Evidence mapPaperPMID 42278331Full record

ReviewInternational journal of molecular sciences2026

Metabolic Memory-Mediated Epigenetic Regulation of EMT in Diabetic Kidney Disease: Mechanisms and Therapeutic Implications.

Xinning Ran, Yidan Xu, Ruonan Liang, Yuqi Duan, Wanying Jia, Yuhong Bian, Chenduo Li, Mingxing Zhang

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 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

8 authors.

Xinning RanSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Yidan XuSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Ruonan LiangSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Yuqi DuanSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Wanying JiaSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Yuhong BianSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Chenduo LiSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.
Mingxing ZhangSchool of Integrative Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China.

Funding

the Special Project for Technological Innovation in New Productivie Forces of Modern Chinese Medicines No. 24ZXZKSY00020Tianjin Key Research Project in Traditional Chinese Medicine No. 2025001
6 · The paper itself

Abstract

Diabetic kidney disease (DKD) is a leading cause of end-stage renal disease, with renal fibrosis as its core pathological hallmark. A central driver of this fibrosis is epithelial-mesenchymal transition (EMT), during which renal tubular epithelial cells transform into matrix-producing myofibroblasts. Endothelial-mesenchymal transition (EndMT) has also emerged as a critical contributor, and together with EMT, accounts for the progressive accumulation of myofibroblasts and extracellular matrix. A major clinical challenge in halting DKD progression is "metabolic memory", a phenomenon whereby renal injury persists and EMT/EndMT remain activated even after glycemic control is achieved. The molecular basis underlying this sustained activation remains incompletely understood. Emerging evidence indicates that metabolic memory is largely mediated by epigenetic mechanisms, including histone modifications, DNA methylation, and non-coding RNA dysregulation. These stable epigenetic imprints maintain the persistent activation of key pro-fibrotic signaling pathways, especially TGF-β, thereby continuously driving EMT, EndMT, and excessive extracellular matrix deposition. Although targeting epigenetic regulators has shown promising anti-fibrotic effects, a systematic review that integrates how metabolic memory orchestrates both EMT and EndMT through a multi-layered epigenetic network remains lacking. This review comprehensively summarizes the epigenetic mechanisms by which metabolic memory sustains EMT and EndMT in DKD, highlights key therapeutic targets, and discusses their translational and clinical implications.

Indexed as

Diabetic NephropathiesEpigenesis, GeneticEpithelial-Mesenchymal TransitionAnimalsDNA MethylationEndothelial-Mesenchymal TransitionHumansSignal TransductionTransforming Growth Factor betaTransforming Growth Factor betaDKDendothelial–mesenchymal transitionepigenetic mechanismepithelial–mesenchymal transitionmetabolic memoryrenal fibrosistreatment strategies

Identifiers

PMID42278331
PMCPMC13256992

What Socratic holds

Textmetadata
LicenceCC BY
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.