Evidence mapPaperPMID 42223623Full record

ReviewActa diabetologica2026

Converging TCF7L2 and CDKAL1 pathways in the pathogenesis of type 2 diabetes mellitus.

Meena S Farman, Maryam I Salman, Omar M Hasan

Abstract readReview
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In one paragraph

Review in Acta diabetologica, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Meena S FarmanDepartment of Biology, College of Science, University of Anbar, Ramadi, Iraq.
Maryam I SalmanDepartment of Biology, College of Science, University of Anbar, Ramadi, Iraq.
Omar M HasanDepartment of Biology, College of Science, University of Anbar, Ramadi, Iraq. sc.omerhasan@uoanbar.edu.iq.ORCID http://orcid.org/0000-0002-2026-8114

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 2 diabetes mellitus develops when insulin resistance raises insulin demand and pancreatic beta cells fail to sustain insulin supply. Genome-wide association studies support a polygenic architecture and enrich for loci that affect beta cell stimulus secretion coupling and secretory stress responses. Polygenic risk scores summarize liability across many variants and guide genetic stratification in cohort studies. This review uses TCF7L2 and CDKAL1 as two mechanistically interpretable loci to connect inherited variation to measurable physiology. TCF7L2 risk alleles reduce incretin potentiation of insulin secretion after oral nutrient exposure, which blunts early postprandial insulin release. CDKAL1 risk alleles impair the ms2 modification of t6A37 at position 37 of tRNALys(UUU), which increases proinsulin mistranslation and raises endoplasmic reticulum stress in beta cells. These defects converge during repeated postprandial cycles that require rapid insulin synthesis and secretion. Reduced incretin signaling prolongs glycemic excursions and increases secretory workload, which intensifies folding stress when translation quality control is limited. The model predicts earlier postprandial dysglycemia under obesity or aging related insulin resistance and faster loss of beta cell reserve when both pathways constrain supply. The framework supports mechanistic phenotyping and pharmacogenetic testing within a broader polygenic risk setting.

Indexed as

CDKAL1Genetic susceptibilityGenome-wide association studies (GWAS)Incretin effectInsulin resistanceTCF7L2Type 2 diabetes mellitusβ-cell dysfunction

Identifiers

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.