Opioid Analgesic Initiation During Pregnancy and the Risk of Adverse Maternal and Neonatal Outcomes: A Target Trial Emulation
Varney, B.; Gillies, M. B.; Huybrechts, K. F.; Hernandez-Diaz, S.; Pearson, S.-A.; Shand, A.; Tran, D.; Brett, J.; Camacho, X.; Bruno, C.; Zoega, H.; Havard, A.
Show abstract
Summary Background We used sequential target trial emulation (TTE) to examine associations between opioid analgesic initiation and adverse maternal and neonatal outcomes while accounting for gestational timing, time at risk, and potential confounding. Methods Using the Early Life Course platform, comprising linked population-based data for births in New South Wales, Australia (2013-2019), we emulated a new trial at each gestational week, comparing women who initiated a prescribed opioid analgesic with eligible non-initiators. Baseline covariates were balanced using inverse probability weighting. Weighted logistic regression estimated odds ratios (ORs) for neonatal outcomes, postpartum haemorrhage, and severe maternal morbidity. Pooled logistic regression estimated hazard ratios (HRs) for other maternal outcomes, combined across gestational weeks using fixed-effects meta-analysis. Sensitivity analyses assessed unmeasured confounding, exposure misclassification, and potential reverse causation. Findings Among 511,357 pregnancies, over 80% of opioid initiators received only one dispensing. Opioid initiation was not associated with increased risks of placental abruption (HR 0.94, 95% CI 0.75-1.16), severe maternal morbidity (OR 1.05, 0.97-1.11), postpartum haemorrhage (OR 0.98, 0.95-1.02), low Apgar score (OR 0.99, 0.87-1.08), small for gestational age (OR 0.90, 0.85-0.95), or neonatal abstinence syndrome (OR 0.98, 0.72-1.30). Risks were elevated for PPROM (HR 1.10, 0.98-1.23), preterm birth (HR 1.26, 1.19-1.33), severe neonatal morbidity (OR 1.08, 1.02-1.17), and perinatal death (OR 1.29, 1.10-1.52). Perinatal death estimates attenuated in analyses addressing potential reverse causation. Interpretation Using a TTE approach that accounted for gestational timing and time at risk, we found no appreciable increase in most maternal or neonatal outcomes following predominantly short-term opioid initiation. Elevated risks of preterm birth, perinatal death, and third-trimester PPROM may reflect causal effects or confounding by pregnancy-related indications. Studies using time-appropriate designs and detailed information on prescribing indications and their timing are needed to clarify these associations.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Time trends and prescribing patterns of opioid drugs in UK primary care patients with non-cancer pain: a retrospective cohort study 91%
- Adverse Outcomes and Mortality in Users of Non-Steroidal Anti-Inflammatory Drugs tested positive for SARS-CoV-2: A Danish Nationwide Cohort Study 90%
- Comparative efficacy and safety of pharmacological interventions for the treatment of COVID-19: A systematic review and network meta-analysis of confounder-adjusted 20212 hospitalized patients 90%
Similar papers in this journal
- Maternal pre-pregnancy body mass index and risk of preterm birth: a collaboration using large routine health datasets 91%
- Assessing the impact of maternal blood pressure during pregnancy on perinatal health: A wide-angled Mendelian randomization study 91%
- Efficacy and safety of esketamine for treatment resistant depression: registered report for a Systematic Review with an Individual Patient Data Meta-analysis of Randomized, Double-Blind, Placebo-Controlled Trials 90%
Similar papers in this journal
- Effect of caesarean birth on perinatal mortality for singleton breech presentation in spontaneous preterm labour – a target trial emulation using Scottish health record data 93%
- Relation of in-utero exposure to antiepileptic drugs to pregnancy duration and size at birth 93%
- Trends of long-term opioid therapy and subsequent discontinuation among people with chronic non-cancer pain in UK primary care: a retrospective cohort study 92%
Similar papers in this journal
- Systematic analysis of electronic health records identifies drugs reducing risk of COVID-19 hospitalization and severity 88%
- Associations of proton pump inhibitors with susceptibility to influenza, pneumonia, and COVID-19: Evidence from a large population based cohort study 88%
- Quantifying individual nociceptive sensitivity to optimise analgesic trials in infants 88%
Similar papers in this journal
- Pregnancy pharmacoepidemiology: How often are key methodological elements reported in publications? 93%
- Medication, Vaccine, and Folic Acid Use Among Pregnant Women in Belgium: Insights from the BELpREG Cohort 92%
- Using quantitative bias analysis to adjust for misclassification of COVID-19 outcomes: An applied example of inhaled corticosteroids and COVID-19 outcomes 91%
"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.