Balancing Toxicology & Efficacy to Design Studies That Predict Real Clinical Value

  • Avoid costly pipeline pivots by distinguishing regulatory-driven toxicology studies from internal proof of-efficacy experiments that determine whether a program is worth advancing
  • Improve Phase 1 success rates by integrating mechanistic efficacy insights upfront, not after GLP, ensuring safety signals are interpreted in the context of therapeutic promise
  • Strengthen decision-making by aligning toxicology, pharmacology, and regulatory expectations early so resource-limited programs don’t over-optimize for approval while under-investing in efficacy