Back

Predictors of Supplemental Opioid Use After Third Molar Extraction

Panchal, N.; Wang, S.; Habib, R. A.; Ford, B. P.; Pham, T.; Cherfane, P. M.; Gupta, G.; Juska, S. A.; Secreto, S. A.; Skarke, C.; Grant, G. R.; Hersh, E. V.; Farrar, J. T.; Grosser, T.; Theken, K. N.

2025-07-18 pharmacology and therapeutics
10.1101/2025.07.18.25331797 medRxiv
Show abstract

ObjectivesNon-steroidal anti-inflammatory drugs (NSAIDs) are recommended as first-line analgesics following third molar extraction, but some patients require supplemental opioids for pain management. The objective of this study was to identify demographic and clinical factors that predicted supplemental opioid use following third molar extraction in patients treated with an evidence-based analgesic regimen. MethodsHealthy adults underwent surgical extraction of partial or full bony impacted mandibular third molar. When pain intensity was [≥]4/10, participants were given ibuprofen 400 mg (N=59) or placebo (N=26) in a randomized, double-blind design. After 4h, all participants transitioned to open-label ibuprofen 400 mg + acetaminophen 500 mg, with oxycodone 5 mg available for breakthrough pain. Analgesic use was documented for the first week after extraction. Predictors of supplemental opioid use in addition to ibuprofen + acetaminophen were evaluated by logistic regression. ResultsIbuprofen + acetaminophen provided adequate analgesia in most of the 85 participants, with 17 participants (20%) using supplemental oxycodone in the first week after extraction. Female sex (OR: 6.770; 95% CI: 1.657-35.57; p=0.013) and higher body mass index (BMI) (OR: 1.253; 95% CI: 1.052-1.525; p=0.016) were associated with increased odds of supplemental opioid use, while higher difficulty index (Pederson score) slightly decreased the odds of supplemental opioid use (OR: 0.852; 95% CI: 0.724-0.993; p=0.043). Adding pre-surgery neutrophil counts improved model fit, with higher neutrophil counts associated with lower odds of supplemental opioid use (OR: 0.435; 95% CI: 0.212-0.775; p=0.011). ConclusionsFemale sex, higher BMI, and pre-surgery neutrophil counts were predictors of supplemental opioid use in patients treated with an evidence-based analgesic regimen. Greater surgical difficulty of third molar extraction does not increase the likelihood of supplemental opioid use.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.