Elevated Apo-B levels reflect an increased concentration of atherogenic particles, which can promote inflammation, endothelial dysfunction, and impaired insulin signaling, contributing to the pathogenesis of T2DM. Here, APOB is linked to type 2 diabetes mellitus.