Drug Discovery → Lead Optimization
Lead Optimization
Lead optimization is the complex, non-linear process of refining the chemical structure of a confirmed hit to improve its drug characteristics with the goal of producing a pre-clinical drug
candidate. This stage frequently represents the bottleneck of a drug discovery program. Lead optimization employs a combination of empirical, combinatorial, and rational approaches. Criteria to confidently associate a candidate’s target and in vitro profile to its cellular or in vivo profile:
- High potency: Demonstrates activity at low concentrations against the selected target. Typical in vitro potency is 1-100 nM
- Selectivity: Preferentially acts on the target of interest relative to other protein targets
- Activity in cellular, tissue or in vivo setting: 100 nM – 1 mM
- Toxicity: Tolerated in animal models
Feeding materials properties into the evaluation scheme for potency, selectivity and appropriate absorption, distribution, metabolism and excretion (ADME) properties enhances the ability to optimize a lead compound.
Image source: Gardner CR, Walsh CT, Almarsson Ö. Drugs as materials: Valuing physical form in drug discovery. Nature Reviews Drug Discovery. 2004 Nov;3(11):926-34.
Image source: Gardner CR, Walsh CT, Almarsson Ö. Drugs as materials: Valuing physical form in drug discovery. Nature Reviews Drug Discovery. 2004 Nov;3(11):926-34.