A Mendelian randomization study by Ference et al. also compared the effects of lower LDL-C levels mediated by variants located in HMG-CoA reductase (HMGCR), the gene encoding the target of statins, or in PCSK9 on the risk of cardiovascular events and the risk of diabetes [105]. This evidence concerns the gene HMGCR and diabetes mellitus.