Evidence map›Paper›PMID 39537609›Full record

Observational studyNature communications2024

Cognitive reserve against Alzheimer's pathology is linked to brain activity during memory formation.

Niklas Vockert, Judith Machts, Luca Kleineidam, Aditya Nemali, Enise I Incesoy, Jose Bernal, Hartmut Schütze, Renat Yakupov, Oliver Peters, Daria Gref and 33 more

Abstract readObservational StudyMulticenter Study
In one paragraph

Observational study in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 2 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

40 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. The effect of exercise on the improvement of verbal fluency, spatial working memory, and the three major executive functions in elderly alzheimer's patients: a systematic review and meta-analysis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2025
    Pooled it
  3. Article
  4. Article
  5. Vulnerability of locus coeruleus connections to aging and Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  6. Observational
  7. Article
  8. Article
  9. Observational
  10. Shaping the scientific agenda: Defining and operationalizing brain health in aging.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  11. Article
  12. Stable neuronal representations underlie cognitive resilience to Alzheimer's disease pathology.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  13. Sleep and dementia: Assessing established dementia-related factors using multivariable Mendelian randomization.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Article
  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

43 authors.

Niklas VockertGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany. Niklas.Vockert@dzne.de.ORCID 0000-0001-5915-2517
Judith MachtsGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Luca KleineidamGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.ORCID 0009-0006-3309-6856
Aditya NemaliGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Enise I IncesoyGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.ORCID 0000-0003-2014-4098
Jose BernalGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Hartmut SchützeGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.ORCID 0000-0001-8409-032X
Renat YakupovGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.ORCID 0000-0002-3868-284X
Oliver PetersGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Daria GrefCharité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, Institute of Psychiatry and Psychotherapy, Berlin, Germany.ORCID 0000-0003-2497-9324
Luisa Sophie SchneiderCharité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, ECRC Experimental and Clinical Research Center, Berlin, Germany.ORCID 0000-0001-5822-1744
Lukas PreisCharité - Universitaetsmedizin Berlin, corporate member of Freie Universitaet Berlin and Humboldt-Universitaet zu Berlin, Institute of Psychiatry and Psychotherapy, Berlin, Germany.
Josef PrillerGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.ORCID 0000-0001-7596-0979
Eike Jakob SpruthGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Slawek AltensteinGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Anja SchneiderGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.ORCID 0000-0001-9540-8700
Klaus FliessbachGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Jens WiltfangGerman Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany.ORCID 0000-0003-1492-5330
Ayda RostamzadehGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Wenzel GlanzGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Stefan TeipelGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
Ingo KilimannGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
Doreen GoerssGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
Christoph LaskeGerman Center for Neurodegenerative Diseases (DZNE), Tuebingen, Germany.
Matthias H MunkGerman Center for Neurodegenerative Diseases (DZNE), Tuebingen, Germany.
Annika SpottkeGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Nina RoyGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Michael T HenekaGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.ORCID 0000-0003-4996-1630
Frederic BrosseronGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.ORCID 0000-0003-3137-7516
Michael WagnerGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.ORCID 0000-0003-2589-6440
Steffen WolfsgruberGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Laura DobischGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Peter DechentMR-Research in Neurosciences, Department of Cognitive Neurology, Georg-August-University Goettingen, Goettingen, Germany.
Stefan HetzerBerlin Center for Advanced Neuroimaging, Charité - Universitaetsmedizin Berlin, Berlin, Germany.
Klaus SchefflerDepartment for Biomedical Magnetic Resonance, University of Tuebingen, Tuebingen, Germany.
Peter ZeidmanWellcome Centre for Human Neuroimaging, UCL Institute of Neurology, London, UK.ORCID 0000-0003-3610-6619
Yaakov SternCognitive Neuroscience Division, Department of Neurology, Columbia University Vagelos College of Physicians and Surgeons, New York, NY, USA.
Björn H SchottGerman Center for Neurodegenerative Diseases (DZNE), Goettingen, Germany.ORCID 0000-0002-8237-4481
Frank JessenGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Emrah DüzelGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Anne Maass *German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany. Anne.Maass@dzne.de.ORCID 0000-0002-7889-795X
Gabriel Ziegler *German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany. Gabriel.Ziegler@dzne.de.ORCID 0000-0001-6589-6416
DELCODE study group

Funding

Collaboratory on Research Definitions for Cognitive Reserve and ResilienceR24AG061421 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI STERN, YAAKOV · 2018 to 2020
$2.5M
NIA NIH HHS R24 AG061421
6 · The paper itself

Abstract

The cognitive reserve (CR) hypothesis posits that individuals can differ in how their brain function is disrupted by pathology associated with aging and neurodegeneration. Here, we test this hypothesis in the continuum from cognitively normal to at-risk stages for Alzheimer's Disease (AD) to AD dementia using longitudinal data from 490 participants of the DELCODE multicentric observational study. Brain function is measured using task fMRI of visual memory encoding. Using a multivariate moderation analysis, we identify a CR-related activity pattern underlying successful memory encoding that moderates the detrimental effect of AD pathological load on cognitive performance. CR is mainly represented by a more pronounced expression of the task-active network encompassing deactivation of the default mode network (DMN) and activation of inferior temporal regions including the fusiform gyrus. We devise personalized fMRI-based CR scores that moderate the impact of AD pathology on cognitive performance and are positively associated with years of education. Furthermore, higher CR scores attenuate the effect of AD pathology on cognitive decline over time. Our findings primarily provide evidence for the maintenance of core cognitive circuits including the DMN as the neural basis of CR. Individual brain activity levels of these areas during memory encoding have prognostic value for future cognitive decline.

Indexed as

Alzheimer DiseaseBrainCognitive ReserveMagnetic Resonance ImagingMemoryAgedAged, 80 and overBrain MappingCognitionCognitive DysfunctionFemaleHumansLongitudinal StudiesMaleMiddle AgedNeuropsychological Tests

Identifiers

PMID39537609
PMCPMC11561234

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Registered trials

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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.