Evidence map›Paper›PMID 34647694›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2022

Contribution of Alzheimer's biomarkers and risk factors to cognitive impairment and decline across the Alzheimer's disease continuum.

Duygu Tosun, Zeynep Demir, Dallas P Veitch, Daniel Weintraub, Paul Aisen, Clifford R Jack, William J Jagust, Ronald C Petersen, Andrew J Saykin, Leslie M Shaw and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
3.1field-weighted citation impact, top 7% 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

32 citing papers in PubMed, 42 citations in OpenAlex.

  1. Trial
  2. Article
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  4. Inflammation profiles in Alzheimer's disease relate to cognition and neurodegeneration.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
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  16. Longitudinal tau aggregation, atrophy, and cognitive decline in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 7 institutions in 1 country.

Duygu TosunSan Francisco Veterans Affairs Medical Center, San Francisco, California, USA.ORCID 0000-0001-8644-7724
Zeynep DemirDepartment of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California, USA.
Dallas P VeitchSan Francisco Veterans Affairs Medical Center, San Francisco, California, USA.
Daniel WeintraubDepartment of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Paul AisenAlzheimer's Therapeutic Research Institute (ATRI), Keck School of Medicine, University of Southern California, San Diego, California, USA.
Clifford R JackDepartment of Radiology, Mayo Clinic, Rochester, Minnesota, USA.
William J JagustSchool of Public Health and Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, USA.
Ronald C PetersenDivision of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA.
Andrew J SaykinCenter for Neuroimaging, Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Leslie M ShawDepartment of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
John Q TrojanowskiDepartment of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Michael W WeinerSan Francisco Veterans Affairs Medical Center, San Francisco, California, USA.
Alzheimer's Disease Neuroimaging Initiative
San Francisco VA Medical Center · USUniversity of Pennsylvania · USMayo Clinic · USBerkeley Public Health Division · USIndiana University School of MedicineUniversity of California, San Francisco · USUniversity of Southern California · US

Funding

Project 1U19AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI MICHAEL W WEINER · 2016 to 2026
$226.7M
The Alzheimer's Clinical Trial Consortium - Down Syndrome Network (ACTC- DSN)U24AG057437 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Paul S. Aisen, RONALD C PETERSEN · 2018 to 2026
$198.4M
Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
National Centralized Repository for Alzheimer's Disease and Related Dementias (NCRAD)U24AG021886 · NIA · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI TATIANA M. FOROUD · 2002 to 2026
$119.8M
TDP-43 Loss-of-Function: Biology to BiomarkersP01AG019724 · NIA · UNIVERSITY OF PENNSYLVANIA · PI Jennifer Merrilees · 2002 to 2026
$67.2M
SUPPLEMENT TO ALZHEIMERS DISEASE PATIENT REGISTRYU01AG006786 · NIA · MAYO CLINIC ROCHESTER · PI GRAFF-RADFORD, JONATHAN, JACK, CLIFFORD R. · 1986 to 2023
$49.6M
US POINTER Neuroimaging Ancillary StudyR01AG062689 · NIA · UNIVERSITY OF CALIFORNIA BERKELEY · PI LANDAU, SUSAN M · 2019 to 2025
$47.3M
Trial-Ready Cohort for Preclinical/Prodromal Alzheimer's DiseaseR01AG053798 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI AISEN, PAUL S., CUMMINGS, JEFFREY L. · 2017 to 2022
$39.4M
Metformin in Alzheimer's dementia Prevention (MAP)R01AG062624 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI HANLEY, DANIEL F, LUCHSINGER, JOSE ALEJANDRO · 2019 to 2025
$37.8M
Research Education ComponentP30AG010133 · NIA · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI SAYKIN, ANDREW J · 1991 to 2020
$37.3M
UPenn ADCC Biomarker CoreP30AG010124 · NIA · UNIVERSITY OF PENNSYLVANIA · PI XIE, SHARON XIANGWEN · 1991 to 2020
$35.1M
Research Education ComponentP30AG062677 · NIA · MAYO CLINIC ROCHESTER · PI Walter K. Kremers · 2019 to 2026
$33.5M
NIA NIH HHS P30 AG010133NIA NIH HHS P30 AG062677NIA NIH HHS R01 AG019771NIA NIH HHS U01 AG006786NIA NIH HHS U01 AG024904NIA NIH HHS U19 AG062418NIA NIH HHS U24 AG021886
6 · The paper itself

Abstract

introductionAmyloid beta (Aβ), tau, and neurodegeneration jointly with the Alzheimer's disease (AD) risk factors affect the severity of clinical symptoms and disease progression.

methodsWithin 248 Aβ-positive elderly with and without cognitive impairment and dementia, partial least squares structural equation pathway modeling was used to assess the direct and indirect effects of imaging biomarkers (global Aβ-positron emission tomography [PET] uptake, regional tau-PET uptake, and regional magnetic resonance imaging-based atrophy) and risk-factors (age, sex, education, apolipoprotein E [APOE], and white-matter lesions) on cross-sectional cognitive impairment and longitudinal cognitive decline.

resultsSixteen percent of variance in cross-sectional cognitive impairment was accounted for by Aβ, 46% to 47% by tau, and 25% to 29% by atrophy, although 53% to 58% of total variance in cognitive impairment was explained by incorporating mediated and direct effects of AD risk factors. The Aβ-tau-atrophy pathway accounted for 50% to 56% of variance in longitudinal cognitive decline while Aβ, tau, and atrophy independently explained 16%, 46% to 47%, and 25% to 29% of the variance, respectively. DISCUSSION: These findings emphasize that treatments that remove Aβ and completely stop downstream effects on tau and neurodegeneration would only be partially effective in slowing of cognitive decline or reversing cognitive impairment.

Indexed as

Alzheimer DiseaseCognitive DysfunctionAgedAmyloid beta-PeptidesAtrophyBiomarkersBrainCross-Sectional StudiesHumansPositron-Emission TomographyRisk Factorstau ProteinsAmyloid beta-PeptidesBiomarkerstau ProteinsAlzheimer's Disease Assessment Scale-Cognitive Subscaleamyloid betaatrophycognitionmagnetic resonance imagingpositron emission tomographyPreclinical Alzheimer Cognitive Compositetauwhite matter lesions

Identifiers

PMID34647694
PMCPMC9014819
OpenAlexW3206813110

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.