Despite the ASCENT-07 trial failing its primary progression-free survival (PFS) endpoint, an early overall survival (OS) signal emerged. This divergence suggests the drug may confer a survival advantage not captured by the initial endpoint, complicating the definition of a "negative" trial and warranting further follow-up.

The trial allowed patients in the placebo group to receive retifanlimab upon progression (crossover). This common design dilutes the observed overall survival difference. While initial results were not statistically significant, updated data revealed a clinically meaningful 10.6-month median OS improvement.

The Podium 303 study's design allowed placebo patients to receive retafanilumab upon progression. This crossover contaminated the control arm, likely diluting the true overall survival benefit and making the first-line combination therapy appear less statistically significant than it actually is.

In trials like ASCENT-4, where over 80% of the control arm received sacituzumab govitecan upon progression, the true overall survival (OS) benefit is obscured. This makes progression-free survival (PFS) a more reliable endpoint for evaluating the drug's first-line efficacy.

In pivotal ADC trials like ASCENT-03 and 04, over 80% of patients in the control (chemotherapy) arm received the ADC upon progression. This high crossover rate makes interpreting overall survival (OS) data difficult, as the control group's outcomes are artificially improved by subsequent access to the novel drug.

The practice-changing KEYNOTE-689 trial was open-label, meaning patients knew their treatment. This could introduce bias; patients on the standard care arm may have dropped out ("bailed"), while those on the pembrolizumab arm might have progressed, artificially making the rates of patients reaching surgery appear similar.

The lack of a placebo arm in some adjuvant trials is not necessarily a fatal flaw. One expert view is that it mirrors real-world practice where treatments are known. This perspective places trust in the investigators' ability to assess disease progression accurately without blinding.

The control arm in the EMBARK study was blinded to PSA results, preventing physicians from intervening with standard-of-care AR antagonists at PSA progression. This design likely delayed subsequent effective therapies, making the control arm underperform and potentially exaggerating the overall survival benefit of the experimental arms.

Real-world data for pemigatinib in cholangiocarcinoma showed a higher response rate (59%) than the pivotal FITE-202 trial (36%). This discrepancy likely stems from the lack of standardized, centrally reviewed imaging in real-world settings, which can inflate perceived response. Comparable progression-free survival across both settings supports this interpretation.