ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2025
Causal Effects of Breast Cancer Risk Factors across Hormone Receptor Breast Cancer Subtypes: A Two-Sample Mendelian Randomization Study.
Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 2 of them syntheses that pooled it.
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Who cites it
3 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Structured tools for assessing quality and risk of bias in Mendelian randomization studies: an updated systematic review.International journal of epidemiology · 2026Pooled it
- Type 2 diabetes mellitus and cancer: A systematic review and meta-analysis of Mendelian randomization studies.Frontiers in endocrinology · 2026Pooled it
- The causal association between systolic blood pressure and breast cancer: a two sample Mendelian randomization study.BMC cancer · 2026Article
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7 authors.
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Abstract
backgroundIt is unclear if established breast cancer risk factors exert similar causal effects across hormone receptor breast cancer subtypes. We estimated and compared causal estimates of height, body mass index (BMI), type 2 diabetes, age at menarche, age at menopause, breast density, alcohol consumption, regular smoking, and physical activity across these subtypes.
methodsWe used a two-sample Mendelian randomization approach and selected genetic instrumental variables from large-scale genome-wide association studies. Publicly available summary-level Breast Cancer Association Consortium data (n = 247,173; 133,384 cases, 113,789 controls) for the following subtypes were included: luminal A-like (45,253 cases), luminal B-/HER2-negative-like (6,350 cases), luminal B-like (6,427 cases), HER2-enriched (2,884 cases), and triple-negative (8,602 cases). We employed multiple Mendelian randomization methods to evaluate the strength of causal evidence for each risk factor-subtype association.
resultsCollectively, our analyses indicated that increased height and decreased BMI are probable causal risk factors for all five subtypes. For the other risk factors, the strength of evidence for causal effects differed across subtypes. Heterogeneity in the magnitude of causal effect estimates for age at menopause and breast density was explained by null findings for triple-negative tumors. Regular smoking was the sole risk factor for which there was no evidence of a causal effect on any subtype.
conclusionsThis study suggests that established breast cancer risk factors differ across hormone receptor subtypes. IMPACT: Our results are valuable for the development of primary prevention strategies, improvement of breast cancer risk stratification in the general population, and identification of novel breast cancer risk factors.
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