We identified studies with robust evidence for causal associations between genetically predicted LDL cholesterol, HDL cholesterol, triglycerides, apolipoprotein B, blood pressure, type 2 diabetes, and glycemic traits such as HbA1c and insulin resistance with CAD and stroke. This evidence concerns the gene APOB and type 2 diabetes mellitus.