Single-cell RNA-sequencing revealed that APOC3 silencing prevents a majority of diabetes-induced pathways in macrophages, endothelial cells, and smooth muscle cells, with inflammation as a major predicted upstream regulator, adding promise to APOC3 as a CVD target in diabetes. Here, APOC3 is linked to diabetes mellitus.