The pyrrolidine type of DPP-4 inhibitors was first discovered after HTS. Research showed that the pyrrolidine rings were the part of the compounds that fit into the binding site. Further development has led to fluoro substituted pyrrolidines that show superior activity, as well as pyrrolidines with fused cyclopropylrings that are highly active.