Evidence map›Paper›PMID 40995094›Full record

ArticleFrontiers in medicine2025

Comparative efficacy and safety of antidiabetic agents for post-transplant diabetes mellitus: a network meta-analysis.

Shanbiao Hu, Gongbin Lan

Abstract read
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Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Shanbiao HuDepartment of Kidney Transplantation, The Second Xiangya Hospital of Central South University, Changsha, China.
Gongbin LanDepartment of Kidney Transplantation, The Second Xiangya Hospital of Central South University, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Post-transplant diabetes mellitus (PTDM) significantly compromises patient and graft outcomes. Although multiple antidiabetic agents are available, their comparative efficacy and safety profiles in this population remain uncertain. Methods: A systematic literature search was performed across PubMed, Web of Science, Embase, and Cochrane Library to identify clinical trials comparing antidiabetic therapies in PTDM patients. Risk of bias was assessed, and a network meta-analysis was conducted to estimate relative treatment effects. Treatment ranking probabilities, contribution plots, and funnel plots were used to evaluate hierarchy, study influence, and publication bias, respectively. Results: Twelve studies-including 10 randomized controlled trials (RCTs) and 2 cohort studies-encompassing 7,372 patients were analyzed. The network meta-analysis evaluated four outcomes: HbA1c, fasting plasma glucose (FPG), systolic blood pressure (SBP), and composite major adverse cardiovascular and kidney events (MACE and MAKE). Compared to placebo, insulin produced the greatest reductions in HbA1c (mean difference [MD] - 0.35, 95% CI - 0.90 to 0.20) and FPG (MD - 9.06 mmol/L, 95% CI - 18.66 to 0.53). DPP-4 inhibitors showed the most pronounced decrease in SBP (MD - 3.57 mmHg, 95% CI - 7.29 to 0.16). SGLT2 inhibitors (SGLT2i) demonstrated the strongest tendency to reduce MACE and MAKE events (MD - 1.95, 95% CI - 4.85 to 0.96). SUCRA plots indicated that insulin and SGLT2i ranked highest in glycemic control and safety profiles. Funnel plot analysis suggested a low risk of publication bias. Conclusion: Insulin and SGLT2i represent the most efficacious and safest options among antidiabetic treatments for PTDM, supporting their preferential consideration in post-transplant diabetes management. Further large-scale, head-to-head trials are warranted to strengthen these findings.

Indexed as

antidiabetic agentsinsulinnetwork meta-analysisnew-onset diabetes after transplantationSGLT2i

Identifiers

PMID40995094
PMCPMC12454430

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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.