Remember that every single cell in the body can help disperse glucose, but the liver is the only organ that can metabolize fructose. Thus, fructose is many times more likely to cause fatty liver than glucose. Since sucrose is composed of equal amounts of glucose and fructose, it is the primary cause of fatty liver, bar none.