Prolonged hypothalamic-pituitary-adrenal axis activation after acute coronary syndrome in the GENESIS-PRAXY cohort
Bibliographic record
Abstract
Background Glucocorticoid excess has been linked with cardiovascular disease. Little is known about the long-term cortisol response in patients after acute coronary syndrome. Design The objective of this study was to describe the distribution of salivary cortisol in the post-acute phase of acute coronary syndrome and to describe the association of late-night salivary cortisol with cardiovascular risk factors. Methods We used late-night salivary cortisol measurements post-discharge to estimate hypothalamic-pituitary-adrenal axis activity in 309 patients aged 18-55 years enrolled in the GENESIS-PRAXY study from January 2009-April 2013. We evaluated hypothalamic-pituitary-adrenal axis activity and its association with hypertension, dyslipidemia, diabetes, smoking, family history, prior acute coronary syndrome, psychiatric diseases, acute coronary syndrome severity, as well as mortality and rate of rehospitalization at 12 months. Results Persistently elevated late-night salivary cortisol>2.92 nmol/l was seen in 99 (32.0%) patients: within the range of what may be seen in Cushing's disease. Elevated late-night salivary cortisol was associated with previous acute coronary syndrome (13.3% vs 24.2%, p = 0.02), peripheral vascular disease (3.8% vs 13.1%, p = 0.002), and smoking (32.9% vs 46.5% p = 0.02). Elevated late-night salivary cortisol was associated with higher hemoglobin A1c values (5.6 ± 3.0 vs 6.1 ± 2.9, p = 0.008) and lower high density lipoprotein values (0.94 ± 0.53 vs 0.86 ± 0.50, p = 0.01). There were no differences in psychiatric symptom scores, acute coronary syndrome severity or mortality, and rate of rehospitalization at 12 months. Conclusions Many patients post-acute coronary syndrome have prolonged, marked activation of the hypothalamic-pituitary-adrenal axis. Late-night salivary cortisol co-associates with several cardiovascular risk factors. Further studies are needed to confirm the exact role of hypothalamic-pituitary-adrenal axis activity in the pathophysiology of cardiovascular disease.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".