ReviewPharmacoepidemiology and drug safety2014
Advantages and problems with pregnancy registries: observations and surprises throughout the life of the International Lamotrigine Pregnancy Registry.
Review in Pharmacoepidemiology and drug safety, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 23 citations in OpenAlex.
- Challenges and Insights from the Mepolizumab Pregnancy Exposure Study.Drug safety · 2026Review
- Barriers to Clinician Reporting to the Antiretroviral Pregnancy Registry From Within and Outside the United States.Open forum infectious diseases · 2025Article
- The COVID-19 Vaccines International Pregnancy Exposure Registry (C-VIPER): Protocol and Methodological Considerations.Drug safety · 2023Article
- Belimumab use during pregnancy: Interim results of the belimumab pregnancy registry.Birth defects research · 2023Article
- Seasonal influenza vaccine exposure in pregnancy: 5-year results from a pregnancy registry.Human vaccines & immunotherapeutics · 2022Observational
- Identifying Barriers to Enrollment in Patient Pregnancy Registries: Building Evidence Through Crowdsourcing.JMIR formative research · 2022Article
- Observational
- The Influence of Treatment of Inflammatory Arthritis During Pregnancy on the Long-Term Children's Outcome.Frontiers in pharmacology · 2021Review
- Towards scaling Twitter for digital epidemiology of birth defects.NPJ digital medicine · 2019Article
- Social media mining for birth defects research: A rule-based, bootstrapping approach to collecting data for rare health-related events on Twitter.Journal of biomedical informatics · 2018Article
- Discovering Cohorts of Pregnant Women From Social Media for Safety Surveillance and Analysis.Journal of medical Internet research · 2017Article
- Challenges in Studying Modifiable Risk Factors for Birth Defects.Current epidemiology reports · 2015Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 7 institutions in 3 countries.
Funding
Abstract
purposeThe International Lamotrigine Pregnancy Registry monitored for a signal of a substantial increase in the frequency of major congenital malformations associated with lamotrigine exposures in pregnancy over an 18-year period. Key methodological lessons are discussed.
methodsThe strengths and weaknesses of the Registry were assessed using quantifiable methodological and operational parameters including enrollment, completeness of exposure and outcome data reporting, and lost to follow-up. The choice of comparator groups and stopping rules for registry closure were critically evaluated.
resultsThe reliance on voluntary reporting was associated with a clustered geographical distribution of registered pregnancies. The enrollment rate increased over time with new approvals and indications for lamotrigine and publication of interim data. Reporter burden was minimized through a streamlined data collection approach resulting in a high level of completeness of exposure and primary outcome data. Lost to follow-up rates were high (28.5% overall) representing a major limitation; incentives to increase the completeness of reporting failed to reduce rates. A lack of an internal comparator group complicated data interpretation; but external comparisons with multiple external groups allowed an assessment of consistency of outcome data across multiple data sources. A lack of a priori closure criteria prolonged the life of the Registry, and consideration of regulatory guidelines on this subject is encouraged at the time of conception of future registries.
conclusionsA successful pregnancy exposure registry requires ongoing flexibility and continuous re-assessment of enrollment, recruitment, and retention methods and the availability of comparison data, throughout its lifecycle.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.