ArticleGenome biology2016
Systematic identification of genetic influences on methylation across the human life course.
Article in Genome biology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 374 papers, 18 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
374 citing papers in PubMed, 18 syntheses or guidelines pooled it, 644 citations in OpenAlex.
- Associations of maternal night shift work during pregnancy with DNA methylation in offspring: a meta-analysis in the PACE consortium.Clinical epigenetics · 2025Pooled it
- Genome-Wide Interaction Analyses of Serum Calcium on Ventricular Repolarization Time in 125 393 Participants.Journal of the American Heart Association · 2024Pooled it
- Sex effects on DNA methylation affect discovery in epigenome-wide association study of schizophrenia.Molecular psychiatry · 2024Pooled it
- Pooled it
- Pooled it
- A systematic review of neuroimaging epigenetic research: calling for an increased focus on development.Molecular psychiatry · 2023Pooled it
- Epigenome-wide DNA methylation in externalizing behaviours: A review and combined analysis.Neuroscience and biobehavioral reviews · 2023Pooled it
- Shared genetic risk factors and causal association between psoriasis and coronary artery disease.Nature communications · 2022Pooled it
- Alcohol consumption, blood DNA methylation and breast cancer: a Mendelian randomisation study.European journal of epidemiology · 2022Pooled it
- Alcohol consumption, DNA methylation and colorectal cancer risk: Results from pooled cohort studies and Mendelian randomization analysis.International journal of cancer · 2022Pooled it
- Prenatal medication exposure and epigenetic outcomes: a systematic literature review and recommendations for prenatal pharmacoepigenetic studies.Epigenetics · 2022Pooled it
- Genome-wide association studies identify novel genetic loci for epigenetic age acceleration among survivors of childhood cancer.Genome medicine · 2022Pooled it
- Epigenome-wide meta-analysis of blood DNA methylation and its association with subcortical volumes: findings from the ENIGMA Epigenetics Working Group.Molecular psychiatry · 2021Pooled it
- Association of medically assisted reproduction with offspring cord blood DNA methylation across cohorts.Human reproduction (Oxford, England) · 2021Pooled it
- Multi-omics analysis identifies CpGs near G6PC2 mediating the effects of genetic variants on fasting glucose.Diabetologia · 2021Pooled it
- A multi-ethnic epigenome-wide association study of leukocyte DNA methylation and blood lipids.Nature communications · 2021Pooled it
- Genetic basis of lacunar stroke: a pooled analysis of individual patient data and genome-wide association studies.The Lancet. Neurology · 2021Pooled it
- Associations between COVID-19 and skin conditions identified through epidemiology and genomic studies.The Journal of allergy and clinical immunology · 2021Pooled it
- Genome-wide association study of aromatase inhibitor discontinuation due to musculoskeletal symptoms.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2022Trial
- Direct and indirect genetic effects of birthweight predisposition on child DNA methylation at birth.Epigenetics · 2026Article
314 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundThe influence of genetic variation on complex diseases is potentially mediated through a range of highly dynamic epigenetic processes exhibiting temporal variation during development and later life. Here we present a catalogue of the genetic influences on DNA methylation (methylation quantitative trait loci (mQTL)) at five different life stages in human blood: children at birth, childhood, adolescence and their mothers during pregnancy and middle age.
resultsWe show that genetic effects on methylation are highly stable across the life course and that developmental change in the genetic contribution to variation in methylation occurs primarily through increases in environmental or stochastic effects. Though we map a large proportion of the cis-acting genetic variation, a much larger component of genetic effects influencing methylation are acting in trans. However, only 7 % of discovered mQTL are trans-effects, suggesting that the trans component is highly polygenic. Finally, we estimate the contribution of mQTL to variation in complex traits and infer that methylation may have a causal role consistent with an infinitesimal model in which many methylation sites each have a small influence, amounting to a large overall contribution.
conclusionsDNA methylation contains a significant heritable component that remains consistent across the lifespan. Our results suggest that the genetic component of methylation may have a causal role in complex traits. The database of mQTL presented here provide a rich resource for those interested in investigating the role of methylation in disease.
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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.