Persistent Opioid Use after Ophthalmic Surgery in Opioid-Naive Patients and Associated Risk Factors
- PMID: 33895223
- PMCID: PMC8384648
- DOI: 10.1016/j.ophtha.2021.04.021
Persistent Opioid Use after Ophthalmic Surgery in Opioid-Naive Patients and Associated Risk Factors
Abstract
Purpose: To determine the rate and risk factors for new persistent opioid use after ophthalmic surgery in the United States.
Design: Retrospective claims-based cohort analysis.
Participants: Opioid-naive patients 13 years of age and older who underwent incisional ophthalmic surgery between January 1, 2012, and June 30, 2017, and were included in Optum's de-identified Clinformatics Data Mart database.
Methods: New persistent opioid use was defined as filling an opioid prescription in the 90-day and the 91- to 180-day periods after the surgical procedure. The outcome variable was an initial perioperative opioid prescription fill. Rates of new persistent opioid use were calculated, and multivariate logistic regression models were used to identify variables increasing the risk of new persistent use and refill of an opioid prescription after the initial perioperative prescription in first 30 days.
Main outcome measures: New persistent opioid use and refill.
Results: A total of 327 379 opioid-naive patients (mean age, 67 years [standard deviation, 16 years]; 178 067 women [54.4%]) who underwent ophthalmic surgery were examined. Among these patients, 14 841 (4.5%) had an initial perioperative opioid fill. The rate of new persistent opioid use was 3.4% (498 of 14 841 patients) compared with 0.6% (1833 of 312 538 patients) in patients who did not have an initial perioperative opioid fill. After adjusting for patient characteristics, initial perioperative opioid fill was associated independently with increased odds of new persistent use (adjusted odds ratio [OR], 6.21; 95% confidence interval [CI], 5.57-6.91; P < 0.001). Among patients who had filled an initial perioperative prescription, a prescription size of 150 morphine milligram equivalents or more was associated with an increased odds of refill (adjusted OR, 1.87; 95% CI, 1.58-2.22; P < 0.001).
Conclusions: Exposure to opioids in the perioperative period is associated with new persistent use in patients who were previously opioid-naive. This suggests that exposure to opioids is an independent risk factor for persistent use in patients undergoing incisional ophthalmic surgery. Surgeons should be aware of those risks to identify at-risk patients given the current national opioid crisis and to minimize prescribing opioids when possible.
Keywords: Drug abuse; Ophthalmic surgery; Opioids.
Copyright © 2021 American Academy of Ophthalmology. Published by Elsevier Inc. All rights reserved.
Conflict of interest statement
Comment in
-
Opioid Stewardship in Surgical Ophthalmology: Implications for Public Health.Ophthalmology. 2021 Sep;128(9):1274-1275. doi: 10.1016/j.ophtha.2021.06.006. Ophthalmology. 2021. PMID: 34420591 No abstract available.
Similar articles
-
Rates of New Persistent Opioid Use After Vaginal or Cesarean Birth Among US Women.JAMA Netw Open. 2019 Jul 3;2(7):e197863. doi: 10.1001/jamanetworkopen.2019.7863. JAMA Netw Open. 2019. PMID: 31348508 Free PMC article.
-
Hospitalization, Overdose, and Mortality After Opioid Prescriptions Tied to Ophthalmic Surgery.Ophthalmology. 2024 Aug;131(8):943-949. doi: 10.1016/j.ophtha.2024.01.028. Epub 2024 Jan 26. Ophthalmology. 2024. PMID: 38280654
-
Definition development and prevalence of new persistent opioid use following hysterectomy.Am J Obstet Gynecol. 2018 Nov;219(5):486.e1-486.e7. doi: 10.1016/j.ajog.2018.06.010. Epub 2018 Jun 19. Am J Obstet Gynecol. 2018. PMID: 29928864 Free PMC article.
-
Incidence and risk factors of new persistent opioid use after surgery and trauma: A systematic review.BMC Surg. 2024 Jul 16;24(1):210. doi: 10.1186/s12893-024-02494-0. BMC Surg. 2024. PMID: 39014357 Free PMC article.
-
Reducing New Persistent Opioid Use After Surgery: A Review of Interventions.Curr Pain Headache Rep. 2021 Mar 24;25(5):27. doi: 10.1007/s11916-021-00943-6. Curr Pain Headache Rep. 2021. PMID: 33760983 Free PMC article. Review.
Cited by
-
Opioids Prescribing Among Patients with Zoster-Related Pain in Real-Life: A Retrospective, Cohort Study Based on the Clinical Database.J Pain Res. 2023 Nov 8;16:3785-3796. doi: 10.2147/JPR.S430439. eCollection 2023. J Pain Res. 2023. PMID: 38026468 Free PMC article.
-
TFOS lifestyle: Impact of societal challenges on the ocular surface.Ocul Surf. 2023 Apr;28:165-199. doi: 10.1016/j.jtos.2023.04.006. Epub 2023 Apr 14. Ocul Surf. 2023. PMID: 37062429 Free PMC article.
-
Genetic Associations of Persistent Opioid Use After Surgery Point to OPRM1 but Not Other Opioid-Related Loci as the Main Driver of Opioid Use Disorder.Genet Epidemiol. 2025 Jan;49(1):e22588. doi: 10.1002/gepi.22588. Epub 2024 Oct 9. Genet Epidemiol. 2025. PMID: 39385445 Free PMC article.
-
Prolonged opioid use after surgery in children, adolescents, and young adults: a systematic review.Can J Anaesth. 2025 Apr;72(4):579-590. doi: 10.1007/s12630-025-02921-7. Epub 2025 Mar 24. Can J Anaesth. 2025. PMID: 40126793 English.
-
Recent trends in anesthetic agents and techniques for ophthalmic anesthesia.J Anaesthesiol Clin Pharmacol. 2023 Jul-Sep;39(3):343-348. doi: 10.4103/joacp.joacp_555_21. Epub 2022 Jul 13. J Anaesthesiol Clin Pharmacol. 2023. PMID: 38025549 Free PMC article. Review.
References
-
- Rudd RA, Seth P, David F, Scholl L. Increases in Drug and Opioid-Involved Overdose Deaths — United States, 2010–2015. MMWR Morb Mortal Wkly Rep 2016;65:1445–1452. - PubMed
-
- Charlson ES, Feng PW, Bui A, et al.Opioid Prescribing Patterns among American Society of Ophthalmic Plastic and Reconstructive Surgery Members in the Medicare Part D Database. In: Ophthalmic Plastic and Reconstructive Surgery.Vol 35. Lippincott Williams and Wilkins; 2019:360–364. - PubMed
-
- Ung C, Ung R, Yonekawa Y. Opioid Prescribing Patterns Among Retina Specialists in the United States. Ophthalmol Retin 2020. - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical