Abstract
Introduction
Prescription opioids are frequently used for pain management in pregnancy. Studies examining perinatal complications in mothers who received prescription opioids during pregnancy are still limited.
Objectives
The aim of this study was to assess the association of prescription opioid use and maternal pregnancy and obstetric complications.
Methods
This retrospective cohort study with the Rhode Island (RI) Medicaid claims data linked to vital statistics throughout 2008–2015 included pregnant women aged 12–55 years with one or multiple live births. Women were excluded if they had cancer, opioid use disorder, or opioid dispensing prior to but not during pregnancy. Main outcomes included adverse pregnancy and obstetric complications. Marginal Structural Cox Models with time-varying exposure and covariates were applied to control for baseline and time-varying covariates. Analyses were conducted for outcomes that occurred 1 week after opioid exposure (primary) or within the same week as exposure (secondary). Sensitivity studies were conducted to assess the effects of different doses and individual opioids.
Results
Of 9823 eligible mothers, 545 (5.5%) filled one or more prescription opioid during pregnancy. Compared with those unexposed, no significant risk was observed in primary analyses, while in secondary analyses opioid-exposed mothers were associated with an increased risk of cesarean antepartum depression (HR 3.19; 95% CI 1.22–8.33), and cardiac events (HR 9.44; 95% CI 1.19–74.83). In sensitivity analyses, results are more prominent in high dose exposure and are consistent for individual opioids.
Conclusions
Prescription opioid use during pregnancy is associated with an increased risk of maternal complications.
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References
Opioid use and opioid use disorder in pregnancy|ACOG. 2020. https://www.acog.org/clinical/clinical-guidance/committee-opinion/articles/2017/08/opioid-use-and-opioid-use-disorder-in-pregnancy. Accessed 22 Jun 2020.
Wen X, Belviso N, Lebeau R, et al. Prescription opioid use among pregnant women enrolled in Rhode Island Medicaid. R I Med J (2013). 2019;102(6):35–40.
Bateman BT, Hernandez-Diaz S, Rathmell JP, et al. Patterns of opioid utilization in pregnancy in a large cohort of commercial insurance beneficiaries in the United States. Anesthesiology. 2014;120(5):1216–24. https://doi.org/10.1097/ALN.0000000000000172.
Desai RJ, Hernandez-Diaz S, Bateman BT, Huybrechts KF. Increase in prescription opioid use during pregnancy among medicaid-enrolled women. Obstet Gynecol. 2014;123(5):997–1002. https://doi.org/10.1097/AOG.0000000000000208.
Epstein RA, Bobo WV, Martin PR, et al. Increasing pregnancy-related use of prescribed opioid analgesics. Ann Epidemiol. 2013;23(8):498–503. https://doi.org/10.1016/j.annepidem.2013.05.017.
Broussard CS, Rasmussen SA, Reefhuis J, et al. Maternal treatment with opioid analgesics and risk for birth defects. Am J Obstet Gynecol. 2011;204(4):314.e1–11. https://doi.org/10.1016/j.ajog.2010.12.039.
Yazdy MM, Mitchell AA, Tinker SC, Parker SE, Werler MM. Periconceptional use of opioids and the risk of neural tube defects. Obstet Gynecol. 2013;122(4):838–44. https://doi.org/10.1097/AOG.0b013e3182a6643c.
Fishman B, Daniel S, Koren G, Lunenfeld E, Levy A. Pregnancy outcome following opioid exposure: a cohort study. PLoS ONE. 2019;14(7): e0219061. https://doi.org/10.1371/journal.pone.0219061.
Delate T, Hodges M, Swank M, Ota T, Pratt CL. Birth outcomes with prescribed chronic and acute opioid exposure during pregnancy. J Opioid Manag. 2019;15(5):407–15. https://doi.org/10.5055/jom.2019.0529.
Whiteman VE, Salemi JL, Mogos MF, Cain MA, Aliyu MH, Salihu HM. Maternal opioid drug use during pregnancy and its impact on perinatal morbidity, mortality, and the costs of medical care in the United States. J Pregnancy. 2014. https://doi.org/10.1155/2014/906723.
Metz TD, Rovner P, Hoffman MC, Allshouse AA, Beckwith KM, Binswanger IA. Maternal deaths from suicide and overdose in Colorado, 2004–2012. Obstet Gynecol. 2016;128(6):1233–40. https://doi.org/10.1097/AOG.0000000000001695.
Rosoff DB, Smith GD, Lohoff FW. Prescription opioid use and risk for major depressive disorder and anxiety and stress-related disorders. JAMA Psychiat. 2021;78(2):1–10. https://doi.org/10.1001/jamapsychiatry.2020.3554.
Maeda A, Bateman BT, Clancy CR, Creanga AA, Leffert LR. Opioid abuse and dependence during pregnancy: temporal trends and obstetrical outcomes. Anesthesiology. 2014;121(6):1158–65. https://doi.org/10.1097/ALN.0000000000000472.
Kaltenbach K, Berghella V, Finnegan L. Opioid dependence during pregnancy: effects and management. Obstet Gynecol Clin North Am. 1998;25(1):139–51. https://doi.org/10.1016/S0889-8545(05)70362-4.
Medicaid in Rhode Island. 2020; p. 2. https://files.kff.org/attachment/fact-sheet-medicaid-state-RI. Accessed 17 June 2021.
Dowell D, Haegerich TM, Chou R. CDC Guideline for Prescribing Opioids for Chronic Pain—United States, 2016. JAMA. 2016;315(15):1624–1645. https://doi.org/10.1001/jama.2016.1464
Nezvalová-Henriksen K, Spigset O, Nordeng H. Effects of codeine on pregnancy outcome: results from a large population-based cohort study. Eur J Clin Pharmacol. 2011;67(12):1253–61. https://doi.org/10.1007/s00228-011-1069-5.
Ananth CV, Peltier MR, Kinzler WL, Smulian JC, Vintzileos AM. Chronic hypertension and risk of placental abruption: is the association modified by ischemic placental disease? Am J Obstet Gynecol. 2007;197(3):273.e1-273.e7. https://doi.org/10.1016/j.ajog.2007.05.047.
Yanit KE, Snowden JM, Cheng YW, Caughey AB. The impact of chronic hypertension and pregestational diabetes on pregnancy outcomes. Am J Obstet Gynecol. 2012;207(4):333.e1-6. https://doi.org/10.1016/j.ajog.2012.06.066.
Borthen I. Obstetrical complications in women with epilepsy. Seizure. 2015;28:32–4. https://doi.org/10.1016/j.seizure.2015.02.018.
Dubovicky M, Belovicova K, Csatlosova K, Bogi E. Risks of using SSRI/SNRI antidepressants during pregnancy and lactation. Interdiscip Toxicol. 2017;10(1):30–4. https://doi.org/10.1515/intox-2017-0004.
Hernán MA, Brumback B, Robins JM. Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology. 2000;11(5):561–70. https://doi.org/10.1097/00001648-200009000-00012.
Hernán MA, Brumback B, Robins JM. Marginal structural models to estimate the joint causal effect of nonrandomized treatments. J Am Stat Assoc. 2001;96(454):440–448. https://doi.org/10.1198/016214501753168154
Choi HK, Hernán MA, Seeger JD, Robins JM, Wolfe F. Methotrexate and mortality in patients with rheumatoid arthritis: a prospective study. Lancet. 2002;359(9313):1173–7. https://doi.org/10.1016/S0140-6736(02)08213-2.
Cook NR, Cole SR, Hennekens CH. Use of a marginal structural model to determine the effect of aspirin on cardiovascular mortality in the Physicians’ Health Study. Am J Epidemiol. 2002;155(11):1045–53. https://doi.org/10.1093/aje/155.11.1045.
Faillie J-L. Indication bias or protopathic bias? Br J Clin Pharmacol. 2015;80(4):779–80. https://doi.org/10.1111/bcp.12705.
Patrick SW, Dudley J, Martin PR, et al. Prescription opioid epidemic and infant outcomes. Pediatrics. 2015. https://doi.org/10.1542/peds.2014-3299.
Tamim H, Monfared AAT, LeLorier J. Application of lag-time into exposure definitions to control for protopathic bias. Pharmacoepidemiol Drug Saf. 2007;16(3):250–8. https://doi.org/10.1002/pds.1360.
Sachinidis A. Cardiotoxicity and heart failure: lessons from human-induced pluripotent stem cell-derived cardiomyocytes and anticancer drugs. Cells. 2020;9:4. https://doi.org/10.3390/cells9041001.
The ASAM. National practice guideline for the treatment of opioid use disorder: 2020 focused update. J Addict Med. 2020;14(2S):1–91. https://doi.org/10.1097/ADM.0000000000000633.
Raymond BL, Kook BT, Richardson MG. The opioid epidemic and pregnancy: implications for anesthetic care. Curr Opin Anesthesiol. 2018;31(3):243–50. https://doi.org/10.1097/ACO.0000000000000590.
Keikha F, Vahdani FG, Latifi S. The effects of maternal opium abuse on fetal heart rate using non-stress test. Iran J Med Sci. 2016;41(6):479–85.
Bell J, Towers CV, Hennessy MD, Heitzman C, Smith B, Chattin K. Detoxification from opiate drugs during pregnancy. Am J Obstet Gynecol. 2016;215(3):374.e1-374.e6. https://doi.org/10.1016/j.ajog.2016.03.015.
Hooten WM, Shi Y, Gazelka HM, Warner DO. The effects of depression and smoking on pain severity and opioid use in patients with chronic pain. Pain. 2011;152(1):223–9. https://doi.org/10.1016/j.pain.2010.10.045.
Bär K-J, Brehm S, Boettger MK, Boettger S, Wagner G, Sauer H. Pain perception in major depression depends on pain modality. Pain. 2005;117(1–2):97–103. https://doi.org/10.1016/j.pain.2005.05.016.
de Souza JB, Potvin S, Goffaux P, Charest J, Marchand S. The deficit of pain inhibition in fibromyalgia is more pronounced in patients with comorbid depressive symptoms. Clin J Pain. 2009;25(2):123–7. https://doi.org/10.1097/AJP.0b013e318183cfa4.
Wasan AD, Davar G, Jamison R. The association between negative affect and opioid analgesia in patients with discogenic low back pain. Pain. 2005;117(3):450–61. https://doi.org/10.1016/j.pain.2005.08.006.
Wasan AD, Kaptchuk TJ, Davar G, Jamison RN. The association between psychopathology and placebo analgesia in patients with discogenic low back pain. Pain Med. 2006;7(3):217–28. https://doi.org/10.1111/j.1526-4637.2006.00154.x.
Currie SR, Wang J. More data on major depression as an antecedent risk factor for first onset of chronic back pain. Psychol Med. 2005;35(9):1275–82. https://doi.org/10.1017/S0033291705004952.
Scherrer JF, Salas J, Lustman PJ, Burge S, Schneider FD. Change in opioid dose and change in depression in a longitudinal primary care patient cohort. Pain. 2015;156(2):348–55. https://doi.org/10.1097/01.j.pain.0000460316.58110.a0.
Scherrer JF, Salas J, Copeland LA, et al. Prescription opioid duration, dose, and increased risk of depression in 3 large patient populations. Ann Fam Med. 2016;14(1):54–62. https://doi.org/10.1370/afm.1885.
King S. Depression, opioid analgesics, and pregnancy: what we know and what we don’t. Patient care online. 2020. https://www.patientcareonline.com/view/depression-opioid-analgesics-and-pregnancy-what-we-know-and-what-we-dont. Accessed 15 Jul 2020.
Ghaheh HS, Feizi A, Mousavi M, Sohrabi D, Mesghari L, Hosseini Z. Risk factors of placental abruption. J Res Med Sci. 2013;18(5):422–6.
Maeda A, Creanga AA. Opioid abuse and dependence during pregnancy. Perioperative Med. 2020;2020:8.
Salari Z, Mirzaie F, Mehran M. Evaluation of relationship between opioid addiction and placental abruption. Avicenna J Clin Med. 2007;14(1):39–43.
Bhuvaneswar CG, Chang G, Epstein LA, Stern TA. Cocaine and opioid use during pregnancy: prevalence and management. Prim Care Companion J Clin Psychiatry. 2008;10(1):59–65.
Minnes S, Lang A, Singer L. Prenatal tobacco, marijuana, stimulant, and opiate exposure: outcomes and practice implications. Addict Sci Clin Pract. 2011;6(1):57–70.
Goler NC, Armstrong MA, Taillac CJ, Osejo VM. Substance abuse treatment linked with prenatal visits improves perinatal outcomes: a new standard. J Perinatol. 2008;28(9):597–603. https://doi.org/10.1038/jp.2008.70.
Salihu HM, Salemi JL, Aggarwal A, et al. Opioid drug use and acute cardiac events among pregnant women in the United States. Am J Med. 2018;131(1):64-71.e1. https://doi.org/10.1016/j.amjmed.2017.07.023.
Chen A, Ashburn MA. Cardiac effects of opioid therapy. Pain Med. 2015;16(suppl_1):S27–31. https://doi.org/10.1111/pme.12915.
Pattinson KTS. Opioids and the control of respiration. Br J Anaesth. 2008;100(6):747–58. https://doi.org/10.1093/bja/aen094.
Sudhakaran S, Surani SS, Surani SR. Prolonged ventricular asystole: a rare adverse effect of hydrocodone use. Am J Case Rep. 2014;15:450–3. https://doi.org/10.12659/AJCR.891214.
Fareed A, Patil D, Scheinberg K, et al. Comparison of QTc interval prolongation for patients in methadone versus buprenorphine maintenance treatment: a 5-year follow-up. J Addict Dis. 2013;32(3):244–51. https://doi.org/10.1080/10550887.2013.824333.
Bogen DL, Hanusa BH, Perel JM, Sherman F, Mendelson MA, Wisner KL. Corrected QT interval and methadone dose and concentrations in pregnant and postpartum women. J Clin Psychiatry. 2017;78(8):e1013–9. https://doi.org/10.4088/JCP.16m11318.
Behzadi M, Joukar S, Beik A. Opioids and cardiac arrhythmia: a literature review. MPP. 2018;27(5):401–14. https://doi.org/10.1159/000492616.
Marteau D, McDonald R, Patel K. The relative risk of fatal poisoning by methadone or buprenorphine within the wider population of England and Wales. BMJ Open. 2015;5(5): e007629. https://doi.org/10.1136/bmjopen-2015-007629.
Mittleman-Murray A, Lewis-Rebecca A, Maclure M, Sherwood-Jane B, Muller-James E. Triggering myocardial infarction by marijuana. Circulation. 2001;103(23):2805–9. https://doi.org/10.1161/01.CIR.103.23.2805.
Vozoris NT, Wang X, Austin PC, et al. Adverse cardiac events associated with incident opioid drug use among older adults with COPD. Eur J Clin Pharmacol. 2017;73(10):1287–95. https://doi.org/10.1007/s00228-017-2278-3.
Frid AA, Matthews EJ. Prediction of drug-related cardiac adverse effects in humans-B: use of QSAR programs for early detection of drug-induced cardiac toxicities. Regul Toxicol Pharmacol. 2010;56(3):276–89. https://doi.org/10.1016/j.yrtph.2009.11.005.
Sujan AC, Quinn PD, Rickert ME, et al. Maternal prescribed opioid analgesic use during pregnancy and associations with adverse birth outcomes: a population-based study. PLoS Med. 2019;16(12): e1002980. https://doi.org/10.1371/journal.pmed.1002980.
Azuine RE, Ji Y, Chang H-Y, et al. Prenatal risk factors and perinatal and postnatal outcomes associated with maternal opioid exposure in an urban, low-income, multiethnic US population. JAMA Netw Open. 2019;2(6): e196405. https://doi.org/10.1001/jamanetworkopen.2019.6405.
Robins JM, Hernán MÁ, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000;11(5):550–60. https://doi.org/10.1097/00001648-200009000-00011.
Cole SR, Frangakis CE. The consistency statement in causal inference: a definition or an assumption? Epidemiology. 2009;20(1):3–5. https://doi.org/10.1097/EDE.0b013e31818ef366.
Westreich D, Cole SR. Invited commentary: positivity in practice. Am J Epidemiol. 2010;171(6):674–677. https://doi.org/10.1093/aje/kwp436.
Ray-Griffith SL, Wendel MP, Stowe ZN, Magann EF. Chronic pain during pregnancy: a review of the literature. Int J Womens Health. 2018;10:153–64. https://doi.org/10.2147/IJWH.S151845.
Warning Signs During Pregnancy. Stanford Children’s Health. 2020. https://www.stanfordchildrens.org/en/topic/default?id=warning-signs-during-pregnancy-85-P01199. Accessed 24 July 2020.
Back Pain During Pregnancy. 2020. https://www.acog.org/en/PatientResources/FAQs/Pregnancy/BackPainDuringPregnancy. Accessed 24 Jul 2020.
Acknowledgements
We thank the Rhode Island Department of Health and the Executive Office of Health and Human Services for providing the data access. Samara VinerBrown, MS, and William Arias, MPH, provided comments on the clarification of study population. Samara VinerBrown, MS, William Arias, MPH, and Ellen Amore, MS in the Center for Health Data & Analysis, Rhode Island Department of Health, and Dr Rebecca Lebeau’s team in Rhode Island Executive Office of Human and Health Services provided data linkage, data cleaning, and data preparation. No financial compensation was provided.
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The study is funded by grants from the National Institute of Health (NIH)/National Institute of Child Health and Human Development (NIH/NICHD Grant number: 1R15HD097588-01; Principal Investigator: Xuerong Wen). The funding source had no role in the design and conduct of the study; collection, management, analysis, or interpretation of the data; preparation, review, or approval of the manuscript; or the decision to submit the manuscript for publication.
Conflicts of interest/Competing interests
Dr Meador has received research support from the National Institutes of Health and Sunovion Pharmaceuticals, and travel support from UCB Pharma. The Epilepsy Study Consortium pays Dr Meador’s university for his research consultant time related to Eisai, GW Pharmaceuticals, NeuroPace, Novartis, Supernus, Upsher-Smith Laboratories, and UCB Pharma. Other authors, XW, SW, AKL, KEW, and ECB have no conflicts of interests to declare.
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The study data was linked and deidentified by the RI DOH and RI EOHHS. The deidentified data was released to Dr Wen’s research team as per the Data Utilization Agreement.
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This study was considered exempt by the RI DOH IRB and URI IRB.
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Dr Xuerong had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis. Concept and design: Wen, Meador, Wang. Acquisition, analysis, or interpretation of data: Wen, Wang. Drafting of the manuscript: Wen, Wang, Meador, Lewkowitz. Critical revision of the manuscript for important intellectual content: All authors. Statistical analysis: Wang. Clinical, technical, or material support: Lewkowitz, Ward, Brousseau. Supervision: Wen, Meador. All authors read and approved the final version.
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Wen, X., Wang, S., Lewkowitz, A.K. et al. Maternal Complications and Prescription Opioid Exposure During Pregnancy: Using Marginal Structural Models. Drug Saf 44, 1297–1309 (2021). https://doi.org/10.1007/s40264-021-01115-6
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DOI: https://doi.org/10.1007/s40264-021-01115-6