ArticleEpigenetics2018
DNA methylation in blood as a mediator of the association of mid-childhood body mass index with cardio-metabolic risk score in early adolescence.
Article in Epigenetics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Speeding up interval estimation for R2-based mediation effect of high-dimensional mediators via cross-fitting.Biostatistics (Oxford, England) · 2025Article
- Debiased machine learning for ultra-high dimensional mediation analysis.Bioinformatics (Oxford, England) · 2025Article
- 2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association.Circulation · 2025Review
- Speeding up interval estimation forbioRxiv : the preprint server for biology · 2024Article
- 2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association.Circulation · 2024Review
- Epigenetics of Early Cardiometabolic Disease: Mechanisms and Precision Medicine.Circulation research · 2023Review
- Environment- and epigenome-wide association study of obesity in 'Children of 1997' birth cohort.eLife · 2023Article
- Heart Disease and Stroke Statistics-2023 Update: A Report From the American Heart Association.Circulation · 2023Review
- Recent progress in epigenetics of obesity.Diabetology & metabolic syndrome · 2022Review
- DNA methylation and aeroallergen sensitization: The chicken or the egg?Clinical epigenetics · 2022Article
- Estimation of total mediation effect for high-dimensional omics mediators.BMC bioinformatics · 2021Article
- Longitudinal data reveal strong genetic and weak non-genetic components of ethnicity-dependent blood DNA methylation levels.Epigenetics · 2021Article
- DNA methylome analysis identifies BMI-related epigenetic changes associated with non-small cell lung cancer susceptibility.Cancer medicine · 2021Article
- Gene-based mediation analysis in epigenetic studies.Briefings in bioinformatics · 2021Article
- The mediation effect of serum metabolites on the relationship between long-term smoking exposure and esophageal squamous cell carcinoma.BMC cancer · 2021Article
- IMAGE: high-powered detection of genetic effects on DNA methylation using integrated methylation QTL mapping and allele-specific analysis.Genome biology · 2019Article
- Body Mass Index Drives Changes in DNA Methylation: A Longitudinal Study.Circulation research · 2019Article
- Article
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Authors and funding
15 authors.
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Abstract
Obesity is associated with higher cardio-metabolic risk even in childhood and adolescence; whether this association is mediated by epigenetic mechanisms remains unclear. We examined the extent to which mid-childhood body mass index (BMI) z-score (median age 7.7 years) was associated with cardio-metabolic risk score in early adolescence (median age 12.9 years) via mid-childhood DNA methylation among 265 children in the Project Viva. We measured DNA methylation in leukocytes using the Infinium Human Methylation450K BeadChip. We assessed mediation CpG-by-CpG using epigenome-wide association analyses, high-dimensional mediation analysis, and natural effect models. We observed mediation by mid-childhood DNA methylation at 6 CpGs for the association between mid-childhood BMI z-score and cardio-metabolic risk score in early adolescence in the high-dimensional mediation analysis (accounting for 10% of the total effect) and in the natural effect model (β = 0.04,
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