Biological Profiles in Subjects With Recurrent Acute Coronary Events Compared With Subjects With Long-Standing Stable Angina
Bibliographic record
Abstract
BACKGROUND: At one end of the clinical spectrum of coronary artery disease (CAD) are subjects who have had repeated acute ischemic events, and at the other end are those with long-standing angina who have never been unstable. This study tests the hypothesis that a specific biological profile can distinguish these 2 extreme groups and predict acute coronary events. METHODS AND RESULTS: Blood levels of lipoprotein(a), homocysteine, tissue plasminogen activator, plasminogen activator inhibitor-1, C-reactive protein (CRP), fibrinogen, and von Willebrand factor were compared in 3 groups of 50 subjects each: (1) those with previous multiple acute coronary events, (2) age-matched subjects with >/=3 years of stable angina and no prior acute coronary events, and (3) matched controls without evidence of atherosclerotic disease and a normal coronary angiogram. All subjects were followed for 4.0 years. Lipoprotein(a), homocysteine, tissue plasminogen activator, and plasminogen activator inhibitor-1 were similar in both CAD groups and significantly higher than in the control group. However, compared with subjects with long-standing stable angina, those with previous multiple coronary events had higher values of CRP (5.7+/-5.4 versus 3.0+/-5.2 mg/L, P=0.012), fibrinogen (3.38+/-0.75 versus 2.92+/-0.64 g/L, P=0.001), and von Willebrand factor (1.60+/-0.55 versus 1.25+/-0.36 U/mL, P=0.0003). On follow-up, myocardial infarction and unstable angina occurred in 42% of the group with multiple events, 4% of the stable angina group (P<0.0001), and none of the control subjects. In the 100 patients with CAD, CRP was 4.9 mg/L in those with and 1.8 mg/L in those without new instability (P<0.0001). In a multivariate analysis, only CRP distinguished those with follow-up acute coronary events (adjusted odds ratio 5.9, 95% CI 2.0 to 17.9; P=0.002). A baseline CRP >3.5 mg/L had a relative risk of 7.6 (2.6 to 21.7, P=0.0002) for subsequent acute events. CONCLUSIONS: An inflammatory biological profile distinguished patients with previous multiple acute coronary events from those with long-standing stable angina and predicted acute coronary instability.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".