Abstract 12692: Central Sensitization in Women With Ischemia and No Obstructive Coronary Artery Disease: A Pilot Study
Bibliographic record
Abstract
Introduction: Myocardial ischemia with no obstructive coronary arteries (INOCA) is more common in women and associated with adverse cardiovascular outcomes. INOCA patients have recurrent chest pain and reduced quality of life, and therapeutic strategies are poorly defined. Central nervous system factors can promote and maintain spontaneous clinical pain. We explored central sensitization in INOCA. Methods: Twenty-nine women diagnosed with INOCA based on coronary angiography were enrolled. Baseline demographics, risk factors, and angina burden by the Seattle Angina Questionnaire (SAQ) was assessed. Generalized pain hypersensitivity was assessed using the validated Central Sensitization Inventory (CSI), with scores ≥40 indicating the presence of central sensitization. Functional capacity was determined by Duke Activity Status Index (DASI). A DASI score ≤34 is prognostic of major adverse cardiac events. Depressive symptoms were assessed using the Beck Depression Inventory. Descriptive statistics and Pearson correlations were performed; p-value ≤.05 was considered significant. Results: Mean age was 55.4±10 years and body mass index (BMI) was 30.1±7 kg/m 2 . Cardiac risk factors were prevalent with 59% hypertension, 55% hyperlipidemia, and 21% diabetes. SAQ scores indicated a high angina burden: 49.3±25.7 (angina frequency) and 39.3±27.6 (angina stability). Mean CSI score was 40.5±17, and 62% had CSI scores ≥40, indicating central sensitization. Mean DASI score was 33.3±18.6. A majority (52%) had a DASI score ≤34, indicative of guarded prognosis. CSI scores correlated positively with depression (r=0.78, p=0.00001) and BMI (r=0.39, p=0.04), and negatively with DASI (r=-0.36, p=0.05), indicating impaired physical functioning in those with higher levels of central pain sensitivity. Conclusions: Nearly two-thirds of women with INOCA have central sensitization. Central pain amplification is associated with angina, depression, obesity, and a limited functional capacity in mid-life INOCA women. The role of the central nervous system in persistent chest pain should be further investigated and may lead to novel therapeutic strategies.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".