This article explores the views on medical knowledge and its circulation from the perspective of a privileged group – the scientists themselves who are the main actors in producing medical knowledge. The concept of sharing knowledge helps to highlight how knowledge circulation is affected by digitalisation, which changes scientific working conditions and sometimes makes sharing problematic. It reveals the underlying idea of knowledge as an exclusive property and the frictions that occur when this idea is challenged.