The TOLERATE training network aims at training Doctoral Candidates (DC's) to acquire the skills to develop different innovative strategies to treat autoimmune diseases, to identify the most promising strategies or a combination of strategies, to set up clinical trials including the use of diagnostics for patient selection and trial enrichment to develop a roadmap to bring novel therapies to the market.