In the present study, we evaluate the potential therapeutic benefits of CeO2-supported gold (Au/CeO2) NPs with different rates of gold purity in leukocyte–endothelial interactions, and we evaluate their impact on NF-κB in leukocytes from T2D patients. Here, NFKB1 is linked to type 2 diabetes mellitus.