Evidence map›Paper›PMID 42754665›Full record

ArticleBritish journal of cancer2026

Early-adulthood body mass index, mammographic density and post-menopausal breast cancer risk: a mediation analysis.

Benoit Jauniaux, Michelle N Harvie, Matthew Sperrin, Susan M Astley, Lee Malcomson, D Gareth Evans, Andrew G Renehan

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Article in British journal of cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Benoit JauniauxDepartment of General Surgery, Manchester University NHS Foundation Trust, Manchester, UK.ORCID http://orcid.org/0000-0002-2527-2112
Michelle N HarviePrevent Breast Cancer Research Unit, Nightingale Breast Screening Centre, Manchester University NHS Foundation Trust, Manchester, UK.ORCID http://orcid.org/0000-0001-9761-3089
Matthew SperrinDivision of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0002-5351-9960
Susan M AstleyDivision of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0002-2989-2765
Lee MalcomsonManchester Cancer Research Centre and NIHR Manchester Biomedical Research Centre, Manchester, UK.ORCID http://orcid.org/0000-0002-8237-5329
D Gareth EvansPrevent Breast Cancer Research Unit, Nightingale Breast Screening Centre, Manchester University NHS Foundation Trust, Manchester, UK.ORCID http://orcid.org/0000-0002-8482-5784
Andrew G RenehanDivision of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK. andrew.renehan@manchester.ac.uk.ORCID http://orcid.org/0000-0002-9115-4405

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo explore potential mechanistic pathways and inform prevention strategies, this study examined whether mammographic density (MD) mediates the inverse association between higher early-adulthood body mass index (BMI) and lower post-menopausal breast cancer risk.

methodsWe analysed data from 33,816 post-menopausal women in the UK PROCAS cohort, with self-reported BMI at age 20. MD was measured using full-field digital mammography and assessed using the visual analogue scale (VAS) percentage density and Volpara®-derived fibroglandular volume (FGV). Counterfactual mediation modelling estimated natural direct and indirect effects.

resultsOver a median follow-up of 10.44 years, there were 1261 new post-menopausal breast cancers. Higher VAS and FGV were associated with increased breast cancer risk. BMI at age 20 was associated with lower VAS density and reduced breast cancer risk [Hazard Ratio per 5 kg/m²: 0.849 (0.771-0.938)]. The calculated proportion mediated by VAS density was 59.9% (32.6-150), after accounting for intermediate confounding by BMI in later adulthood. FGV was positively associated with higher BMI at cohort entry but not at age 20.

conclusionsLower VAS density may partially explain the inverse association between early-adulthood BMI and post-menopausal breast cancer risk. The link between FGV and breast cancer risk may represent a different biological pathway.

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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.