ArticleEpigenetics & chromatin2019
Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation.
Article in Epigenetics & chromatin, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 3 of them syntheses that pooled it.
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Who cites it
31 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Associations of maternal night shift work during pregnancy with DNA methylation in offspring: a meta-analysis in the PACE consortium.Clinical epigenetics · 2025Pooled it
- A meta-analysis of epigenome-wide association studies of ultra-processed food consumption with DNA methylation in European children.Clinical epigenetics · 2025Pooled it
- Genome- and epigenome-wide association studies identify susceptibility of CpG sites and regions for metabolic syndrome in a Korean population.Clinical epigenetics · 2024Pooled it
- Effects of 6-months of SSRI use on DNA-methylation and gene expression in blood.Brain, behavior, and immunity · 2026Trial
- Early-Life DNA methylation at TRIM6 and TTC23 promoters associates with respiratory infections at one year.Pediatric research · 2026Article
- Maternal Chrono-Nutrition and Placental DNA Methylation: The BiSC Study.Molecular nutrition & food research · 2026Article
- Integrative analysis of DNA methylation and inflammatory protein biomarkers in hypertension.Frontiers in immunology · 2026Article
- DNA methylation as a biomarker of prenatal exposures: current challenges and opportunities.Environmental epigenetics · 2026Review
- Interactive effects of genotype with prenatal stress on DNA methylation at birth.Molecular psychiatry · 2025Article
- Cross-Tissue Specificity of Pediatric DNA Methylation Associated With Cumulative Family Stress.Developmental psychobiology · 2025Article
- Epigenetic and genetic profiling of comorbidity patterns among substance dependence diagnoses.Molecular psychiatry · 2025Article
- Linking DNA methylation in brain regions to Alzheimer's disease risk: a Mendelian randomization study.Human molecular genetics · 2025Article
- Epigenetics and individuality: from concepts to causality across timescales.Nature reviews. Genetics · 2025Review
- Article
- DNA methylation differences between cord and adult white blood cells reflect postnatal immune cell maturation.Communications biology · 2025Article
- From Mother to Child: Epigenetic Signatures of Hyperglycemia and Obesity during Pregnancy.Nutrients · 2024Article
- Development of an epigenetic clock resistant to changes in immune cell composition.Communications biology · 2024Article
- Genome-wide QTL mapping across three tissues highlights several Alzheimer's and Parkinson's disease loci potentially acting via DNA methylation.medRxiv : the preprint server for health sciences · 2023Article
- An integrative framework and recommendations for the study of DNA methylation in the context of race and ethnicity.Discover social science and health · 2023Review
- Updates to data versions and analytic methods influence the reproducibility of results from epigenome-wide association studies.Epigenetics · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe widespread use of accessible peripheral tissues for epigenetic analyses has prompted increasing interest in the study of tissue-specific DNA methylation (DNAm) variation in human populations. To date, characterizations of inter-individual DNAm variability and DNAm concordance across tissues have been largely performed in adult tissues and therefore are limited in their relevance to DNAm profiles from pediatric samples. Given that DNAm patterns in early life undergo rapid changes and have been linked to a wide range of health outcomes and environmental exposures, direct investigations of tissue-specific DNAm variation in pediatric samples may help inform the design and interpretation of DNAm analyses from early life cohorts. In this study, we present a systematic comparison of genome-wide DNAm patterns between matched pediatric buccal epithelial cells (BECs) and peripheral blood mononuclear cells (PBMCs), two of the most widely used peripheral tissues in human epigenetic studies. Specifically, we assessed DNAm variability, cross-tissue DNAm concordance and genetic determinants of DNAm across two independent early life cohorts encompassing different ages.
resultsBECs had greater inter-individual DNAm variability compared to PBMCs and highly the variable CpGs are more likely to be positively correlated between the matched tissues compared to less variable CpGs. These sites were enriched for CpGs under genetic influence, suggesting that a substantial proportion of DNAm covariation between tissues can be attributed to genetic variation. Finally, we demonstrated the relevance of our findings to human epigenetic studies by categorizing CpGs from published DNAm association studies of pediatric BECs and peripheral blood.
conclusionsTaken together, our results highlight a number of important considerations and practical implications in the design and interpretation of EWAS analyses performed in pediatric peripheral tissues.
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