Since their inception in 2017, European Reference Networks (ERNs) have started building-up the evidence base for the natural history of rare diseases, starting with ERN registries and disease specific health outcomes. However, the full potential of ERNs can only be realised if they are able to combine and link different types of data from different sources, for multiple uses.