GLP-1 Receptor Agonists and Acute Diabetes Complications in Adults with Type 1 Diabetes: A Target Trial Emulation
DAI, H.; Lee, Y. A.; Radwan, R.; Sheer, A.; Hannon, T. S.; Hayes, M. R.; Sun, R. C.; Bian, J.; Guo, J.
Show abstract
BackgroundTo 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. MethodsWe 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. FindingsThe 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]). InterpretationAmong 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. FundingThe study was supported by National Institute of Diabetes and Digestive and Kidney Diseases (NIH/NIDDK) R01DK133465.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Use of semaglutide and risk of non-arteritic anterior ischemic optic neuropathy: A Danish-Norwegian cohort study 96%
- Treatment outcomes with oral anti-hyperglycaemic therapies in people with diabetes secondary to a pancreatic condition (type 3c diabetes): A population-based cohort study 94%
- A Microbiome-targeting Fiber-enriched Nutritional Formula is Well Tolerated and Improves Quality of Life and Hemoglobin A1c in Type 2 Diabetes: A Double-Blind, Randomized, Placebo-Controlled Trial 93%
Similar papers in this journal
- Use of evidence-based cardiovascular preventive therapies in type 2 diabetes patients with established or high risk of atherosclerotic cardiovascular disease in China: A retrospective cohort study 93%
- Longitudinal Associations Between MicroRNAs and Weight in the Diabetes Prevention Program 90%
- Patterns and Predictors of Weight Loss with Exenatide Treatment in Overweight and Obese Women 90%
Similar papers in this journal
- Prediabetes as a risk factor for all-cause and cause-specific mortality: a prospective analysis of 115,919 adults without diabetes in Mexico City 93%
- Biomarkers of insulin resistance and their performance as predictors of treatment response in adults with risk factors for type 2 diabetes 92%
- Prevalence trends of diabetes subgroups in US: A data-driven analysis spanning three decades from NHANES (1988-2018) 91%
Similar papers in this journal
- Tirzepatide for Lipodystrophy 93%
- DPP4 inhibitors and respiratory infection, a systematic review and meta-analysis of the CardioVascular Outcomes Trials conducted before the pandemic and implications for the management of diabetes during COVID-19 92%
- Poor in-utero growth, reduced beta cell secretion and high plasma glucose in childhood are harbingers of glucose intolerance in young Indians 91%
Similar papers in this journal
- Predictive value of circulating NMR metabolic biomarkers for type 2 diabetes risk in the UK Biobank study 93%
- Maternal smoking during pregnancy and type 1 diabetes in the offspring: A nationwide register-based study with family-based designs 91%
- The Incidence of Immune Mediated Inflammatory Diseases Following COVID-19: a Matched Cohort Study in UK Primary Care 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.