Question 17 of 20 Advanced Interpretation
What would you investigate when a safety signal appears in spontaneous reports but not in clinical trials?
Short answer
Ask whether the trials could have seen it: were they large and long enough, and did they exclude the people now affected? Then review the spontaneous cases clinically for causality, check for reporting artifacts, and look for other data, such as observational studies or registries, that can estimate risk.
Why
Trials and spontaneous reports answer different questions. A trial of 3,000 people for one year has little chance of showing an event that occurs in 1 in 10,000 users. Trials often exclude older patients, people with kidney or liver disease, pregnant women and those on many other drugs, so an interaction may only appear after approval.
Long latency events may not occur within trial follow-up. So absence in trials is weak evidence of absence. The signal still needs scrutiny.
Review cases one by one for time to onset, dechallenge and rechallenge, alternative causes and quality of information. Check whether publicity or a regulatory communication stimulated reporting, whether duplicates inflate counts, and whether the event is part of the treated disease. GVP Module IX describes the EU steps of validation, confirmation, analysis and prioritisation, and assessment, and signals that meet the definition of an emerging safety issue must be notified quickly.
Strengthening evidence may need a pharmacoepidemiological study, because spontaneous reports cannot give incidence.
A strong answer covers
- Trial size, duration and exclusions
- Clinical case review: timing, dechallenge, alternatives
- Reporting artifacts and duplicates
- EU signal management steps
- Observational studies to estimate risk
Common mistakes
- Dismissing the signal because trials showed no imbalance.
- Treating case counts as an incidence rate.
- Ignoring confounding by the underlying disease.
The interviewer might ask next
What study design would you propose to estimate the risk of this event?