Comprehensive data integration to bring together compound properties, in vitro assay results, preclinical PK data, and mechanistic understanding in a unified framework. Both studies emphasized that comprehensive PK/PD packages were essential for success.
Cross-functional collaboration between modelers, DMPK scientists, clinical pharmacologists, medicinal chemists, and toxicologists. The compound profile or “digital twin” concept works only when all stakeholders contribute to and…