High-fat diets (HFD) promote inflammatory markers such as IL-6, and TNF-α, and increase the risk of liver toxicity, leading to dysfunctional energy metabolism and causing metabolic disease and inflammation [43–45]. The gene discussed is IL6; the disease is Other metabolic disease.