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GLP-1 receptor agonists or SGLT2-inhibitors? Evaluation of a personalized treatment algorithm for individuals with
Tim Mori1,2, Oliver Kuß1,2,3, Julia K Mader4
1German Diabetes Center Institute for Biometrics and Epidemiology, Düsseldorf, Germany.
Abstract:
Guidelines recommend GLP-1 receptor agonists (GLP-1-RA) and SGLT2-inhibitors (SGLT2i) for individuals with type 2 diabetes (T2D) at high risk of atherosclerotic cardiovascular disease (ASCVD). In the context of precision medicine, we evaluated a personalized treatment algorithm to guide the initial decision between these therapies.Using data from the observational Diabetes Prospective Follow-up registry (Germany/Austria) we studied individuals with T2D who initiated GLP-1-RA (n=1433) or SGLT2i (n=2547) in a multicenter, real-world setting. Baseline characteristics included age, sex, body mass index (BMI), estimated glomerular filtration rate (eGFR), HbA1c, diabetes duration, and history of ASCVD. Non-fatal ASCVD events (myocardial infarction, angina, revascularization, stroke, transient ischemic attack, and peripheral artery disease) were analyzed using dynamic weighted survival modeling to predict the optimal treatment for each individual.The algorithm predicted 48% of individuals to have better ASCVD outcomes with GLP-1-RA and 52% with SGLT2i. GLP-1-RA-optimal individuals had on average a higher BMI (37 vs 31 kg/m2), lower eGFR (71 vs 93 ml/min per 1.73 m2) and less history of ASCVD (9 vs 18%) compared to SGLT2i-optimal individuals. However, an internal model validation showed that the predicted optimal treatment did not statistically significantly prolong the average time to a non-fatal ASCVD event compared to the suboptimal treatment (AFT parameter: 1.13; 95% CI: 0.83-1.56; HR: 0.88; 95% CI: 0.64-1.21).The personalized treatment algorithm for GLP-1-RA and SGLT2i did not result in clear individual ASCVD benefits on either drug, a finding consistent with the clinical equipoise reflected in current T2D treatment guidelines.
Insights
A personalized treatment algorithm for type 2 diabetes (T2D) drugs did not show clear benefits for preventing atherosclerotic cardiovascular disease (ASCVD) events. This finding aligns with current guidelines suggesting clinical equipoise between GLP-1 RAs and SGLT2 inhibitors for high-risk patients.
Area of Science:
- Endocrinology
- Cardiology
- Pharmacology
Background:
- Current guidelines recommend GLP-1 receptor agonists (GLP-1-RA) and SGLT2 inhibitors (SGLT2i) for type 2 diabetes (T2D) patients at high risk of atherosclerotic cardiovascular disease (ASCVD).
- Precision medicine approaches are being explored to personalize treatment decisions between these drug classes.
Purpose of the Study:
- To evaluate a personalized treatment algorithm for guiding initial therapy selection between GLP-1-RA and SGLT2i in T2D patients at high ASCVD risk.
- To assess whether the algorithm could predict differential ASCVD outcomes based on individual patient characteristics.
Main Methods:
- Utilized data from the observational Diabetes Prospective Follow-up registry (Germany/Austria) including 1433 GLP-1-RA initiators and 2547 SGLT2i initiators with T2D.
- Employed dynamic weighted survival modeling to analyze non-fatal ASCVD events and predict optimal treatment assignment.
- Internal model validation was performed to assess the clinical utility of the predicted optimal treatment.
Main Results:
- The algorithm predicted 48% of individuals would benefit more from GLP-1-RA and 52% from SGLT2i.
- Patients predicted to benefit from GLP-1-RA had higher BMI, lower eGFR, and less ASCVD history compared to those predicted for SGLT2i.
- Internal validation showed no statistically significant difference in time to non-fatal ASCVD events between predicted optimal and suboptimal treatments (HR: 0.88; 95% CI: 0.64-1.21).
Conclusions:
- The evaluated personalized treatment algorithm did not demonstrate clear individual benefits for GLP-1-RA or SGLT2i in preventing ASCVD events in T2D patients.
- The findings support the concept of clinical equipoise between these drug classes for ASCVD risk reduction in T2D, as reflected in current treatment guidelines.
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