Dealing with complex, multi-parameter data
with high uncertainty is an enormous challenge. One must consider the overall balance of properties as early as possible in the process to focus on
chemistries with the best chance of quick progress and downstream success.
As global regulations shift toward animal-free testing, how can researchers develop more biologically relevant in vitro models to advance drug discovery?