Evidence map›Paper›PMID 35338074›Full record

ArticleNeurology2022

Association of Emerging β-Amyloid and Tau Pathology With Early Cognitive Changes in Clinically Normal Older Adults.

Michelle E Farrell, Kathryn V Papp, Rachel F Buckley, Heidi I L Jacobs, Aaron P Schultz, Michael J Properzi, Patrizia Vannini, Bernard J Hanseeuw, Dorene M Rentz, Keith A Johnson and 1 more

Open access · greenAbstract read
In one paragraph

Article in Neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed
9.4field-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

43 citing papers in PubMed, 69 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Classifying cognitive status with TabCAT Match and UDS executive function tests.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  5. Characterizing amyloid and tau positron emission tomography-based stages across the clinical continuum.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  6. Living Alone, Early Tau Pathology, and Loneliness in Cognitively Unimpaired Older Adults During the COVID-19 Pandemic.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Considerations in the clinical use of amyloid PET and CSF biomarkers for Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Review
  12. Article
  13. Association of precuneus Aβ burden with default mode network function.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Associations of cerebral amyloid beta and tau with cognition from midlife.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
  19. Article
  20. Spatial extent as a sensitive amyloid-PET metric in preclinical Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 1 institution in 1 country.

Michelle E FarrellFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Kathryn V PappFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Rachel F BuckleyFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.ORCID 0000-0002-5356-5537
Heidi I L JacobsFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Aaron P SchultzFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Michael J ProperziFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Patrizia VanniniFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Bernard J HanseeuwFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Dorene M RentzFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.ORCID 0000-0002-6318-9213
Keith A JohnsonFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Reisa A SperlingFrom the Departments of Neurology (M.E.F., K.V.P., R.F.B., A.P.S., M.J.P., P.V., D.R.M., R.A.S.) and Radiology (H.I.L.J., B.J.H., K.A.J.), Massachusetts General Hospital, Harvard Medical School; Center for Alzheimer Research and Treatment (K.V.P., R.F.B., P.V., D.M.R., K.A.J., R.A.S.), Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Florey Institute of Neuroscience and Mental Health (R.F.B.); Melbourne School of Psychological Sciences (R.F.B.), University of Melbourne, Australia; Faculty of Health, Medicine and Life Sciences (H.I.L.J.), School for Mental Health and Neuroscience, Alzheimer Centre Limburg, Maastricht University, the Netherlands; and Cliniques Universitaires Saint-Luc (B.J.H.), Université Catholique de Louvain, Brussels, Belgium.
Jisc · GB

Funding

Vascular factors, physical activity, and inflammation as modulators of neurodegenerative and cognitive trajectories (Project 2)P01AG036694 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Rachel Frances Buckley · 2010 to 2026
$50.2M
THE ROLE OF ADVANCED CAA IN ALZHEIMER'S DEMENTIAP50AG005134 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI FROSCH, MATTHEW P · 1985 to 2018
$42.1M
Project 4P41EB015896 · NIBIB · MASSACHUSETTS GENERAL HOSPITAL · PI ROSEN, BRUCE R · 2012 to 2018
$9.8M
A Storage Area Network for Structural and Functional Image AnalysisS10RR023401 · NCRR · MASSACHUSETTS GENERAL HOSPITAL · PI FISCHL, BRUCE · 2009 to 2009
$2.0M
SILICON GRAPHICS PRISM EXTREME 128P/1TBS10RR023043 · NCRR · MASSACHUSETTS GENERAL HOSPITAL · PI SORENSEN, ALMA GREGORY · 2006 to 2006
$1.5M
Mentoring Imaging Research in Early ADK24AG035007 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI SPERLING, REISA A. · 2010 to 2020
$1.4M
A Siemens MAGNETOTOM Trio 3 Tesla MRI SystemS10RR021110 · NCRR · MASSACHUSETTS GENERAL HOSPITAL · PI ROSEN, BRUCE R · 2006 to 2006
$500k
NCRR NIH HHS S10 RR021110NCRR NIH HHS S10 RR023043NCRR NIH HHS S10 RR023401NIA NIH HHS K24 AG035007NIA NIH HHS P01 AG036694NIA NIH HHS P50 AG005134NIBIB NIH HHS P41 EB015896
6 · The paper itself

Abstract

BACKGROUND AND

objectivesAlzheimer disease (AD) clinical trials are moving earlier in the disease process according to emerging signs of β-amyloid (Aβ) and tau pathology. If early treatment is the right time for intervention, it is critical to find the right test to optimize cognitive outcome measures for clinical trials. We sought to identify cognitive measures associated with the earliest detectable signs of emerging Aβ and tau pathology.

methodsOne hundred twelve clinically normal adults with longitudinal Pittsburgh compound B (PiB)-PET,

resultsSteeper PiB slopes were associated with declining processing speed (Digit Symbol Substitution Test [DSST], Trail Making Test Part A) in those <CL20 and expanded to include learning/memory retrieval (FCSRT-FR], Selective Reminding Test Total Recall [SRT-tr], Logical Memory Immediate Recall) in the <CL40 group. FTP had limited effects under CL20, with only rising right IT FTP slope related to declining FCSRT-FR and SRT-tr learning/memory retrieval. When we expanded to include those initially <CL40, rising FTP level or slope was related to declines across all tasks, and PiB slope effects on memory retrieval but not DSST score were reduced. A composite measure of processing speed and memory retrieval tasks provided the strongest prediction of decline under CL40, while PACC score remained optimal at high levels of Aβ (>CL40). DISCUSSION: Early, Aβ-mediated cognitive slowing was detected for processing speed measures, while early memory retrieval declines were associated with emerging Aβ and tau pathology. Composites of these measures may help determine whether anti-Aβ or anti-tau therapies administered at the first signs of pathology might preserve cognitive function. CLASSIFICATION OF EVIDENCE: This study provides Class I evidence that in clinically normal older adults, emerging PET-detected AD pathology is associated with declining processing speeds and memory retrieval.

Indexed as

Alzheimer DiseaseCognitive DysfunctionAgedAmyloid beta-PeptidesBrainCognitionHumansPositron-Emission Tomographytau ProteinsAmyloid beta-PeptidesMAPT protein, humantau Proteins

Identifiers

PMID35338074
PMCPMC9012271
OpenAlexW4220738929

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.