Evidence map›Paper›PMID 35925685›Full record

ArticleBrain : a journal of neurology2022

Accelerated longitudinal changes and ordering of Alzheimer disease biomarkers across the adult lifespan.

Jingqin Luo, Folasade Agboola, Elizabeth Grant, John C Morris, Colin L Masters, Marilyn S Albert, Sterling C Johnson, Eric M McDade, Anne M Fagan, Tammie L S Benzinger and 15 more

Open access · bronzeAbstract read
In one paragraph

Article in Brain : a journal of neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed, 1 pooled it
5.5field-weighted citation impact, top 3% 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

33 citing papers in PubMed, 1 synthesis or guideline pooled it, 44 citations in OpenAlex.

  1. Pooled it
  2. Testing effects of paced breathing on plasma Aβ and brain perivascular spaces.International journal of psychophysiology : official journal of the International Organization of Psychophysiology · 2026
    Trial
  3. Trial
  4. The relationship of soluble tau species with Alzheimer's disease amyloid plaque removal and tau pathology.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Trial
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Age of menopause and dementia risk in 10,832 women from the Swedish Twin Registry.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  14. Article
  15. Article
  16. Autonomic dysfunction in neurodegenerative disease.Nature reviews. Neuroscience · 2025
    Review
  17. Article
  18. Article
  19. Observational
  20. Article
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

25 authors at 9 institutions in 5 countries.

Jingqin LuoDivision of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO 63110, USA.ORCID 0000-0003-2759-3072
Folasade AgboolaDivision of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.
Elizabeth GrantDivision of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.
John C MorrisKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0001-9820-5618
Colin L MastersThe Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, Australia.ORCID 0000-0003-3072-7940
Marilyn S AlbertDepartment of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Sterling C JohnsonWisconsin Alzheimer's Institute and Alzheimer's Disease Research Center, University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA.
Eric M McDadeDepartment of Neurology, Washington University School of Medicine, St. Louis, MO, USA.
Anne M FaganKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
Tammie L S BenzingerKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
Jason HassenstabKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
Randall J BatemanKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
Richard J PerrinKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
Guoqiao WangDivision of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.
Yan LiDivision of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.
Brian GordonKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0003-2109-2955
Carlos CruchagaKnight Alzheimer Disease Research Center, Washington University School of Medicine, St. Louis, MO, USA.
Gregory S DayDepartment of Neurology, Mayo Clinic, Jacksonville, FL, USA.
Johannes LevinGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Jonathan VögleinGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.ORCID 0000-0002-5965-838X
Takeshi IkeuchiDepartment of Molecular Genetics, Brain Research Institute, Niigata University, Niigata 951-8585, Japan.ORCID 0000-0001-8828-8085
Kazushi SuzukiUnit for Early and Exploratory Clinical Development, The University of Tokyo, Tokyo, Japan.
Ricardo F AllegriDepartment of Cognitive Neurology, Institute for Neurological Research Fleni, Buenos Aires, Argentina.
Chengjie XiongDivision of Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0001-5092-4306
Dominantly Inherited Alzheimer Network (DIAN)
Washington University in St. Louis · USGerman Center for Neurodegenerative Diseases · DEInstituto de Neurología Cognitiva · ARJohns Hopkins University · USNiigata University · JPThe University of Melbourne · AUThe University of Tokyo · JPUniversity of Wisconsin–Madison · USWinnMed · US

Funding

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
WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5M
Imaging CoreU19AG032438 · NIA · WASHINGTON UNIVERSITY · PI BATEMAN, RANDALL J · 2010 to 2025
$53.9M
WASHINGTON UNIVERSITY ALZHEIMERS DISEASE RESEARCH CENTERP50AG005681 · NIA · WASHINGTON UNIVERSITY · PI MUSIEK, ERIK STEVEN · 1985 to 2019
$52.1M
Project 2 MeasurementU19AG033655 · NIA · JOHNS HOPKINS UNIVERSITY · PI Mei Cheng Wang · 2014 to 2026
$51.5M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5M
Wisconsin Registry for Alzheimer's Prevention: Sex Differences in DNA MethylationR01AG027161 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Nathaniel Ark Chin, Sterling C Johnson · 2007 to 2026
$35.6M
Wisconsin Alzheimer's Disease Research CenterP30AG062715 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Barbara Brigitta Bendlin · 2019 to 2026
$34.5M
Research Education ComponentP30AG066507 · NIA · JOHNS HOPKINS UNIVERSITY · PI MARILYN S. ALBERT · 2020 to 2026
$29.3M
Research Education ComponentP30AG066444 · NIA · WASHINGTON UNIVERSITY · PI DAVID M. HOLTZMAN · 2020 to 2026
$28.7M
The Longitudinal Course of Neural Function and Amyloid in People At Risk for ADR01AG021155 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Sterling C Johnson · 2004 to 2026
$27.0M
Alzheimer's AssociationNCATS NIH HHS UL1 TR002345NIA NIH HHS K01 AG053474NIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P30 AG062715NIA NIH HHS P30 AG066444NIA NIH HHS P30 AG066507NIA NIH HHS P50 AG005681NIA NIH HHS P50 AG033514NIA NIH HHS R01 AG021155NIA NIH HHS R01 AG027161NIA NIH HHS R01 AG037639NIA NIH HHS R01 AG062285NIA NIH HHS RF1 AG053550NIA NIH HHS RF1 AG058501NIA NIH HHS RF1 AG059869NIA NIH HHS U01 AG032438NIA NIH HHS U19 AG032438NIA NIH HHS U19 AG033655NIA NIH HHS U24 AG021886NIA NIH HHS UF1 AG032438NIBIB NIH HHS R01 EB009352NIH HHS S10 OD025214NINDS NIH HHS P30 NS098577
6 · The paper itself

Abstract

The temporal evolutions and relative orderings of Alzheimer disease biomarkers, including CSF amyloid-β42 (Aβ42), Aβ40, total tau (Tau) and phosphorylated tau181 (pTau181), standardized uptake value ratio (SUVR) from the molecular imaging of cerebral fibrillar amyloid-β with PET using the 11C-Pittsburgh Compound-B (PiB), MRI-based hippocampal volume and cortical thickness and cognition have been hypothesized but not yet fully tested with longitudinal data for all major biomarker modalities among cognitively normal individuals across the adult lifespan starting from 18 years. By leveraging a large harmonized database from 8 biomarker studies with longitudinal data from 2609 participants in cognition, 873 in MRI biomarkers, 519 in PET PiB imaging and 475 in CSF biomarkers for a median follow-up of 5-6 years, we estimated the longitudinal trajectories of all major Alzheimer disease biomarkers as functions of baseline age that spanned from 18 to 103 years, located the baseline age window at which the longitudinal rates of change accelerated and further examined possible modifying effects of apolipoprotein E (APOE) genotype. We observed that participants 18-45 years at baseline exhibited learning effects on cognition and unexpected directions of change on CSF and PiB biomarkers. The earliest acceleration of longitudinal change occurred for CSF Aβ42 and Aβ42/Aβ40 ratio (with an increase) and for Tau, and pTau181 (with a decrease) at the next baseline age interval of 45-50 years, followed by an accelerated increase for PiB SUVR at the baseline age of 50-55 years and an accelerated decrease for hippocampal volume at the baseline age of 55-60 years and finally by an accelerated decline for cortical thickness and cognition at the baseline age of 65-70 years. Another acceleration in the rate of change occurred at the baseline age of 65-70 years for Aβ42/Aβ40 ratio, Tau, pTau181, PiB SUVR and hippocampal volume. Accelerated declines in hippocampal volume and cognition continued after 70 years. For participants 18-45 years at baseline, significant increases in Aβ42 and Aβ42/Aβ40 ratio and decreases in PiB SUVR occurred in APOE ɛ4 non-carriers but not carriers. After age 45 years, APOE ɛ4 carriers had greater magnitudes than non-carriers in the rates of change for all CSF biomarkers, PiB SUVR and cognition. Our results characterize the temporal evolutions and relative orderings of Alzheimer disease biomarkers across the adult lifespan and the modification effect of APOE ɛ4. These findings may better inform the design of prevention trials on Alzheimer disease.

Indexed as

Alzheimer DiseaseAdolescentAdultAgedAged, 80 and overAmyloid beta-PeptidesApolipoproteins EBiomarkersHumansLongevityLongitudinal StudiesMiddle AgedPeptide FragmentsPositron-Emission Tomographytau ProteinsYoung AdultAmyloid beta-PeptidesApolipoproteins EBiomarkersPeptide Fragmentstau Proteinsaccelerated rates of longitudinal changeAlzheimer diseasebiomarkerstemporal evolution and ordering

Identifiers

PMID35925685
PMCPMC10200301
OpenAlexW4289783434

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.