The twins were born into a winter sports family: their father, Jan, was a 16-time Polish speed skating champion, whilst their mother Wlada was a cross-country skier. They both skied and skated during their childhood before they focused on skiing from the age of 12. In 1985 the twins decided to leave Poland as they were unhappy with the training opportunities in the country. They originally intended to study and train in France and continue to compete for Poland, however in October 1985 Dorota and Małgorzata married French brothers Christian and Christophe Mogore (the former a sports journalist, the latter a former racing cyclist) and the pair became French citizens in June 1986. Małgorzata finished seventh in the giant slalom at the 1987 Alpine Skiing World Championships.