Exploring the effect of wound related pain on psychological stress, inflammatory response, and wound healing
Bibliographic record
Abstract
AIMS AND OBJECTIVES: The relationship between pain and poor healing is intricate, potentially mediated by psychological stress and aberrations in inflammatory response. The purpose of this study was to examine the biopsychosocial model of pain by assessing the relationships between pain, stress, inflammation and healing in people with chronic wounds. DESIGN: This was a 4-week prospective observational study to explore the relationship of pain, stress, inflammation and wound healing in a convenience sample of patients with chronic wounds in a chronic care hospital in Canada. METHODS: Only subjects over 18 with chronic wounds were recruited into the study. Chronic wounds were defined by the duration of wounds for more than 4 weeks of various aetiologies including wounds caused by pressure injuries, venous disease, arterial insufficiency, surgery or trauma and diabetic neuropathy. Participants were evaluated for pain by responding to the Brief Pain Inventory-Short Form, the McGill Pain Questionnaire-Short Form and the Leeds Assessment of Neuropathic Symptoms and Signs scale. Stress was measured by the Perceived Stress Scale (PSS). All wounds were assessed with the Pressure Ulcer Scale for Healing tool. The levels of matrix metalloproteinases were analysis by obtaining wound fluid from all participants. RESULTS: A total of 32 individuals with chronic wounds participated in the study. Correlation analysis indicated pain severity was positively and significantly related to pain interference, McGill Pain Questionnaire scores, neuropathic pain and matrix metalloproteinase levels. Logistic regression was used to determine the predictors for high or low perceived stress. The only significant variable that contributed to the stress levels was BPI-I. Results suggested that participants who experienced higher levels of pain interference also had an increased odds to report high level of stress by 1.6 times controlling for all other factor in the model. CONCLUSION: Pain is a complex biopsychosocial phenomenon affecting quality of life in people with chronic wounds. Results of this study identified a significant relationship between pain, stress and wound healing.
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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 | 0.000 | 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".