Evidence map›Paper›PMID 33903255›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Educational attainment does not influence brain aging.

Lars Nyberg, Fredrik Magnussen, Anders Lundquist, William Baaré, David Bartrés-Faz, Lars Bertram, C J Boraxbekk, Andreas M Brandmaier, Christian A Drevon, Klaus Ebmeier and 14 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
59citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

59 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  12. Does education promote resilience and brain health in those with exceptional longevity? The LifeAfter90 study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
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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

24 authors.

Lars NybergDepartment of Radiation Sciences, Radiology, Umeå University, 901 87 Umeå, Sweden; lars.nyberg@umu.se a.m.fjell@psykologi.uio.no.ORCID 0000-0002-3367-1746
Fredrik MagnussenCenter for Lifespan Changes in Brain and Cognition, University of Oslo, 0317 Oslo, Norway.ORCID 0000-0003-2574-1705
Anders LundquistUmeå Center for Functional Brain Imaging, Umeå University, 901 87 Umeå, Sweden.
William BaaréDanish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital, Amager and Hvidovre, 2650 Hvidovre, Denmark.ORCID 0000-0002-1810-7266
David Bartrés-FazDepartment of Medicine, Faculty of Medicine and Health Sciences and Neurosciences Institute, University of Barcelona, 08014 Barcelona, Spain.
Lars BertramCenter for Lifespan Changes in Brain and Cognition, University of Oslo, 0317 Oslo, Norway.
C J BoraxbekkDepartment of Radiation Sciences, Radiology, Umeå University, 901 87 Umeå, Sweden.
Andreas M BrandmaierCenter for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany.ORCID 0000-0001-8765-6982
Christian A DrevonVitas AS, Research Park, 0349 Oslo, Norway.ORCID 0000-0002-7216-2784
Klaus EbmeierWarneford Hospital, University of Oxford, Oxford OX3 7JX, United Kingdom.ORCID 0000-0002-5190-7038
Paolo GhislettaFaculté de Psychologie et des Sciences de l'Education, Université de Genève, 1205 Geneva, Switzerland.ORCID 0000-0001-7731-2406
Richard N HensonMedical Research Council Cognition and Brain Sciences Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 7EF, United Kingdom.ORCID 0000-0002-0712-2639
Carme JunquéDepartment of Medicine, Faculty of Medicine and Health Sciences and Neurosciences Institute, University of Barcelona, 08014 Barcelona, Spain.
Rogier KievitMedical Research Council Cognition and Brain Sciences Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 7EF, United Kingdom.ORCID 0000-0003-0700-4568
Maike KleemeyerCenter for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany.
Ethan KnightsMedical Research Council Cognition and Brain Sciences Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 7EF, United Kingdom.
Simone KühnCenter for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany.
Ulman LindenbergerCenter for Lifespan Psychology, Max Planck Institute for Human Development, D-14195 Berlin, Germany.ORCID 0000-0001-8428-6453
Brenda W J H PenninxDepartment of Psychiatry, Amsterdam University Medical Center, Vrije Universiteit, 1081 HJ Amsterdam, The Netherlands.
Sara PudasDepartment of Integrative Medical Biology, Umeå University, 901 87 Umeå, Sweden.ORCID 0000-0001-9512-3289
Øystein SørensenCenter for Lifespan Changes in Brain and Cognition, University of Oslo, 0317 Oslo, Norway.ORCID 0000-0003-0724-3542
Lídia Vaqué-AlcázarDepartment of Medicine, Faculty of Medicine and Health Sciences and Neurosciences Institute, University of Barcelona, 08014 Barcelona, Spain.ORCID 0000-0002-6776-6559
Kristine B WalhovdCenter for Lifespan Changes in Brain and Cognition, University of Oslo, 0317 Oslo, Norway.ORCID 0000-0003-1918-1123
Anders M FjellCenter for Lifespan Changes in Brain and Cognition, University of Oslo, 0317 Oslo, Norway; lars.nyberg@umu.se a.m.fjell@psykologi.uio.no.ORCID 0000-0003-2502-8774

Funding

Biotechnology and Biological Sciences Research Council BB/H008217/1Medical Research Council G1001354Medical Research Council MC_UU_00005/8Medical Research Council MR/K013351/1
6 · The paper itself

Abstract

Education has been related to various advantageous lifetime outcomes. Here, using longitudinal structural MRI data (4,422 observations), we tested the influential hypothesis that higher education translates into slower rates of brain aging. Cross-sectionally, education was modestly associated with regional cortical volume. However, despite marked mean atrophy in the cortex and hippocampus, education did not influence rates of change. The results were replicated across two independent samples. Our findings challenge the view that higher education slows brain aging.

Indexed as

EducationAgedAgingBrainCerebral CortexFemaleHippocampusHumansMagnetic Resonance ImagingMaleMiddle Agedagingcerebral cortexeducationhippocampusreserve

Identifiers

PMID33903255
PMCPMC8106299

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.