Multisystem Outcomes of GLP-1 Receptor Agonists Versus Active Comparators in Type 2 Diabetes: A Multicenter Target Trial Emulation

Background: Multisystem effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) beyond cardiometabolic outcomes are incompletely characterized against active comparators in type 2 diabetes (T2D). We compared GLP-1RA with sulfonylureas (SUs), sodium-glucose cotransporter-2 inhibitors (SGLT2is), and dipeptidyl peptidase-4 inhibitors (DPP4is) in adults with T2D. Method: In a multicenter target trial emulation across 5 University of California academic medical centers (2012-2025) using harmonized electronic health record data, adults with T2D newly initiating GLP-1RA, SU, SGLT2i, or DPP4i were propensity score-matched 1-to-1 within site via least absolute shrinkage and selection operator (>11 000 covariates), with up to 5-year follow-up. We screened 181 prespecified incident outcomes across 15 body systems, pooling hazard ratios by random-effects meta-analysis. Robustness required leave-one-medical-center-out stability, E -value ≥1.5, and false discovery rate–adjusted P < .10. Results: Among 70 982 matched adults, 118 robust associations were identified (65 for reduced risk and 53 for increased risk). Risk reductions were most consistent for cardiovascular outcomes, including myocarditis/cardiomyopathy (summary hazard ratio, 0.38 [95% CI, 0.32-0.44] vs SGLT2i), acute myocardial infarction (0.53 [0.42-0.66]), heart failure (0.71 [0.58-0.88] vs DPP4i), and thromboembolism (0.69-0.72), and for nephritis/nephrosis (0.73 [0.67-0.79]), nutritional anemia (0.70-0.81), coagulation disorders (0.73-0.81), and tobacco-related disorders (0.60 [0.49-0.74]). Risk increases were found for musculoskeletal conditions (22 associations); osteoarthritis 1.48 (1.29-1.68), stress fractures 1.68 (1.15-2.47), diverticular disease (1.18-1.33), sleep-wake disorders (1.27-1.54), and menopausal disorders (1.32-1.52). Conclusions: Glucagon-like peptide-1 receptor agonist initiation was associated with reduced cardiovascular, renal, hematologic, and tobacco-related risk, consistent with outcome trials. Increased risks for musculoskeletal, gastrointestinal, and sleep-wake disorders warrant monitoring as the clinical use of GLP-1RAs continues to expand.

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Journal
Journal of Diabetes Science and Technology
Published
2026-10-28
DOI
https://doi.org/10.1177/19322968261498914
Primary Topic
Diabetes Treatment and Management
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article
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article

Multisystem Outcomes of GLP-1 Receptor Agonists Versus Active Comparators in Type 2 Diabetes: A Multicenter Target Trial Emulation

Sanket Shishir Dhruva, David M. Gonzalez, Cora Han, Rohit Vashisht et al.
6 links
Journal of Diabetes Science and Technology
Diabetes Treatment and Management
article

Multisystem Outcomes of GLP-1 Receptor Agonists Versus Active Comparators in Type 2 Diabetes: A Multicenter Target Trial Emulation

Sanket Shishir Dhruva, David M. Gonzalez, Cora Han, Rohit Vashisht, Rob Follett, Marina Sirota, Suneil K. Koliwad, Pagan Morris, Lisa Dahm, Ayan Patel, Karandeep Singh
article en

Abstract

Background: Multisystem effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) beyond cardiometabolic outcomes are incompletely characterized against active comparators in type 2 diabetes (T2D). We compared GLP-1RA with sulfonylureas (SUs), sodium-glucose cotransporter-2 inhibitors (SGLT2is), and dipeptidyl peptidase-4 inhibitors (DPP4is) in adults with T2D. Method: In a multicenter target trial emulation across 5 University of California academic medical centers (2012-2025) using harmonized electronic health record data, adults with T2D newly initiating GLP-1RA, SU, SGLT2i, or DPP4i were propensity score-matched 1-to-1 within site via least absolute shrinkage and selection operator (>11 000 covariates), with up to 5-year follow-up. We screened 181 prespecified incident outcomes across 15 body systems, pooling hazard ratios by random-effects meta-analysis. Robustness required leave-one-medical-center-out stability, E -value ≥1.5, and false discovery rate–adjusted P < .10. Results: Among 70 982 matched adults, 118 robust associations were identified (65 for reduced risk and 53 for increased risk). Risk reductions were most consistent for cardiovascular outcomes, including myocarditis/cardiomyopathy (summary hazard ratio, 0.38 [95% CI, 0.32-0.44] vs SGLT2i), acute myocardial infarction (0.53 [0.42-0.66]), heart failure (0.71 [0.58-0.88] vs DPP4i), and thromboembolism (0.69-0.72), and for nephritis/nephrosis (0.73 [0.67-0.79]), nutritional anemia (0.70-0.81), coagulation disorders (0.73-0.81), and tobacco-related disorders (0.60 [0.49-0.74]). Risk increases were found for musculoskeletal conditions (22 associations); osteoarthritis 1.48 (1.29-1.68), stress fractures 1.68 (1.15-2.47), diverticular disease (1.18-1.33), sleep-wake disorders (1.27-1.54), and menopausal disorders (1.32-1.52). Conclusions: Glucagon-like peptide-1 receptor agonist initiation was associated with reduced cardiovascular, renal, hematologic, and tobacco-related risk, consistent with outcome trials. Increased risks for musculoskeletal, gastrointestinal, and sleep-wake disorders warrant monitoring as the clinical use of GLP-1RAs continues to expand.

Journal of Diabetes Science and Technology
San Francisco VA Medical Center (US), University of California, San Francisco (US), UC San Diego Health System (US), University of California San Diego (US), San Francisco VA Health Care System (US)
U.S. Food and Drug Administration, Clinical and Translational Science Institute, University of California, San Francisco
Good health and well-being
Openalex Percentile: Top 11%
Diabetes Treatment and Management
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