The emergence of positive data from trials like PATINA creates a dilemma for oncologists treating patients who are already stable on an older maintenance therapy. The consensus suggests not altering a successful regimen to avoid disrupting patient stability, revealing a cautious approach to integrating new evidence into established care.

While platinum chemotherapy is considered the standard treatment after a patient progresses on a first-line ADC-IO combination, experts admit this is a standard "based on nothing." There is no clinical trial data to prove its efficacy in this specific setting; it serves only as a placeholder for new clinical trials.

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.

In the ASCENT-07 trial, investigators may have prematurely switched patients from the standard chemotherapy arm to superior, commercially available ADCs at the first hint of progression. This real-world practice can mask an experimental drug's true benefit on progression-free survival.

Developers often test novel agents in late-line settings because the control arm is weaker, increasing the statistical chance of success. However, this strategy may doom effective immunotherapies by testing them in biologically hostile, resistant tumors, masking their true potential.

The common practice of switching from one ARPI to another upon disease progression is now considered ineffective for most patients. With the advent of proven alternatives like chemotherapy and lutetium, using an "ARPI switch" as the sole control arm in clinical trials is no longer ethically or scientifically sound.

A significant criticism of the pivotal KEYNOTE-564 trial is that only half the patients in the control arm received standard-of-care immunotherapy upon relapse. This lack of subsequent optimal treatment complicates the interpretation of the overall survival benefit, raising questions about its true magnitude.

Pirtobrutinib's registrational trials used control arms (ibrutinib, bendamustine-rituximab) that are no longer the standard of care in the US. This strategy reflects the long timeline of trial design and the need to use comparators that are still considered a standard globally, ensuring broader regulatory acceptance and allowing for cross-trial comparisons.

Even when trials like LITESPARK 022 and Keynote 564 use identical eligibility criteria, outdated staging systems result in patient populations with different underlying risks. This makes direct comparison of outcomes between trials, even for the same drug, an unfair and statistically flawed analysis that ignores the function of a control arm.