Restless legs syndrome, which causes an irresistible desire to move legs, appears to be a hereditary condition that's more prominent among French Canadian women and may be caused by a combination of genetic influences and environmental effects. According to a large-scale study, siblings of people affected by restless legs syndrome are three and a half times more likely to develop the disease.