There was no evidence of multiplicative interaction between genetically proxied perturbation of ANGPTL4, APOC3, and LPL and that of HMGCR and PCSK9 on CAD and T2D, consistent with additive effects. Here, HMGCR is linked to type 2 diabetes mellitus.