Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
MDC Connects: Making Safety Part of Drug Design
1. 1
Making Safety Part of Drug Design
Richard Knight, PhD
Director and Co-founder, ApconiX, Alderley Park, UK
2. What does safety in drug discovery mean to you?What does safety in drug discovery mean to you?
3.
4. BIO survey: Clinical Development Success Rates 2006-2015
9,985 clinical and regulatory phase transitions were analyzed from 7,455
development programs, across 1,103 companies
5. An analysis of the attrition of drug candidates from GSK, Pfizer, Lilly Takeda.
Waring et al, Nature Rev Drug Disc, 2015
8. • Safety issues related to primary target remain a
major reason for drug project failure and delay
• Early understanding the role of the target in
normal physiology allows you to:
• Anticipate and plan for potential toxicities
• Recognise on- versus off-target toxicity
• Influence dosing schedule/combinations
• Drive selectivity requirements
• Prioritise between targets Drug Discovery Today (2018) 23,
1925-1928.
Target
9. Control
• ALK5 - TGF-β signaling pathway
• Important role in the progression of many tumours
• Target of considerable interest, including AZ and Lilly
• In vivo toxicity studies: degenerative lesions in heart valves
(haemorrhage, inflammation)
• Pathology seen in all four heart valves, with variety of
chemicals scaffolds, in multiple species
• High level of expression of ALK5 in heart valve leaflets
• Purported role in valve homeostasis
Treated
ALK5 as a novel anti-cancer target
Evidence suggests on-target effect. What next?
10. Making the right decision on an early understanding of the risks
11. • Reducing potential risks associated with chemical series
• In silico – SAR databases
• In vitro – screening assays
• Cardiac ion channels
• Secondary pharmacology profiles
• Genetic toxicology
• In vivo studies
• PK studies, efficacy studies, bespoke investigative studies
Chemistry
Identify potential hazards early – potential design out problems
12. Designing out liabilities - osimertinib
• Inhibitor of mEGFR in lung cancer
• EGFR inhibition associated with:
• Wild-type EGFRi - skin rash
• IGF-1R i – increased plasma glucose
• hERG inhibition – cardiac arrhythmia
Specific criteria for clinical candidate selection
15. • Put hazards identified into context of the patient population – hazard v risk
• Indication risk/benefit
• Age, co-morbidities, co-medications
• Healthy volunteers or patients in Phase I
• Competitive landscape
• Anticipated exposure range for efficacy
Wont have all the answers
Patient
16. Asking the right questions
Right data
Better decisions
Understand
the
translation
Design the
right
experiment
Define the
question
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