Gene therapies are highly innovative products which have been approved only for the treatment of rare diseases so far. Changes in manufacturing processes during development as well as difficulties in gathering large clinical data sets explain the common challenges encountered by gene therapy developers to demonstrate the benefit of their ATMP.