High fructose diets, in particular, can raise the risk of nonalcoholic fatty liver disease (NAFLD), a disorder marked by the accumulation of fat in the liver. According to research, avoiding sugar, particularly in foods and drinks sweetened with high fructose corn syrup, is likely to minimise liver fat and enhance liver function.