Triglyceride Levels, Alirocumab Treatment, and Cardiovascular Outcomes After an Acute Coronary Syndrome
Bibliographic record
Abstract
BACKGROUND: It is unknown whether clinical benefit of proprotein convertase subtilisin/kexin type 9 inhibitors is associated with baseline or on-treatment triglyceride concentrations. OBJECTIVES: This study sought to examine relations between triglyceride levels and the effect of alirocumab vs placebo on cardiovascular outcomes using prespecified and post hoc analyses of the ODYSSEY OUTCOMES (Evaluation of Cardiovascular Outcomes After an Acute Coronary Syndrome During Treatment With Alirocumab) trial. METHODS: Patients with recent acute coronary syndrome (ACS) (n = 18,924) and elevated atherogenic lipoproteins despite optimized statin therapy were randomized to alirocumab 75 to 150 mg or matching placebo every 2 weeks subcutaneously. Major adverse cardiovascular events (MACE) were examined in relation to continuous or dichotomous triglyceride concentrations. RESULTS: Median baseline triglyceride concentration was 129 mg/dL. In both treatment groups, a 10-mg/dL higher baseline concentration was associated with an adjusted MACE HR of 1.008 (95% CI: 1.003-1.013; P < 0.005). Baseline triglycerides ≥150 vs <150 mg/dL were associated with a HR of 1.184 (95% CI: 1.080-1.297; P < 0.005). Versus placebo, alirocumab reduced low-density lipoprotein cholesterol from baseline (average, 54.7%) and reduced MACE (HR: 0.85; 95% CI: 0.78-0.93). At month 4, triglyceride levels were reduced from baseline by median 17.7 mg/dL (P < 0.001) and 0.9 mg/dL (P = NS) with alirocumab and placebo, respectively. A 10-mg/dL decline from baseline in triglycerides was associated with lower subsequent risk of MACE with placebo (HR: 0.988; 95% CI: 0.982-0.995; P < 0.005) but not with alirocumab (HR: 0.999; 95% CI: 0.987-1.010; P = 0.82). CONCLUSIONS: Among patients with recent ACS on optimized statin therapy, baseline triglycerides was associated with cardiovascular risk. However, the reduction in triglycerides with alirocumab did not contribute to its clinical benefit. (ODYSSEY Outcomes: Evaluation of Cardiovascular Outcomes After an Acute Coronary Syndrome During Treatment With Alirocumab; NCT01663402).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".