The results of MR analyses executed using genetic instruments based on WGRSs derived from PCSK9 variants or LDL-C GWAS-associated variants demonstrate a causally inverse association between LDL-C levels and DM. The gene discussed is PCSK9; the disease is diabetes mellitus.