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Expert Opin Drug Discov · Dec 2017
ReviewNovel CNS drug discovery and development approach: model-based integration to predict neuro-pharmacokinetics and pharmacodynamics.
- de LangeElizabeth C MECMa Leiden Academic Center of Drug Research, Translational Pharmacology , Leiden University , Leiden , The Netherlands., Willem van den Brink, Yumi Yamamoto, Wilhelmus E A de Witte, and Yin Cheong Wong.
- a Leiden Academic Center of Drug Research, Translational Pharmacology , Leiden University , Leiden , The Netherlands.
- Expert Opin Drug Discov. 2017 Dec 1; 12 (12): 1207-1218.
IntroductionCNS drug development has been hampered by inadequate consideration of CNS pharmacokinetic (PK), pharmacodynamics (PD) and disease complexity (reductionist approach). Improvement is required via integrative model-based approaches. Areas covered: The authors summarize factors that have played a role in the high attrition rate of CNS compounds. Recent advances in CNS research and drug discovery are presented, especially with regard to assessment of relevant neuro-PK parameters. Suggestions for further improvements are also discussed. Expert opinion: Understanding time- and condition dependent interrelationships between neuro-PK and neuro-PD processes is key to predictions in different conditions. As a first screen, it is suggested to use in silico/in vitro derived molecular properties of candidate compounds and predict concentration-time profiles of compounds in multiple compartments of the human CNS, using time-course based physiology-based (PB) PK models. Then, for selected compounds, one can include in vitro drug-target binding kinetics to predict target occupancy (TO)-time profiles in humans. This will improve neuro-PD prediction. Furthermore, a pharmaco-omics approach is suggested, providing multilevel and paralleled data on systems processes from individuals in a systems-wide manner. Thus, clinical trials will be better informed, using fewer animals, while also, needing fewer individuals and samples per individual for proof of concept in humans.
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