Liver damage is a rare side effect, but it might occur depending on the supplement that you take. The University of Maryland Medical Center found out that using creatine can damage the liver Moreover, taking diets with a high level of protein can deteriorate a damaged liver. Workout supplements contain significant amounts of such proteins which are harmful to your health.