The present invention relates to the use of fragments of heat shock proteins for the treatment and/or prevention of autoimmune diseases such as arthritis or inflammatory diseases such as Inflammatory Bowel Diseases. Preferably bacterial and/or mammalian heat shock proteins belonging to the HSP70 families are used.