ArticleGenome biology2019
A genomic atlas of systemic interindividual epigenetic variation in humans.
Article in Genome biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 4 of them syntheses that pooled it.
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Who cites it
76 citing papers in PubMed, 4 syntheses or guidelines pooled it, 128 citations in OpenAlex.
- Paediatric DNA methylation profile scores: a systematic review and open-source atlas.EBioMedicine · 2026Pooled it
- Epigenetic alterations in patients with anorexia nervosa-a systematic review.Molecular psychiatry · 2024Pooled it
- Epigenome-wide association studies of prenatal maternal mental health and infant epigenetic profiles: a systematic review.Translational psychiatry · 2023Pooled it
- Differential methylation as a diagnostic biomarker of rare renal diseases: a systematic review.BMC nephrology · 2019Pooled it
- Differential methylation at novel putative imprinting control regions on chromosome 20 associated with childhood obesity.Epigenetics · 2026Article
- Epigenetic insights into fertility: involvement of immune cell methylation in dairy cows reproduction†.Biology of reproduction · 2026Article
- The Potential Physiologic Mechanisms by Which Early-Life Nutrition May Influence Type 2 Diabetes Pathophysiology in Humans.Annual review of nutrition · 2026Review
- DNA methylation as proxy of genetic, prenatal and perinatal psychiatric risk factors.medRxiv : the preprint server for health sciences · 2026Article
- Systematic investigation of interindividual variation of DNA methylation in human whole blood.Genome biology · 2026Article
- Consortium profile: the methylation, imaging and NeuroDevelopment (MIND) consortium.Molecular psychiatry · 2026Review
- DNA Methylation as a Mediator of Cardiovascular Disease Risk in Relation to PTSD Severity: Identification of Potential Epigenetic Biomarkers.medRxiv : the preprint server for health sciences · 2026Article
- Emerging opportunities for DNA methylation biomarkers in cattle improvement.The Journal of reproduction and development · 2026Review
- Promoter hypomethylation ofFrontiers in genetics · 2026Article
- Environmental exposures and epigenetic alterations in common chronic diseases: insights and challenges.Environmental epigenetics · 2026Review
- Changes in nuclear and mitochondrial DNA methylation in cow blood associated with age and disease.Epigenetics · 2025Article
- Epigenetics, human imprintome, and chronic diseases.Essays in biochemistry · 2025Review
- DNA methylation and telomere length in 2-5 year olds with intrauterine preeclampsia exposure: a P4 sub-study.Clinical epigenetics · 2025Article
- Gut Microbiota and Ferroptosis in Colorectal Cancer: A Comprehensive Review of Mechanisms and Therapeutic Strategies to Overcome Immune Checkpoint Resistance.Biomolecules · 2025Review
- Article
- Scalable screening of ternary-code DNA methylation dynamics associated with human traits.Cell genomics · 2025Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
19 authors at 5 institutions in 3 countries.
Funding
Abstract
backgroundDNA methylation is thought to be an important determinant of human phenotypic variation, but its inherent cell type specificity has impeded progress on this question. At exceptional genomic regions, interindividual variation in DNA methylation occurs systemically. Like genetic variants, systemic interindividual epigenetic variants are stable, can influence phenotype, and can be assessed in any easily biopsiable DNA sample. We describe an unbiased screen for human genomic regions at which interindividual variation in DNA methylation is not tissue-specific.
resultsFor each of 10 donors from the NIH Genotype-Tissue Expression (GTEx) program, CpG methylation is measured by deep whole-genome bisulfite sequencing of genomic DNA from tissues representing the three germ layer lineages: thyroid (endoderm), heart (mesoderm), and brain (ectoderm). We develop a computational algorithm to identify genomic regions at which interindividual variation in DNA methylation is consistent across all three lineages. This approach identifies 9926 correlated regions of systemic interindividual variation (CoRSIVs). These regions, comprising just 0.1% of the human genome, are inter-correlated over long genomic distances, associated with transposable elements and subtelomeric regions, conserved across diverse human ethnic groups, sensitive to periconceptional environment, and associated with genes implicated in a broad range of human disorders and phenotypes. CoRSIV methylation in one tissue can predict expression of associated genes in other tissues.
conclusionsIn addition to charting a previously unexplored molecular level of human individuality, this atlas of human CoRSIVs provides a resource for future population-based investigations into how interindividual epigenetic variation modulates risk of disease.
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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.