Abstract P244: Association Between Early Life Trauma and Change in HRV During Mental Stress Among Patients With Recent Myocardial Infarction
Bibliographic record
Abstract
Background: Early-life traumatic experiences have been associated with increased cardiovascular disease risk. Little is known about how early-life traumatic experiences may affect changes in autonomic function during mental stress among young subjects post-MI. Objective: We hypothesized that those with high exposure to early-life trauma, compared to those with low exposure to early-life trauma, would have increased autonomic dysfunction at baseline, worse stress reactivity, and slower autonomic recovery. Methods: We evaluated 321 subjects with a history of recent myocardial infarction who underwent a laboratory-based mental stress speech task. HRV was measured at rest (T0), during mental stress (T1), and during recovery (T2) with ambulatory electrocardiographic monitoring. We evaluated low frequency (LF) HRV as the primary outcome because of its relationship with baroreflex sensitivity, psychological stress, and cardiovascular disease outcomes. Early life trauma was assessed using the Early Trauma Inventory Self Report - Short Form (ETI-SF) and a binary variable was calculated using one SD above the mean of the ETI-SF score, a previously validated cutpoint, to indicate high early-life trauma exposure and low otherwise. Sociodemographic factors, including race, highest education attained, age, and gender, were considered as potential confounders in multiple linear regression models. Differences amongst stress, rest, and recovery metrics were evaluated as outcomes in separate models. Results: Of 321 subjects with HRV data, 284 were included in the final analytic sample after excluding those with missing covariates. The mean age was 50.7 ± 6.7, 49% were female (139), and 64% were African-American (182); 260 (88.4%) reported experiencing high levels of early-life trauma. There were no associations between early-life trauma during baseline HRV (T0), reactivity to stress (T1 - T0), and prolonged reactivity (T2 - T0). However, those with high early-life trauma had reduced HRV during recovery from stress compared to those with low early-life trauma (T2 - T1; Beta (95% CI) = -0.37 (-0.73, -0.01)). Results were similar after adjustment for sociodemographic factors and did not vary by race/ethnicity or gender. Conclusion: Among subjects with recent MI, high exposure to early-life trauma is associated with prolonged stress-induced autonomic dysfunction during stress and recovery, while the low exposure subjects revert to baseline HRV levels during recovery. This may indicate greater stress-induced cardiotoxicity in those exposed to early life trauma.
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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 | 0.000 | 0.002 |
| 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".