Childhood Trauma, Perceived Stress, and Hair Cortisol in Adults With and Without Cardiovascular Disease
Bibliographic record
Abstract
OBJECTIVE: Childhood trauma has been associated with greater psychological and physical morbidity, including a greater risk of developing cardiovascular disease (CVD). This may partially reflect trauma-induced disturbances in how stress is later perceived and regulated. This study evaluated the associations of childhood trauma with perceived stress and hair cortisol concentrations (HCC) in a large sample of adults with coronary artery disease (CAD) and in non-CVD patients experiencing other nonfatal illnesses. Whether sex, age, or CVD status influenced these associations was also examined. METHODS: A total of 1124 men and women (aged 65.2 [6.9] years) recruited from a hospital cohort completed the Childhood Trauma and Perceived Stress Questionnaires, whereas hair samples were obtained from 598 participants. Health status was confirmed via medical records. RESULTS: Moderate to severe childhood trauma was experienced by 359 participants. Childhood trauma was associated with greater perceived stress levels for the past 2 years (r = .308, p = .01; β = 0.263, p < .001), but not 3-month cortisol secretion in hair. Perceived stress correlated negatively with age (r = -.241, p < .001). In secondary analyses, age moderated the relation between sexual abuse and perceived stress (β = -0.067, p = .016). Although sexual abuse was associated with greater levels of perceived stress among all participants, this relation was strongest in younger individuals. CONCLUSIONS: Participants who experienced trauma in their youth reported greater levels of perceived stress, but not HCC, in late adulthood. Whether this suggests intact hypothalamic-pituitary-adrenal regulation in those exposed to childhood trauma or whether this reflects the characteristics of our sample requires further investigation.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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".