# Factors Associated with GLP-1 Receptor Agonist Use in Patients with Type 2 Diabetes and Established Atherosclerotic Cardiovascular Disease: A Retrospective Propensity-Score Matched Analysis

**Authors:** Georgios Vournas, Leonidas Mourgos, Michael Doumas, Evangelos N. Liberopoulos, Kalliopi Kotsa, Theocharis Koufakis

PMC · DOI: 10.3390/diseases14020075 · Diseases · 2026-02-17

## TL;DR

This study finds that GLP-1 receptor agonist use in patients with type 2 diabetes and heart disease is more linked to glucose control than to heart or kidney risk.

## Contribution

The study reveals that GLP-1RA use is more associated with glucose-lowering therapy intensity than cardiovascular or renal risk profiles in real-world settings.

## Key findings

- GLP-1RA users were younger and had lower hypertension prevalence compared to non-users.
- Insulin use remained strongly associated with GLP-1RA therapy after adjusting for other factors.
- Cardiovascular disease burden and renal function were not independently linked to GLP-1RA use.

## Abstract

Background: Atherosclerotic cardiovascular disease (ASCVD) frequently coexists with type 2 diabetes (T2D), amplifying morbidity and mortality. Glucagon-like peptide-1 receptor agonists (GLP-1RA) confer significant cardiovascular benefits and are recommended for patients with T2D and established ASCVD. However, real-world use may not reflect a complication-driven therapeutic approach. Methods: This retrospective study included adults with T2D and established ASCVD (prior myocardial infarction, ischemic stroke, transient ischemic attack, or symptomatic peripheral arterial disease) consecutively admitted to the internal medicine and cardiology departments of a tertiary hospital over a 60-day period. Pre-admission medication use, comorbidities, and laboratory parameters were recorded. Factors associated with GLP-1 RA use were assessed using logistic regression before and after 1:1 propensity score (PS) matching. Results: Among 202 eligible patients, 49 (24.3%) were treated with a GLP-1RA. GLP-1RA users were younger (71.9 vs. 77.8 years, p < 0.001), had lower hypertension prevalence (61.2% vs. 78.4%, p = 0.02), and were more frequently on insulin (69.4% vs. 25.5%, p < 0.001) and sodium-glucose cotransporter 2 inhibitors (55.1% vs. 28.1%, p = 0.001). After PS matching (48 pairs), demographic and comorbidity differences were attenuated, although insulin remained strongly associated with GLP-1RA therapy (Odds Ratio 11.85, p < 0.001). Neither cardiovascular disease burden—captured through the presence of multiple cardiovascular comorbidities—nor renal function were independently associated with GLP-1RA use after adjustment. Conclusions: In patients with T2D and established ASCVD, GLP-1RA use was more strongly associated with the intensity of glucose-lowering therapy—particularly insulin use—than with cardiovascular or renal risk profiles. These findings should be interpreted with caution given the retrospective observational design and the limited availability of glycated hemoglobin, anthropometry and diabetes duration data. However, they suggest that, in real-world clinical practice, GLP-1RA prescribing may remain predominantly glucose-centric rather than complication-driven, underscoring the need for improved implementation of contemporary diabetes guidelines.

## Linked entities

- **Diseases:** type 2 diabetes (MONDO:0005148), atherosclerotic cardiovascular disease (MONDO:1060134)

## Full-text entities

- **Genes:** REN (renin) [NCBI Gene 5972] {aka ADTKD4, HNFJ2, RTD}, INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, GLP1R (glucagon like peptide 1 receptor) [NCBI Gene 2740] {aka GLP-1, GLP-1-R, GLP-1R}, GCG (glucagon) [NCBI Gene 2641] {aka GLP-1, GLP1, GLP2, GRPP}, SLC5A2 (solute carrier family 5 member 2) [NCBI Gene 6524] {aka SGLT2}
- **Diseases:** ischemia (MESH:D007511), visceral obesity (MESH:D056128), medullary thyroid carcinoma (MESH:C536914), sepsis (MESH:D018805), frailty (MESH:D000073496), heart failure (MESH:D006333), Obesity (MESH:D009765), adiposity (MESH:D018205), kidney dysfunction (MESH:D007674), PAD (MESH:D058729), T2D (MESH:D003924), TIA (MESH:D002546), acute kidney injury (MESH:D058186), stroke (MESH:D020521), chronic lung disease (MESH:D029424), gastrointestinal disorders (MESH:D005767), Diabetes (MESH:D003920), lung disease (MESH:D008171), ischemic heart disease (MESH:D017202), end-stage renal disease (MESH:D007676), ischemic stroke (MESH:D002544), myocardial infarction (MESH:D009203), Cardiovascular disease (MESH:D002318), CKD (MESH:D051436), pancreatitis (MESH:D010195), insulin resistance (MESH:D007333), cerebrovascular disease (MESH:D002561), weight loss (MESH:D015431), multiple endocrine neoplasia type 2 (MESH:D018813), cardiometabolic disease (MESH:D024821), reperfusion injury (MESH:D015427), albuminuria (MESH:D000419), injury to (MESH:D014947), sarcopenia (MESH:D055948), cardio-renal-metabolic syndrome (MESH:D059347), inflammation (MESH:D007249), ASCVD (MESH:D050197), Hypertension (MESH:D006973), Dyslipidemia (MESH:D050171)
- **Chemicals:** glycemia (MESH:D001786), glucose (MESH:D005947), creatinine (MESH:D003404), meglitinides (MESH:C030516), cholesterol (MESH:D002784), nitric oxide (MESH:D009569), thiazolidinediones (MESH:D045162), Metformin (MESH:D008687), RA (MESH:D011883), sulfonylureas (MESH:D013453), Lipid (MESH:D008055), triglyceride (MESH:D014280), aldosterone (MESH:D000450), Boehringer Ingelheim (-), TG (MESH:D013866)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

33 references — full list in the complete paper: https://tomesphere.com/paper/PMC12939290/full.md

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Source: https://tomesphere.com/paper/PMC12939290