SHBG and PRSS2 might explain the beneficial association with IHD; testosterone, SHBG, CCL5, CNDP1, F11, LCN2, and THBS4 might explain the association with diabetes, which provides insights for drug development. Here, THBS4 is linked to diabetes mellitus.