The negative ANSA-RAD trial, when contrasted with the positive STAMPEDE trial, demonstrates that patient selection is paramount in adjuvant therapy. The difference in outcomes was driven by risk definition, not the drug. This reinforces that "negative" trials are clinically vital for defining which patient populations do not benefit, preventing widespread overtreatment.

Novo Nordisk ran a nearly 4,000-patient Phase 3 Alzheimer's trial despite publicly stating it had a low probability of success. This strategy consumes valuable patient resources, raising ethical questions about whether a smaller, definitive Phase 2 study would have been a more responsible approach for the broader research ecosystem.

The ASPIRE trial design was altered due to pushback from patient advocates who felt it was unethical to randomize metachronous low-volume disease patients to a chemotherapy arm. This led to the exclusion of that subgroup, demonstrating how advocate consensus can override a purely biology-based trial design in favor of perceived patient benefit.

Traditional non-inferiority trials for reducing treatment are difficult to fund and execute. A proposed paradigm shift is to use superiority trial designs, where the burden of proof is on demonstrating that a higher dose or longer duration of therapy is actually better than a de-escalated approach.

Early neoadjuvant trials in the 1990s failed to show clinical benefit because they included many low-risk patients and used less potent hormonal therapies. The PROTEUS trial's success was built on learning from this history by strictly enrolling high-risk patients and using a powerful androgen receptor pathway inhibitor (ARPI).

While bladder preservation is a key goal, there is an unavoidable risk. Forgoing definitive local treatment like surgery means a subset of patients will not be cured by systemic therapy alone and will miss their opportunity for a potentially curative operation, a crucial ethical consideration.

While KEYNOTE-905 showed dramatic survival benefits with neoadjuvant plus adjuvant EV-pembrolizumab, its design makes it impossible to isolate the benefit of each phase. The high (57%) pathologic complete response after neoadjuvant therapy alone suggests many patients may be overtreated with adjuvant cycles, risking unnecessary long-term toxicity like neuropathy.

The highly anticipated PROTEUS trial is testing a new drug combination against a control arm of ADT plus placebo for prostatectomy patients. This design is controversial because ADT is not standard care in this setting, raising concerns that a positive result could be driven by a suboptimal control arm.

For every 10 Stage III patients receiving adjuvant chemo, 5 are already cured by surgery and 2-3 will recur regardless. This means therapy only benefits 2-3 patients, leading to significant overtreatment for the majority who endure toxicity without benefit.