MetS originates from energy imbalance, genetic/epigenetic, and lifestyle factors, mediated through free fatty acid-induced insulin resistance, IL-6/TNF-α-mediated inflammation, and fetuin-A-driven mitochondrial reactive oxygen species dysregulation. The gene discussed is AHSG; the disease is Insulin resistance.