Evidence map›Paper›PMID 41604151›Full record

ArticleJAMA network open2026

Glucagon-Like Peptide-1 Receptor Agonists and Prior Major Adverse Limb Events in Patients With Diabetes.

Fu-Chih Hsiao, Tzyy-Jer Hsu, Yu-Jui Hsieh, Ying-Chang Tung, Dong-Yi Chen, Chia-Pin Lin, Shao-Wei Chen, Pao-Hsien Chu

Abstract read
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
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.

Fu-Chih HsiaoThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.
Tzyy-Jer HsuThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.
Yu-Jui HsiehThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.
Ying-Chang TungThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.
Dong-Yi ChenThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.
Chia-Pin LinThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.
Shao-Wei ChenDivision of Thoracic and Cardiovascular Surgery, Department of Surgery, Chang Gung Memorial Hospital, Linkou Medical Center, Chang Gung University, Taoyuan City, Taiwan.
Pao-Hsien ChuThe Cardiovascular Department, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Patients with diabetes and a history of major adverse limb events (MALEs) are at an increased risk of cardiovascular and limb-related complications; however, effective glucose-lowering therapies for secondary prevention in this population are limited. Objective: To evaluate whether glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are associated with reduced risk of MALEs and major adverse cardiovascular events (MACE) compared with dipeptidyl peptidase-4 (DPP-4) inhibitors in patients with diabetes and prior MALEs. Design, Setting, and Participants: This retrospective, nationwide cohort study used data from the Taiwan National Health Insurance Research Database from October 2012 to December 2023. Patients with diabetes and a history of MALE who initiated GLP-1 RAs or DPP-4 inhibitors were included. MALEs were defined as chronic limb-threatening ischemia, lower limb revascularization, or nontraumatic minor and major amputation. Exposures: Initiation of GLP-1 RAs (liraglutide, dulaglutide, or semaglutide) vs DPP-4 inhibitors. Main Outcomes and Measures: The primary outcome was a composite of lower limb revascularization and nontraumatic major and minor amputation. The secondary outcomes were MACEs (cardiovascular death, ischemic stroke, and myocardial infarction), all-cause mortality, and progression to long-term dialysis. A new-user, active-comparator design with inverse probability of treatment weighting was employed. Results: Among 17 288 patients (mean [SD] age, 70.7 [12.0] years; 10 010 male [57.9%]), 1583 initiated GLP-1 RAs and 15 705 initiated DPP-4 inhibitors. After weighting, the use of GLP-1 RAs was associated with a lower risk of MALEs (subdistribution hazard ratio [SHR], 0.90; 95% CI, 0.83-0.97), primarily due to a marked reduction in amputation (SHR, 0.86; 95% CI, 0.75-0.98). GLP-1 RAs were also associated with reduced risks of MACEs (HR, 0.62; 95% CI, 0.58-0.65), cardiovascular death (HR, 0.57; 95% CI, 0.53-0.61), all-cause mortality (HR 0.63; 95% CI, 0.60-0.66), and progression to dialysis (SHR, 0.61; 95% CI, 0.54-0.70). Conclusions and Relevance: In this nationwide cohort study of patients with diabetes and prior MALEs, treatment with GLP-1 RAs was associated with significantly lower risks of recurrent limb events, cardiovascular events, all-cause mortality, and kidney disease progression compared with DPP-4 inhibitors. These findings support the preferential use of GLP-1 RAs for secondary prevention in this high-risk population.

Indexed as

Diabetes Mellitus, Type 2Dipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsAgedAmputation, SurgicalCardiovascular DiseasesFemaleHumansMaleMiddle AgedRetrospective StudiesSemaglutideTaiwanDipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsSemaglutide

Identifiers

PMID41604151
PMCPMC12853205

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Texttitle and abstract
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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.