Evidence map›Paper›PMID 37693539›Full record

ArticlemedRxiv : the preprint server for health sciences2023

The mediating role of mammographic density in the protective effect of early-life adiposity on breast cancer risk: a multivariable Mendelian randomization study.

Marina Vabistsevits, George Davey Smith, Tom G Richardson, Rebecca C Richmond, Weiva Sieh, Joseph H Rothstein, Laurel A Habel, Stacey E Alexeeff, Bethan Lloyd-Lewis, Eleanor Sanderson

Open access · greenAbstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 3 institutions in 2 countries.

Marina VabistsevitsUniversity of Bristol, MRC Integrative Epidemiology Unit, Bristol, United Kingdom.
George Davey SmithUniversity of Bristol, MRC Integrative Epidemiology Unit, Bristol, United Kingdom.
Tom G RichardsonUniversity of Bristol, MRC Integrative Epidemiology Unit, Bristol, United Kingdom.
Rebecca C RichmondUniversity of Bristol, MRC Integrative Epidemiology Unit, Bristol, United Kingdom.
Weiva SiehIcahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, Department of Population Health Science and Policy, New York, NY, United States.
Joseph H RothsteinIcahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, Department of Population Health Science and Policy, New York, NY, United States.
Laurel A HabelKaiser Permanente Northern California, Division of Research, Oakland, CA, United States.
Stacey E AlexeeffKaiser Permanente Northern California, Division of Research, Oakland, CA, United States.
Bethan Lloyd-LewisUniversity of Bristol, School of Cellular and Molecular Medicine, Bristol, United Kingdom.
Eleanor SandersonUniversity of Bristol, MRC Integrative Epidemiology Unit, Bristol, United Kingdom.
University of Bristol · GBKaiser Permanente · USThe University of Texas MD Anderson Cancer Center · US

Funding

Radiomic and genomic predictors of breast cancer riskR01CA264987 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Vignesh A Arasu, Li Shen · 2021 to 2026
$3.5M
Genome-Wide Association Study of Mammographic DensityR01CA166827 · NCI · STANFORD UNIVERSITY · PI HABEL, LAUREL A, SIEH, WEIVA · 2012 to 2016
$2.3M
Genomic and Transcriptomic Analysis of Mammographic DensityR01CA237541 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI HABEL, LAUREL A, SIEH, WEIVA · 2020 to 2023
$2.0M
Medical Research Council MC_UU_00032/1NCI NIH HHS R01 CA166827NCI NIH HHS R01 CA237541NCI NIH HHS R01 CA264987Wellcome Trust
6 · The paper itself

Abstract

Observational studies suggest that mammographic density (MD) may have a role in the unexplained protective effect of childhood adiposity on breast cancer risk. Here, we investigated a complex and interlinked relationship between puberty onset, adiposity, MD, and their effects on breast cancer using Mendelian randomization (MR). We estimated the effects of childhood and adulthood adiposity, and age at menarche on MD phenotypes (dense area (DA), non-dense area (NDA), percent density (PD)) using MR and multivariable MR (MVMR), allowing us to disentangle their total and direct effects. Next, we examined the effect of MD on breast cancer risk, including risk of molecular subtypes, and accounting for genetic pleiotropy. Finally, we used MVMR to evaluate whether the protective effect of childhood adiposity on breast cancer was mediated by MD. Childhood adiposity had a strong inverse effect on mammographic DA, while adulthood adiposity increased NDA. Later menarche had an effect of increasing DA and PD, but when accounting for childhood adiposity, this effect attenuated to the null. DA and PD had a risk-increasing effect on breast cancer across all subtypes. The MD single-nucleotide polymorphism (SNP) estimates were extremely heterogeneous, and examination of the SNPs suggested different mechanisms may be linking MD and breast cancer. Finally, MR mediation analysis estimated that 56% (95% CIs [32% - 79%]) of the childhood adiposity effect on breast cancer risk was mediated via DA. In this work, we sought to disentangle the relationship between factors affecting MD and breast cancer. We showed that higher childhood adiposity decreases mammographic DA, which subsequently leads to reduced breast cancer risk. Understanding this mechanism is of great importance for identifying potential targets of intervention, since advocating weight gain in childhood would not be recommended.

Identifiers

PMID37693539
PMCPMC10491349
OpenAlexW4386401284

What OpenQuestion holds

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LicenceCC BY
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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.