Evidence mapPaperPMID 42130741Full record

ReviewFrontiers in endocrinology2026

Post-transplant diabetes mellitus after kidney transplantation: pathogenesis, risk factors, and management strategies.

Jianhua Long, Jiyu Zhao, Xianen Gu, Chunlei Huang

Abstract readReview
In one paragraph

Review in Frontiers in endocrinology, 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

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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

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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

4 authors.

Jianhua LongDepartment of Urology, Chunlei Huang Chuiyangliu Hospital Affiliated to Tsinghua University, Beijing, China.
Jiyu ZhaoDepartment of Urology, Chunlei Huang Chuiyangliu Hospital Affiliated to Tsinghua University, Beijing, China.
Xianen GuDepartment of Urology, Chunlei Huang Chuiyangliu Hospital Affiliated to Tsinghua University, Beijing, China.
Chunlei HuangDepartment of Urology, Chunlei Huang Chuiyangliu Hospital Affiliated to Tsinghua University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Post-transplant diabetes mellitus (PTDM) affects 7-39% of kidney transplant recipients and substantially worsens cardiovascular, infectious, and allograft outcomes. Although PTDM shares core pathophysiological features with type 2 diabetes-peripheral insulin resistance and impaired β-cell secretion-its etiology is fundamentally shaped by immunosuppressive therapy. Calcineurin inhibitors suppress insulin gene transcription via NFAT inhibition and exacerbate lipotoxicity; corticosteroids drive hepatic gluconeogenesis and impair GLUT4-mediated glucose uptake; and mTOR inhibitors reduce β-cell mass through mTORC1-dependent mechanisms. Chronic NF-κB/JNK-driven inflammation further amplifies insulin resistance and promotes β-cell apoptosis. Beyond these established mechanisms, we propose a unifying "gut-immune-metabolic axis" in which immunosuppression-induced gut microbiota dysbiosis-characterized by depletion of short-chain fatty acid-producing taxa (Roseburia, Faecalibacterium prausnitzii) and Akkermansia muciniphila-drives intestinal barrier dysfunction, endotoxemia, impaired FXR/TGR5-mediated GLP-1 secretion, and TMAO-associated metabolic inflammation, collectively perpetuating glucose dysregulation. Risk stratification integrates non-modifiable factors (advanced age, African American/Hispanic/South Asian ethnicity, TCF7L2 polymorphisms, autosomal dominant polycystic kidney disease) with modifiable determinants (pre-transplant dysglycemia, obesity, hypomagnesemia, hepatitis C and cytomegalovirus infections, acute rejection, and diuretic use). Diagnosis requires OGTT-centered assessment per the 2024 International Consensus guidelines, with cautious interpretation of HbA1c during the early post-transplant period. Management encompasses personalized immunosuppression (corticosteroid minimization, tacrolimus trough levels <10 ng/mL, and belatacept-based regimens in high-risk patients), structured lifestyle interventions, and emerging pharmacotherapies-particularly SGLT2 inhibitors and GLP-1 receptor agonists-which offer cardiometabolic benefits beyond glycemic control. Microbiome-targeted strategies, including prebiotics, probiotics, and fecal microbiota transplantation, represent a conceptually compelling frontier warranting prospective investigation. This framework reframes PTDM as a multi-hit, immunometabolic syndrome and provides a translational roadmap toward precision prevention and improved long-term transplant outcomes.

Indexed as

Diabetes MellitusDiabetes Mellitus, Type 2Kidney TransplantationPostoperative ComplicationsAnimalsHumansRisk FactorsGLP-1 receptor agonistsgut–immune–metabolic axisgut microbiota dysbiosiskidney transplantationpost-transplant diabetes mellitusSGLT2 inhibitors

Identifiers

PMID42130741
PMCPMC13167200

What Socratic 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 Socratic graph.