Related Experiment Video
Updated: Apr 15, 2026

Modeling and Evaluation of Murine Diabetic Cardiomyopathy Model
Published on: November 29, 2024
Comparative cardiovascular effectiveness of GLP-1RAs versus DPP-4is in dialysis patients with type 2 diabetes: a
Hiroki Shimada1, Toshiki Fukasawa1, Kayoko Mizuno1
1Department of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Yoshida Konoecho, Sakyo-ku, Kyoto 606-8501, Japan.
Aim:
Patients with type 2 diabetes (T2D) receiving dialysis have a very high risk of cardiovascular events. Evidence for the cardiovascular effectiveness of glucagon-like peptide-1 receptor agonists (GLP-1RAs) in this population remains limited. Here, we assessed this issue using a target trial emulation framework.
Methods:
We conducted a cohort study using a Japanese administrative claims database. We included adults aged 20 years or older with T2D receiving maintenance dialysis who initiated a GLP-1RA or a DPP-4i between April 2015 and March 2023. The primary outcome was the 3-year risk of major adverse cardiovascular events (MACE), defined as a composite of acute myocardial infarction, stroke, and cardiovascular death. The observational analogue of the per-protocol effect was estimated using pooled logistic regression with inverse probability weighting to adjust for baseline and time-varying confounders.
Results:
Among 4793 patients (557 GLP-1RA initiators and 4236 DPP-4i initiators), the estimated 3-year risk of MACE was 29.7% (95% CI, 22.3% to 38.3%) for GLP-1RA users and 37.6% (95% CI, 35.2% to 40.8%) for DPP-4i users, giving a risk difference of -8.0% (95% CI, -15.5% to 0.9%) and risk ratio of 0.79 (95% CI, 0.59 to 1.03).
Conclusion:
Compared with DPP-4is, sustained use of GLP-1RAs may reduce the risk of MACE among patients with T2D receiving maintenance dialysis. These findings suggest a potential cardiovascular benefit but require confirmation in randomized controlled trials before introduction into clinical practice.
Insights
Glucagon-like peptide-1 receptor agonists (GLP-1RAs) may lower cardiovascular event risk in type 2 diabetes patients on dialysis compared to DPP-4 inhibitors. Further trials are needed to confirm these findings for clinical practice.
Area of Science:
- Cardiology
- Endocrinology
- Nephrology
Background:
- Patients with type 2 diabetes (T2D) on dialysis face high cardiovascular event risks.
- Limited evidence exists on the cardiovascular effectiveness of glucagon-like peptide-1 receptor agonists (GLP-1RAs) in this high-risk group.
Purpose of the Study:
- To assess the cardiovascular effectiveness of GLP-1RAs versus DPP-4 inhibitors in patients with T2D undergoing maintenance dialysis.
- To emulate a target trial using a Japanese administrative claims database.
Main Methods:
- A cohort study included T2D patients on maintenance dialysis initiating GLP-1RAs or DPP-4 inhibitors (April 2015-March 2023).
- The primary outcome was the 3-year risk of major adverse cardiovascular events (MACE): acute myocardial infarction, stroke, or cardiovascular death.
- Inverse probability weighting was used to adjust for baseline and time-varying confounders.
Main Results:
- The 3-year MACE risk was 29.7% for GLP-1RA users and 37.6% for DPP-4i users.
- GLP-1RA use was associated with a risk difference of -8.0% (95% CI, -15.5% to 0.9%) and a risk ratio of 0.79 (95% CI, 0.59 to 1.03).
Conclusions:
- Sustained use of GLP-1RAs may reduce MACE risk in T2D patients on dialysis compared to DPP-4 inhibitors.
- These findings suggest a potential cardiovascular benefit, but require confirmation through randomized controlled trials.
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