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External Controls to Study Treatment Effects in Rare Diseases: Challenges and Future Directions
Janick Weberpals1, Shirley V Wang1
1Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
Abstract:
Regulators increasingly rely on real-world evidence generated from routine-care health data to evaluate novel therapies. Particularly, external control arms are increasingly used to supplement and contextualize efficacy and safety claims of single arm clinical trials for rare disease therapies. However, there are a number of methodological issues that may affect the validity of results derived from such comparisons. In this mini-review, we briefly summarize frequently used approaches and outline some of the most important criticisms and paths forward.
Insights
External control arms from real-world data help evaluate rare disease therapies. Methodological challenges exist, but this review explores solutions for valid comparisons.
Area of Science:
- Pharmacovigilance
- Clinical Trial Design
- Real-World Evidence
Background:
- Regulatory agencies increasingly use real-world evidence (RWE) from routine healthcare data for novel therapy evaluation.
- External control arms derived from RWE are crucial for augmenting single-arm clinical trials in rare diseases.
- Methodological limitations can impact the validity of RWE-based external control arm comparisons.
Purpose of the Study:
- To review common methodologies for utilizing external control arms in rare disease research.
- To identify and discuss critical methodological challenges associated with these approaches.
- To propose future directions for enhancing the validity of RWE-based external control arms.
Main Methods:
- Literature review of frequently employed methods for constructing external control arms.
- Analysis of key criticisms and limitations reported in existing studies.
- Synthesis of potential solutions and best practices for future research.
Main Results:
- Summarized common approaches for RWE-derived external control arms.
- Highlighted significant methodological concerns impacting data interpretation.
- Identified areas requiring further research and development.
Conclusions:
- External control arms offer valuable insights but require careful methodological consideration.
- Addressing identified criticisms is essential for reliable RWE utilization in rare disease drug evaluation.
- Future research should focus on robust methodologies to ensure the validity of real-world data comparisons.
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