The World Health
Organization assigns international nonproprietary
names (INN), also known as common names, to compounds upon request
from drug developers. Structures of INNs are publicly available and
represent a source, albeit underused, to understand trends in drug
research and development. Here, we explain how a common drug name
is composed and analyze chemical entities from 2000 to 2021. In the
analysis, we describe some changes that intertwine chemical structure,
newer therapeutic targets (e.g., kinases), including a significant
increase in the use of fluorine and of heterocycles, and some other
evolutionary modifications, such as the progressive increase in molecular
weight. Alongside these, small signs of change can be spotted, such
as the rise in spirocyclic scaffolds and small rings and the emergence
of unconventional structural moieties that might forecast the future
to come.