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The Influence of Mediators on the Relationship Between Antenatal Opioid Agonist Exposure and the Severity of Neonatal Opioid Withdrawal Syndrome

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Abstract

Objectives

(1) To evaluate the direct (un-mediated) and indirect (mediated) relationship between antenatal exposure to opioid agonist medication as treatment for opioid use disorder (MOUD) and the severity of neonatal opioid withdrawal syndrome (NOWS), and (2) to understand the degree to which mediating factors influence the direct relationship between MOUD exposure and NOWS severity.

Methods

This cross-sectional study includes data abstracted from the medical records of 1294 opioid-exposed infants (859 MOUD exposed and 435 non-MOUD exposed) born at or admitted to one of 30 US hospitals from July 1, 2016, to June 30, 2017. Regression models and mediation analyses were used to evaluate the relationship between MOUD exposure and NOWS severity (i.e., infant pharmacologic treatment and length of newborn hospital stay (LOS)) to identify potential mediators of this relationship in analyses adjusted for confounding factors.

Results

A direct (un-mediated) association was found between antenatal exposure to MOUD and both pharmacologic treatment for NOWS (aOR 2.34; 95%CI 1.74, 3.14) and an increase in LOS (1.73 days; 95%CI 0.49, 2.98). Delivery of adequate prenatal care and a reduction in polysubstance exposure were mediators of the relationship between MOUD and NOWS severity and as thus, were indirectly associated with a decrease in both pharmacologic treatment for NOWS and LOS.

Conclusions for Practice

MOUD exposure is directly associated with NOWS severity. Prenatal care and polysubstance exposure are potential mediators in this relationship. These mediating factors may be targeted to reduce the severity of NOWS while maintaining the important benefits of MOUD during pregnancy.

Significance

What is already known on this subject? The use of MOUD during pregnancy improves fetal outcomes, while antenatal exposure to MOUD increases the risk of NOWS. The severity of NOWS is influenced by MOUD type, co-exposures, adequacy of prenatal care, and the infant’s gestational age.

What this study adds? This study identifies factors that mediate the direct influence of antenatal MOUD exposure on the severity of NOWS and quantifies the degree to which this mediation influences outcomes in a large and geographically diverse population. Thus, providing clinicians with potential targets to improve care for this vulnerable population.

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Data Availability

The dataset supporting the conclusions of this article are available by request to the Corresponding Author through a data use agreement. A deidentified dataset including the majority of these data is available via the NICHD DASH portal.

Code Availability

Not applicable.

Abbreviations

ACT NOW:

Advancing Clinical Trials in Neonatal Opioid Withdrawal Syndrome

APC:

Adequate prenatal care

aOR:

Adjusted odds ratio

CI:

Confidence interval

CE:

Current experience

ECHO:

Environmental influences on Child Health Outcomes

GA:

Gestational age

HEAL:

Helping to End Addiction Long-term

IRB:

Institutional Review Board

ISPCTN:

IDeA States Pediatric Clinical Trials Network

LOS:

Length of stay

MOUD:

Medication for opioid use disorder

NICHD:

Eunice Kennedy Shriver National Institute of Child Health and Human Development

NIH:

National Institutes of Health

NOWS:

Neonatal opioid withdrawal syndrome

NRN:

Neonatal Research Network

OR:

Odds ratio

OUD:

Opioid use disorder

RUCA:

Rural–urban commuting area

SD:

Standard deviation

STROBE:

Strengthening the reporting of observational studies in epidemiology

References

  • American College of Obstetrics and Gynecologists. (2017). ACOG Committee Opinion No. 711: Opioid use and opioid use disorder in pregnancy. Obstetrics & Gynecology, 130(2), e81–e94. https://doi.org/10.1097/AOG.0000000000002235

    Article  Google Scholar 

  • Coyle, M. G., Brogly, S. B., Ahmed, M. S., Patrick, S. W., & Jones, H. E. (2018). Neonatal abstinence syndrome. Nature Reviews Disease Primers, 4(1), 47. https://doi.org/10.1038/s41572-018-0045-0

    Article  PubMed  Google Scholar 

  • Ecker, J., Abuhamad, A., Hill, W., Bailit, J., Bateman, B. T., Berghella, V., Blake-Lamb, T., Guille, C., Landau, R., Minkoff, H., Prabhu, M., Rosenthal, E., Terplan, M., Wright, T. E., & Yonkers, K. A. (2019). Substance use disorders in pregnancy: Clinical, ethical, and research imperatives of the opioid epidemic: A report of a joint workshop of the Society for Maternal-Fetal Medicine, American College of Obstetricians and Gynecologists, and American Society of Addiction Medicine. American Journal of Obstetrics and Gynecology, 221(1), B5–B28. https://doi.org/10.1016/j.ajog.2019.03.022

    Article  PubMed  Google Scholar 

  • Eunice Kennedy Shriver National Institute of Child Health and Human Development, Neonatal Research Network. (2017). Survey of Morbidity and Mortality Among High Risk Preterm Infants (GDB). Retrieved from https://neonatal.rti.org/pdf/GDBPublic/Public_GDB_Manual.pdf

  • Grossman, M. R., Lipshaw, M. J., Osborn, R. R., & Berkwitt, A. K. (2018). A novel approach to assessing infants with Neonatal Abstinence Syndrome. Hospital Pediatrics, 8(1), 1–6. https://doi.org/10.1542/hpeds.2017-0128

    Article  PubMed  Google Scholar 

  • Haight, S. C., Ko, J. Y., Tong, V. T., Bohm, M. K., & Callaghan, W. M. (2018). Opioid use disorder documented at delivery hospitalization—United States, 1999–2014. Morbidity and Mortality Weekly Report, 67(31), 845–849. https://doi.org/10.15585/mmwr.mm6731a1

    Article  PubMed  PubMed Central  Google Scholar 

  • Huybrechts, K. F., Bateman, B. T., Desai, R. J., Hernandez-Diaz, S., Rough, K., Mogun, H., Kerzner, L. S., Davis, J. M., Stover, M., Bartels, D., Cottral, J., & Patorno, E. (2017). Risk of neonatal drug withdrawal after intrauterine co-exposure to opioids and psychotropic medications: Cohort study. BMJ, 358, j3326. https://doi.org/10.1136/bmj.j3326

    Article  PubMed  PubMed Central  Google Scholar 

  • Hwang, S. S., Weikel, B., Adams, J., Bourque, S. L., Cabrera, J., Griffith, N., Hall, A. M., Scott, J., Smith, D., Wheeler, C., Woodard, J., & Wymore, E. (2020). The Colorado Hospitals substance exposed newborn quality improvement collaborative: Standardization of care for opioid-exposed newborns shortens length of stay and reduces number of infants requiring opiate therapy. Hospital Pediatrics, 10(9), 783–791. https://doi.org/10.1542/hpeds.2020-0032

    Article  PubMed  PubMed Central  Google Scholar 

  • Jansson, L. M., Di Pietro, J. A., Elko, A., Williams, E. L., Milio, L., & Velez, M. (2012). Pregnancies exposed to methadone, methadone and other illicit substances, and poly-drugs without methadone: A comparison of fetal neurobehaviors and infant outcomes. Drug and Alcohol Dependence, 122(3), 213–219. https://doi.org/10.1016/j.drugalcdep.2011.10.003

    Article  CAS  PubMed  Google Scholar 

  • Jones, H. E., Kaltenbach, K., Heil, S. H., Stine, S. M., Coyle, M. G., Arria, A. M., O’Grady, K. E., Selby, P., Martin, P. R., & Fischer, G. (2010). Neonatal abstinence syndrome after methadone or buprenorphine exposure. The New England Journal of Medicine, 363(24), 2320–2331. https://doi.org/10.1056/NEJMoa1005359

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jones, H. E., Heil, S. H., Baewert, A., Arria, A. M., Kaltenbach, K., Martin, P. R., Coyle, M. G., Selby, P., Stine, S. M., & Fischer, G. (2012). Buprenorphine treatment of opioid-dependent pregnant women: A comprehensive review. Addiction, 107(Suppl 1), 5–27. https://doi.org/10.1111/j.1360-0443.2012.04035.x

    Article  PubMed  PubMed Central  Google Scholar 

  • Krans, E. E., Kim, J. Y., Chen, Q., Rothenberger, S. D., James, A. E., III., Kelley, D., & Jarlenski, M. P. (2021). Outcomes associated with the use of medications for opioid use disorder during pregnancy. Addiction, 116(12), 3504–3514. https://doi.org/10.1111/add.15582

    Article  PubMed  PubMed Central  Google Scholar 

  • Kreek, M. J., Bart, G., Lilly, C., LaForge, K. S., & Nielsen, D. A. (2005). Pharmacogenetics and human molecular genetics of opiate and cocaine addictions and their treatments. Pharmacological Reviews, 57(1), 1–26. https://doi.org/10.1124/pr.57.1.1

    Article  CAS  PubMed  Google Scholar 

  • Lacroix, I., Berrebi, A., Garipuy, D., Schmitt, L., Hammou, Y., Chaumerliac, C., Lapeyre-Mestre, M., Montastruc, J. L., & Damase-Michel, C. (2011). Buprenorphine versus methadone in pregnant opioid-dependent women: A prospective multicenter study. European Journal of Clinical Pharmacology, 67(10), 1053–1059. https://doi.org/10.1007/s00228-011-1049-9

    Article  CAS  PubMed  Google Scholar 

  • Lee, H., Herbert, R. D., & McAuley, J. H. (2019). Mediation analysis. JAMA, 321(7), 697–698. https://doi.org/10.1001/jama.2018.21973

    Article  PubMed  Google Scholar 

  • Ludlow, J. P., Evans, S. F., & Hulse, G. (2004). Obstetric and perinatal outcomes in pregnancies associated with illicit substance abuse. The Australian and New Zealand Journal of Obstetrics and Gynaecology, 44(4), 302–306. https://doi.org/10.1111/j.1479-828X.2004.00221.x

    Article  PubMed  Google Scholar 

  • Lynch, C. D., & Prasad, M. R. (2018). Causal analysis in evaluating complex health interventions: Identifying the optimal treatment for opioid abuse in pregnancy. Paediatric and Perinatal Epidemiology, 32(2), 223–224. https://doi.org/10.1111/ppe.12464

    Article  PubMed  Google Scholar 

  • Mackinnon, D. P., & Dwyer, J. H. (1993). Estimating mediated effects in prevention studies. Evaluation Review, 17(2), 144–158. https://doi.org/10.1177/0193841X9301700202

    Article  Google Scholar 

  • Mascha, E. J., Dalton, J. E., Kurz, A., & Saager, L. (2013). Understanding the mechanism: Mediation analysis in randomized and nonrandomized studies. Anesthesia & Analgesia, 117(4), 980–994. https://doi.org/10.1213/ANE.0b013e3182a44cb9

    Article  Google Scholar 

  • Minozzi, S., Amato, L., Bellisario, C., Ferri, M., & Davoli, M. (2013). Maintenance agonist treatments for opiate-dependent pregnant women. Cochrane Database of Systematic Reviews. https://doi.org/10.1002/14651858.CD006318.pub3

    Article  PubMed  PubMed Central  Google Scholar 

  • National Center for Complementary and Integrative Health. (2015). Racial and Ethnic Categories and Definitions for NIH Diversity Programs and for Other Reporting Purposes. Retrieved from https://grants.nih.gov/grants/guide/notice-files/NOT-OD-15-089.html. Accessed Jan 3, 2022

  • Parikh, A., Gopalakrishnan, M., Azeem, A., Booth, A., & El-Metwally, D. (2019). Racial association and pharmacotherapy in neonatal opioid withdrawal syndrome. Journal of Perinatology, 39(10), 1370–1376. https://doi.org/10.1038/s41372-019-0440-8

    Article  CAS  PubMed  Google Scholar 

  • Patrick, S. W., Barfield, W. D., Poindexter, B. B., Committee on Fetus and Newborn, Committee on Substance Use and Prevention, Cummings, J., Hand, I., Adams-Chapman, I., Aucott, S. W., Puopolo, K. M., Goldsmith, J. P., Kaufman, D., Martin, C., Mowitz, M., Gonzalez, L., Camenga, D. R., Quigley, J., Ryan, S. A., & Walker-Harding, L. (2020). Neonatal Opioid Withdrawal Syndrome. Pediatrics. https://doi.org/10.1542/peds.2020-029074

    Article  PubMed  Google Scholar 

  • Reddy, U. M., Davis, J. M., Ren, Z., & Greene, M. F. (2017). Opioid Use in pregnancy, neonatal abstinence syndrome, and childhood outcomes: Executive Summary of a Joint Workshop by the Eunice Kennedy Shriver National Institute of Child Health and Human Development, American College of Obstetricians and Gynecologists, American Academy of Pediatrics, Society for Maternal-Fetal Medicine, Centers for Disease Control and Prevention, and the March of Dimes Foundation. Obstetrics & Gynecology, 130(1), 10–28. https://doi.org/10.1097/AOG.0000000000002054. Accessed Jan 3, 2022

    Article  Google Scholar 

  • Sanlorenzo, L. A., Cooper, W. O., Dudley, J. A., Stratton, S., Maalouf, F. I., & Patrick, S. W. (2019). Increased severity of neonatal abstinence syndrome associated with concomitant antenatal opioid and benzodiazepine exposure. Hospital Pediatrics, 9(8), 569–575. https://doi.org/10.1542/hpeds.2018-0227

    Article  PubMed  PubMed Central  Google Scholar 

  • Smirk, C. L., Bowman, E., Doyle, L. W., & Kamlin, C. O. (2014). How long should infants at risk of drug withdrawal be monitored after birth? Journal of Paediatrics and Child Health, 50(5), 352–355. https://doi.org/10.1111/jpc.12513

    Article  PubMed  Google Scholar 

  • Tolia, V. N., Murthy, K., Bennett, M. M., Miller, E. S., Benjamin, D. K., Smith, P. B., & Clark, R. H. (2018). Antenatal methadone vs buprenorphine exposure and length of hospital stay in infants admitted to the intensive care unit with neonatal abstinence syndrome. Journal of Perinatology, 38(1), 75–79. https://doi.org/10.1038/jp.2017.157

    Article  CAS  PubMed  Google Scholar 

  • United States Department of Agriculture Economic Research Service. (2019). Rural-Urban Commuting Area (RUCA) Codes. Retrieved from https://www.ers.usda.gov/data-products/rural-urban-commuting-area-codes/documentation/. Accessed Jan 3, 2022

  • Villapiano, N. L., Winkelman, T. N., Kozhimannil, K. B., Davis, M. M., & Patrick, S. W. (2017). Rural and urban differences in neonatal abstinence syndrome and maternal opioid use, 2004 to 2013. JAMA Pediatrics, 171(2), 194–196. https://doi.org/10.1001/jamapediatrics.2016.3750

    Article  PubMed  Google Scholar 

  • Wachman, E. M., Grossman, M., Schiff, D. M., Philipp, B. L., Minear, S., Hutton, E., Saia, K., Nikita, F., Khattab, A., Nolin, A., Alvarez, C., Barry, K., Combs, G., Stickney, D., Driscoll, J., Humphreys, R., Burke, J., Farrell, C., Shrestha, H., & Whalen, B. L. (2018). Quality improvement initiative to improve inpatient outcomes for Neonatal Abstinence Syndrome. Journal of Perinatology, 38, 1114–1122. https://doi.org/10.1038/s41372-018-0109-8

    Article  PubMed  Google Scholar 

  • Wachman, E. M., Newby, P. K., Vreeland, J., Byun, J., Bonzagni, A., Bauchner, H., & Philipp, B. L. (2011). The relationship between maternal opioid agonists and psychiatric medications on length of hospitalization for neonatal abstinence syndrome. Journal of Addiction Medicine, 5(4), 293–299. https://doi.org/10.1097/ADM.0b013e3182266a3a

    Article  CAS  PubMed  Google Scholar 

  • Whiteman, V. E., Salemi, J. L., Mogos, M. F., Cain, M. A., Aliyu, M. H., & Salihu, H. M. (2014). Maternal opioid drug use during pregnancy and its impact on perinatal morbidity, mortality, and the costs of medical care in the United States. Journal of Pregnancy, 2014, 906723. https://doi.org/10.1155/2014/906723

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Winer, E. S., Cervone, D., Bryant, J., McKinney, C., Liu, R. T., & Nadorff, M. R. (2016). Distinguishing mediational models and analyses in clinical psychology: Atemporal associations do not imply causation. Journal of Clinical Psychology, 72(9), 947–955. https://doi.org/10.1002/jclp.22298

    Article  PubMed  Google Scholar 

  • Young, L. W., Hu, Z., Annett, R. D., Das, A., Fuller, J. F., Higgins, R. D., Lester, B. M., Merhar, S. L., Simon, A. E., Ounpraseuth, S., Smith, P. B., Crawford, M. M., Atz, A. M., Cottrell, L. E., Czynski, A. J., Newman, S., Paul, D. A., Sanchez, P. J., Semmens, E. O., …, Devlin, L. A. (2021). Site-level variation in the characteristics and care of infants with Neonatal Opioid Withdrawal. Pediatrics. https://doi.org/10.1542/peds.2020-008839

  • Zozus, M. N., Young, L. W., Simon, A. E., Garza, M., Lawrence, L., Ounpraseuth, S. T., Bledsoe, M., Newman-Norlund, S., Jarvis, J. D., McNally, M., Harris, K. R., McCulloh, R., Aikman, R., Cox, S., Malloch, L., Walden, A., Snowden, J., Chedjieu, I. M., Wicker, C. A., …, Devlin, L. A. (2019). Training as an intervention to decrease medical record abstraction errors multicenter studies. Studies in Health Technology and Informatics, 257, 526–539.

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Acknowledgements

The NIH, the NICHD, and the National Center for Advancing Translational Sciences (NCATS) provided support for the NRN. The NIH, Office of the Director, ECHO program provided support for the ISPCTN. We are indebted to our medical and nursing colleagues from the ISPCTN and NRN who participated in this study detailed in Online Resource 8.

Funding

This manuscript is the product of work from the NICHD Neonatal Research Network and the ECHO IDeA States Pediatric Clinical Trials Network. Both networks are cooperative agreements with the NIH. Only NIH staff listed as authors have contributed to this manuscript. This research was supported through the NIH HEAL Initiative under award numbers: U10 HD36790, U10 HD53089, U10 HD27904, U24OD024957, U2COD023375, UG1 HD21364, UG1 HD27853, UG1 HD68278, UG1OD024942, UG1OD024943, UG1OD024944, UG1OD024945, UG1OD024946, UG1OD024947, UG1OD024948, UG1OD024949, UG1OD024950, UG1OD024951, UG1OD024952, UG1OD024953, UG1OD024954, UG1OD024955, UG1OD024956, UG1OD024958, UG1OD024959, UL1 TR41. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH.

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LAD: contributed to the design, methodology, investigation, writing and drafting of the initial manuscript and additional editing, ZH: contributed to the methodology, formal analysis, writing and drafting of the initial manuscript and additional editing, SO: contributed to the methodology, formal analysis, writing and drafting of the initial manuscript and additional editing, AES: contributed to the design, methodology, writing and drafting of the initial manuscript and additional editing, RDA: investigation, review and editing of the manuscript, AD: contributed to the design, methodology, writing and drafting of the initial manuscript and additional editing, JFF: investigation, review and editing of the manuscript, RDH: contributed to the design, methodology, writing and drafting of the initial manuscript and additional editing, SLM: contributed to the design, methodology, writing and drafting of the initial manuscript and additional editing, PBS: contributed to the design, methodology, writing and drafting of the initial manuscript and additional editing, MMC: investigation and review and editing of the manuscript, LEC: investigation and review and editing of the manuscript, AJC: investigation and review and editing of the manuscript, SN: investigation and review and editing of the manuscript, DAP: investigation and review and editing of the manuscript, PJS: investigation and review and editing of the manuscript, EOS: investigation and review and editing of the manuscript, MCS: investigation and review and editing of the manuscript, BLW: design, methodology, writing and drafting of the initial manuscript and additional editing, JNS: design, methodology, investigation, writing and drafting of the initial manuscript and additional editing, LWY: contributed to the design, methodology, investigation, writing and drafting of the initial manuscript and additional editing. All authors gave approval for the version of the manuscript that was submitted and agree to be accountable for all aspects of the work.

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Correspondence to Lori A. Devlin.

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Conflict of interest

The authors have no conflicts of interest to disclose. While NICHD and NIH ECHO staff had input into the study design, conduct, analysis, and manuscript drafting, the comments and views of the authors do not necessarily represent the views of NICHD or the ECHO program, the National Institutes of Health, the Department of Health and Human Services, or the US Government.

Ethical Approval

A central Institutional Review Board (IRB) at the University of Arkansas for Medical Sciences approved this chart review study under a waiver of consent and parental permission.

Consent to Participate

This study was IRB approved under wavier of consent. All study data are presented as a conglomerate and no individual participant data is included in this work.

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Devlin, L.A., Hu, Z., Ounpraseuth, S. et al. The Influence of Mediators on the Relationship Between Antenatal Opioid Agonist Exposure and the Severity of Neonatal Opioid Withdrawal Syndrome. Matern Child Health J 27, 1030–1042 (2023). https://doi.org/10.1007/s10995-022-03521-3

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