Gilbert's Syndrome is caused by a genetic mutation in the UGT1A1 gene, which encodes for the enzyme responsible for converting bilirubin into a form that can be easily excreted from the body. This mutation leads to a reduced activity of the enzyme, resulting in a mild buildup of unconjugated bilirubin in the blood.