Utility and limitations of the FDA adverse events reporting system public dashboard for safety analyses: a case study with vesicular monoamine transporter 2 inhibitors

Using a case study of VMAT2 inhibitors, we identified factors in data quality and manufacturer pharmacovigilance programs that must be considered when interpreting published analyses of FAERS public safety data. The application of artificial intelligence methodologies may prove helpful in identifying novel safety signals more accurately and more rapidly. At the same time, as clinicians consider individual treatment choices with their patients, discussion of safety data from the FAERS public dashboard should be contextualized within each drug's known safety profile.