Research suggests that sugar-free sweeteners may be harming the liver, with some studies indicating a potential link to liver disease. Both diet and sugary drinks have been implicated in raising the risk of common liver disease. The extent of the harm and the specific sweeteners involved are not entirely clear, but multiple studies point to a possible connection between artificial sweeteners and liver problems.