Evidence map›Paper›PMID 39915021›Full record

ArticleBMJ open2025

Biological embodiment of educational attainment and future risk of breast cancer: findings from a French prospective cohort.

Eloïse Berger, Richard Dudouet, Laure Dossus, Laura Baglietto, Amandine Gelot, Marie-Christine Boutron-Ruault, Gianluca Severi, Raphaële Castagné, Cyrille Delpierre

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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

  1. Pooled it
  2. 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

9 authors.

Eloïse Berger *EQUITY team, INSERM-UMR 1295, CERPOP, Toulouse, France.
Richard Dudouet *EQUITY team, INSERM-UMR 1295, CERPOP, Toulouse, France richard.dudouet@univ-tlse3.fr.ORCID http://orcid.org/0009-0009-8248-497X
Laure DossusInternational Agency for Research on Cancer, Lyon, France.
Laura BagliettoParis Saclay University, INSERM, Gustave Roussy, 'Exposome and Heredity' Team, CESP, UVSQ, Villejuif, France.
Amandine GelotParis Saclay University, INSERM, Gustave Roussy, 'Exposome and Heredity' Team, CESP, UVSQ, Villejuif, France.
Marie-Christine Boutron-RuaultParis Saclay University, INSERM, Gustave Roussy, 'Exposome and Heredity' Team, CESP, UVSQ, Villejuif, France.
Gianluca SeveriParis Saclay University, INSERM, Gustave Roussy, 'Exposome and Heredity' Team, CESP, UVSQ, Villejuif, France.
Raphaële Castagné *EQUITY team, INSERM-UMR 1295, CERPOP, Toulouse, France.
Cyrille Delpierre *EQUITY team, INSERM-UMR 1295, CERPOP, Toulouse, France.

Funding

World Health Organization 001
6 · The paper itself

Abstract

backgroundWomen with higher educational attainment have a higher risk of developing breast cancer (BC). Despite the acknowledged impact of reproductive and lifestyle factors, some excess risks remain unexplained. Many studies support the hypothesis that education has a distinctive effect on physiological processes associated with health, independently of known risk factors.

objectivesIn this study, we aimed to determine whether the biological embodiment of education could be part of the observed social inequalities in BC risk. We focused on biomarkers from several physiological systems examined individually, and jointly through a biological health score (BHS).

designProspective cohort study.

settingThis study, based on a subsample of the French E3N cohort, included women with biological data from four nested case-control studies.

participantsThe study included 3048 postmenopausal women (17% BC).

main outcome measuresWe first evaluated the association between educational attainment and each biomarker, separately (N=11) and by combining them into a BHS, indicative of an augmented biological health hazard when elevated. Finally, we explored the relationships between the socially patterned biomarkers and BHS, and risk of incident BC.

resultsWomen with higher educational attainment exhibited a lower BHS in comparison to those with lower educational attainment (β

conclusionEducational attainment has a direct impact on biological processes suggesting that the biological embodiment of the social environment could be a potential pathway that mediates the association between educational attainment and health. Further studies are needed to specifically investigate the relationships between socially stratified biomarkers and BC risk.

Indexed as

Breast NeoplasmsEducational StatusAgedBiomarkersCase-Control StudiesC-Reactive ProteinFemaleFranceHumansMiddle AgedPostmenopauseProspective StudiesRisk FactorsSex Hormone-Binding GlobulinBiomarkersC-Reactive ProteinSex Hormone-Binding GlobulinBreast tumoursEPIDEMIOLOGYSOCIAL MEDICINE

Identifiers

PMID39915021
PMCPMC11800216

What OpenQuestion holds

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LicenceCC BY-NC
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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.