, Páscual Sarazin, Marie Schröder, Johannes Schütte, Christin Seo, Sang W Soetewey, Femke Soininen, Hilkka Spiru, Luiza Tsolaki, Magda Vandenberghe, Rik Verbeek, Marcel M Villemagne, Victor L Vos, Stephanie J. B van Waalwijk van Doorn, Linda J. C Waldemar, Gunhild Wallin, Anders Wallin, Åsa K Wiltfang, Jens Wolk, David A Zboch, Marzena Zetterberg, Henrik |
description | IMPORTANCE: Cerebral amyloid-β aggregation is an early pathological event in Alzheimer disease (AD), starting decades before dementia onset. Estimates of the prevalence of amyloid pathology in persons without dementia are needed to understand the development of AD and to design prevention studies. OBJECTIVE: To use individual participant data meta-analysis to estimate the prevalence of amyloid pathology as measured with biomarkers in participants with normal cognition, subjective cognitive impairment (SCI), or mild cognitive impairment (MCI). DATA SOURCES: Relevant biomarker studies identified by searching studies published before April 2015 using the MEDLINE and Web of Science databases and through personal communication with investigators. STUDY SELECTION: Studies were included if they provided individual participant data for participants without dementia and used an a priori defined cutoff for amyloid positivity. DATA EXTRACTION AND SYNTHESIS: Individual records were provided for 2914 participants with normal cognition, 697 with SCI, and 3972 with MCI aged 18 to 100 years from 55 studies. MAIN OUTCOMES AND MEASURES: Prevalence of amyloid pathology on positron emission tomography or in cerebrospinal fluid according to AD risk factors (age, apolipoprotein E [APOE] genotype, sex, and education) estimated by generalized estimating equations. RESULTS: The prevalence of amyloid pathology increased from age 50 to 90 years from 10% (95% CI, 8%-13%) to 44% (95% CI, 37%-51%) among participants with normal cognition; from 12% (95% CI, 8%-18%) to 43% (95% CI, 32%-55%) among patients with SCI; and from 27% (95% CI, 23%-32%) to 71% (95% CI, 66%-76%) among patients with MCI. APOE-ε4 carriers had 2 to 3 times higher prevalence estimates than noncarriers. The age at which 15% of the participants with normal cognition were amyloid positive was approximately 40 years for APOE ε4ε4 carriers, 50 years for ε2ε4 carriers, 55 years for ε3ε4 carriers, 65 years for ε3ε3 carriers, and 95 years for ε2ε3 carriers. Amyloid positivity was more common in highly educated participants but not associated with sex or biomarker modality. CONCLUSIONS AND RELEVANCE: Among persons without dementia, the prevalence of cerebral amyloid pathology as determined by positron emission tomography or cerebrospinal fluid findings was associated with age, APOE genotype, and presence of cognitive impairment. These findings suggest a 20- to 30-year interval between first development of amyloid positivity a |
doi_str_mv | 10.1001/jama.2015.4668 |
format | Article |
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J ; Visser, Pieter Jelle ; Aalten, Pauline ; Aarsland, Dag ; Alcolea, Daniel ; Almdahl, Ina S ; Baldeiras, Inês ; Barthel, Henryk ; van Berckel, Bart N. M ; Bibeau, Kristen ; Blennow, Kaj ; Brooks, David J ; van Buchem, Mark A ; Camus, Vincent ; Chen, Kewei ; Chetelat, Gael ; Cohen, Ann D ; Drzezga, Alexander ; Engelborghs, Sebastiaan ; Fagan, Anne M ; Fladby, Tormod ; Fleisher, Adam S ; Ford, Lisa ; Förster, Stefan ; Fortea, Juan ; Frederiksen, Kristian S ; Gabryelewicz, Tomasz ; Gkatzima, Olymbia ; Gómez-Tortosa, Estrella ; Hampel, Harald ; Hausner, Lucrezia ; Hellwig, Sabine ; Herukka, Sanna-Kaisa ; Jagust, William J ; Johannsen, Peter ; Kapaki, Elisabeth ; Klimkowicz-Mrowiec, Aleksandra ; Klunk, William E ; Köhler, Sebastian ; Kornhuber, Johannes ; Kramberger, Milica G ; Landau, Susan M ; Lee, Dong Young ; Lisetti, Viviana ; Lleó, Alberto ; Madsen, Karine ; Marcusson, Jan ; Mattsson, Niklas ; de Mendonça, Alexandre ; Meulenbroek, Olga ; Meyer, Philipp T ; Mok, Vincent ; Møllergård, Hanne M ; Morris, John C ; Mroczko, Barbara ; Na, Duk L ; Newberg, Andrew ; Nordberg, Agneta ; Nordlund, Arto ; Paraskevas, George P ; Parnetti, Lucilla ; Perera, Gayan ; Peters, Oliver ; Popp, Julius ; Rabinovici, Gil D ; Rami, Lorena ; Resende de Oliveira, Catarina ; Rinne, Juha O ; Rodrigue, Karen M ; Rodríguez-Rodríguez, Eloy ; Roe, Catherine M ; Rot, Uros ; Rowe, Christopher C ; Rüther, Eckart ; Sabri, Osama ; Sanchez-Juan, Páscual ; Sarazin, Marie ; Schröder, Johannes ; Schütte, Christin ; Seo, Sang W ; Soetewey, Femke ; Soininen, Hilkka ; Spiru, Luiza ; Tsolaki, Magda ; Vandenberghe, Rik ; Verbeek, Marcel M ; Villemagne, Victor L ; Vos, Stephanie J. B ; van Waalwijk van Doorn, Linda J. C ; Waldemar, Gunhild ; Wallin, Anders ; Wallin, Åsa K ; Wiltfang, Jens ; Wolk, David A ; Zboch, Marzena ; Zetterberg, Henrik</creator><creatorcontrib>Ossenkoppele, Rik ; Knol, Dirk L ; Tijms, Betty M ; Scheltens, Philip ; Verhey, Frans R. J ; Visser, Pieter Jelle ; Aalten, Pauline ; Aarsland, Dag ; Alcolea, Daniel ; Almdahl, Ina S ; Baldeiras, Inês ; Barthel, Henryk ; van Berckel, Bart N. M ; Bibeau, Kristen ; Blennow, Kaj ; Brooks, David J ; van Buchem, Mark A ; Camus, Vincent ; Chen, Kewei ; Chetelat, Gael ; Cohen, Ann D ; Drzezga, Alexander ; Engelborghs, Sebastiaan ; Fagan, Anne M ; Fladby, Tormod ; Fleisher, Adam S ; Ford, Lisa ; Förster, Stefan ; Fortea, Juan ; Frederiksen, Kristian S ; Gabryelewicz, Tomasz ; Gkatzima, Olymbia ; Gómez-Tortosa, Estrella ; Hampel, Harald ; Hausner, Lucrezia ; Hellwig, Sabine ; Herukka, Sanna-Kaisa ; Jagust, William J ; Johannsen, Peter ; Kapaki, Elisabeth ; Klimkowicz-Mrowiec, Aleksandra ; Klunk, William E ; Köhler, Sebastian ; Kornhuber, Johannes ; Kramberger, Milica G ; Landau, Susan M ; Lee, Dong Young ; Lisetti, Viviana ; Lleó, Alberto ; Madsen, Karine ; Marcusson, Jan ; Mattsson, Niklas ; de Mendonça, Alexandre ; Meulenbroek, Olga ; Meyer, Philipp T ; Mok, Vincent ; Møllergård, Hanne M ; Morris, John C ; Mroczko, Barbara ; Na, Duk L ; Newberg, Andrew ; Nordberg, Agneta ; Nordlund, Arto ; Paraskevas, George P ; Parnetti, Lucilla ; Perera, Gayan ; Peters, Oliver ; Popp, Julius ; Rabinovici, Gil D ; Rami, Lorena ; Resende de Oliveira, Catarina ; Rinne, Juha O ; Rodrigue, Karen M ; Rodríguez-Rodríguez, Eloy ; Roe, Catherine M ; Rot, Uros ; Rowe, Christopher C ; Rüther, Eckart ; Sabri, Osama ; Sanchez-Juan, Páscual ; Sarazin, Marie ; Schröder, Johannes ; Schütte, Christin ; Seo, Sang W ; Soetewey, Femke ; Soininen, Hilkka ; Spiru, Luiza ; Tsolaki, Magda ; Vandenberghe, Rik ; Verbeek, Marcel M ; Villemagne, Victor L ; Vos, Stephanie J. B ; van Waalwijk van Doorn, Linda J. C ; Waldemar, Gunhild ; Wallin, Anders ; Wallin, Åsa K ; Wiltfang, Jens ; Wolk, David A ; Zboch, Marzena ; Zetterberg, Henrik ; Amyloid Biomarker Study Group</creatorcontrib><description>IMPORTANCE: Cerebral amyloid-β aggregation is an early pathological event in Alzheimer disease (AD), starting decades before dementia onset. Estimates of the prevalence of amyloid pathology in persons without dementia are needed to understand the development of AD and to design prevention studies. OBJECTIVE: To use individual participant data meta-analysis to estimate the prevalence of amyloid pathology as measured with biomarkers in participants with normal cognition, subjective cognitive impairment (SCI), or mild cognitive impairment (MCI). DATA SOURCES: Relevant biomarker studies identified by searching studies published before April 2015 using the MEDLINE and Web of Science databases and through personal communication with investigators. STUDY SELECTION: Studies were included if they provided individual participant data for participants without dementia and used an a priori defined cutoff for amyloid positivity. DATA EXTRACTION AND SYNTHESIS: Individual records were provided for 2914 participants with normal cognition, 697 with SCI, and 3972 with MCI aged 18 to 100 years from 55 studies. MAIN OUTCOMES AND MEASURES: Prevalence of amyloid pathology on positron emission tomography or in cerebrospinal fluid according to AD risk factors (age, apolipoprotein E [APOE] genotype, sex, and education) estimated by generalized estimating equations. RESULTS: The prevalence of amyloid pathology increased from age 50 to 90 years from 10% (95% CI, 8%-13%) to 44% (95% CI, 37%-51%) among participants with normal cognition; from 12% (95% CI, 8%-18%) to 43% (95% CI, 32%-55%) among patients with SCI; and from 27% (95% CI, 23%-32%) to 71% (95% CI, 66%-76%) among patients with MCI. APOE-ε4 carriers had 2 to 3 times higher prevalence estimates than noncarriers. The age at which 15% of the participants with normal cognition were amyloid positive was approximately 40 years for APOE ε4ε4 carriers, 50 years for ε2ε4 carriers, 55 years for ε3ε4 carriers, 65 years for ε3ε3 carriers, and 95 years for ε2ε3 carriers. Amyloid positivity was more common in highly educated participants but not associated with sex or biomarker modality. CONCLUSIONS AND RELEVANCE: Among persons without dementia, the prevalence of cerebral amyloid pathology as determined by positron emission tomography or cerebrospinal fluid findings was associated with age, APOE genotype, and presence of cognitive impairment. These findings suggest a 20- to 30-year interval between first development of amyloid positivity and onset of dementia.</description><identifier>ISSN: 0098-7484</identifier><identifier>ISSN: 1538-3598</identifier><identifier>EISSN: 1538-3598</identifier><identifier>DOI: 10.1001/jama.2015.4668</identifier><identifier>PMID: 25988462</identifier><identifier>CODEN: JAMAAP</identifier><language>eng</language><publisher>United States: American Medical Association</publisher><subject>80 and over ; Adult ; Age Factors ; Aged ; Aged, 80 and over ; Amyloid beta-Peptides ; Amyloid beta-Peptides - analysis ; analysis ; Apolipoprotein E4 ; Apolipoprotein E4 - genetics ; Biological Markers ; Biological Markers: analysis ; Biomarkers - analysis ; Brain ; Brain - pathology ; Cerebrospinal Fluid ; Cerebrospinal Fluid - chemistry ; chemistry ; Clinical Medicine ; Cognitive Dysfunction - pathology ; Dementia ; Dementia - pathology ; Female ; genetics ; Genotype ; Humans ; Klinisk medicin ; Male ; Medical and Health Sciences ; Medical research ; Medicin och hälsovetenskap ; Meta-analysis ; Middle Aged ; Mild Cognitive Impairment ; Mild Cognitive Impairment: pathology ; Neurologi ; Neurological disorders ; Neurology ; Neurosciences ; Neurovetenskaper ; Pathology ; Positron-Emission Tomography ; Prevalence ; Risk Factors ; Systematic review</subject><ispartof>JAMA : the journal of the American Medical Association, 2015-05, Vol.313 (19), p.1924-1938</ispartof><rights>Copyright American Medical Association May 19, 2015</rights><rights>Copyright 2015 American Medical Association. All rights reserved 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://jamanetwork.com/journals/jama/articlepdf/10.1001/jama.2015.4668$$EPDF$$P50$$Gama$$H</linktopdf><linktohtml>$$Uhttps://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2015.4668$$EHTML$$P50$$Gama$$H</linktohtml><link.rule.ids>64,230,314,550,776,780,881,3327,27901,27902,76232,76235</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25988462$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-79255$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttps://gup.ub.gu.se/publication/223048$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttps://lup.lub.lu.se/record/5448655$$DView record from Swedish Publication Index$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:131299057$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Ossenkoppele, Rik</creatorcontrib><creatorcontrib>Knol, Dirk L</creatorcontrib><creatorcontrib>Tijms, Betty M</creatorcontrib><creatorcontrib>Scheltens, Philip</creatorcontrib><creatorcontrib>Verhey, Frans R. J</creatorcontrib><creatorcontrib>Visser, Pieter Jelle</creatorcontrib><creatorcontrib>Aalten, Pauline</creatorcontrib><creatorcontrib>Aarsland, Dag</creatorcontrib><creatorcontrib>Alcolea, Daniel</creatorcontrib><creatorcontrib>Almdahl, Ina S</creatorcontrib><creatorcontrib>Baldeiras, Inês</creatorcontrib><creatorcontrib>Barthel, Henryk</creatorcontrib><creatorcontrib>van Berckel, Bart N. M</creatorcontrib><creatorcontrib>Bibeau, Kristen</creatorcontrib><creatorcontrib>Blennow, Kaj</creatorcontrib><creatorcontrib>Brooks, David J</creatorcontrib><creatorcontrib>van Buchem, Mark A</creatorcontrib><creatorcontrib>Camus, Vincent</creatorcontrib><creatorcontrib>Chen, Kewei</creatorcontrib><creatorcontrib>Chetelat, Gael</creatorcontrib><creatorcontrib>Cohen, Ann D</creatorcontrib><creatorcontrib>Drzezga, Alexander</creatorcontrib><creatorcontrib>Engelborghs, Sebastiaan</creatorcontrib><creatorcontrib>Fagan, Anne M</creatorcontrib><creatorcontrib>Fladby, Tormod</creatorcontrib><creatorcontrib>Fleisher, Adam S</creatorcontrib><creatorcontrib>Ford, Lisa</creatorcontrib><creatorcontrib>Förster, Stefan</creatorcontrib><creatorcontrib>Fortea, Juan</creatorcontrib><creatorcontrib>Frederiksen, Kristian S</creatorcontrib><creatorcontrib>Gabryelewicz, Tomasz</creatorcontrib><creatorcontrib>Gkatzima, Olymbia</creatorcontrib><creatorcontrib>Gómez-Tortosa, Estrella</creatorcontrib><creatorcontrib>Hampel, Harald</creatorcontrib><creatorcontrib>Hausner, Lucrezia</creatorcontrib><creatorcontrib>Hellwig, Sabine</creatorcontrib><creatorcontrib>Herukka, Sanna-Kaisa</creatorcontrib><creatorcontrib>Jagust, William J</creatorcontrib><creatorcontrib>Johannsen, Peter</creatorcontrib><creatorcontrib>Kapaki, Elisabeth</creatorcontrib><creatorcontrib>Klimkowicz-Mrowiec, Aleksandra</creatorcontrib><creatorcontrib>Klunk, William E</creatorcontrib><creatorcontrib>Köhler, Sebastian</creatorcontrib><creatorcontrib>Kornhuber, Johannes</creatorcontrib><creatorcontrib>Kramberger, Milica G</creatorcontrib><creatorcontrib>Landau, Susan M</creatorcontrib><creatorcontrib>Lee, Dong Young</creatorcontrib><creatorcontrib>Lisetti, Viviana</creatorcontrib><creatorcontrib>Lleó, Alberto</creatorcontrib><creatorcontrib>Madsen, Karine</creatorcontrib><creatorcontrib>Marcusson, Jan</creatorcontrib><creatorcontrib>Mattsson, Niklas</creatorcontrib><creatorcontrib>de Mendonça, Alexandre</creatorcontrib><creatorcontrib>Meulenbroek, Olga</creatorcontrib><creatorcontrib>Meyer, Philipp T</creatorcontrib><creatorcontrib>Mok, Vincent</creatorcontrib><creatorcontrib>Møllergård, Hanne M</creatorcontrib><creatorcontrib>Morris, John C</creatorcontrib><creatorcontrib>Mroczko, Barbara</creatorcontrib><creatorcontrib>Na, Duk L</creatorcontrib><creatorcontrib>Newberg, Andrew</creatorcontrib><creatorcontrib>Nordberg, Agneta</creatorcontrib><creatorcontrib>Nordlund, Arto</creatorcontrib><creatorcontrib>Paraskevas, George P</creatorcontrib><creatorcontrib>Parnetti, Lucilla</creatorcontrib><creatorcontrib>Perera, Gayan</creatorcontrib><creatorcontrib>Peters, Oliver</creatorcontrib><creatorcontrib>Popp, Julius</creatorcontrib><creatorcontrib>Rabinovici, Gil D</creatorcontrib><creatorcontrib>Rami, Lorena</creatorcontrib><creatorcontrib>Resende de Oliveira, Catarina</creatorcontrib><creatorcontrib>Rinne, Juha O</creatorcontrib><creatorcontrib>Rodrigue, Karen M</creatorcontrib><creatorcontrib>Rodríguez-Rodríguez, Eloy</creatorcontrib><creatorcontrib>Roe, Catherine M</creatorcontrib><creatorcontrib>Rot, Uros</creatorcontrib><creatorcontrib>Rowe, Christopher C</creatorcontrib><creatorcontrib>Rüther, Eckart</creatorcontrib><creatorcontrib>Sabri, Osama</creatorcontrib><creatorcontrib>Sanchez-Juan, Páscual</creatorcontrib><creatorcontrib>Sarazin, Marie</creatorcontrib><creatorcontrib>Schröder, Johannes</creatorcontrib><creatorcontrib>Schütte, Christin</creatorcontrib><creatorcontrib>Seo, Sang W</creatorcontrib><creatorcontrib>Soetewey, Femke</creatorcontrib><creatorcontrib>Soininen, Hilkka</creatorcontrib><creatorcontrib>Spiru, Luiza</creatorcontrib><creatorcontrib>Tsolaki, Magda</creatorcontrib><creatorcontrib>Vandenberghe, Rik</creatorcontrib><creatorcontrib>Verbeek, Marcel M</creatorcontrib><creatorcontrib>Villemagne, Victor L</creatorcontrib><creatorcontrib>Vos, Stephanie J. B</creatorcontrib><creatorcontrib>van Waalwijk van Doorn, Linda J. C</creatorcontrib><creatorcontrib>Waldemar, Gunhild</creatorcontrib><creatorcontrib>Wallin, Anders</creatorcontrib><creatorcontrib>Wallin, Åsa K</creatorcontrib><creatorcontrib>Wiltfang, Jens</creatorcontrib><creatorcontrib>Wolk, David A</creatorcontrib><creatorcontrib>Zboch, Marzena</creatorcontrib><creatorcontrib>Zetterberg, Henrik</creatorcontrib><creatorcontrib>Amyloid Biomarker Study Group</creatorcontrib><title>Prevalence of Cerebral Amyloid Pathology in Persons Without Dementia: A Meta-analysis</title><title>JAMA : the journal of the American Medical Association</title><addtitle>JAMA</addtitle><description>IMPORTANCE: Cerebral amyloid-β aggregation is an early pathological event in Alzheimer disease (AD), starting decades before dementia onset. Estimates of the prevalence of amyloid pathology in persons without dementia are needed to understand the development of AD and to design prevention studies. OBJECTIVE: To use individual participant data meta-analysis to estimate the prevalence of amyloid pathology as measured with biomarkers in participants with normal cognition, subjective cognitive impairment (SCI), or mild cognitive impairment (MCI). DATA SOURCES: Relevant biomarker studies identified by searching studies published before April 2015 using the MEDLINE and Web of Science databases and through personal communication with investigators. STUDY SELECTION: Studies were included if they provided individual participant data for participants without dementia and used an a priori defined cutoff for amyloid positivity. DATA EXTRACTION AND SYNTHESIS: Individual records were provided for 2914 participants with normal cognition, 697 with SCI, and 3972 with MCI aged 18 to 100 years from 55 studies. MAIN OUTCOMES AND MEASURES: Prevalence of amyloid pathology on positron emission tomography or in cerebrospinal fluid according to AD risk factors (age, apolipoprotein E [APOE] genotype, sex, and education) estimated by generalized estimating equations. RESULTS: The prevalence of amyloid pathology increased from age 50 to 90 years from 10% (95% CI, 8%-13%) to 44% (95% CI, 37%-51%) among participants with normal cognition; from 12% (95% CI, 8%-18%) to 43% (95% CI, 32%-55%) among patients with SCI; and from 27% (95% CI, 23%-32%) to 71% (95% CI, 66%-76%) among patients with MCI. APOE-ε4 carriers had 2 to 3 times higher prevalence estimates than noncarriers. The age at which 15% of the participants with normal cognition were amyloid positive was approximately 40 years for APOE ε4ε4 carriers, 50 years for ε2ε4 carriers, 55 years for ε3ε4 carriers, 65 years for ε3ε3 carriers, and 95 years for ε2ε3 carriers. Amyloid positivity was more common in highly educated participants but not associated with sex or biomarker modality. CONCLUSIONS AND RELEVANCE: Among persons without dementia, the prevalence of cerebral amyloid pathology as determined by positron emission tomography or cerebrospinal fluid findings was associated with age, APOE genotype, and presence of cognitive impairment. These findings suggest a 20- to 30-year interval between first development of amyloid positivity and onset of dementia.</description><subject>80 and over</subject><subject>Adult</subject><subject>Age Factors</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Amyloid beta-Peptides</subject><subject>Amyloid beta-Peptides - analysis</subject><subject>analysis</subject><subject>Apolipoprotein E4</subject><subject>Apolipoprotein E4 - genetics</subject><subject>Biological Markers</subject><subject>Biological Markers: analysis</subject><subject>Biomarkers - analysis</subject><subject>Brain</subject><subject>Brain - pathology</subject><subject>Cerebrospinal Fluid</subject><subject>Cerebrospinal Fluid - chemistry</subject><subject>chemistry</subject><subject>Clinical Medicine</subject><subject>Cognitive Dysfunction - pathology</subject><subject>Dementia</subject><subject>Dementia - pathology</subject><subject>Female</subject><subject>genetics</subject><subject>Genotype</subject><subject>Humans</subject><subject>Klinisk medicin</subject><subject>Male</subject><subject>Medical and Health Sciences</subject><subject>Medical research</subject><subject>Medicin och hälsovetenskap</subject><subject>Meta-analysis</subject><subject>Middle Aged</subject><subject>Mild Cognitive Impairment</subject><subject>Mild Cognitive Impairment: pathology</subject><subject>Neurologi</subject><subject>Neurological disorders</subject><subject>Neurology</subject><subject>Neurosciences</subject><subject>Neurovetenskaper</subject><subject>Pathology</subject><subject>Positron-Emission Tomography</subject><subject>Prevalence</subject><subject>Risk Factors</subject><subject>Systematic review</subject><issn>0098-7484</issn><issn>1538-3598</issn><issn>1538-3598</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>D8T</sourceid><recordid>eNqNkk2P0zAQhiMEYsvClQMHFIkLB1L8HXsPSFWXL6mIHlg4Wo7jZFOSuNjJov57Jm2pWKRFRBolmnnm9cTzJslTjOYYIfx6YzozJwjzORNC3ktmmFOZUa7k_WSGkJJZziQ7Sx7FuEHwYJo_TM4I1CUTZJZcrYO7Ma3rrUt9lS5dcEUwbbrodq1vynRthmvf-nqXNn26diH6PqbfGkiOQ3rpOtcPjblIF-knN5jM9KbdxSY-Th5Upo3uyfF9nly9e_tl-SFbfX7_cblYZYaLfMiMzfNSklwU1sqq5IpRI0tc5YI6q4hClFTYMlUaS5koKilVRStirVHc0ULQ8yQ76MafbjsWehuazoSd9qbRx9R3-HKaY0oVAX51J9-OW4gCYmpguYOTMNKlLLBmxFFdMFxqJbikhVFU5Pifx9cgB6l6r0YIRUwC_-pO_rL5utA-1BCjzhXhHPA3BxzYzpUW7hpWc6vrdqVvrnXtbzRjUhCkQODlUSD4H6OLg-6aaF3bmt75MWosFFO5kOR_UEkYbGqv-uIvdOPHAJvfUwxLJek0_PxA2eBjDK46zQ2XOllXT9bVk3X1ZF1oeP7n357w314F4NkBmPpOVZidKE5_AdOk86g</recordid><startdate>20150519</startdate><enddate>20150519</enddate><creator>Ossenkoppele, Rik</creator><creator>Knol, Dirk L</creator><creator>Tijms, Betty M</creator><creator>Scheltens, Philip</creator><creator>Verhey, Frans R. J</creator><creator>Visser, Pieter Jelle</creator><creator>Aalten, Pauline</creator><creator>Aarsland, Dag</creator><creator>Alcolea, Daniel</creator><creator>Almdahl, Ina S</creator><creator>Baldeiras, Inês</creator><creator>Barthel, Henryk</creator><creator>van Berckel, Bart N. M</creator><creator>Bibeau, Kristen</creator><creator>Blennow, Kaj</creator><creator>Brooks, David J</creator><creator>van Buchem, Mark A</creator><creator>Camus, Vincent</creator><creator>Chen, Kewei</creator><creator>Chetelat, Gael</creator><creator>Cohen, Ann D</creator><creator>Drzezga, Alexander</creator><creator>Engelborghs, Sebastiaan</creator><creator>Fagan, Anne M</creator><creator>Fladby, Tormod</creator><creator>Fleisher, Adam S</creator><creator>Ford, Lisa</creator><creator>Förster, Stefan</creator><creator>Fortea, Juan</creator><creator>Frederiksen, Kristian S</creator><creator>Gabryelewicz, Tomasz</creator><creator>Gkatzima, Olymbia</creator><creator>Gómez-Tortosa, Estrella</creator><creator>Hampel, Harald</creator><creator>Hausner, Lucrezia</creator><creator>Hellwig, Sabine</creator><creator>Herukka, Sanna-Kaisa</creator><creator>Jagust, William J</creator><creator>Johannsen, Peter</creator><creator>Kapaki, Elisabeth</creator><creator>Klimkowicz-Mrowiec, Aleksandra</creator><creator>Klunk, William E</creator><creator>Köhler, Sebastian</creator><creator>Kornhuber, Johannes</creator><creator>Kramberger, Milica G</creator><creator>Landau, Susan M</creator><creator>Lee, Dong Young</creator><creator>Lisetti, Viviana</creator><creator>Lleó, Alberto</creator><creator>Madsen, Karine</creator><creator>Marcusson, Jan</creator><creator>Mattsson, Niklas</creator><creator>de Mendonça, Alexandre</creator><creator>Meulenbroek, Olga</creator><creator>Meyer, Philipp T</creator><creator>Mok, Vincent</creator><creator>Møllergård, Hanne M</creator><creator>Morris, John C</creator><creator>Mroczko, Barbara</creator><creator>Na, Duk L</creator><creator>Newberg, Andrew</creator><creator>Nordberg, Agneta</creator><creator>Nordlund, Arto</creator><creator>Paraskevas, George P</creator><creator>Parnetti, Lucilla</creator><creator>Perera, Gayan</creator><creator>Peters, Oliver</creator><creator>Popp, Julius</creator><creator>Rabinovici, Gil D</creator><creator>Rami, Lorena</creator><creator>Resende de Oliveira, Catarina</creator><creator>Rinne, Juha O</creator><creator>Rodrigue, Karen M</creator><creator>Rodríguez-Rodríguez, Eloy</creator><creator>Roe, Catherine M</creator><creator>Rot, Uros</creator><creator>Rowe, Christopher C</creator><creator>Rüther, Eckart</creator><creator>Sabri, Osama</creator><creator>Sanchez-Juan, Páscual</creator><creator>Sarazin, Marie</creator><creator>Schröder, Johannes</creator><creator>Schütte, Christin</creator><creator>Seo, Sang W</creator><creator>Soetewey, Femke</creator><creator>Soininen, Hilkka</creator><creator>Spiru, Luiza</creator><creator>Tsolaki, Magda</creator><creator>Vandenberghe, Rik</creator><creator>Verbeek, Marcel M</creator><creator>Villemagne, Victor L</creator><creator>Vos, Stephanie J. B</creator><creator>van Waalwijk van Doorn, Linda J. C</creator><creator>Waldemar, Gunhild</creator><creator>Wallin, Anders</creator><creator>Wallin, Åsa K</creator><creator>Wiltfang, Jens</creator><creator>Wolk, David A</creator><creator>Zboch, Marzena</creator><creator>Zetterberg, Henrik</creator><general>American Medical Association</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7QP</scope><scope>7TK</scope><scope>7TS</scope><scope>7U7</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>M7N</scope><scope>NAPCQ</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D91</scope><scope>F1U</scope><scope>AGCHP</scope><scope>D8T</scope><scope>D95</scope><scope>ZZAVC</scope></search><sort><creationdate>20150519</creationdate><title>Prevalence of Cerebral Amyloid Pathology in Persons Without Dementia: A Meta-analysis</title><author>Ossenkoppele, Rik ; Knol, Dirk L ; Tijms, Betty M ; Scheltens, Philip ; Verhey, Frans R. J ; Visser, Pieter Jelle ; Aalten, Pauline ; Aarsland, Dag ; Alcolea, Daniel ; Almdahl, Ina S ; Baldeiras, Inês ; Barthel, Henryk ; van Berckel, Bart N. M ; Bibeau, Kristen ; Blennow, Kaj ; Brooks, David J ; van Buchem, Mark A ; Camus, Vincent ; Chen, Kewei ; Chetelat, Gael ; Cohen, Ann D ; Drzezga, Alexander ; Engelborghs, Sebastiaan ; Fagan, Anne M ; Fladby, Tormod ; Fleisher, Adam S ; Ford, Lisa ; Förster, Stefan ; Fortea, Juan ; Frederiksen, Kristian S ; Gabryelewicz, Tomasz ; Gkatzima, Olymbia ; Gómez-Tortosa, Estrella ; Hampel, Harald ; Hausner, Lucrezia ; Hellwig, Sabine ; Herukka, Sanna-Kaisa ; Jagust, William J ; Johannsen, Peter ; Kapaki, Elisabeth ; Klimkowicz-Mrowiec, Aleksandra ; Klunk, William E ; Köhler, Sebastian ; Kornhuber, Johannes ; Kramberger, Milica G ; Landau, Susan M ; Lee, Dong Young ; Lisetti, Viviana ; Lleó, Alberto ; Madsen, Karine ; Marcusson, Jan ; Mattsson, Niklas ; de Mendonça, Alexandre ; Meulenbroek, Olga ; Meyer, Philipp T ; Mok, Vincent ; Møllergård, Hanne M ; Morris, John C ; Mroczko, Barbara ; Na, Duk L ; Newberg, Andrew ; Nordberg, Agneta ; Nordlund, Arto ; Paraskevas, George P ; Parnetti, Lucilla ; Perera, Gayan ; Peters, Oliver ; Popp, Julius ; Rabinovici, Gil D ; Rami, Lorena ; Resende de Oliveira, Catarina ; Rinne, Juha O ; Rodrigue, Karen M ; Rodríguez-Rodríguez, Eloy ; Roe, Catherine M ; Rot, Uros ; Rowe, Christopher C ; Rüther, Eckart ; Sabri, Osama ; Sanchez-Juan, Páscual ; Sarazin, Marie ; Schröder, Johannes ; Schütte, Christin ; Seo, Sang W ; Soetewey, Femke ; Soininen, Hilkka ; Spiru, Luiza ; Tsolaki, Magda ; Vandenberghe, Rik ; Verbeek, Marcel M ; Villemagne, Victor L ; Vos, Stephanie J. B ; van Waalwijk van Doorn, Linda J. C ; Waldemar, Gunhild ; Wallin, Anders ; Wallin, Åsa K ; Wiltfang, Jens ; Wolk, David A ; Zboch, Marzena ; Zetterberg, Henrik</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a567t-ac77d8276bcc8fd5943a8d1f763ec929032f1c49dac346bf889f3f2cca95e3b63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>80 and over</topic><topic>Adult</topic><topic>Age Factors</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Amyloid beta-Peptides</topic><topic>Amyloid beta-Peptides - analysis</topic><topic>analysis</topic><topic>Apolipoprotein E4</topic><topic>Apolipoprotein E4 - genetics</topic><topic>Biological Markers</topic><topic>Biological Markers: analysis</topic><topic>Biomarkers - analysis</topic><topic>Brain</topic><topic>Brain - pathology</topic><topic>Cerebrospinal Fluid</topic><topic>Cerebrospinal Fluid - chemistry</topic><topic>chemistry</topic><topic>Clinical Medicine</topic><topic>Cognitive Dysfunction - pathology</topic><topic>Dementia</topic><topic>Dementia - pathology</topic><topic>Female</topic><topic>genetics</topic><topic>Genotype</topic><topic>Humans</topic><topic>Klinisk medicin</topic><topic>Male</topic><topic>Medical and Health Sciences</topic><topic>Medical research</topic><topic>Medicin och hälsovetenskap</topic><topic>Meta-analysis</topic><topic>Middle Aged</topic><topic>Mild Cognitive Impairment</topic><topic>Mild Cognitive Impairment: pathology</topic><topic>Neurologi</topic><topic>Neurological disorders</topic><topic>Neurology</topic><topic>Neurosciences</topic><topic>Neurovetenskaper</topic><topic>Pathology</topic><topic>Positron-Emission Tomography</topic><topic>Prevalence</topic><topic>Risk Factors</topic><topic>Systematic review</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ossenkoppele, Rik</creatorcontrib><creatorcontrib>Knol, Dirk L</creatorcontrib><creatorcontrib>Tijms, Betty M</creatorcontrib><creatorcontrib>Scheltens, Philip</creatorcontrib><creatorcontrib>Verhey, Frans R. 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B</creatorcontrib><creatorcontrib>van Waalwijk van Doorn, Linda J. C</creatorcontrib><creatorcontrib>Waldemar, Gunhild</creatorcontrib><creatorcontrib>Wallin, Anders</creatorcontrib><creatorcontrib>Wallin, Åsa K</creatorcontrib><creatorcontrib>Wiltfang, Jens</creatorcontrib><creatorcontrib>Wolk, David A</creatorcontrib><creatorcontrib>Zboch, Marzena</creatorcontrib><creatorcontrib>Zetterberg, Henrik</creatorcontrib><creatorcontrib>Amyloid Biomarker Study Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Örebro universitet</collection><collection>SWEPUB Göteborgs universitet</collection><collection>SWEPUB Lunds universitet full text</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Lunds universitet</collection><collection>SwePub Articles full text</collection><jtitle>JAMA : the journal of the American Medical Association</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ossenkoppele, Rik</au><au>Knol, Dirk L</au><au>Tijms, Betty M</au><au>Scheltens, Philip</au><au>Verhey, Frans R. J</au><au>Visser, Pieter Jelle</au><au>Aalten, Pauline</au><au>Aarsland, Dag</au><au>Alcolea, Daniel</au><au>Almdahl, Ina S</au><au>Baldeiras, Inês</au><au>Barthel, Henryk</au><au>van Berckel, Bart N. M</au><au>Bibeau, Kristen</au><au>Blennow, Kaj</au><au>Brooks, David J</au><au>van Buchem, Mark A</au><au>Camus, Vincent</au><au>Chen, Kewei</au><au>Chetelat, Gael</au><au>Cohen, Ann D</au><au>Drzezga, Alexander</au><au>Engelborghs, Sebastiaan</au><au>Fagan, Anne M</au><au>Fladby, Tormod</au><au>Fleisher, Adam S</au><au>Ford, Lisa</au><au>Förster, Stefan</au><au>Fortea, Juan</au><au>Frederiksen, Kristian S</au><au>Gabryelewicz, Tomasz</au><au>Gkatzima, Olymbia</au><au>Gómez-Tortosa, Estrella</au><au>Hampel, Harald</au><au>Hausner, Lucrezia</au><au>Hellwig, Sabine</au><au>Herukka, Sanna-Kaisa</au><au>Jagust, William J</au><au>Johannsen, Peter</au><au>Kapaki, Elisabeth</au><au>Klimkowicz-Mrowiec, Aleksandra</au><au>Klunk, William E</au><au>Köhler, Sebastian</au><au>Kornhuber, Johannes</au><au>Kramberger, Milica G</au><au>Landau, Susan M</au><au>Lee, Dong Young</au><au>Lisetti, Viviana</au><au>Lleó, Alberto</au><au>Madsen, Karine</au><au>Marcusson, Jan</au><au>Mattsson, Niklas</au><au>de Mendonça, Alexandre</au><au>Meulenbroek, Olga</au><au>Meyer, Philipp T</au><au>Mok, Vincent</au><au>Møllergård, Hanne M</au><au>Morris, John C</au><au>Mroczko, Barbara</au><au>Na, Duk L</au><au>Newberg, Andrew</au><au>Nordberg, Agneta</au><au>Nordlund, Arto</au><au>Paraskevas, George P</au><au>Parnetti, Lucilla</au><au>Perera, Gayan</au><au>Peters, Oliver</au><au>Popp, Julius</au><au>Rabinovici, Gil D</au><au>Rami, Lorena</au><au>Resende de Oliveira, Catarina</au><au>Rinne, Juha O</au><au>Rodrigue, Karen M</au><au>Rodríguez-Rodríguez, Eloy</au><au>Roe, Catherine M</au><au>Rot, Uros</au><au>Rowe, Christopher C</au><au>Rüther, Eckart</au><au>Sabri, Osama</au><au>Sanchez-Juan, Páscual</au><au>Sarazin, Marie</au><au>Schröder, Johannes</au><au>Schütte, Christin</au><au>Seo, Sang W</au><au>Soetewey, Femke</au><au>Soininen, Hilkka</au><au>Spiru, Luiza</au><au>Tsolaki, Magda</au><au>Vandenberghe, Rik</au><au>Verbeek, Marcel M</au><au>Villemagne, Victor L</au><au>Vos, Stephanie J. B</au><au>van Waalwijk van Doorn, Linda J. C</au><au>Waldemar, Gunhild</au><au>Wallin, Anders</au><au>Wallin, Åsa K</au><au>Wiltfang, Jens</au><au>Wolk, David A</au><au>Zboch, Marzena</au><au>Zetterberg, Henrik</au><aucorp>Amyloid Biomarker Study Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prevalence of Cerebral Amyloid Pathology in Persons Without Dementia: A Meta-analysis</atitle><jtitle>JAMA : the journal of the American Medical Association</jtitle><addtitle>JAMA</addtitle><date>2015-05-19</date><risdate>2015</risdate><volume>313</volume><issue>19</issue><spage>1924</spage><epage>1938</epage><pages>1924-1938</pages><issn>0098-7484</issn><issn>1538-3598</issn><eissn>1538-3598</eissn><coden>JAMAAP</coden><abstract>IMPORTANCE: Cerebral amyloid-β aggregation is an early pathological event in Alzheimer disease (AD), starting decades before dementia onset. Estimates of the prevalence of amyloid pathology in persons without dementia are needed to understand the development of AD and to design prevention studies. OBJECTIVE: To use individual participant data meta-analysis to estimate the prevalence of amyloid pathology as measured with biomarkers in participants with normal cognition, subjective cognitive impairment (SCI), or mild cognitive impairment (MCI). DATA SOURCES: Relevant biomarker studies identified by searching studies published before April 2015 using the MEDLINE and Web of Science databases and through personal communication with investigators. STUDY SELECTION: Studies were included if they provided individual participant data for participants without dementia and used an a priori defined cutoff for amyloid positivity. DATA EXTRACTION AND SYNTHESIS: Individual records were provided for 2914 participants with normal cognition, 697 with SCI, and 3972 with MCI aged 18 to 100 years from 55 studies. MAIN OUTCOMES AND MEASURES: Prevalence of amyloid pathology on positron emission tomography or in cerebrospinal fluid according to AD risk factors (age, apolipoprotein E [APOE] genotype, sex, and education) estimated by generalized estimating equations. RESULTS: The prevalence of amyloid pathology increased from age 50 to 90 years from 10% (95% CI, 8%-13%) to 44% (95% CI, 37%-51%) among participants with normal cognition; from 12% (95% CI, 8%-18%) to 43% (95% CI, 32%-55%) among patients with SCI; and from 27% (95% CI, 23%-32%) to 71% (95% CI, 66%-76%) among patients with MCI. APOE-ε4 carriers had 2 to 3 times higher prevalence estimates than noncarriers. The age at which 15% of the participants with normal cognition were amyloid positive was approximately 40 years for APOE ε4ε4 carriers, 50 years for ε2ε4 carriers, 55 years for ε3ε4 carriers, 65 years for ε3ε3 carriers, and 95 years for ε2ε3 carriers. Amyloid positivity was more common in highly educated participants but not associated with sex or biomarker modality. CONCLUSIONS AND RELEVANCE: Among persons without dementia, the prevalence of cerebral amyloid pathology as determined by positron emission tomography or cerebrospinal fluid findings was associated with age, APOE genotype, and presence of cognitive impairment. These findings suggest a 20- to 30-year interval between first development of amyloid positivity and onset of dementia.</abstract><cop>United States</cop><pub>American Medical Association</pub><pmid>25988462</pmid><doi>10.1001/jama.2015.4668</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
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identifier | ISSN: 0098-7484 |
ispartof | JAMA : the journal of the American Medical Association, 2015-05, Vol.313 (19), p.1924-1938 |
issn | 0098-7484 1538-3598 1538-3598 |
language | eng |
recordid | cdi_swepub_primary_oai_swepub_ki_se_513392 |
source | MEDLINE; American Medical Association Journals; SWEPUB Freely available online |
subjects | 80 and over Adult Age Factors Aged Aged, 80 and over Amyloid beta-Peptides Amyloid beta-Peptides - analysis analysis Apolipoprotein E4 Apolipoprotein E4 - genetics Biological Markers Biological Markers: analysis Biomarkers - analysis Brain Brain - pathology Cerebrospinal Fluid Cerebrospinal Fluid - chemistry chemistry Clinical Medicine Cognitive Dysfunction - pathology Dementia Dementia - pathology Female genetics Genotype Humans Klinisk medicin Male Medical and Health Sciences Medical research Medicin och hälsovetenskap Meta-analysis Middle Aged Mild Cognitive Impairment Mild Cognitive Impairment: pathology Neurologi Neurological disorders Neurology Neurosciences Neurovetenskaper Pathology Positron-Emission Tomography Prevalence Risk Factors Systematic review |
title | Prevalence of Cerebral Amyloid Pathology in Persons Without Dementia: A Meta-analysis |
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