Evidence map›Paper›PMID 41387113›Full record

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.

Yu-Nan Huang, Min-Yu Tsou, Pin-Hung Li, Jo-Ching Chen, Yen-Liang Liu, Gideon Meyerowitz-Katz, Tsung-Hsun Tsai, Pen-Hua Su

Registry-linked trialAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
3citing 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.

NCT07513259 completednot on this map

Pre-Diagnosis GLP-1 Receptor Agonist Use and Post-Cancer Mortality in Adults With Obesity and Type 2 Diabetes: A Target Trial Emulation

TypeobservationalSponsorChung Shan Medical UniversityRan2018 to 2025Enrolled203,424ConditionsObesity & Overweight, Diabetes Mellitus Type 2, Neoplasms
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
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.

Yu-Nan HuangDivision of Genetics and Endocrinology, Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, 402306, Taiwan.ORCID https://orcid.org/0000-0003-1688-1685
Min-Yu TsouCancer Biology and Precision Therapeutics Center, China Medical University, Taichung, 406040, Taiwan.
Pin-Hung LiDivision of Genetics and Endocrinology, Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, 402306, Taiwan.ORCID https://orcid.org/0009-0002-7373-0613
Jo-Ching ChenDivision of Genetics and Endocrinology, Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, 402306, Taiwan.ORCID https://orcid.org/0009-0009-8786-5747
Yen-Liang LiuCancer Biology and Precision Therapeutics Center, China Medical University, Taichung, 406040, Taiwan.ORCID https://orcid.org/0000-0002-1635-4335
Gideon Meyerowitz-KatzSchool of Health and Society, University of Wollongong, Wollongong, 2522, Australia.ORCID https://orcid.org/0000-0002-1156-9345
Tsung-Hsun TsaiDivision of Urology, Department of Surgery, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung, 427213, Taiwan.
Pen-Hua SuDivision of Genetics and Endocrinology, Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, 402306, Taiwan.ORCID https://orcid.org/0000-0003-4174-5036

Funding

Chung Shan Medical University Hospital CSH-2025-A-004 CSH-2025-C-012Chung Shan Medical University Hospital CSH-2025-C-023National Science and Technology Council, Taiwan NSTC112-2636-E-039-001National Science and Technology Council, Taiwan NSTC113-2124-M-039-002National Science and Technology Council, Taiwan NSTC 113-2314-B-040 -026 -MY2
6 · The paper itself

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.

Indexed as

Diabetes Mellitus, Type 2Glucagon-Like Peptide-1 Receptor AgonistsObesityOrgan TransplantationSodium-Glucose Transporter 2 InhibitorsAdultAgedFemaleHumansHypoglycemic AgentsMaleMiddle AgedTreatment OutcomeGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsSodium-Glucose Transporter 2 InhibitorsGLP‐1 receptor agonistsorgan transplantationpre‐transplant optimizationSGLT2 inhibitorstype 2 diabetes

Identifiers

PMID41387113
PMCPMC12931237

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.