ReviewFrontiers in endocrinology2018
Blood-Based DNA Methylation Biomarkers for Type 2 Diabetes: Potential for Clinical Applications.
Review in Frontiers in endocrinology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 50 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
50 citing papers in PubMed, 3 syntheses or guidelines pooled it, 89 citations in OpenAlex.
- DNA methylation of genes involved in lipid metabolism drives adiponectin levels and metabolic disease.Diabetologia · 2026Pooled it
- DNA methylation and type 2 diabetes: a systematic review.Clinical epigenetics · 2024Pooled it
- DNA methylation of blood cells is associated with prevalent type 2 diabetes in a meta-analysis of four European cohorts.Clinical epigenetics · 2021Pooled it
- Blood DNA methylation of EIF5A and TGIF1 is associated with adipose tissue health and metabolic outcomes in obesity: a multi-cohort study.Clinical epigenetics · 2026Article
- Genome-wide DNA methylation signatures in blood associated with pediatric obesity.Clinical epigenetics · 2026Article
- Acute Hyperinsulinemia during Hyperinsulinemic- Euglycemic Clamp Influences DNA Methylation and Gene Expression in Peripheral Blood Cells of Adult Men.Diabetes & metabolism journal · 2026Article
- The Future of Epigenetics: Emerging Technologies and Clinical Applications.ACS pharmacology & translational science · 2026Review
- Associations of rDNA copy numbers and global DNA methylation with myocardial infarction.Frontiers in cardiovascular medicine · 2026Article
- The role of bone in whole-body energy metabolism.Nature reviews. Endocrinology · 2025Review
- The Complex Gene-Carbohydrate Interaction in Type 2 Diabetes: Between Current Knowledge and Future Perspectives.Nutrients · 2025Review
- Blood-Based DNA Methylation Biomarkers to Identify Risk and Progression of Cardiovascular Disease.International journal of molecular sciences · 2025Review
- Longitudinal association between DNA methylation and type 2 diabetes: findings from the KORA F4/FF4 study.Cardiovascular diabetology · 2025Article
- Type-2 diabetes epigenetic biomarkers: present status and future directions for global and Indigenous health.Frontiers in molecular biosciences · 2025Review
- Distinct bone metabolic networks identified inFrontiers in medicine · 2025Article
- Stability of Blood DNA Methylation Across Two Timepoints in Three Cohorts.Biomedicines · 2024Article
- Association of methylation risk score with incident type 2 diabetes mellitus: A nested case-control study.Journal of diabetes · 2024Article
- Genetics and epigenetics of diabetes and its complications in India.Human genetics · 2024Review
- MiR-29b modulates DNA methylation in promoter region of miR-130b in mouse model of Diabetic nephropathy.Journal of diabetes and metabolic disorders · 2023Article
- The inverse association between DNA gaps and HbA1c levels in type 2 diabetes mellitus.Scientific reports · 2023Article
- Degradation of methylation signals in cryopreserved DNA.Clinical epigenetics · 2023Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Type 2 diabetes (T2D) is a leading cause of death and disability worldwide. It is a chronic metabolic disorder that develops due to an interplay of genetic, lifestyle, and environmental factors. The biological onset of the disease occurs long before clinical symptoms develop, thus the search for early diagnostic and prognostic biomarkers, which could facilitate intervention strategies to prevent or delay disease progression, has increased considerably in recent years. Epigenetic modifications represent important links between genetic, environmental and lifestyle cues and increasing evidence implicate altered epigenetic marks such as DNA methylation, the most characterized and widely studied epigenetic mechanism, in the pathogenesis of T2D. This review provides an update of the current status of DNA methylation as a biomarker for T2D. Four databases, Scopus, Pubmed, Cochrane Central, and Google Scholar were searched for studies investigating DNA methylation in blood. Thirty-seven studies were identified, and are summarized with respect to population characteristics, biological source, and method of DNA methylation quantification (global, candidate gene or genome-wide). We highlight that differential methylation of the
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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.