Asherman's Syndrome is not considered to be a genetic condition. It is typically caused by scarring and adhesions in the uterus that may develop as a result of damage to the uterine lining, often from procedures such as dilation and curettage (D&C) or infections following childbirth or miscarriage. Genetic factors do not play a significant role in the development of Asherman's Syndrome.