Invited Commentary: A Novel Strategy for Addressing Unmeasured Confounding When Comparing Opioid Agonist Therapies in
1Department of Clinical Analytics, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.
Abstract:
Opioid addiction in pregnancy is a growing concern that has recently received a great deal of attention. When comparing recommended opioid agonist therapies, many currently published studies guiding practice may have been affected by unmeasured confounding by indication. Populations of women who receive methadone are generally different from those treated with buprenorphine. Women treated with methadone frequently have more severe and uncontrolled addiction than buprenorphine-treated patients; however, these factors are typically unmeasured or unavailable in large observational data sets. Consequently, findings of superior perinatal outcomes with buprenorphine may in truth be a result of an overall healthier profile of women taking this medication. In this issue of the Journal, Brogly et al. (Am J Epidemiol. 2018;187(6):1153-1161) describe an approach utilizing detailed data from an external cohort (n = 113) to account for confounding by indication in a larger Medicaid population (n = 1,020) in order to more accurately compare opioid agonist therapies in pregnancy. They found that the decreases in risk of preterm birth and length of infant hospitalization associated with buprenorphine as compared with methadone were attenuated after accounting for the additional confounding. Brogly et al. should be commended for providing a novel method with which to address this bias in future studies.
More Related Videos
10:17High-throughput and Comprehensive Drug Surveillance Using Multisegment Injection-Capillary Electrophoresis-Mass Spectrometry
Published on: April 23, 2019
09:29Investigating Drivers of Antireward in Addiction Behavior with Anatomically Specific Single-Cell Gene Expression Methods
Published on: August 4, 2022
Related Concept Videos
Opioid Analgesics: Synthetic and Semisynthetic Opioids
Analgesia and Pain Management
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Opioid Analgesics: Morphine and Other Natural Cogeners
Agonism and Antagonism: Quantification
To quantify these effects, researchers use a dose-response curve, which provides valuable information about the potency and efficacy of a drug. Potency refers to...
Drug-Receptor Interaction: Agonist
Agonists can bind to receptors in different ways. Some agonists bind directly to the receptor's active site, mimicking the endogenous...
