SynthesisBreast cancer research : BCR2019
Blood DNA methylation and breast cancer risk: a meta-analysis of four prospective cohort studies.
Synthesis in Breast cancer research : BCR, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 4 of them syntheses that pooled it.
What it found
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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.
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.
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Who cites it
27 citing papers in PubMed, 4 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Methylation-based markers of aging and lifestyle-related factors and risk of breast cancer: a pooled analysis of four prospective studies.Breast cancer research : BCR · 2022Pooled it
- Alcohol consumption, blood DNA methylation and breast cancer: a Mendelian randomisation study.European journal of epidemiology · 2022Pooled it
- Breast Cancer Risk in Association with Atmospheric Pollution Exposure: A Meta-Analysis of Effect Estimates Followed by a Health Impact Assessment.Environmental health perspectives · 2021Pooled it
- Pooled it
- Prediagnostic White Blood Cell DNA Methylation and Risk of Breast Cancer in the Prostate Lung, Colorectal, and Ovarian Cancer Screening Trial (PLCO) Cohort.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2021Trial
- Blood DNA methylation and breast cancer risk: a prospective nested case-control study.EBioMedicine · 2026Article
- Validation of blood-based detection of breast cancer highlights importance for cross-population validation.Nature communications · 2025Article
- Methods in DNA methylation array dataset analysis: A review.Computational and structural biotechnology journal · 2024Review
- Methylation marks in blood DNA reveal breast cancer risk in patients fulfilling hereditary disease criteria.NPJ precision oncology · 2024Article
- Estimating the overall fraction of phenotypic variance attributed to high-dimensional predictors measured with error.Biostatistics (Oxford, England) · 2024Article
- Buffy coat signatures of breast cancer risk in a prospective cohort study.Clinical epigenetics · 2023Article
- Methylation of promoter region of BRCA1 gene versus pathogenic variants of gene: risk factor or clinical marker of breast cancer.Breast cancer research and treatment · 2022Article
- A Deep Survival EWAS approach estimating risk profile based on pre-diagnostic DNA methylation: An application to breast cancer time to diagnosis.PLoS computational biology · 2022Article
- The epigenetics of breast cancer - Opportunities for diagnostics, risk stratification and therapy.Epigenetics · 2022Article
- Association of mammographic density with blood DNA methylation.Epigenetics · 2022Article
- Blood DNA methylation profiles improve breast cancer prediction.Molecular oncology · 2022Article
- Upregulation of TIMM8A is correlated with prognosis and immune regulation in BC.Frontiers in oncology · 2022Article
- Association of lncRNA H19 polymorphisms with cancer susceptibility: An updated meta-analysis based on 53 studies.Frontiers in genetics · 2022Article
- Repeatability of methylation measures using a QIAseq targeted methyl panel and comparison with the Illumina HumanMethylation450 assay.BMC research notes · 2021Article
- Assessment ofCell journal · 2021Article
Corrections and comments
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Authors and funding
23 authors at 11 institutions in 6 countries.
Funding
Abstract
backgroundEnvironmental and genetic factors play an important role in the etiology of breast cancer. Several small blood-based DNA methylation studies have reported risk associations with methylation at individual CpGs and average methylation levels; however, these findings require validation in larger prospective cohort studies. To investigate the role of blood DNA methylation on breast cancer risk, we conducted a meta-analysis of four prospective cohort studies, including a total of 1663 incident cases and 1885 controls, the largest study of blood DNA methylation and breast cancer risk to date.
methodsWe assessed associations with methylation at 365,145 CpGs present in the HumanMethylation450 (HM450K) Beadchip, after excluding CpGs that did not pass quality controls in all studies. Each of the four cohorts estimated odds ratios (ORs) and 95% confidence intervals (CI) for the association between each individual CpG and breast cancer risk. In addition, each study assessed the association between average methylation measures and breast cancer risk, adjusted and unadjusted for cell-type composition. Study-specific ORs were combined using fixed-effect meta-analysis with inverse variance weights. Stratified analyses were conducted by age at diagnosis (< 50, ≥ 50), estrogen receptor (ER) status (+/-), and time since blood collection (< 5, 5-10, > 10 years). The false discovery rate (q value) was used to account for multiple testing.
resultsThe average age at blood draw ranged from 52.2 to 62.2 years across the four cohorts. Median follow-up time ranged from 6.6 to 8.4 years. The methylation measured at individual CpGs was not associated with breast cancer risk (q value > 0.59). In addition, higher average methylation level was not associated with risk of breast cancer (OR = 0.94, 95% CI = 0.85, 1.05; P = 0.26; P for study heterogeneity = 0.86). We found no evidence of modification of this association by age at diagnosis (P = 0.17), ER status (P = 0.88), time since blood collection (P = 0.98), or CpG location (P = 0.98).
conclusionsOur data indicate that DNA methylation measured in the blood prior to breast cancer diagnosis in predominantly postmenopausal women is unlikely to be associated with substantial breast cancer risk on the HM450K array. Larger studies or with greater methylation coverage are needed to determine if associations exist between blood DNA methylation and breast cancer risk.
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Registered trials
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.