A high-fat diet contributes to atherosclerosis by increasing low-density lipoprotein (LDL) cholesterol, increasing foam cell formation, increasing endothelial lipase levels, altering the gut microbiota, increasing inflammation, increasing immune cell regulation, reprogramming neutrophils, and increasing the presence of fatty acids [5,21,62,63]. The gene discussed is LIPG; the disease is atherosclerosis.