ArticleNature communications2024
Mammographic density mediates the protective effect of early-life body size on breast cancer risk.
Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Lifecourse genome-wide association study meta-analysis refines the critical life stages for adiposity's influence on breast cancer risk.Science advances · 2026Pooled it
- Early-adulthood body mass index, mammographic density and post-menopausal breast cancer risk: a mediation analysis.British journal of cancer · 2026Article
- Translating genome-wide association studies at multiple scales: Drug target prioritization, cellular architectures, and organ imaging.Cell genomics · 2026Review
- Nutrition Across the Life Course and Risk of Young-Onset Breast Cancer: Mechanisms, Evidence, and Prevention Opportunities.Nutrients · 2026Review
- Challenges and future directions for Mendelian randomization.Nature genetics · 2026Review
- Association between trajectories of body fatness during childhood and puberty and post-pubertal breast composition in the growth and obesity Chilean cohort study.Breast cancer research : BCR · 2026Article
- A structural mean modeling Mendelian randomization approach to investigate the lifecourse effect of adiposity: applied and methodological considerations.American journal of epidemiology · 2026Article
- Investigating the relationship between breast cancer risk factors and an AI-generated mammographic texture feature in the Nurses' Health Study II.NPJ breast cancer · 2025Article
- Associations of early-adulthood adiposity with breast parenchymal tissue complexity within premenopausal women.Breast cancer research : BCR · 2025Article
- A Review of Mendelian Randomization: Assumptions, Methods, and Application to Obesity-Related Diseases.Journal of obesity & metabolic syndrome · 2025Review
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Authors and funding
10 authors.
Funding
Abstract
The unexplained protective effect of childhood adiposity on breast cancer risk may be mediated via mammographic density (MD). Here, we investigate a complex relationship between adiposity in childhood and adulthood, puberty onset, MD phenotypes (dense area (DA), non-dense area (NDA), percent density (PD)), and their effects on breast cancer. We use Mendelian randomization (MR) and multivariable MR to estimate the total and direct effects of adiposity and age at menarche on MD phenotypes. Childhood adiposity has a decreasing effect on DA, while adulthood adiposity increases NDA. Later menarche increases DA/PD, but when accounting for childhood adiposity, this effect is attenuated. Next, we examine the effect of MD on breast cancer risk. DA/PD have a risk-increasing effect on breast cancer across all subtypes. The MD SNPs estimates are heterogeneous, and additional analyses suggest that different mechanisms may be linking MD and breast cancer. Finally, we evaluate the role of MD in the protective effect of childhood adiposity on breast cancer. Mediation MR analysis shows that 56% (95% CIs [32%-79%]) of this effect is mediated via DA. Our finding suggests that higher childhood adiposity decreases mammographic DA, subsequently reducing breast cancer risk. Understanding this mechanism is important for identifying potential intervention targets.
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