Evidence map›Paper›PMID 41767434›Full record

ReviewJournal of diabetes and metabolic disorders2026

Epigenetic regulation in type II diabetes: linking molecular mechanisms to clinical management.

Maryam Chaudhry, Said Sif

Abstract readReview
In one paragraph

Review in Journal of diabetes and metabolic disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Maryam ChaudhryCollege of Medicine, Qatar University, Doha, Qatar.
Said SifDepartment of Biological and Environmental Sciences, Qatar University, Doha, Qatar.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type II diabetes mellitus (T2DM) is a multidimensional metabolic disorder driven by insulin resistance, chronic inflammation and β-cell dysfunction. Emerging evidence shows that epigenetic mechanisms i.e., DNA methylation, histone acetylation and noncoding RNAs, form a key nexus between genetic predisposition and environmental factors including diet, oxidative stress and obesity. These inheritable yet reversible modifications shape transcriptional control of key genes involved in inflammatory signalling, glucose metabolism and insulin secretion. Altered methylation of PDX1 and GLP-1R genes, overexpression of histone deacetylases, impairment of miRNA expression (e.g., miR-21, miR-146a) and lncRNAs (e.g., MALAT) cumulatively impair insulin sensitivity and β-cell identity. In addition, transgenerational epigenetic inheritance reveals how parental nutrition choices and metabolic status can predispose offspring to metabolic memory of T2DM risk. Emerging evidence highlights the promise of targeting epigenetic modifiers e.g., DNMT, HDAC inhibitors and miRNA-based strategies to reverse the abnormalities and regain normal gene expression and metabolic balance. Complementarily, the Wnt/ β-catenin and GLP-1 signalling pathways are key interfaces of epigenetic modulation of β-cell function. Understanding these mechanisms is a gateway for precision medicine that goes beyond glycaemic control in the direction of disease modification and prevention. Integrating epigenetic profiling into clinical management can redefine patients care therapies covering both molecular and heritable dimensions of T2DM.

Identifiers

PMID41767434
PMCPMC12936327

What OpenQuestion holds

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Registered trials

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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.