FDA Urged to Expand Real-World Data Use
FDA needs to expand its reliance on real-world clinical data to monitor the safety and effectiveness of approved medical products, a move that would augment data from initial clinical trials according to Ethics and Public Policy Center physician and bioethicist Aaron Kheriaty. Writing in an opinion piece in The Hill, he urges the agency to intensify its use of health insurance claims, electronic medical records, and other large-scale clinical databases to detect adverse drug effects that may not be evident during the controlled, pre-approval clinical trial phase.
“Clinical trials are essential, but they are conducted in artificial settings with limited populations,” says Kheriaty. “Once a drug is on the market, we need to see how it performs in the complexity of real-world medicine, where patients have coexisting conditions, take multiple medications, and vary widely in age, race, and other factors.”
Kheriaty points to historical examples where real-world data played a pivotal role in identifying previously undetected risks. Among them is the painkiller Vioxx (rofecoxib), which was withdrawn from the market in 2004 after post-market data revealed increased risks of heart attacks and strokes — signals that were missed in earlier clinical trials involving healthier, lower-risk patients. He also cites FDA’s 2004 decision to add a black box warning about suicidality risks to SSRI antidepressants for adolescents and young adults, a change informed by post-marketing data.
Some critics argue that randomized controlled trials remain the gold standard for assessing drug efficacy and causality, but Kheriaty notes that real-world studies — when conducted with rigorous statistical techniques such as propensity score matching or instrumental variable analysis — can offer complementary insights that are essential for a full drug evaluation. “Every study design has limitations,” he writes. “But by combining data sources and methodologies, we improve our ability to make evidence-based regulatory decisions.”