ADIPOQ and atherosclerosis: Heavy metals may disrupt adipocyte differentiation and function, increasing secretion of pro-inflammatory cytokines (e.g., IL-6 and TNF-α) and reducing adiponectin, which amplifies systemic inflammation and atherosclerosis (44).