For instance, PD1 pathway was down-regulated in several autoimmune diseases such as RA, multiple sclerosis and T1DM (43–45), while inducible T cell costimulator (ICOS) is highly expressed in patients with SLE, IBD, or RA (46–48). Here, ICOS is linked to multiple sclerosis.