Early Versus Delayed Invasive Management of Female Patients With Non–ST-Elevation Acute Coronary Syndrome: An Individual Patient Data Meta-Analysis
Bibliographic record
Abstract
BACKGROUND: Female patients are at greater risk of adverse events following non–ST-elevation acute coronary syndrome but less frequently receive guideline-recommended coronary angiography and revascularization. Routine invasive management benefits high-risk patients, but evidence informing the optimal timing of angiography specifically in female patients is lacking. METHODS: Medline, Web of Science, and Scopus were searched up to November 2023. Randomized controlled trials investigating early versus delayed timing of coronary angiography in patients with non–ST-elevation acute coronary syndrome were included. Individual patient data from female patients were extracted. The primary end point was a composite of all-cause mortality or myocardial infarction at 6 months. We performed a 1-stage individual patient data meta-analysis using random-effects Cox models. RESULTS: Six trials contributed individual patient data from 2257 female patients. Median time to coronary angiography was 5 hours in the early invasive group (n=1141) and 49 hours in the delayed invasive group (n=1116). Overall, there was no significant reduction in the risk of the primary end point in the early invasive group compared with the delayed group (hazard ratio, 0.79 [95% CI, 0.60–1.06]; P =0.12). Early invasive management was associated with a reduction in recurrent ischemia (hazard ratio, 0.60 [95% CI, 0.39–0.94]; P =0.025). In the prespecified subgroup analysis, high-risk female patients with Global Registry of Acute Coronary Events score >140 receiving early invasive management experienced a significantly reduced hazard for all-cause mortality or myocardial infarction at 6 months (hazard ratio, 0.65 [95% CI, 0.45–0.94]; P =0.021; P interaction =0.035). Similar benefits were observed for female patients with elevated cardiac biomarkers. CONCLUSIONS: Early invasive management in female patients with non–ST-elevation acute coronary syndrome, compared with delayed invasive management, was not associated with a significant reduction in the hazard for the primary end point. In prespecified subgroup analysis, high-risk female patients as assessed with Global Registry of Acute Coronary Events score >140 or elevated cardiac biomarkers experienced significant reductions in all-cause mortality or myocardial infarction at 6 months following early invasive management. REGISTRATION: URL: https://www.crd.york.ac.uk/prospero/ ; Unique identifier: CRD42023468604.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.013 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".