ArticleNature2013
Charting a dynamic DNA methylation landscape of the human genome.
Article in Nature, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 802 papers, 5 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
802 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Meta-analysis of DNA methylation aging signatures in 17 human tissues.Nature aging · 2026Pooled it
- DNA methylation signatures of bilateral hippocampal volume, asymmetry and atrophy: a cross-omics analysis in the general population.EBioMedicine · 2026Pooled it
- DNA methylation and histone modifications associated with antipsychotic treatment: a systematic review.Molecular psychiatry · 2025Pooled it
- Disease classification for whole-blood DNA methylation: Meta-analysis, missing values imputation, and XAI.GigaScience · 2022Pooled it
- Perinatal stress and methylation of theEpigenetics · 2022Pooled it
- Multiplexed single-cell reduced representation bisulfite sequencing for genome-wide DNA methylation profiling.Nature protocols · 2026Review
- Exploring the Role of DNA Methylation in the Epigenetic Landscape of Cancer.Biochemical genetics · 2026Review
- Epigenetic regulation and chromatin organization in cystic fibrosis airways.Journal of cystic fibrosis : official journal of the European Cystic Fibrosis Society · 2026Review
- Epigenetic activation of NK-cell effector programs and caspase-8-dependent apoptosis mediates the antitumor activity of LGP in NSCLC.Journal of ginseng research · 2026Article
- Blood DNA methylation profile is altered in severe bronchiectasis.ERJ open research · 2026Article
- Genome-Wide Assessment of DNA Methylation Fidelity Identifies Representative Ovarian Cancer Cell Line Models.Journal of cellular and molecular medicine · 2026Article
- Germline hypomethylation shapes dynamic CpG reservoirs in ape genomes.bioRxiv : the preprint server for biology · 2026Article
- Epigenetic Regulation in Acute Myeloid Leukemia: Molecular Mechanisms and Clinical Implications.Cancers · 2026Review
- Single-cell profiling of DNA methylation in autism spectrum disorder prefrontal cortex reveals distinct regulatory and aging signatures.Cell genomics · 2026Article
- A systematic benchmarking framework and dual-view optimization strategy for single-cell DNA methylation imputation.Briefings in bioinformatics · 2026Article
- Longitudinal changes in DNA methylation in IDH-mutant glioma fuel disease progression through altered cell state differentiation.Nature genetics · 2026Article
- Cardiac epigenome in heart development and disease.Nature reviews. Cardiology · 2026Review
- DNA Methylation Dynamics in Development and Disease: Insights from Zebrafish Models.Biomedicines · 2026Review
- Article
- Hijacked epigenomes: how bacterial effectors rewrite host gene expression.Archives of microbiology · 2026Review
742 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
12 authors.
Funding
Abstract
DNA methylation is a defining feature of mammalian cellular identity and is essential for normal development. Most cell types, except germ cells and pre-implantation embryos, display relatively stable DNA methylation patterns, with 70-80% of all CpGs being methylated. Despite recent advances, we still have a limited understanding of when, where and how many CpGs participate in genomic regulation. Here we report the in-depth analysis of 42 whole-genome bisulphite sequencing data sets across 30 diverse human cell and tissue types. We observe dynamic regulation for only 21.8% of autosomal CpGs within a normal developmental context, most of which are distal to transcription start sites. These dynamic CpGs co-localize with gene regulatory elements, particularly enhancers and transcription-factor-binding sites, which allow identification of key lineage-specific regulators. In addition, differentially methylated regions (DMRs) often contain single nucleotide polymorphisms associated with cell-type-related diseases as determined by genome-wide association studies. The results also highlight the general inefficiency of whole-genome bisulphite sequencing, as 70-80% of the sequencing reads across these data sets provided little or no relevant information about CpG methylation. To demonstrate further the utility of our DMR set, we use it to classify unknown samples and identify representative signature regions that recapitulate major DNA methylation dynamics. In summary, although in theory every CpG can change its methylation state, our results suggest that only a fraction does so as part of coordinated regulatory programs. Therefore, our selected DMRs can serve as a starting point to guide new, more effective reduced representation approaches to capture the most informative fraction of CpGs, as well as further pinpoint putative regulatory elements.
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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.