ArticleHuman molecular genetics2012
Genome-wide survey reveals predisposing diabetes type 2-related DNA methylation variations in human peripheral blood.
Article in Human molecular genetics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02211651 (Maternal Adipose Tissue and Placental Dysfunction Programs the Fetus for Type 2 Diabetes), which is not on this map. Cited by 185 papers, 7 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.
Maternal Adipose Tissue and Placental Dysfunction Programs the Fetus for Type 2 Diabetes (PlacentA-DM)
Who cites it
185 citing papers in PubMed, 7 syntheses or guidelines pooled it, 356 citations in OpenAlex.
- Epigenome-wide association study meta-analysis of wellbeing.Clinical epigenetics · 2026Pooled it
- DNA methylation and type 2 diabetes: a systematic review.Clinical epigenetics · 2024Pooled it
- Pooled it
- Adipose Tissue Epigenetic Profile in Obesity-Related Dysglycemia - A Systematic Review.Frontiers in endocrinology · 2021Pooled it
- Pooled it
- Genome-wide physical activity interactions in adiposity - A meta-analysis of 200,452 adults.PLoS genetics · 2017Pooled it
- Pooled it
- Genome-wide DNA methylation analysis of human peripheral blood reveals susceptibility loci of diabetes-related hearing loss.Journal of human genetics · 2018Trial
- Epigenomic profiling reveals an association between persistence of DNA methylation and metabolic memory in the DCCT/EDIC type 1 diabetes cohort.Proceedings of the National Academy of Sciences of the United States of America · 2016Trial
- Associations of the FTO rs9939609 and the MC4R rs17782313 polymorphisms with type 2 diabetes are modulated by diet, being higher when adherence to the Mediterranean diet pattern is low.Cardiovascular diabetology · 2012Trial
- Differential DNA methylation in purified human blood cells: implications for cell lineage and studies on disease susceptibility.PloS one · 2012Trial
- Pharmaco-Epigenetics and Epigenetic Drugs in Type 2 Diabetes: Can Epigenetics Predict Drug Efficiency?Biomedicines · 2025Review
- Established and Emerging Roles of Epigenetic Regulation in Diabetic Cardiomyopathy.Diabetes/metabolism research and reviews · 2025Review
- Personalized medicine for cardiovascular diseases: how next generation epigenetic technologies can contribute?Epigenomics · 2025Review
- Comprehending the Epidemiology and Aetiology of Childhood Obesity: Integrating Life Course Approaches for Prevention and Intervention.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Review
- The impact of site-specific DNA methylation inHeliyon · 2024Article
- Fatty acids and epigenetics in health and diseases.Food science and biotechnology · 2024Review
- Article
- Deciphering the complex interplay of risk factors in type 2 diabetes mellitus: A comprehensive review.Metabolism open · 2024Review
- Association of methylation risk score with incident type 2 diabetes mellitus: A nested case-control study.Journal of diabetes · 2024Article
125 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
11 authors at 4 institutions in 1 country.
Funding
Abstract
Inter-individual DNA methylation variations were frequently hypothesized to alter individual susceptibility to Type 2 Diabetes Mellitus (T2DM). Sequence-influenced methylations were described in T2DM-associated genomic regions, but evidence for direct, sequence-independent association with disease risk is missing. Here, we explore disease-contributing DNA methylation through a stepwise study design: first, a pool-based, genome-scale screen among 1169 case and control individuals revealed an excess of differentially methylated sites in genomic regions that were previously associated with T2DM through genetic studies. Next, in-depth analyses were performed at selected top-ranking regions. A CpG site in the first intron of the FTO gene showed small (3.35%) but significant (P = 0.000021) hypomethylation of cases relative to controls. The effect was independent of the sequence polymorphism in the region and persists among individuals carrying the sequence-risk alleles. The odds of belonging to the T2DM group increased by 6.1% for every 1% decrease in methylation (OR = 1.061, 95% CI: 1.032-1.090), the odds ratio for decrease of 1 standard deviation of methylation (adjusted to gender) was 1.5856 (95% CI: 1.2824-1.9606) and the sensitivity (area under the curve = 0.638, 95% CI: 0.586-0.690; males = 0.675, females = 0.609) was better than that of the strongest known sequence variant. Furthermore, a prospective study in an independent population cohort revealed significant hypomethylation of young individuals that later progressed to T2DM, relative to the individuals who stayed healthy. Further genomic analysis revealed co-localization with gene enhancers and with binding sites for methylation-sensitive transcriptional regulators. The data showed that low methylation level at the analyzed sites is an early marker of T2DM and suggests a novel mechanism by which early-onset, inter-individual methylation variation at isolated non-promoter genomic sites predisposes to T2DM.
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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.