Fatty liver can cause itching, yet it is less common than other liver diseases, like cirrhosis and cholestasis (2, 7). The itching might come from the increased bile, a response aimed at detoxifying and managing excess cholesterol (8, 38). This itch can be distracting and make you want to scratch your skin.