Compositions that are fusion proteins of antibodies to dendritic cell receptors, exemplified by anti-DEC205 and anti-33D1 antibodies, to peptide sequences that are immunosuppressive or tolerogenic are provided for treatment of autoimmune diseases such as multiple sclerosis. Also provided are pharmaceutical compositions including the fusion proteins, as well as therapeutic methods for administering the fusion proteins.