science
Study finds random ligand changes improved potency tenfold in 11.3% of tests
A Nature study systematically made 257 small chemical changes to 18 ligands across six targets. Eleven-point-three percent improved measured affinity or potency at least tenfold, but those gains often came with worse in-vitro pharmacokinetic properties.