The association between high-fat diets, increased circulating LPS levels, and chronic low-grade inflammation is well-established, with elevated LPS levels contributing to the development of obesity and insulin resistance through TLR4-mediated signaling pathways [8, 18]. The gene discussed is TLR4; the disease is obesity due to melanocortin 4 receptor deficiency.