Evidence map›Paper›PMID 36571008›Full record

ArticleFrontiers in psychology2022

Midlife occupational cognitive requirements protect cognitive function in old age by increasing cognitive reserve.

Luca Kleineidam, Steffen Wolfsgruber, Anne-Sophie Weyrauch, Linn E Zulka, Simon Forstmeier, Sandra Roeske, Hendrik van den Bussche, Hanna Kaduszkiewicz, Birgitt Wiese, Siegfried Weyerer and 49 more

Abstract read
In one paragraph

Article in Frontiers in psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Protective Effects of Genetic Proxies of Cognitive Reserve in Parkinson's Disease: A Longitudinal Multi-Cohort Study.Movement disorders : official journal of the Movement Disorder Society · 2025
    Article
  7. Shorter Telomere Length in Individuals with Neurocognitive Disorder andInternational journal of molecular sciences · 2025
    Article
  8. Physical and mental demands of work associated with dementia risk in later life.The journal of prevention of Alzheimer's disease · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. 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

59 authors.

Luca KleineidamDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Steffen WolfsgruberGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Anne-Sophie WeyrauchDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Linn E ZulkaDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Simon ForstmeierDevelopmental Psychology and Clinical Psychology of the Lifespan, University of Siegen, Siegen, Germany.
Sandra RoeskeGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Hendrik van den BusscheDepartment of Primary Medical Care, Center for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Hanna KaduszkiewiczDepartment of Primary Medical Care, Center for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Birgitt WieseCenter for Information Management, Hannover Medical School, Hanover, Germany.
Siegfried WeyererMedical Faculty, Central Institute of Mental Health, Mannheim/Heidelberg University, Heidelberg, Germany.
Jochen WerleMedical Faculty, Central Institute of Mental Health, Mannheim/Heidelberg University, Heidelberg, Germany.
Angela FuchsMedical Faculty, Centre for Health and Society (CHS), Institute of General Practice (ifam), Heinrich Heine University, Düsseldorf, Germany.
Michael PentzekMedical Faculty, Centre for Health and Society (CHS), Institute of General Practice (ifam), Heinrich Heine University, Düsseldorf, Germany.
Christian BrettschneiderDepartment of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Hans-Helmut KönigDepartment of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Dagmar WeegDepartment of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.
Horst BickelDepartment of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.
Melanie LuppaMedical Faculty, Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany.
Francisca S RodriguezGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Silka Dawn FreieslebenGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Selin ErdoganGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Chantal UnterfeldGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Oliver PetersGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Eike J SpruthGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Slawek AltensteinGerman Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.
Andrea LohseDepartment of Psychiatry and Psychotherapy, Charité-Universitätsmedizin Berlin, Berlin, Germany.
Josef PrillerDepartment of Psychiatry and Psychotherapy, School of Medicine, Technical University of Munich, Munich, Germany.
Klaus FliessbachDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Xenia KobelevaGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Anja SchneiderDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Claudia BartelsDepartment of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany.
Björn H SchottDepartment of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany.
Jens WiltfangDepartment of Psychiatry and Psychotherapy, University Medical Center Goettingen, University of Goettingen, Goettingen, Germany.
Franziska MaierDepartment of Psychiatry, Medical Faculty, University of Cologne, Cologne, Germany.
Wenzel GlanzGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Enise I IncesoyGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Michaela ButrynGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Emrah DüzelGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Katharina BuergerGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Daniel JanowitzInstitute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.
Michael EwersGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Boris-Stephan RauchmannDepartment of Psychiatry and Psychotherapy, University Hospital, LMU Munich, Munich, Germany.
Robert PerneczkyGerman Center for Neurodegenerative Diseases (DZNE), Munich, Germany.
Ingo KilimannGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
Doreen GörßDepartment of Psychosomatic Medicine, Rostock University Medical Center, Rostock, Germany.
Stefan TeipelGerman Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
Christoph LaskeGerman Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.
Matthias H J MunkGerman Center for Neurodegenerative Diseases (DZNE), Tübingen, Germany.
Annika SpottkeGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Nina RoyGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Frederic BrosseronGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Michael T HenekaDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Alfredo RamirezDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Renat YakupovGerman Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.
Martin SchererDepartment of Primary Medical Care, Center for Psychosocial Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Wolfgang MaierDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.
Frank JessenGerman Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Steffi G Riedel-HellerMedical Faculty, Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany.
Michael WagnerDepartment of Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Several lifestyle factors promote protection against Alzheimer's disease (AD) throughout a person's lifespan. Although such protective effects have been described for occupational cognitive requirements (OCR) in midlife, it is currently unknown whether they are conveyed by brain maintenance (BM), brain reserve (BR), or cognitive reserve (CR) or a combination of them. Methods: We systematically derived hypotheses for these resilience concepts and tested them in the population-based AgeCoDe cohort and memory clinic-based AD high-risk DELCODE study. The OCR score (OCRS) was measured using job activities based on the O*NET occupational classification system. Four sets of analyses were conducted: (1) the interaction of OCR and APOE-ε4 with regard to cognitive decline (N = 2,369, AgeCoDe), (2) association with differentially shaped retrospective trajectories before the onset of dementia of the Alzheimer's type (DAT; N = 474, AgeCoDe), (3) cross-sectional interaction of the OCR and cerebrospinal fluid (CSF) AD biomarkers and brain structural measures regarding memory function (N = 873, DELCODE), and (4) cross-sectional and longitudinal association of OCR with CSF AD biomarkers and brain structural measures (N = 873, DELCODE). Results: Regarding (1), higher OCRS was associated with a reduced association of APOE-ε4 with cognitive decline (mean follow-up = 6.03 years), consistent with CR and BR. Regarding (2), high OCRS was associated with a later onset but subsequently stronger cognitive decline in individuals converting to DAT, consistent with CR. Regarding (3), higher OCRS was associated with a weaker association of the CSF Aβ42/40 ratio and hippocampal volume with memory function, consistent with CR. Regarding (4), OCR was not associated with the levels or changes in CSF AD biomarkers (mean follow-up = 2.61 years). We found a cross-sectional, age-independent association of OCRS with some MRI markers, but no association with 1-year-change. OCR was not associated with the intracranial volume. These results are not completely consistent with those of BR or BM. Discussion: Our results support the link between OCR and CR. Promoting and seeking complex and stimulating work conditions in midlife could therefore contribute to increased resistance to pathologies in old age and might complement prevention measures aimed at reducing pathology.

Indexed as

Alzheimer's diseasebrain maintenancebrain reservecognitive reservemid-life cognitive demandsoccupation

Identifiers

PMID36571008
PMCPMC9773841

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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.