Evidence map›Paper›PMID 41292646›Full record

ArticlemedRxiv : the preprint server for health sciences2025

GLP-1 Receptor Agonists and Acute Diabetes Complications in Adults with Type 1 Diabetes: A Target Trial Emulation.

Hao Dai, Yao An Lee, Rotana Radwan, Amy J Sheer, Tamara S Hannon, Matthew R Hayes, Ramon C Sun, Jiang Bian, Jingchuan Guo

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Hao DaiDepartment of Biostatistics & Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Yao An LeeDepartment of Pharmaceutical Outcomes and Policy, University of Florida, College of Pharmacy, Gainesville, FL, USA.
Rotana RadwanDepartment of Pharmaceutical Outcomes and Policy, University of Florida, College of Pharmacy, Gainesville, FL, USA.
Amy J SheerDepartment of Medicine, University of Florida College of Medicine, Gainesville, FL, USA.
Tamara S HannonDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Matthew R HayesDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Ramon C SunDepartment of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, USA.
Jiang BianDepartment of Biostatistics & Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Jingchuan GuoDepartment of Pharmaceutical Outcomes and Policy, University of Florida, College of Pharmacy, Gainesville, FL, USA.

Funding

Supplement of NIDDK R01 newer GLDs and Clinical OutcomesR01DK133465 · NIDDK · UNIVERSITY OF FLORIDA · PI GUO, JINGCHUAN, SHAO, HUI · 2022 to 2025
$2.8M
NIDDK NIH HHS R01 DK133465
6 · The paper itself

Abstract

Background: To evaluate the association between Glucagon-like peptide-1 receptor agonists (GLP-1RA) use and the risk of acute diabetes complications among adults with type 1 diabetes (T1D) who were eligible for anti-obesity medication (AOM) treatment. Methods: We employed a target trial emulation using EHR data from the OneFlorida+ network (2014-2024) to investigate the association between GLP-1RA initiation and acute diabetes complications among adults with T1D. Eligible participants were adults with a diagnosis of T1D and who met clinical criteria for AOM treatment. GLP-1RA initiators were 1:1 matched to non-initiators using time-conditional propensity scores. The primary outcome was the occurrence of diabetic ketoacidosis (DKA). Secondary outcomes included severe hypoglycemia, all-cause hospitalizations, and emergency department (ED) visits. Cox proportional hazards models were utilized to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). We applied a causal learning approach to explore heterogeneous treatment effects. Findings: The matched cohort included 651 GLP-1RA users and 651 non-users. For GLP-1RA users and non-users, the incidence rates were 13.5 vs. 21.8 per 1,000 person-years for DKA. Compared to non-users, GLP-1RA use was not significantly associated with incidence of DKA (HR 0.62 [95%CI 0.33-1.17]) or severe hypoglycemia (HR 0.52 [95%CI 0.17-1.55]); notably, GLP-1RA use was significantly associated with fewer hospitalizations (HR 0.74 [95%CI 0.62-0.90]) and ED visits (HR 0.73 [95%CI 0.57-0.92]). Interpretation: Among adults with T1D and obesity, GLP-1RA use was not associated with an increased risk of DKA or severe hypoglycemia but was linked to fewer ED visits and hospitalizations. Funding: The study was supported by National Institute of Diabetes and Digestive and Kidney Diseases (NIH/NIDDK)

Identifiers

PMID41292646
PMCPMC12642713

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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.