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Updated: Jul 3, 2025

A Zebrafish Model of Diabetes Mellitus and Metabolic Memory
Published on: February 28, 2013
Potential Mediators for Treatment Effects of Novel Diabetes Medications on Cardiovascular and Renal Outcomes:
José M Rodriguez-Valadez1,2, Malak Tahsin2, Umesh Masharani3
1Institute for Healthcare Delivery Science, Icahn School of Medicine at Mount Sinai New York NY USA.
Background:
Prior research suggests clinical effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) and sodium-glucose cotransporter-2 inhibitors (SGLT2is) are mediated by changes in glycated hemoglobin, body weight, systolic blood pressure, hematocrit, and urine albumin-creatinine ratio. We aimed to confirm these findings using a meta-analytic approach.
Methods And Results:
We updated a systematic review of 9 GLP-1RA and 13 SGLT2i trials and summarized longitudinal mediator data. We obtained hazard ratios (HRs) for cardiovascular, renal, and mortality outcomes. We performed linear mixed-effects modeling of LogHRs versus changes in potential mediators and investigated differences in meta-regression associations among drug classes using interaction terms. HRs generally became more protective with greater glycated hemoglobin reduction among GLP-1RA trials, with average HR improvements of 20% to 30%, reaching statistical significance for major adverse cardiovascular events (ΔHR, 23%; P=0.02). Among SGLT2i trials, associations with HRs were not significant and differed from GLP1-RA trials for major adverse cardiovascular events (Pinteraction=0.04). HRs for major adverse cardiovascular events, myocardial infarction, and stroke became less efficacious (ΔHR, -15% to -34%), with more weight loss for SGLT2i but not for GLP-1RA trials (ΔHR, 4%-7%; Pinteraction<0.05). Among 5 SGLT2i trials with available data, HRs for stroke became less efficacious with larger increases in hematocrit (ΔHR, 123%; P=0.09). No changes in HRs by systolic blood pressure (ΔHR, -11% to 9%) and urine albumin-creatinine ratio (ΔHR, -1% to 4%) were found for any outcome.
Conclusions:
We confirmed increased efficacy findings for major adverse cardiovascular events with reduction in glycated hemoglobin for GLP1-RAs. Further research is needed on the potential loss of cardiovascular benefits with increased weight loss and hematocrit for SGLT2i.
Insights
Glucagon-like peptide-1 receptor agonists (GLP-1RAs) improve cardiovascular events with better glycated hemoglobin control. Sodium-glucose cotransporter-2 inhibitors (SGLT2is) show potential cardiovascular benefit loss with weight loss and hematocrit changes.
Area of Science:
- Cardiovascular Medicine
- Endocrinology
- Pharmacology
Background:
- Clinical effects of GLP-1RAs and SGLT2is are hypothesized to be mediated by changes in glycated hemoglobin, body weight, systolic blood pressure, hematocrit, and urine albumin-creatinine ratio.
- A meta-analytic approach was used to confirm these proposed mediating factors.
Purpose of the Study:
- To confirm the mediating roles of specific clinical factors in the effects of GLP-1RAs and SGLT2is.
- To investigate differences in these associations between GLP-1RAs and SGLT2is.
Main Methods:
- Updated systematic review of 9 GLP-1RA and 13 SGLT2i trials.
- Meta-regression analysis of hazard ratios (HRs) for cardiovascular, renal, and mortality outcomes against changes in potential mediators.
- Investigation of differences in meta-regression associations between drug classes using interaction terms.
Main Results:
- GLP-1RA trials showed statistically significant protective associations for major adverse cardiovascular events (MACE) with greater glycated hemoglobin reduction (ΔHR, 23%; P=0.02).
- SGLT2i trials demonstrated potential loss of efficacy for MACE, myocardial infarction, and stroke with increased weight loss (ΔHR, -15% to -34%) and hematocrit changes (ΔHR, 123%; P=0.09).
- No significant associations were found between HRs and changes in systolic blood pressure or urine albumin-creatinine ratio for either drug class.
Conclusions:
- Confirmed increased efficacy of GLP-1RAs for MACE with glycated hemoglobin reduction.
- Highlighted the need for further research into the potential reduction in cardiovascular benefits associated with weight loss and hematocrit increases for SGLT2is.
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