ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Effectiveness of Pre-Transplant Dual GLP-1 Receptor Agonist and SGLT2 Inhibitor Therapy on All-Cause Mortality in Organ Transplantation Candidates with Obesity and Type 2 Diabetes: a Target-Trial Emulation.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07513259 (Pre-Diagnosis GLP-1 Receptor Agonist Use and Post-Cancer Mortality in Adults With Obesity and Type 2 Diabetes), which is not on this map. Cited by 3 papers.
What it found
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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.
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.
Pre-Diagnosis GLP-1 Receptor Agonist Use and Post-Cancer Mortality in Adults With Obesity and Type 2 Diabetes: A Target Trial Emulation
Who cites it
3 citing papers in PubMed.
- GLP-1 receptor agonists at immune checkpoint inhibitor initiation with immune-related and supportive-care outcomes in patients with cancer and overweight or obesity without diabetes: a target trial emulation.Cancer immunology, immunotherapy : CII · 2026Article
- Associations of Semaglutide With Skeletal Outcomes in People With Obesity, With and Without Type 2 Diabetes: A Target Trial Emulation.Diabetes, obesity & metabolism · 2026Article
- Comparative 24-month cardiovascular outcomes and biomarker trajectories with semaglutide, empagliflozin, and sitagliptin in people with obesity and type 2 diabetes: a multicenter real-world study.Therapeutic advances in endocrinology and metabolism · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
Evidence on pre-transplant metabolic therapy remains limited. We evaluated whether concurrent glucagon-like peptide-1 receptor agonist (GLP-1 RA) plus sodium-glucose cotransporter 2 inhibitor (SGLT2i) use before solid-organ transplantation was associated with post-transplant outcomes in adults with obesity and type 2 diabetes. A target trial is emulated using de-identified electronic health records from TriNetX US. Dual therapy is compared with GLP-1 RA, SGLT2i, and usual care using 1:1 propensity-score matching. The primary outcome is all-cause mortality at 12 months; kidney graft failure, rejection, complications, and infections are secondary. Sensitivity analyses included the global network, landmark, extensions at 24 and 36 months. Three matched cohorts are constructed, dual versus GLP-1 RA (n = 4718 pairs), dual versus SGLT2i (n = 4282), and dual versus usual care (n = 3787). At 12 months, dual therapy is associated with lower mortality versus GLP-1 RA (hazard ratio [HR] 0.69, 95% confidence interval [CI] 0.57-0.85), SGLT2i (0.59, 0.48-0.72), and usual care (0.52, 0.43-0.64). Infection endpoints are neutral or lower. Estimates are consistent across sensitivity analyses. In transplant candidates with obesity and type 2 diabetes, pre-transplant GLP-1 RA+SGLT2i use is associated with lower mortality than monotherapy or usual care. Prospective evaluation is warranted.
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Registered trials
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