In a recent study of eating fast foods it was noted that there was increased obesity and fatty liver disease. Fatty liver disease can lead to liver cirrhosis, and death, or the need for a liver transplant. But it is the obesity, and more the carbohydrates from the obesity that lead to fatty liver disease.