Lead Identification Phase in the Drug Discovery Process
Drug Discovery/Development Process
Basic Research
Discovery
Preclinical Development
Clinical Development
FDA Filing
Discovery Phase of Drug Development
Basic Research
Discovery
Preclinical Development
Target Identification
Target Validation
‘Hit’ Identification
Lead Series Generation
Lead Optimization
Safety Testing Before FIM
Currently Marketed Drug Targets
Current therapies are based on less than 500 molecular targets
Why Drugs Fail in the Clinic
Phase II failures 2008-2010
Lead optimization plays significant role in success of drugs
Efficacy Failures many times are “mechanism of action failures”
Discovery Phase of Drug Development
Target Identification
Target Validation
‘Hit’ Identification
Lead Series Generation
Safety Testing Before FIM
Lead Optimization
Start – with 1 million -Thousands- Tens -One/Two – Ending
Hit Identification Phase
High throughput screening of corporate deck to identify ‘Hits’.
- Large corporate compound decks contain >1,000,000 compounds
- Screen entire deck or carry out ‘focused’ subdeck screens depending on target
- A hit is defined as a compound that exhibits a preselected level of activity against the target in the HTS assay
- Each compound is tested in an assay for the target at single concentration (10 mM)
High throughput screening of corporate deck to identify ‘Hits’.
1536 well plates testing approximately 1500 test compounds per plate
Hit Identification Phase
Primary Hit:
Validated Hit:
Confirmed Hit:
- Exhibit activity above threshold in primary screen at 10 mM
- Exhibit activity in single point retest at 10 mM
- Identity and purity of compound is confirmed
- Compound shows a dose-dependent response CRC analysis
- Compound shows little or no response in control assays
- Ideal if related compounds in deck also show activity (not ‘singleton’) eg. >50% inhibition in a binding inhibition screen eg. Repeat at >50% inhibition in a binding inhibition screen
- Optimal if compound shows activity in a ‘Secondary’ assay eg. Agonist shows activity in FLIPR and IP3 assay
Lead Series Identification
Hit Clusters:
- From ‘Hits’, several ‘compound clusters’ may be identified by structure
- Discovery team can select from these clusters to explore further
- Analogues of the clusters can be chosen from corporate deck or for purchase for testing in primary assay
- Medicinal chemists may begin to synthesize analogues based on hit structures -Compounds may be tested in single point or directly in CRC analysis – Single compound synthesis (1-5 compounds per round) – Parallel chemistry compound synthesis (10 – 500 compounds per round) – Typically a small group of chemists assigned to program to expand upon hits
Compound clusters expanded and explored to identify ‘Lead Series’
– Demonstrable and tractable Structure Activity Relationship (SAR) ‘Lead’ characteristics
– Demonstrable concentration-dependent activity at primary target
– Ease of synthesis. Chemically tractable scaffolds that are amenable to analogue generation
– Prior art has been searched, a clear intellectual property path has been identified and the competitive landscape is understood
– Minimal activity at primary off–target and/or SAR for off-target activity tractable Once several lead series are identified with tractable SAR
– Full complement of Medicinal Chemists is added and the project advances to full-program status
Goal of Lead Optimization Phase
– What are ‘drug-like’ properties ? Deliver a compound suitable for testing in Humans
– Multiple properties are required to be optimized for when working toward a clinical drug candidate?
– What is the difference between a ‘chemical’ and a ‘drug’?
“Drug-Like” Properties
“Drug-like” Properties
- H20 Solubility
- Lipophilicity (Log D)
- Molecular Size
- Acid/base Properties (pKa)
Goal of Lead Optimization Phase
Deliver a compound suitable for testing in Humans
– What are ‘drug-like’ properties ?
– What groups are involved in lead Optimization Phase ?
– Multiple properties are required to be optimized for when working toward a clinical drug candidate?
– What is the difference between a chemical and a ‘drug’
Discovery Project Team
- Chemistry
- Biology
- PCO
Lead Optimization Phase
Optimizing Leads
- Pharmacological Potency and Mechanism of Action Optimization
- Physiochemical Optimization
- Cellular Optimization – Lipinski’s rule of 5
– Knowledge of drug target location
– Do properties of drug facilitate access of compound to target ?
- Pharmacokinetic Optimization
– Do properties of drug facilitate safe and timely delivery for optimal efficacy and safety ?
- Safety Optimization
-Minimize and understand on target (mechanism-based) and off-target unwanted activities in compound
– Decrease the amount of drug required to achieve therapeutic endpoint
– Understand mechanism of action of compounds Simultaneous multivariate in real time