Synthakyne's drug demonstrated a 75% response rate in lung cancer patients with STK11 and KEAP1 mutations, a subgroup where the published response rate for standard care is only 7%. This suggests the drug is highly effective in the most immunologically resistant patient populations, a significant differentiator.

Corvus Pharmaceuticals is already planning frontline combination trials for its T-cell lymphoma drug. The drug's favorable safety profile is the critical enabler, allowing it to be paired with chemotherapy and used as a long-term maintenance therapy to prolong remissions—a strategy unavailable to more toxic drugs.

Progress in drug development often hides inside failures. A therapy that fails in one clinical trial can provide critical scientific learnings. One company leveraged insights from a failed study to redesign a subsequent trial, which was successful and led to the drug's approval.

By first targeting T-cell lymphoma, Corvus gathers crucial safety and biologic effect data in humans. This knowledge about the drug's impact on T-cells directly informs and de-risks subsequent trials in autoimmune diseases like atopic dermatitis, creating a capital-efficient development path.

Corvus Pharmaceuticals' ITK inhibitor received FDA encouragement to proceed directly from Phase 1 to a Phase 3 registrational trial for T-cell lymphoma. This was due to the disease's high mortality, lack of effective treatments, and the drug's exceptionally strong early survival data.

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.

Actuate employed a master protocol that tested their drug alongside eight different standard-of-care chemotherapies in patients who had already failed them. This design efficiently demonstrated the drug's ability to reverse chemo-resistance across multiple histologies, informing their Phase 2 strategy.

To demonstrate its drug could overcome resistance, Actuate designed a trial where patients who had already failed a specific chemotherapy were given the exact same regimen again, but this time with Actuate's drug added. The resulting increased efficacy across eight different cancers provided powerful, direct proof of the drug's mechanism.

To save money, Rhythm's leadership considered canceling a clinical study because the prevailing scientific logic suggested their drug wouldn't work. The study's unexpected, resounding success became the company's pivotal turning point, highlighting the value of pursuing scientifically contrarian ideas.