Here, we identified three diabetes-associated susceptibility genes for cardiovascular disease: HLA-DRB1, LRP1, and MMP2. The human leukocyte antigen (HLA) complex is a gene family that is involved in antigen presentation associated with protection against, or susceptibility to inflammatory, infectious and autoimmune diseases. Here, LRP1 is linked to cardiovascular disorder.