Improvement in Cardiovascular Outcomes With Empagliflozin Is Independent of Glycemic Control
Bibliographic record
Abstract
Key Words: blood glucose ◼ sodiumglucose transporter 2 ◼ treatment outcome ◼ type 2 diabetes mellitus C ardiovascular disease (CVD) is the leading cause of death in type 2 diabetes mellitus (T2DM). 1 However, control of the major metabolic derangement of T2DM, hyperglycemia, as denoted by hemoglobin A1c (HbA1c), does not substantively impact its cardiovascular complications. 2 In the EMPA-REG OUT-COME trial (Empagliflozin Cardiovascular Outcome Event Trial in Type 2 Diabetes Mellitus Patients) involving 7020 patients with T2DM and established CVD, the SGLT2 inhibitor empagliflozin reduced the risk of 3-point major adverse cardiovascular events (composite of nonfatal myocardial infarction, nonfatal stroke, and cardiovascular death) by 14%. 3 This effect was driven by a 38% reduction in cardiovascular death. 3Empagliflozin also reduced heart failure (HF) hospitalization by 35%. 3 Until EMPA-REG OUTCOME, such cardiovascular benefits had not been demonstrated by any glucose-lowering agent, and the data led to a label indication for empagliflozin to reduce cardiovascular mortality.We have previously reported no heterogeneity in the cardiovascular effects of empagliflozin in subgroups by HbA1c < versus ≥8.5% at baseline. 3,4Building on this, we analyzed the risks of cardiovascular death, HF hospitalization, and the composite of HF hospitalization or cardiovascular death (1) in subgroups stratified by baseline HbA1c (<7%; 7% to <8%; 8% to <9%; ≥9%) and (2) after adjustment for HbA1c control (defined as <7.5%; yes/no) during the trial as a time-dependent factor.In the EMPA-REG OUTCOME trial, background glucose-lowering therapy was to remain unchanged for the first 12 weeks.We therefore also analyzed the risks of cardiovascular death, HF hospitalization, and HF hospitalization or cardiovascular death after week 12 in subgroups stratified by reduction in HbA1c from baseline to week 12 using 3 thresholds: (1) 0.5% (used by the American Diabetes Association and the European Association for the Study of Diabetes to categorize glucose-lowering efficacy as low versus intermediate); (2) 0.3% (the U.S. Food and Drug Administration definition for a minimal clinically meaningful reduction), and (3) the median reduction across all patients (0.4%).In subgroup analyses, P values were derived from tests of heterogeneity of treatment group differences without adjustment for multiple testing.An independent ethics committee or institutional review board approved the clinical protocol at each participating center.All patients provided written informed consent.The reductions in risks of cardiovascular death, HF hospitalization, and HF hospitalization or cardiovascular death with empagliflozin versus placebo were consistent across categories of baseline HbA1c (Figure).In analyses adjusted for HbA1c control at baseline and during the trial, the relative reductions were similar to those in the main analyses (Figure).At week 12, the median HbA1c reduction was 0.4% (placebo, 0.1%; empagliflozin, 0.6%).The benefits of empagliflozin on these outcomes were evident regardless of whether the reduction in HbA1c reached thresholds of 0.5%, 0.3%, or the median (Figure).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".