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All Drug Discovery questions

Question 17 of 20 Advanced Scenario

A compound improves efficacy but accumulates in one organ. How would you frame the go or no-go decision?

Short answer

Turn accumulation into numbers the team can argue about: how much, how reversible, whether it causes harm, and what margin remains over the efficacious exposure. Then ask whether a chemical fix is plausible within the series, and what the decision costs if you are wrong.

Why

Accumulation is not automatically disqualifying. Some drugs concentrate in tissue by design, and lysosomal trapping of basic lipophilic compounds is common and often tolerated. What matters is whether the accumulated material produces a functional or structural change, and whether that change reverses when dosing stops.

The decision needs four kinds of evidence. Exposure data give the tissue to plasma ratio and whether levels plateau or keep rising with repeat dosing. Toxicology gives histopathology, organ function markers and a no-observed-adverse-effect level, from which a margin over the efficacious exposure follows.

Recovery groups show reversibility. Mechanism tells you whether the effect is on-target, which would follow the whole series, or a property of this molecule, which chemistry might fix. Context changes the threshold.

A single-dose therapy for a fatal disease tolerates much more than a chronic treatment for a mild one. Wong and colleagues' data are a reminder that most programs fail later anyway, so the real comparison is between carrying a known liability forward and spending the same resources on an alternative series. The decision should be written as a criterion in advance, with the experiment that would resolve it.

A strong answer covers

  • Quantify tissue to plasma ratio and whether it plateaus
  • Separate accumulation from functional or structural harm
  • Reversibility from recovery groups
  • Margin over efficacious exposure in the intended population
  • On-target class effect versus a molecule-specific property

Common mistakes

  • Treating any tissue accumulation as disqualifying without toxicology
  • Comparing total plasma concentration with total tissue concentration and ignoring free fraction
  • Making the decision after the data arrive rather than setting the criterion in advance