Saturated fats can influence cholesterol levels by raising low-density lipoprotein (LDL) cholesterol, often referred to as "bad" cholesterol. Elevated levels of LDL cholesterol are associated with an increased risk of heart disease. Nonetheless, the relationship between saturated fats and heart disease is complex and influenced by various factors including genetics, overall diet, and lifestyle.